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https://aws.amazon.com/blogs/storage/category/database/ | Database | AWS Storage Blog Skip to Main Content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account AWS Blogs Home Blogs Editions AWS Storage Blog Category: Database Build intelligent ETL pipelines using AWS Model Context Protocol and Amazon Q by Avijit Goswami and Ajit Tandale on 03 NOV 2025 in Advanced (300) , Amazon EMR , Amazon Managed Workflows for Apache Airflow (Amazon MWAA) , Amazon Q , Amazon Redshift , Amazon S3 Tables , Amazon Simple Storage Service (S3) , AWS CLI , AWS Glue , AWS Identity and Access Management (IAM) , Technical How-to Permalink Comments Share Data scientists and engineers spend hours writing complex data pipelines to extract, transform, and load (ETL) data from various sources into their data lakes for data integration and creating unified data models to build business insights. The process involves understanding the source and target systems, discovering schemas, mapping source and target, writing and testing ETL […] Optimizing recommendations and analytics using Amazon DynamoDB and Amazon S3 by Sidhanth Muralidhar , Ranjan Dhar , Nishant Jain , and Meenal Sharma on 21 OCT 2025 in Advanced (300) , Amazon Athena , Amazon Bedrock , Amazon DynamoDB , Amazon EMR , Amazon Redshift , Amazon SageMaker Unified Studio , Amazon Simple Storage Service (S3) , AWS Glue , Technical How-to Permalink Comments Share Today, consumers navigate thousands of products on e-commerce sites, hundreds of shows on streaming platforms, and countless options in digital marketplaces. This choice overload creates decision fatigue, yet consumers continue to demand more variety and make more purchases online. As a result, personalization has become essential—consumers reward brands that deliver relevant, tailored online experiences. However, […] Boost testing confidence with automated Amazon RDS data replication from production to non-production environment by Vishwanath Subray Bhat , Bharath Ranga Rame Gowda , and Chetan Pawar on 29 SEP 2025 in Advanced (300) , Amazon RDS , AWS Backup , AWS Lambda , AWS Step Functions , Serverless , Technical How-to Permalink Comments Share Automated testing in a pre-production environment is crucial for verifying the reliability and stability of software releases in any organization. However, for many applications, writing and executing these tests necessitates the use of data from production system. This production data is valuable for testing and development because it represents real-world scenarios, usage patterns, and edge […] Protect Amazon Aurora DSQL clusters using AWS Backup by Hana Do on 29 JUL 2025 in Amazon Aurora , AWS Backup , DSQL , Intermediate (200) , Technical How-to Permalink Comments Share In today’s data-driven world, organizations are migrating mission-critical databases to the cloud for better performance, scalability, and cost-efficiency. Amazon Aurora DSQL, a serverless distributed SQL database, is purpose-built for always available applications with virtually unlimited scale, the highest availability, and zero infrastructure management. As customers adopt Aurora DSQL, ensuring comprehensive data protection becomes critical to […] University of California Irvine backs up petabytes of research data to AWS by Philip Papadopoulos , Abhijeet Lokhande , Evan Wood , Francisco Ramon Lopez , and Nicholas Santucci on 29 MAY 2025 in Amazon Athena , Amazon CloudWatch , Amazon DynamoDB , Amazon EventBridge , Amazon S3 Glacier Deep Archive , Amazon Simple Notification Service (SNS) , Amazon Simple Storage Service (S3) , AWS Lambda , AWS Step Functions , Customer Solutions , Higher education , Intermediate (200) , Public Sector Permalink Comments Share Editor’s note: AWS is not responsible for UCI’s public GitHub repo linked in this post, which has been provided so that interested parties can explore the solution described in this post in more detail. The University of California, Irvine (UCI) is a public land-grant research university with troves of research data stored on servers in […] Running I/O intensive workloads on PostgreSQL with Amazon EBS io2 Block Express by Saumya Mula and Rachanee Singprasong on 19 MAY 2025 in Advanced (300) , Amazon Elastic Block Store (Amazon EBS) , Database , Storage , Thought Leadership Permalink Comments Share Databases are a fundamental component for any organization with its own IT infrastructure powering various applications. Making sure of the smooth operation of database servers is vital because any performance disruptions can impact numerous users and their activities. Many companies experience performance slowdowns in their applications due to storage latency during database operations. To tackle […] Using Amazon S3 Express One Zone as a caching layer for S3 Standard by Pablo Scheri , Rajiv Gupta , and Mark Twomey on 16 MAY 2025 in Advanced (300) , Amazon DynamoDB , Amazon Simple Storage Service (S3) , AWS Lambda , AWS Step Functions , Storage , Technical How-to Permalink Comments Share Data caching is a critical strategy for optimizing application performance in today’s data-intensive environments. By storing frequently accessed information in high-speed storage locations, organizations can dramatically reduce access times, optimize the use of compute resources, and improve overall system responsiveness. Effective caching strategies become particularly essential for workloads that require consistent low latency, such as […] How FICO modernizes file transfers with ETL automation using AWS Transfer Family by Ryan Anderson , Alok Rathi , Vivek Bhargava , Josh Baverstock , and Vinamra Jain on 24 APR 2025 in Advanced (300) , Amazon API Gateway , Amazon CloudWatch , Amazon DynamoDB , Amazon Elastic Block Store (Amazon EBS) , Amazon Simple Queue Service (SQS) , Amazon Simple Storage Service (S3) , AWS Fargate , AWS Lambda , AWS Secrets Manager , AWS Step Functions , AWS Transfer Family , Customer Solutions , Storage Permalink Comments Share FICO powers decisions that help people and businesses around the world prosper. Using FICO solutions, businesses in more than 80 countries do everything from protecting four billion payment cards from fraud, to improving financial inclusion, and increasing supply chain resiliency. As a global leader in credit scoring and analytics, FICO processes massive volumes of sensitive […] How Bridgewater maintains data consistency across Regions using Amazon S3 Replication by Sayan Chakraborty , Aleksei Poliakov , Eddie Sohn , and Peter Sideris on 25 MAR 2025 in Advanced (300) , Amazon CloudWatch , Amazon DynamoDB , Amazon Simple Storage Service (S3) , AWS Lambda , Customer Solutions , Storage Permalink Comments Share Bridgewater Associates is a global macro investment manager, with a core mission of understanding how the world’s markets and economies work by analyzing the drivers of markets and turning that understanding into high-quality portfolios and investment advice for their clients. The data that drives this economic research is stored in Bridgewater’s data lake, built on […] Integrating custom metadata with Amazon S3 Metadata by Bimal Gajjar and Carl Summers on 31 JAN 2025 in Advanced (300) , Amazon DynamoDB , Amazon EventBridge , Amazon Managed Service for Apache Flink , Amazon Rekognition , Amazon Simple Storage Service (S3) , AWS Lambda , Storage , Technical How-to Permalink Comments Share Organizations of all sizes face a common challenge: efficiently managing, organizing, and retrieving vast amounts of digital content. From images and videos to documents and application data, businesses are inundated with information that needs to be stored securely, accessed quickly, and analyzed effectively. 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https://www.notion.com/id/product/notion-for-education | Notion untuk Pelajar Notion Fitur Notion AI Buat, tulis, otomatiskan Agent Menangani tugas manual Enterprise Search Temukan jawaban secara cepat AI Meeting Notes Ditulis dengan sempurna oleh AI Docs Sederhana & berdaya guna Basis Pengetahuan Pusatkan pengetahuan Anda Projects Kelola proyek Sites Publikasikan apa saja, dengan cepat Memulai Jelajahi kasus penggunaan AI Lihat apa saja yang bisa dilakukan Notion AI Telusuri marketplace Templat untuk semua hal Lihat integrasi Hubungkan aplikasi Anda dengan Notion Unduh web clipper Simpan dari web ke Notion Coba aplikasi desktop Notion untuk pengalaman yang lebih cepat Unduh aplikasi Mail Kalender AI Perusahaan Harga Jelajahi Tim Teknik & Produk Desain Pemasaran TI Ukuran tim Startup UKM Perusahaan Pendidikan Pelajari Pusat bantuan Notion Academy Cerita pelanggan Blog Komunitas Program mitra Buat API Templat Keamanan Konsultan Minta demo Masuk Dapatkan Notion gratis Rancang semuanya. Sesuka Anda. Satu tempat terpadu untuk mengelola semua tugas sekolah, aktivitas organisasi, dan proyek sampingan. Di dalam maupun di luar kelas. Dapatkan Notion gratis Agenda pelajar Kelola semuanya dengan rapi di satu tempat lengkap yang menampilkan daftar tugas dan aktivitas Anda. Dapatkan templat → Dapatkan templat → Pusat kegiatan organisasi Pusatkan semua sumber informasi, proyek, dan info acara klub/organisasi. Dapatkan templat → Dapatkan templat → Pelacak kebiasaan Pertahankan motivasi dengan terus memantau progres pencapaian dan kebiasaan Anda. Dapatkan templat → Dapatkan templat → Situs web Publikasikan apa saja dengan praktis. Dapatkan templat → Dapatkan templat → Lamaran kerja Siapkan dan pantau progres lamaran kerja dengan mudah. Dapatkan templat → Dapatkan templat → Kelola semuanya dengan rapi di satu tempat lengkap yang menampilkan daftar tugas dan aktivitas Anda. Pusatkan semua sumber informasi, proyek, dan info acara klub/organisasi. Pertahankan motivasi dengan terus memantau progres pencapaian dan kebiasaan Anda. Publikasikan apa saja dengan praktis. Siapkan dan pantau progres lamaran kerja dengan mudah. Dirancang untuk mengurangi kesibukan. Dari jadwal padat hingga rencana besar. Notion Agenda, catatan, dan proyek Anda. Anda sendiri yang mengatur semuanya. Notion Mail Email yang otomatis menyesuaikan dengan prioritas Anda. Selengkapnya → Notion Calendar Jadwalkan dan pantau semua batas waktu tugas/proyek dan aktivitas Anda dengan mudah. Selengkapnya → Kelola organisasi kampus Anda secara gratis Punya organisasi? Pastikan semua anggota tetap terkoordinasi dan bisa berkolaborasi di satu tempat. Manfaatkan halaman utama organisasi, catatan rapat, dokumen orientasi, kalender acara, dan masih banyak lagi. Daftar sekarang → Notion jadi pusat penyimpanan semua informasi organisasi kami, mulai dari kebijakan, dokumen informasi, hingga database. Alpha Theta Delta Member, University of Michigan, Ann Arbor Sejak pindah ke Notion, organisasi kami berkembang pesat... Kini, kami mengandalkan Notion sebagai sumber informasi utama internal. Cyclone RoboSub Member, UC Santa Cruz Kalau kami harus memilih satu website builder, Notion Sites jelas jadi pilihan utama kami. Kami bahkan sudah menggunakannya untuk menyimpan semua dokumen internal penting. App Development Club Member, Oregon State University Anda bebas berkreasi Tunjukkan kreativitas Anda Anda bebas membuat apa saja, dari rencana belajar hingga rencana hidup sehat. Sesuaikan tampilannya dengan grafik, tabel, kalender kustom, bahkan galeri. Bagikan karya Anda Buat dan luncurkan situs web hanya dengan satu klik. Buat portofolio, luncurkan situs web organisasi Anda, atau bagikan spot favorit Anda di kampus. Efektif dan efisien Kumpulkan semua daftar tugas, pekerjaan, catatan, rapat, acara, dan lainnya, semua dalam satu tempat. Kolaborasi makin efisien Ajak teman untuk berkolaborasi, dari proyek kelompok hingga agenda acara organisasi kampus/sekolah. Buat makin seru Sesuaikan ruang kerja dan dokumen Anda dengan gambar, video, dan bahkan playlist Spotify. Disukai pelajar di seluruh dunia Aku mulai pakai Notion tiga tahun lalu. Sekarang, aku menggunakannya setiap hari untuk memantau progres tugas, melacak progres olahraga, dan mencatat saat kuliah. Aku benar-benar menyukainya. Andrew Member, University of Waterloo Aku pakai Notion sebagai ruang kerja digital untuk keseharianku. Notion benar-benar efektif membantuku mengatur semua aktivitas akademik dan organisasiku. Andy Member, UC Berkeley Pokoknya mantap banget. Notion membantuku merapikan semuanya dan membuatku makin produktif selama kuliah. Aku nggak tahu gimana nasibku tanpanya. Nina Brenes Template creator, UC Davis Notion adalah satu-satunya alasanku bisa tetap teratur menjalani tahun pertama kuliah, dari mengelola tanggung jawab sampai merencanakan semua kegiatan. Banyak temanku kaget ketika mereka menggunakan templat tugasku. Katanya sangat mudah dipakai. Scarlett Member, University of Notre Dame Dulu aku merasa bukan orang yang sistematis dan rapi. Tapi, Notion mengubah pandanganku. Punya sistem yang tertata ternyata bisa membantuku berkembang. Berkat fleksibilitasnya, aku jadi bisa menata semuanya dengan lebih baik. Samriddhi Member, UC Davis Aku awalnya pakai Notion hanya untuk mencatat, tapi sekarang aku memusatkan semuanya di sana. Fiturnya mengizinkanku berkolaborasi bersama teman dengan mudah. Rasanya seperti punya perpustakaan pribadi yang penuh referensi. Mantap banget, deh! Payton Rogers Template creator, University of Michigan Ikuti keseruan aktivitas di kampus Bergabunglah dengan komunitas global kami dan ikuti berbagai acara Campus Leaders di kampus terdekat, mulai dari kompetisi membuat templat, lokakarya organisasi mahasiswa, tutorial Notion, dan masih banyak lagi. Temukan acara kampus kami di sini → Pertanyaan Umum Apakah ada diskon untuk pelajar? Paket Plus Pendidikan adalah versi gratis dari Paket Plus biasa dan untuk satu pelajar. Paket ini tersedia bagi pelajar yang login menggunakan alamat email institusi pendidikan yang terdaftar di WHED. Anda juga bisa mendapatkan diskon 50% untuk Notion AI jika menggunakan paket ini. Penawaran ini berlaku sesuai syarat dan ketentuan . Dengan Paket Plus, Anda bisa mengatur rencana, tugas, dan catatan untuk kebutuhan sekolah maupun pribadi, dengan jumlah halaman dan blok tak terbatas, unggahan berkas, fitur yang lebih lengkap untuk penyesuaian dan publikasi situs web, serta riwayat versi hingga 30 hari. Cukup login menggunakan alamat email sekolah, gulir ke bawah di halaman Penagihan, lalu pilih opsi Dapatkan Paket Pendidikan gratis. Pelajari selengkapnya tentang penawaran untuk pelajar di sini: https://www.notion.so/help/notion-for-education Bagaimana cara mendaftar ke Paket Pendidikan gratis? Anda memenuhi syarat jika: Anda adalah pelajar atau pengajar di perguruan tinggi atau universitas yang terakreditasi. Anda memiliki alamat email kampus/sekolah. Kami tidak menerima kartu pelajar atau dokumen lainnya sebagai bukti pada tahap ini. Anda tidak memenuhi syarat jika: Anda adalah pelajar atau pengajar di jenjang TK hingga SMA. Tenang, Anda tetap bisa menggunakan Paket Gratis kami dengan penyimpanan tanpa batas secara gratis! Pelajari selengkapnya di halaman harga . Akun Notion Anda terdaftar menggunakan alamat email pribadi seperti gmail.com atau domain umum lainnya. Jika Anda memenuhi syarat, Anda bisa mengikuti langkah berikut untuk mendaftar: Buka Pengaturan di bagian kiri layar Anda. Pilih Upgrade paket . Pilih Dapatkan Paket Pendidikan gratis . Jika kampus/sekolah Anda terdeteksi oleh sistem kami, akun Anda akan diupgrade secara otomatis! Jika Anda memenuhi semua syarat di atas, tetapi tidak menemukan opsi Dapatkan Paket Pendidikan gratis , silakan kirim email ke [email protected] agar kami dapat memberikan akses untuk kampus/sekolah Anda. Jika institusi Anda diakui dan tercantum di WHED, kami akan memberikan izin akses untuk domain Anda. Apa itu Paket Organisasi Pelajar dari Notion? Ya! Organisasi pelajar/mahasiswa di perguruan tinggi yang terverifikasi di seluruh dunia dapat mengakses Paket Plus kami dan mengundang semua anggota organisasi untuk berkolaborasi secara gratis. Dengan Paket Plus, organisasi pelajar/mahasiswa bisa mengunggah blok dan berkas tanpa batas, menambahkan anggota ke ruang kerja, mengakses riwayat versi 30 hari, menambahkan maksimal 100 tamu, dan masih banyak lagi. Semuanya gratis. Daftarkan organisasi Anda untuk mendapatkan penawaran gratis di sini . Catatan: Diskon ini hanya berlaku untuk ruang kerja bagi organisasi pelajar/mahasiswa yang berbasis relawan atau bersifat sukarela. Ruang kerja yang bukan untuk organisasi pelajar tidak akan memenuhi syarat diskon ini. Apa yang terjadi jika saya lulus atau keluar dari institusi pendidikan saya? Anda tetap bisa menggunakan Paket Plus gratis untuk pendidikan selama akun Anda masih terhubung dengan alamat email institusi. Tetap setia pakai Notion, ya!🤞 Saya pelajar yang suka menggunakan Notion. Bagaimana agar saya bisa lebih meningkatkan interaksi dan keterlibatan saya? Keren! Terima kasih sudah menjadi bagian dari komunitas kami. Notion Campus Leaders Program kami membantu pelajar di seluruh dunia untuk berbagi dan mengajarkan Notion di kampus mereka, sekaligus membangun komunitas pengguna Notion yang kuat. Kami mengajak Anda untuk ikut acara CL mendatang di kampus Anda, atau kalau Anda memang sangat antusias, silakan daftar di sini untuk jadi Campus Leader! Bahasa Indonesia Pengaturan cookie © 2026 Notion Labs, Inc. Perusahaan Tentang kami Karier Keamanan Status Ketentuan & privasi Hak privasi Anda Unduh iOS & Android Mac & Windows Kalender Web Clipper Sumber Daya Pusat bantuan Harga Blog Komunitas Integrasi Templat Program mitra Notion untuk Perusahaan Usaha kecil Personal Telusuri lebih lanjut → | 2026-01-13T09:29:52 |
https://ai.google.dev/api/palm?hl=id | PaLM (decommissioned) | Gemini API | Google AI for Developers Langsung ke konten utama / English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 Mendapatkan kunci API Cookbook Komunitas Masuk Dokumen Referensi API Gemini API Dokumen Referensi API Mendapatkan kunci API Cookbook Komunitas Ringkasan Versi API Kemampuan Model Menghasilkan konten API Live Live Music API Interactions API Token File Batch API Caching Embedding Penelusuran file Penyimpanan penelusuran file Dokumen Semua metode Tidak Digunakan Lagi PaLM (dinonaktifkan) Referensi SDK Python Go TypeScript Java C# Beranda Gemini API Referensi API Kirim masukan PaLM (decommissioned) Metode: models.generateText Endpoint Parameter jalur Isi permintaan Representasi JSON Isi respons Cakupan otorisasi Menghasilkan respons dari model berdasarkan pesan input. Endpoint postingan https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:generateText Parameter jalur model string Wajib. Nama Model atau TunedModel yang akan digunakan untuk membuat penyelesaian. Contoh: models/text-bison-001 tunedModels/sentence-translator-u3b7m Bentuknya adalah models/{model} . Isi permintaan Isi permintaan memuat data dengan struktur berikut: Kolom prompt object ( TextPrompt ) Wajib. Teks input bentuk bebas yang diberikan ke model sebagai perintah. Berdasarkan perintah yang diberikan, model akan menghasilkan respons TextCompletion yang diprediksi sebagai penyelesaian teks input. safetySettings[] object ( SafetySetting ) Opsional. Daftar instance SafetySetting unik untuk memblokir konten tidak aman. yang akan diterapkan pada GenerateTextRequest.prompt dan GenerateTextResponse.candidates . Tidak boleh ada lebih dari satu setelan untuk setiap jenis SafetyCategory . API akan memblokir semua perintah dan respons yang tidak memenuhi nilai minimum yang ditetapkan oleh setelan ini. Daftar ini menggantikan setelan default untuk setiap SafetyCategory yang ditentukan dalam safetySettings. Jika tidak ada SafetySetting untuk SafetyCategory tertentu yang diberikan dalam daftar, API akan menggunakan setelan keamanan default untuk kategori tersebut. Kategori bahaya HARM_CATEGORY_DEROGATORY, HARM_CATEGORY_TOXICITY, HARM_CATEGORY_VIOLENCE, HARM_CATEGORY_SEXUAL, HARM_CATEGORY_MEDICAL, HARM_CATEGORY_DANGEROUS didukung dalam layanan teks. stopSequences[] string Kumpulan urutan karakter (hingga 5) yang akan menghentikan pembuatan output. Jika ditentukan, API akan berhenti pada kemunculan pertama urutan berhenti. Urutan berhenti tidak akan disertakan sebagai bagian dari respons. temperature number Opsional. Mengontrol keacakan output. Catatan: Nilai default bervariasi menurut model. Lihat atribut Model.temperature dari Model yang ditampilkan oleh fungsi getModel . Nilai dapat berkisar dari [0.0,1.0], inklusif. Nilai yang lebih mendekati 1,0 akan menghasilkan respons yang lebih bervariasi dan kreatif, sedangkan nilai yang lebih mendekati 0,0 biasanya akan menghasilkan respons yang lebih langsung dari model. candidateCount integer Opsional. Jumlah respons yang dihasilkan untuk ditampilkan. Nilai ini harus antara [1, 8], inklusif. Jika tidak disetel, nilai defaultnya adalah 1. maxOutputTokens integer Opsional. Jumlah maksimum token yang akan disertakan dalam kandidat. Jika tidak disetel, nilai defaultnya adalah outputTokenLimit yang ditentukan dalam spesifikasi Model . topP number Opsional. Probabilitas kumulatif maksimum token yang akan dipertimbangkan saat melakukan pengambilan sampel. Model ini menggunakan gabungan pengambilan sampel Top-k dan nucleus. Token diurutkan berdasarkan probabilitas yang ditetapkan sehingga hanya token yang paling mungkin yang dipertimbangkan. Sampling top-k secara langsung membatasi jumlah maksimum token yang akan dipertimbangkan, sementara sampling Nucleus membatasi jumlah token berdasarkan probabilitas kumulatif. Catatan: Nilai default bervariasi menurut model. Lihat atribut Model.top_p dari Model yang ditampilkan oleh fungsi getModel . topK integer Opsional. Jumlah maksimum token yang akan dipertimbangkan saat pengambilan sampel. Model ini menggunakan gabungan pengambilan sampel Top-k dan nucleus. Pengambilan sampel top-k mempertimbangkan kumpulan topK token yang paling mungkin. Defaultnya adalah 40. Catatan: Nilai default bervariasi menurut model. Lihat atribut Model.top_k dari Model yang ditampilkan oleh fungsi getModel . Isi respons Jika berhasil, isi respons memuat instance GenerateTextResponse . Metode: models.countTextTokens Endpoint Parameter jalur Isi permintaan Representasi JSON Isi respons Representasi JSON Cakupan otorisasi Menjalankan tokenizer model pada teks dan menampilkan jumlah token. Endpoint postingan https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:countTextTokens Parameter jalur model string Wajib. Nama resource model. Ini berfungsi sebagai ID yang akan digunakan Model. Nama ini harus cocok dengan nama model yang ditampilkan oleh metode models.list . Format: models/{model} Formatnya adalah models/{model} . Isi permintaan Isi permintaan memuat data dengan struktur berikut: Kolom prompt object ( TextPrompt ) Wajib. Teks input bentuk bebas yang diberikan ke model sebagai perintah. Isi respons Respons dari models.countTextTokens . Metode ini menampilkan tokenCount model untuk prompt . Jika berhasil, isi respons memuat data dengan struktur berikut: Kolom tokenCount integer Jumlah token yang digunakan model untuk melakukan tokenisasi prompt . Selalu non-negatif. Representasi JSON { "tokenCount" : integer } Metode: models.generateMessage Endpoint Parameter jalur Isi permintaan Representasi JSON Isi respons Representasi JSON Cakupan otorisasi Menghasilkan respons dari model berdasarkan input MessagePrompt . Endpoint postingan https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:generateMessage Parameter jalur model string Wajib. Nama model yang akan digunakan. Format: name=models/{model} . Formatnya adalah models/{model} . Isi permintaan Isi permintaan memuat data dengan struktur berikut: Kolom prompt object ( MessagePrompt ) Wajib. Input tekstual terstruktur yang diberikan kepada model sebagai perintah. Dengan perintah yang diberikan, model akan menampilkan apa yang diprediksinya sebagai pesan berikutnya dalam diskusi. temperature number Opsional. Mengontrol keacakan output. Nilai dapat berkisar lebih dari [0.0,1.0] , inklusif. Nilai yang lebih dekat dengan 1.0 akan menghasilkan respons yang lebih bervariasi, sedangkan nilai yang lebih dekat dengan 0.0 biasanya akan menghasilkan respons yang tidak terlalu mengejutkan dari model. candidateCount integer Opsional. Jumlah pesan respons yang dihasilkan untuk ditampilkan. Nilai ini harus antara [1, 8] , inklusif. Jika tidak disetel, defaultnya adalah 1 . topP number Opsional. Probabilitas kumulatif maksimum token yang akan dipertimbangkan saat melakukan pengambilan sampel. Model ini menggunakan gabungan pengambilan sampel Top-k dan nucleus. Pengambilan sampel inti mempertimbangkan kumpulan token terkecil yang jumlah probabilitasnya setidaknya topP . topK integer Opsional. Jumlah maksimum token yang akan dipertimbangkan saat pengambilan sampel. Model ini menggunakan gabungan pengambilan sampel Top-k dan nucleus. Pengambilan sampel top-k mempertimbangkan kumpulan topK token yang paling mungkin. Isi respons Respons dari model. Hal ini mencakup pesan kandidat dan histori percakapan dalam bentuk pesan yang diurutkan secara kronologis. Jika berhasil, isi respons memuat data dengan struktur berikut: Kolom candidates[] object ( Message ) Pesan respons kandidat dari model. messages[] object ( Message ) Histori percakapan yang digunakan oleh model. filters[] object ( ContentFilter ) Kumpulan metadata pemfilteran konten untuk teks perintah dan respons. Bagian ini menunjukkan SafetyCategory yang memblokir kandidat dari respons ini, HarmProbability terendah yang memicu pemblokiran, dan setelan HarmThreshold untuk kategori tersebut. Representasi JSON { "candidates" : [ { object ( Message ) } ] , "messages" : [ { object ( Message ) } ] , "filters" : [ { object ( ContentFilter ) } ] } Metode: models.countMessageTokens Endpoint Parameter jalur Isi permintaan Representasi JSON Isi respons Representasi JSON Cakupan otorisasi Menjalankan tokenizer model pada string dan menampilkan jumlah token. Endpoint postingan https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:countMessageTokens Parameter jalur model string Wajib. Nama resource model. Ini berfungsi sebagai ID yang akan digunakan Model. Nama ini harus cocok dengan nama model yang ditampilkan oleh metode models.list . Format: models/{model} Formatnya adalah models/{model} . Isi permintaan Isi permintaan memuat data dengan struktur berikut: Kolom prompt object ( MessagePrompt ) Wajib. Perintah yang jumlah tokennya akan ditampilkan. Isi respons Respons dari models.countMessageTokens . Metode ini menampilkan tokenCount model untuk prompt . Jika berhasil, isi respons memuat data dengan struktur berikut: Kolom tokenCount integer Jumlah token yang digunakan model untuk melakukan tokenisasi prompt . Selalu non-negatif. Representasi JSON { "tokenCount" : integer } Metode: models.embedText Endpoint Parameter jalur Isi permintaan Representasi JSON Isi respons Representasi JSON Cakupan otorisasi Membuat embedding dari model yang diberi pesan input. Endpoint postingan https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:embedText Parameter jalur model string Wajib. Nama model yang akan digunakan dengan format model=models/{model}. Formatnya adalah models/{model} . Isi permintaan Isi permintaan memuat data dengan struktur berikut: Kolom text string Opsional. Teks input bentuk bebas yang akan diubah model menjadi embedding. Isi respons Respons terhadap EmbedTextRequest. Jika berhasil, isi respons memuat data dengan struktur berikut: Kolom embedding object ( Embedding ) Hanya output. Embedding yang dihasilkan dari teks input. Representasi JSON { "embedding" : { object ( Embedding ) } } Metode: models.batchEmbedText Endpoint Parameter jalur Isi permintaan Representasi JSON Isi respons Representasi JSON Cakupan otorisasi EmbedTextRequest Representasi JSON Menghasilkan beberapa embedding dari model yang diberi teks input dalam panggilan sinkron. Endpoint postingan https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:batchEmbedText Parameter jalur model string Wajib. Nama Model yang akan digunakan untuk membuat embedding. Contoh: models/embedding-gecko-001 Formatnya adalah models/{model} . Isi permintaan Isi permintaan memuat data dengan struktur berikut: Kolom texts[] string Opsional. Teks input bentuk bebas yang akan diubah model menjadi embedding. Batas saat ini adalah 100 teks, yang jika terlampaui akan memunculkan error. requests[] object ( EmbedTextRequest ) Opsional. Sematkan permintaan untuk batch. Hanya satu dari texts atau requests yang dapat ditetapkan. Isi respons Respons terhadap EmbedTextRequest. Jika berhasil, isi respons memuat data dengan struktur berikut: Kolom embeddings[] object ( Embedding ) Hanya output. Embedding yang dihasilkan dari teks input. Representasi JSON { "embeddings" : [ { object ( Embedding ) } ] } EmbedTextRequest Permintaan untuk mendapatkan embedding teks dari model. Kolom model string Wajib. Nama model yang akan digunakan dengan format model=models/{model}. text string Opsional. Teks input bentuk bebas yang akan diubah model menjadi embedding. Representasi JSON { "model" : string , "text" : string } ContentFilter Representasi JSON BlockedReason Metadata pemfilteran konten yang terkait dengan pemrosesan satu permintaan. ContentFilter berisi alasan dan string pendukung opsional. Alasannya mungkin tidak ditentukan. Kolom reason enum ( BlockedReason ) Alasan konten diblokir selama pemrosesan permintaan. message string String yang menjelaskan perilaku pemfilteran secara lebih mendetail. Representasi JSON { "reason" : enum ( BlockedReason ) , "message" : string } BlockedReason Daftar alasan mengapa konten mungkin telah diblokir. Enum BLOCKED_REASON_UNSPECIFIED Alasan pemblokiran tidak ditentukan. SAFETY Konten diblokir oleh setelan keamanan. OTHER Konten diblokir, tetapi alasannya tidak dikategorikan. Embedding Representasi JSON Daftar float yang merepresentasikan penyematan. Kolom value[] number Nilai embedding. Representasi JSON { "value" : [ number ] } Pesan Representasi JSON Unit dasar teks terstruktur. Message mencakup author dan content dari Message . author digunakan untuk memberi tag pada pesan saat pesan tersebut dimasukkan ke model sebagai teks. Kolom author string Opsional. Penulis Pesan ini. Hal ini berfungsi sebagai kunci untuk memberi tag pada konten Pesan ini saat dimasukkan ke model sebagai teks. Penulis dapat berupa string alfanumerik apa pun. content string Wajib. Konten teks Message terstruktur. citationMetadata object ( CitationMetadata ) Hanya output. Informasi kutipan untuk content yang dibuat model dalam Message ini. Jika Message ini dihasilkan sebagai output dari model, kolom ini dapat diisi dengan informasi atribusi untuk teks apa pun yang disertakan dalam content . Kolom ini hanya digunakan pada output. Representasi JSON { "author" : string , "content" : string , "citationMetadata" : { object ( CitationMetadata ) } } MessagePrompt Representasi JSON Contoh Representasi JSON Semua teks input terstruktur yang diteruskan ke model sebagai perintah. MessagePrompt berisi kumpulan kolom terstruktur yang memberikan konteks untuk percakapan, contoh pasangan pesan input pengguna/output model yang mempersiapkan model untuk merespons dengan berbagai cara, dan histori percakapan atau daftar pesan yang merepresentasikan giliran percakapan antara pengguna dan model. Kolom context string Opsional. Teks yang harus disediakan ke model terlebih dahulu untuk melandasi respons. Jika tidak kosong, context ini akan diberikan ke model terlebih dahulu sebelum examples dan messages . Saat menggunakan context , pastikan untuk memberikannya dengan setiap permintaan untuk mempertahankan kontinuitas. Kolom ini dapat berupa deskripsi perintah Anda kepada model untuk membantu memberikan konteks dan memandu respons. Contoh: "Terjemahkan frasa dari bahasa Inggris ke bahasa Prancis" atau "Berdasarkan pernyataan yang diberikan, klasifikasikan sentimennya sebagai senang, sedih, atau netral". Apa pun yang disertakan dalam kolom ini akan lebih diprioritaskan daripada histori pesan jika total ukuran input melebihi inputTokenLimit model dan permintaan input dipangkas. examples[] object ( Example ) Opsional. Contoh hasil yang harus dihasilkan model. Hal ini mencakup input pengguna dan respons yang harus ditiru oleh model. examples ini diperlakukan sama dengan pesan percakapan, kecuali bahwa examples ini lebih diutamakan daripada histori di messages : Jika total ukuran input melebihi inputTokenLimit model, input akan dipangkas. Item akan dihapus dari messages sebelum examples . messages[] object ( Message ) Wajib. Snapshot histori percakapan terbaru yang diurutkan secara kronologis. Giliran bergantian antara dua penulis. Jika total ukuran input melebihi inputTokenLimit model, input akan dipangkas: Item terlama akan dihapus dari messages . Representasi JSON { "context" : string , "examples" : [ { object ( Example ) } ] , "messages" : [ { object ( Message ) } ] } Contoh Contoh input/output yang digunakan untuk memberikan petunjuk kepada Model. Contoh ini menunjukkan cara model harus merespons atau memformat responsnya. Kolom input object ( Message ) Wajib. Contoh input Message dari pengguna. output object ( Message ) Wajib. Contoh output yang harus dihasilkan model berdasarkan input yang diberikan. Representasi JSON { "input" : { object ( Message ) } , "output" : { object ( Message ) } } GenerateTextResponse Representasi JSON TextCompletion Representasi JSON SafetyFeedback Representasi JSON Respons dari model, termasuk penyelesaian kandidat. Kolom candidates[] object ( TextCompletion ) Respons kandidat dari model. filters[] object ( ContentFilter ) Kumpulan metadata pemfilteran konten untuk teks perintah dan respons. Bagian ini menunjukkan SafetyCategory yang memblokir kandidat dari respons ini, HarmProbability terendah yang memicu pemblokiran, dan setelan HarmThreshold untuk kategori tersebut. Hal ini menunjukkan perubahan terkecil pada SafetySettings yang diperlukan untuk membuka blokir setidaknya 1 respons. Pemblokiran dikonfigurasi oleh SafetySettings dalam permintaan (atau SafetySettings default API). safetyFeedback[] object ( SafetyFeedback ) Menampilkan masukan keamanan apa pun yang terkait dengan pemfilteran konten. Representasi JSON { "candidates" : [ { object ( TextCompletion ) } ] , "filters" : [ { object ( ContentFilter ) } ] , "safetyFeedback" : [ { object ( SafetyFeedback ) } ] } TextCompletion Teks output yang ditampilkan dari model. Kolom output string Hanya output. Teks yang dihasilkan yang ditampilkan dari model. safetyRatings[] object ( SafetyRating ) Rating untuk keamanan respons. Maksimal ada satu rating per kategori. citationMetadata object ( CitationMetadata ) Hanya output. Informasi kutipan untuk output yang dibuat model dalam TextCompletion ini. Kolom ini dapat diisi dengan informasi atribusi untuk teks apa pun yang disertakan dalam output . Representasi JSON { "output" : string , "safetyRatings" : [ { object ( SafetyRating ) } ] , "citationMetadata" : { object ( CitationMetadata ) } } SafetyFeedback Masukan keamanan untuk seluruh permintaan. Kolom ini diisi jika konten dalam input dan/atau respons diblokir karena setelan keamanan. SafetyFeedback mungkin tidak ada untuk setiap HarmCategory. Setiap SafetyFeedback akan menampilkan setelan keamanan yang digunakan oleh permintaan serta HarmProbability terendah yang harus diizinkan untuk menampilkan hasil. Kolom rating object ( SafetyRating ) Rating keamanan dievaluasi dari konten. setting object ( SafetySetting ) Setelan keamanan yang diterapkan pada permintaan. Representasi JSON { "rating" : { object ( SafetyRating ) } , "setting" : { object ( SafetySetting ) } } TextPrompt Representasi JSON Teks yang diberikan ke model sebagai perintah. Model akan menggunakan TextPrompt ini untuk Membuat penyelesaian teks. Kolom text string Wajib. Teks perintah. Representasi JSON { "text" : string } Kirim masukan Kecuali dinyatakan lain, konten di halaman ini dilisensikan berdasarkan Lisensi Creative Commons Attribution 4.0 , sedangkan contoh kode dilisensikan berdasarkan Lisensi Apache 2.0 . Untuk mengetahui informasi selengkapnya, lihat Kebijakan Situs Google Developers . Java adalah merek dagang terdaftar dari Oracle dan/atau afiliasinya. Terakhir diperbarui pada 2025-07-24 UTC. Ada masukan untuk kami? [[["Mudah dipahami","easyToUnderstand","thumb-up"],["Memecahkan masalah saya","solvedMyProblem","thumb-up"],["Lainnya","otherUp","thumb-up"]],[["Informasi yang saya butuhkan tidak ada","missingTheInformationINeed","thumb-down"],["Terlalu rumit/langkahnya terlalu banyak","tooComplicatedTooManySteps","thumb-down"],["Sudah usang","outOfDate","thumb-down"],["Masalah terjemahan","translationIssue","thumb-down"],["Masalah kode / contoh","samplesCodeIssue","thumb-down"],["Lainnya","otherDown","thumb-down"]],["Terakhir diperbarui pada 2025-07-24 UTC."],[],[]] Persyaratan Privasi Manage cookies English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 | 2026-01-13T09:29:52 |
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https://ai.google.dev/gemini-api/docs/api-versions?hl=pl | Omówienie wersji interfejsu API | Gemini API | Google AI for Developers Przejdź do głównej treści / English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 Pobierz klucz interfejsu API Książka kucharska Społeczność Zaloguj się Dokumenty Dokumentacja API Gemini API Dokumenty Dokumentacja API Pobierz klucz interfejsu API Książka kucharska Społeczność Przegląd Wersje interfejsu API Uprawnienia Modele Generuję treści Interfejs API Live Live Music API Interactions API Tokeny Pliki Interfejs API do przetwarzania zbiorczego Buforowanie Wektory dystrybucyjne Wyszukiwanie plików Sklepy z wyszukiwarkami plików Dokument Wszystkie metody Wycofany PaLM (wycofany) Odwołania do pakietu SDK Python Go TypeScript Java C# Strona główna Gemini API Dokumentacja API Prześlij opinię Omówienie wersji interfejsu API Zaktualizowaliśmy nasze Warunki korzystania z usługi . Ten dokument zawiera ogólne omówienie różnic między wersjami v1 i v1beta interfejsu Gemini API. v1 : stabilna wersja interfejsu API. Funkcje w wersji stabilnej są w pełni obsługiwane przez cały okres istnienia wersji głównej. Jeśli wystąpią jakiekolwiek zmiany powodujące niezgodność, zostanie utworzona kolejna główna wersja interfejsu API, a dotychczasowa wersja zostanie wycofana po upływie odpowiedniego czasu. Do interfejsu API można wprowadzać zmiany, które nie powodują problemów, bez zmiany wersji głównej. v1beta : ta wersja zawiera wczesne funkcje, które mogą być w fazie rozwoju i mogą ulec zmianom powodującym niezgodność. Nie ma też gwarancji, że funkcje w wersji beta zostaną przeniesione do wersji stabilnej. Jeśli w środowisku produkcyjnym potrzebujesz stabilności i nie możesz ryzykować zmian powodujących niezgodność, nie używaj tej wersji w środowisku produkcyjnym. Funkcja v1 v1beta Generowanie treści – dane wejściowe w postaci samego tekstu Generowanie treści – dane wejściowe w postaci tekstu i obrazu Generowanie treści – dane wyjściowe w postaci tekstu Generowanie treści – rozmowy wieloetapowe (czat) Generowanie treści – wywołania funkcji Generowanie treści – przesyłanie strumieniowe Umieszczanie treści – wprowadzanie tylko tekstu Wygeneruj odpowiedź Wyszukiwarka semantyczna Interactions API – obsługiwane – nigdy nie będzie obsługiwana Konfigurowanie wersji interfejsu API w pakiecie SDK Domyślna wersja pakietu SDK interfejsu Gemini API to v1beta , ale możesz używać innych wersji, ustawiając wersję interfejsu API w sposób pokazany w poniższym przykładowym kodzie: Python from google import genai client = genai . Client ( http_options = { 'api_version' : 'v1alpha' }) response = client . models . generate_content ( model = 'gemini-2.0-flash' , contents = "Explain how AI works" , ) print ( response . text ) JavaScript import { GoogleGenAI } from "@google/genai" ; const ai = new GoogleGenAI ({ httpOptions : { apiVersion : "v1alpha" }, }); async function main () { const response = await ai . models . generateContent ({ model : "gemini-2.0-flash" , contents : "Explain how AI works" , }); console . log ( response . text ); } await main (); REST curl "https://generativelanguage.googleapis.com/v1/models/gemini-1.5-flash:generateContent" \ -H "x-goog-api-key: $GEMINI_API_KEY " \ -H 'Content-Type: application/json' \ -X POST \ -d '{ "contents": [{ "parts":[{"text": "Explain how AI works."}] }] }' Prześlij opinię O ile nie stwierdzono inaczej, treść tej strony jest objęta licencją Creative Commons – uznanie autorstwa 4.0 , a fragmenty kodu są dostępne na licencji Apache 2.0 . Szczegółowe informacje na ten temat zawierają zasady dotyczące witryny Google Developers . Java jest zastrzeżonym znakiem towarowym firmy Oracle i jej podmiotów stowarzyszonych. Ostatnia aktualizacja: 2025-12-18 UTC. Chcesz przekazać coś jeszcze? [[["Łatwo zrozumieć","easyToUnderstand","thumb-up"],["Rozwiązało to mój problem","solvedMyProblem","thumb-up"],["Inne","otherUp","thumb-up"]],[["Brak potrzebnych mi informacji","missingTheInformationINeed","thumb-down"],["Zbyt skomplikowane / zbyt wiele czynności do wykonania","tooComplicatedTooManySteps","thumb-down"],["Nieaktualne treści","outOfDate","thumb-down"],["Problem z tłumaczeniem","translationIssue","thumb-down"],["Problem z przykładami/kodem","samplesCodeIssue","thumb-down"],["Inne","otherDown","thumb-down"]],["Ostatnia aktualizacja: 2025-12-18 UTC."],[],[]] Warunki Prywatność Manage cookies English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 | 2026-01-13T09:29:52 |
https://ai.google.dev/gemini-api/docs/models/generative-models#model-parameters | Prompt design strategies | Gemini API | Google AI for Developers Skip to main content / English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 Get API key Cookbook Community Sign in Docs API reference Gemini API Docs API reference Get API key Cookbook Community Get started Overview Quickstart API keys Libraries Interactions API Models Gemini Gemini 3 Nano Banana image generation Veo video generation Lyria music generation Imagen image generation Embeddings Robotics Pricing Rate limits Core capabilities Text Image Image generation 🍌 Image understanding Video Documents Speech and audio Speech generation Audio understanding Thinking and thought signatures Thinking Thought signatures Structured outputs Function calling Long context Tools and agents Overview Deep Research Google Search Google Maps Code execution URL context Computer Use File Search Live API Get started Capabilities Tool use Session management Ephemeral tokens Guides Batch API File input Input methods Files API Context caching OpenAI compatibility Media resolution Token counting Prompt engineering Logs and datasets Get started with logs Data logging and sharing Safety Safety settings Safety guidance Open-Source frameworks LangChain & LangGraph CrewAI LlamaIndex Vercel AI SDK Resources Migrate to Gen AI SDK Release notes Deprecations API troubleshooting Billing info Partner and library integrations Google AI Studio Quickstart Vibe code in Build mode Try out LearnLM Troubleshooting Access for Workspace users Google Cloud Platform VertexAI Gemini API OAuth authentication Policies Terms of service Available regions Additional usage polices Home Gemini API Docs Send feedback Prompt design strategies Prompt design is the process of creating prompts, or natural language requests, that elicit accurate, high quality responses from a language model. This page introduces basic concepts, strategies, and best practices to get you started designing prompts to get the most out of Gemini AI models. Note: Prompt engineering is iterative. These guidelines and templates are starting points. Experiment and refine based on your specific use cases and observed model responses. Topic-specific prompt guides Looking for more specific prompt strategies? Check out our other prompting guides on: Prompting with media files Prompting for image generation with Imagen and Gemini Native Image Generation Prompting for video generation You can find other sample prompts in the prompt gallery meant to interactively showcase many of the concepts shared in this guide. Clear and specific instructions An effective and efficient way to customize model behavior is to provide it with clear and specific instructions. Instructions can be in the form of a question, step-by-step tasks, or as complex as mapping out a user's experience and mindset. Input Input is the required text in the prompt that you want the model to provide a response to. Inputs can be a question that the model answers (question input), a task the model performs (task input), an entity the model operates on (entity input), or partial input that the model completes or continues (completion input). Input type Prompt Generated output Question What's a good name for a flower shop that specializes in selling bouquets of dried flowers? Create a list of 5 options with just the names. Here are 5 names for a flower shop specializing in dried flowers: 1. Everlasting Blooms 2. Dried & Delightful 3. The Petal Preserve 4. Whispers of Wildflowers 5. Forever Blooms Task Give me a simple list of just the things that I must bring on a camping trip. The list should have 5 items. 1. **Tent:** Your shelter from the elements. 2. **Sleeping Bag:** Stay warm and comfortable. 3. **Sleeping Pad:** Insulation and cushioning for a good night's sleep. 4. **Headlamp or Flashlight:** Light for nighttime activities. 5. **First Aid Kit:** Be prepared for minor injuries. Entity Classify the following items as [large, small]: Elephant Mouse Snail Here's the classification: * **Elephant:** Large * **Mouse:** Small * **Snail:** Small Partial input completion Generative language models work like an advanced auto completion tool. When you provide partial content, the model can provide the rest of the content or what it thinks is a continuation of that content as a response. When doing so, if you include any examples or context, the model can take those examples or context into account. The following example provides a prompt with an instruction and an entity input: Prompt: For the given order, return a JSON object that has the fields cheeseburger, hamburger, fries, or drink, with the value being the quantity. Order: A burger and a drink. Response: { "cheeseburger": 0, "hamburger": 1, "fries": 0, "drink": 1 } (gemini-2.5-flash) While the model did as prompted, writing out the instructions in natural language can sometimes be challenging and it leaves a lot to the model's interpretation. For example, a restaurants menu might contain many items. To reduce the size of the JSON response, you probably want to omit the items that weren't ordered. In this case, you can give an example and a response prefix and let the model complete it: Prompt: Valid fields are cheeseburger, hamburger, fries, and drink. Order: Give me a cheeseburger and fries Output: ``` { "cheeseburger": 1, "fries": 1 } ``` Order: I want two burgers, a drink, and fries. Output: Response: ``` { "hamburger": 2, "drink": 1, "fries": 1 } ``` (gemini-2.5-flash) Notice how "cheeseburger" was excluded from the output because it wasn't a part of the order. Constraints Specify any constraints on reading the prompt or generating a response. You can tell the model what to do and not to do. For example, you can specify a constraint in the prompt on how long you want a summary to be: Prompt: Summarize this text in one sentence: Text: A quantum computer exploits quantum mechanical phenomena to perform calculations exponentially faster than any modern traditional computer. At very tiny scales, physical matter acts as both particles and as waves, and quantum computing uses specialized hardware to leverage this behavior. The operating principles of quantum devices is beyond the scope of classical physics. When deployed at scale, quantum computers could be used in a wide variety of applications such as: in cybersecurity to break existing encryption methods while helping researchers create new ones, in meteorology to develop better weather forecasting etc. However, the current state of the art quantum computers are still largely experimental and impractical. Response: Exploiting quantum mechanical phenomena, quantum computers can perform calculations exponentially faster than traditional computers for potential applications like cybersecurity and meteorology, although they are currently largely experimental and impractical. (gemini-2.5-flash) Response format You can give instructions that specify the format of the response. For example, you can ask for the response to be formatted as a table, bulleted list, elevator pitch, keywords, sentence, or paragraph. The following system instruction tells the model to be more conversational in its response: System instruction All questions should be answered comprehensively with details, unless the user requests a concise response specifically. Prompt What is a smart way to make a business that sells DVD's in 2025? Response: Starting a business selling DVDs in 2025 presents significant challenges due to the overwhelming dominance of digital streaming and on-demand services; a "smart" approach would therefore require a highly specialized niche, a strong value proposition beyond just the disc, and likely a focus on community or collector markets rather than mainstream consumption. Here's a breakdown of what a smart DVD business in 2025 would likely entail: 1. Extreme Niche Specialization: You cannot compete with streaming libraries. Your business must focus on what digital doesn't offer easily or at all. This could include: * Out-of-Print & Rare Titles: Sourcing films or TV shows that have never been released digitally or are currently unavailable on major streaming platforms. .... (gemini-2.5-flash) Format responses with the completion strategy The completion strategy can also help format the response. The following example prompts the model to create an essay outline: Prompt: Create an outline for an essay about hummingbirds. Response: Here is a possible outline for an essay about hummingbirds: I. Introduction A. Hook: Start with a captivating fact or description about hummingbirds (e.g., their speed, iridescent colors, or tiny size). B. Background: Briefly introduce hummingbirds – where they are found (Americas), their reputation as unique birds. C. Thesis Statement: State the main point of the essay, which could be about the remarkable adaptations, behaviors, and ecological importance of hummingbirds. II. Appearance and Identification ..... (gemini-2.5-flash) The prompt didn't specify the format for the outline and the model chose a format for you. To get the model to return an outline in a specific format, you can add text that represents the start of the outline and let the model complete it based on the pattern that you initiated. Prompt: Create an outline for an essay about hummingbirds. I. Introduction * Response: Okay, here is an outline for an essay about hummingbirds, starting from the introduction you provided: I. Introduction * Hook: Start with a captivating fact or description about hummingbirds (e.g., their speed, iridescent colors, or tiny size). * Background: Briefly introduce hummingbirds – where they are found (Americas), their reputation as unique birds, and their general characteristics. * Thesis Statement: State the main point of the essay, focusing on the remarkable adaptations, behaviors, and ecological significance that make hummingbirds extraordinary. ..... (gemini-2.5-flash) Zero-shot vs few-shot prompts You can include examples in the prompt that show the model what getting it right looks like. The model attempts to identify patterns and relationships from the examples and applies them when generating a response. Prompts that contain a few examples are called few-shot prompts, while prompts that provide no examples are called zero-shot prompts. Few-shot prompts are often used to regulate the formatting, phrasing, scoping, or general patterning of model responses. Use specific and varied examples to help the model narrow its focus and generate more accurate results. We recommend to always include few-shot examples in your prompts. Prompts without few-shot examples are likely to be less effective. In fact, you can remove instructions from your prompt if your examples are clear enough in showing the task at hand. The following zero-shot prompt asks the model to choose the best explanation. Prompt: Please choose the best explanation to the question: Question: How is snow formed? Explanation1: Snow is formed when water vapor in the air freezes into ice crystals in the atmosphere, which can combine and grow into snowflakes as they fall through the atmosphere and accumulate on the ground. Explanation2: Water vapor freezes into ice crystals forming snow. Answer: Response: Explanation1 is the better explanation because it provides more detail on the process, including how ice crystals combine and grow into snowflakes as they fall through the atmosphere. (gemini-2.5-flash) If your use case requires the model to produce concise responses, you can include examples in the prompt that give preference to concise responses. The following prompt provides two examples that show preference to the shorter explanations. In the response, you can see that the examples guided the model to choose the shorter explanation ( Explanation2 ) as opposed to the longer explanation ( Explanation1 ) like it did previously. Prompt: Below are some examples showing a question, explanation, and answer format: Question: Why is the sky blue? Explanation1: The sky appears blue because of Rayleigh scattering, which causes shorter blue wavelengths of light to be scattered more easily than longer red wavelengths, making the sky look blue. Explanation2: Due to Rayleigh scattering effect. Answer: Explanation2 Question: What is the cause of earthquakes? Explanation1: Sudden release of energy in the Earth's crust. Explanation2: Earthquakes happen when tectonic plates suddenly slip or break apart, causing a release of energy that creates seismic waves that can shake the ground and cause damage. Answer: Explanation1 Now, Answer the following question given the example formats above: Question: How is snow formed? Explanation1: Snow is formed when water vapor in the air freezes into ice crystals in the atmosphere, which can combine and grow into snowflakes as they fall through the atmosphere and accumulate on the ground. Explanation2: Water vapor freezes into ice crystals forming snow. Answer: Response: Answer: Explanation2 (gemini-2.5-flash) Optimal number of examples Models like Gemini can often pick up on patterns using a few examples, though you may need to experiment with the number of examples to provide in the prompt for the best results. At the same time, if you include too many examples, the model may start to overfit the response to the examples. Patterns vs anti patterns Using examples to show the model a pattern to follow is more effective than using examples to show the model an anti pattern to avoid. ⛔ Negative pattern: Example Don't end haikus with a question: Haiku are fun A short and simple poem Don't you enjoy them? ✅ Positive pattern: Example Always end haikus with an assertion: Haiku are fun A short and simple poem A joy to write Consistent formatting Make sure that the structure and formatting of few-shot examples are the same to avoid responses with undesired formats. One of the primary objectives of adding few-shot examples in prompts is to show the model the response format. Therefore, it is essential to ensure a consistent format across all examples, especially paying attention to XML tags, white spaces, newlines, and example splitters. Add context You can include instructions and information in a prompt that the model needs to solve a problem, instead of assuming that the model has all of the required information. This contextual information helps the model understand the constraints and details of what you're asking for it to do. The following example asks the model to give troubleshooting guidance for a router: Prompt: What should I do to fix my disconnected wifi? The light on my Google Wifi router is yellow and blinking slowly. Response: A yellow blinking light on your Google Wifi router usually indicates a problem with the internet connection. Here are some steps to troubleshoot and fix the issue: 1. Restart your router and modem: - Unplug your modem from the power outlet and wait for 30 seconds. - Plug your modem back in and wait for it to fully boot up. - Unplug your Google Wifi router and wait for 30 seconds. - Plug your Google Wifi router back in and wait for it to fully boot up. ..... (gemini-2.5-flash) The response looks like generic troubleshooting information that's not specific to the router or the status of the LED indicator lights. To customize the response for the specific router, you can add to the prompt the router's troubleshooting guide as context for it to refer to when providing a response. Prompt: Answer the question using the text below. Respond with only the text provided. Question: What should I do to fix my disconnected wifi? The light on my Google Wifi router is yellow and blinking slowly. Text: Color: Slowly pulsing yellow What it means: There is a network error. What to do: Check that the Ethernet cable is connected to both your router and your modem and both devices are turned on. You might need to unplug and plug in each device again. Color: Fast blinking yellow What it means: You are holding down the reset button and are factory resetting this device. What to do: If you keep holding down the reset button, after about 12 seconds, the light will turn solid yellow. Once it is solid yellow, let go of the factory reset button. Color: Solid yellow What it means: Router is factory resetting. What to do: This can take up to 10 minutes. When it's done, the device will reset itself and start pulsing white, letting you know it's ready for setup. Color: Solid red What it means: Something is wrong. What to do: Critical failure. Factory reset the router. If the light stays red, contact Wifi customer support. Response: Check that the Ethernet cable is connected to both your router and your modem and both devices are turned on. You might need to unplug and plug in each device again. (gemini-2.5-flash) Add prefixes A prefix is a word or phrase that you add to the prompt content that can serve several purposes, depending on where you put the prefix: Input prefix: Adding a prefix to the input signals semantically meaningful parts of the input to the model. For example, the prefixes "English:" and "French:" demarcate two different languages. Output prefix: Even though the output is generated by the model, you can add a prefix for the output in the prompt. The output prefix gives the model information about what's expected as a response. For example, the output prefix "JSON:" signals to the model that the output should be in JSON format. Example prefix: In few-shot prompts, adding prefixes to the examples provides labels that the model can use when generating the output, which makes it easier to parse output content. In the following example, "Text:" is the input prefix and "The answer is:" is the output prefix. Prompt: Classify the text as one of the following categories. - large - small Text: Rhino The answer is: large Text: Mouse The answer is: small Text: Snail The answer is: small Text: Elephant The answer is: Response: The answer is: large (gemini-2.5-flash) Break down prompts into components For use cases that require complex prompts, you can help the model manage this complexity by breaking things down into simpler components. Break down instructions: Instead of having many instructions in one prompt, create one prompt per instruction. You can choose which prompt to process based on the user's input. Chain prompts: For complex tasks that involve multiple sequential steps, make each step a prompt and chain the prompts together in a sequence. In this sequential chain of prompts, the output of one prompt in the sequence becomes the input of the next prompt. The output of the last prompt in the sequence is the final output. Aggregate responses: Aggregation is when you want to perform different parallel tasks on different portions of the data and aggregate the results to produce the final output. For example, you can tell the model to perform one operation on the first part of the data, perform another operation on the rest of the data and aggregate the results. Experiment with model parameters Each call that you send to a model includes parameter values that control how the model generates a response. The model can generate different results for different parameter values. Experiment with different parameter values to get the best values for the task. The parameters available for different models may differ. The most common parameters are the following: Max output tokens: Specifies the maximum number of tokens that can be generated in the response. A token is approximately four characters. 100 tokens correspond to roughly 60-80 words. Temperature: The temperature controls the degree of randomness in token selection. The temperature is used for sampling during response generation, which occurs when topP and topK are applied. Lower temperatures are good for prompts that require a more deterministic or less open-ended response, while higher temperatures can lead to more diverse or creative results. A temperature of 0 is deterministic, meaning that the highest probability response is always selected. Note: When using Gemini 3 models, we strongly recommend keeping the temperature at its default value of 1.0. Changing the temperature (setting it below 1.0) may lead to unexpected behavior, such as looping or degraded performance, particularly in complex mathematical or reasoning tasks. topK : The topK parameter changes how the model selects tokens for output. A topK of 1 means the selected token is the most probable among all the tokens in the model's vocabulary (also called greedy decoding), while a topK of 3 means that the next token is selected from among the 3 most probable using the temperature. For each token selection step, the topK tokens with the highest probabilities are sampled. Tokens are then further filtered based on topP with the final token selected using temperature sampling. topP : The topP parameter changes how the model selects tokens for output. Tokens are selected from the most to least probable until the sum of their probabilities equals the topP value. For example, if tokens A, B, and C have a probability of 0.3, 0.2, and 0.1 and the topP value is 0.5, then the model will select either A or B as the next token by using the temperature and exclude C as a candidate. The default topP value is 0.95. stop_sequences : Set a stop sequence to tell the model to stop generating content. A stop sequence can be any sequence of characters. Try to avoid using a sequence of characters that may appear in the generated content. Prompt iteration strategies Prompt design can sometimes require a few iterations before you consistently get the response you're looking for. This section provides guidance on some things you can try when iterating on your prompts: Use different phrasing: Using different words or phrasing in your prompts often yields different responses from the model even though they all mean the same thing. If you're not getting the expected results from your prompt, try rephrasing it. Version 1: How do I bake a pie? Version 2: Suggest a recipe for a pie. Version 3: What's a good pie recipe? Switch to an analogous task: If you can't get the model to follow your instructions for a task, try giving it instructions for an analogous task that achieves the same result. This prompt tells the model to categorize a book by using predefined categories: Prompt: Which category does The Odyssey belong to: thriller sci-fi mythology biography Response: The Odyssey belongs to the category of **mythology**. Here's why: * **Mythology:** The Odyssey tells the story of Odysseus, a hero from Greek mythology, and his journey home after the Trojan War. It features gods, monsters, and supernatural events common to Greek mythology. ..... (gemini-2.5-flash) The response is correct, but the model didn't stay within the bounds of the options. You also want to model to just respond with one of the options instead of in a full sentence. In this case, you can rephrase the instructions as a multiple choice question and ask the model to choose an option. Prompt: Multiple choice problem: Which of the following options describes the book The Odyssey? Options: thriller sci-fi mythology biography Response: The correct answer is mythology . (gemini-2.5-flash) Change the order of prompt content: The order of the content in the prompt can sometimes affect the response. Try changing the content order and see how that affects the response. Version 1 : [ examples ] [ context ] [ input ] Version 2 : [ input ] [ examples ] [ context ] Version 3 : [ examples ] [ input ] [ context ] Fallback responses A fallback response is a response returned by the model when either the prompt or the response triggers a safety filter. An example of a fallback response is "I'm not able to help with that, as I'm only a language model." If the model responds with a fallback response, try increasing the temperature. Things to avoid Avoid relying on models to generate factual information. Use with care on math and logic problems. Gemini 3 Gemini 3 models are designed for advanced reasoning and instruction following. They respond best to prompts that are direct, well-structured, and clearly define the task and any constraints. The following practices are recommended for optimal results with Gemini 3: Core prompting principles Be precise and direct: State your goal clearly and concisely. Avoid unnecessary or overly persuasive language. Use consistent structure: Employ clear delimiters to separate different parts of your prompt. XML-style tags (e.g., <context> , <task> ) or Markdown headings are effective. Choose one format and use it consistently within a single prompt. Define parameters: Explicitly explain any ambiguous terms or parameters. Control output verbosity: By default, Gemini 3 provides direct and efficient answers. If you need a more conversational or detailed response, you must explicitly request it in your instructions. Handle multimodal inputs coherently: When using text, images, audio, or video, treat them as equal-class inputs. Ensure your instructions clearly reference each modality as needed. Prioritize critical instructions: Place essential behavioral constraints, role definitions (persona), and output format requirements in the System Instruction or at the very beginning of the user prompt. Structure for long contexts: When providing large amounts of context (e.g., documents, code), supply all the context first. Place your specific instructions or questions at the very end of the prompt. Anchor context: After a large block of data, use a clear transition phrase to bridge the context and your query, such as "Based on the information above..." Gemini 3 Flash strategies Current day accuracy: Add the following clause to the developer instructions to help the model pay attention to the current day being in 2025: For time-sensitive user queries that require up-to-date information, you MUST follow the provided current time (date and year) when formulating search queries in tool calls. Remember it is 2025 this year. Knowledge cutoff accuracy: Add the following clause to the developer instructions to make the model aware of its knowledge cutoff: Your knowledge cutoff date is January 2025. Grounding performance: Add the following clause to the developer instructions (with edits where appropriate) to improve the model's ability to ground responses in provided context: You are a strictly grounded assistant limited to the information provided in the User Context. In your answers, rely **only** on the facts that are directly mentioned in that context. You must **not** access or utilize your own knowledge or common sense to answer. Do not assume or infer from the provided facts; simply report them exactly as they appear. Your answer must be factual and fully truthful to the provided text, leaving absolutely no room for speculation or interpretation. Treat the provided context as the absolute limit of truth; any facts or details that are not directly mentioned in the context must be considered **completely untruthful** and **completely unsupported**. If the exact answer is not explicitly written in the context, you must state that the information is not available. Enhancing reasoning and planning You can leverage Gemini 3's advanced thinking capabilities to improve its response quality for complex tasks by prompting it to plan or self-critique before providing the final response. Example - Explicit planning: Before providing the final answer, please: 1. Parse the stated goal into distinct sub-tasks. 2. Check if the input information is complete. 3. Create a structured outline to achieve the goal. Example - Self-critique: Before returning your final response, review your generated output against the user's original constraints. 1. Did I answer the user's *intent*, not just their literal words? 2. Is the tone authentic to the requested persona? Structured prompting examples Using tags or Markdown helps the model distinguish between instructions, context, and tasks. XML example: <role> You are a helpful assistant. </role> <constraints> 1. Be objective. 2. Cite sources. </constraints> <context> [Insert User Input Here - The model knows this is data, not instructions] </context> <task> [Insert the specific user request here] </task> Markdown example: # Identity You are a senior solution architect. # Constraints - No external libraries allowed. - Python 3.11+ syntax only. # Output format Return a single code block. Example template combining best practices This template captures the core principles for prompting with Gemini 3. Always make sure to iterate and modify for your specific use case. System Instruction: <role> You are Gemini 3, a specialized assistant for [Insert Domain, e.g., Data Science]. You are precise, analytical, and persistent. </role> <instructions> 1. **Plan**: Analyze the task and create a step-by-step plan. 2. **Execute**: Carry out the plan. 3. **Validate**: Review your output against the user's task. 4. **Format**: Present the final answer in the requested structure. </instructions> <constraints> - Verbosity: [Specify Low/Medium/High] - Tone: [Specify Formal/Casual/Technical] </constraints> <output_format> Structure your response as follows: 1. **Executive Summary**: [Short overview] 2. **Detailed Response**: [The main content] </output_format> User Prompt: <context> [Insert relevant documents, code snippets, or background info here] </context> <task> [Insert specific user request here] </task> <final_instruction> Remember to think step-by-step before answering. </final_instruction> Agentic workflows For deep agentic workflows, specific instructions are often required to control how the model reasons, plans, and executes tasks. While Gemini provides strong general performance, complex agents often require you to configure the trade-off between computational cost (latency and tokens) and task accuracy. When designing prompts for agents, consider the following dimensions of behavior that you can steer in the agent: Reasoning and strategy Configuration for how the model thinks and plans before taking action. Logical decomposition: Defines how thoroughly the model must analyze constraints, prerequisites, and the order of operations. Problem diagnosis : Controls the depth of analysis when identifying causes and the model’s use of abductive reasoning. Determines if the model should accept the most obvious answer or explore complex, less probable explanations. Information exhaustiveness: The trade-off between analyzing every available policy and document versus prioritizing efficiency and speed. Execution and reliability Configuration for how the agent operates autonomously and handles roadblocks. Adaptability: How the model reacts to new data. Determines whether it should strictly adhere to its initial plan or pivot immediately when observations contradict assumptions. Persistence and Recovery: The degree to which the model attempts to self-correct errors. High persistence increases success rates but risks higher token costs or loops. Risk Assessment: The logic for evaluating consequences. Explicitly distinguishes between low-risk exploratory actions (reads) and high-risk state changes (writes). Interaction and output Configuration for how the agent communicates with the user and formats results. Ambiguity and permission handling: Defines when the model is permitted to make assumptions versus when it must pause execution to ask the user for clarification or permission. Verbosity: Controls the volume of text generated alongside tool calls. This determines if the model explains its actions to the user or remains silent during execution. Precision and completeness: The required fidelity of the output. Specifies whether the model must solve for every edge case and provide exact figures or if ballpark estimates are acceptable. System instruction template The following system instruction is an example that has been evaluated by researchers to improve performance on agentic benchmarks where the model must adhere to a complex rulebook and interact with a user. It encourages the agent to act as a strong reasoner and planner, enforces specific behaviors across dimensions listed above and requires the model to proactively plan before taking any action. You can adapt this template to fit your specific use case constraints. You are a very strong reasoner and planner. Use these critical instructions to structure your plans, thoughts, and responses. Before taking any action (either tool calls *or* responses to the user), you must proactively, methodically, and independently plan and reason about: 1) Logical dependencies and constraints: Analyze the intended action against the following factors. Resolve conflicts in order of importance: 1.1) Policy-based rules, mandatory prerequisites, and constraints. 1.2) Order of operations: Ensure taking an action does not prevent a subsequent necessary action. 1.2.1) The user may request actions in a random order, but you may need to reorder operations to maximize successful completion of the task. 1.3) Other prerequisites (information and/or actions needed). 1.4) Explicit user constraints or preferences. 2) Risk assessment: What are the consequences of taking the action? Will the new state cause any future issues? 2.1) For exploratory tasks (like searches), missing *optional* parameters is a LOW risk. **Prefer calling the tool with the available information over asking the user, unless** your `Rule 1` (Logical Dependencies) reasoning determines that optional information is required for a later step in your plan. 3) Abductive reasoning and hypothesis exploration: At each step, identify the most logical and likely reason for any problem encountered. 3.1) Look beyond immediate or obvious causes. The most likely reason may not be the simplest and may require deeper inference. 3.2) Hypotheses may require additional research. Each hypothesis may take multiple steps to test. 3.3) Prioritize hypotheses based on likelihood, but do not discard less likely ones prematurely. A low-probability event may still be the root cause. 4) Outcome evaluation and adaptability: Does the previous observation require any changes to your plan? 4.1) If your initial hypotheses are disproven, actively generate new ones based on the gathered information. 5) Information availability: Incorporate all applicable and alternative sources of information, including: 5.1) Using available tools and their capabilities 5.2) All policies, rules, checklists, and constraints 5.3) Previous observations and conversation history 5.4) Information only available by asking the user 6) Precision and Grounding: Ensure your reasoning is extremely precise and relevant to each exact ongoing situation. 6.1) Verify your claims by quoting the exact applicable information (including policies) when referring to them. 7) Completeness: Ensure that all requirements, constraints, options, and preferences are exhaustively incorporated into your plan. 7.1) Resolve conflicts using the order of importance in #1 . 7.2) Avoid premature conclusions: There may be multiple relevant options for a given situation. 7.2.1) To check for whether an option is relevant, reason about all information sources from #5 . 7.2.2) You may need to consult the user to even know whether something is applicable. Do not assume it is not applicable without checking. 7.3) Review applicable sources of information from #5 to confirm which are relevant to the current state. 8) Persistence and patience: Do not give up unless all the reasoning above is exhausted. 8.1) Don't be dissuaded by time taken or user frustration. 8.2) This persistence must be intelligent: On *transient* errors (e.g. please try again), you *must* retry **unless an explicit retry limit (e.g., max x tries) has been reached** . If such a limit is hit, you *must* stop. On *other* errors, you must change your strategy or arguments, not repeat the same failed call. 9) Inhibit your response: only take an action after all the above reasoning is completed. Once you've taken an action, you cannot take it back. Generative models under the hood This section aims to answer the question - Is there randomness in generative models' responses, or are they deterministic? The short answer - yes to both. When you prompt a generative model, a text response is generated in two stages. In the first stage, the generative model processes the input prompt and generates a probability distribution over possible tokens (words) that are likely to come next. For example, if you prompt with the input text "The dog jumped over the ... ", the generative model will produce an array of probable next words: [("fence", 0.77), ("ledge", 0.12), ("blanket", 0.03), ...] This process is deterministic; a generative model will produce this same distribution every time it's input the same prompt text. In the second stage, the generative model converts these distributions into actual text responses through one of several decoding strategies. A simple decoding strategy might select the most likely token at every timestep. This process would always be deterministic. However, you could instead choose to generate a response by randomly sampling over the distribution returned by the model. This process would be stochastic (random). Control the degree of randomness allowed in this decoding process by setting the temperature. A temperature of 0 means only the most likely tokens are selected, and there's no randomness. Conversely, a high temperature injects a high degree of randomness into the tokens selected by the model, leading to more unexpected, surprising model responses. For Gemini 3 , it's recommended to not change the default temperature of 1.0 to avoid unexpected outcomes. Next steps Now that you have a deeper understanding of prompt design, try writing your own prompts using Google AI Studio . Learn more about the Gemini 3 Pro Preview model. To learn about multimodal prompting, see Prompting with media files . To learn about image prompting, see the Nano Banana and Imagen prompt guides. To learn about video prompting, see the Veo prompt guide . Send feedback Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License . For details, see the Google Developers Site Policies . Java is a registered trademark of Oracle and/or its affiliates. Last updated 2026-01-08 UTC. Need to tell us more? 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https://aws.amazon.com/blogs/storage/tag/amazon-simple-storage-service-amazon-s3/ | Amazon Simple Storage Service (Amazon S3) | AWS Storage Blog Skip to Main Content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account AWS Blogs Home Blogs Editions AWS Storage Blog Tag: Amazon Simple Storage Service (Amazon S3) Automated extraction of compressed files on Amazon S3 using AWS Batch and Amazon ECS by Shirin Bano and Pratik Jain on 18 DEC 2025 in Amazon Elastic Block Store (Amazon EBS) , Amazon EventBridge , Amazon Simple Storage Service (S3) , AWS Batch , Intermediate (200) , Technical How-to Permalink Comments Share Organizations frequently upload compressed TAR files to Amazon S3 for efficient data transfer, but downstream applications often need extracted files for processing. Although AWS Glue excels at processing splittable files across worker nodes, TAR files need single-node processing, traditionally forcing teams to manually provision servers, monitor extraction jobs, and manage resource cleanup. This post demonstrates […] Architecting high performance AI-driven data applications with Spice AI and AWS by Mustafa Duzok , Ishara Premadasa , Sudha Vijayakumar , and Wyatt Wenzel on 15 DEC 2025 in Amazon S3 Tables , Amazon Simple Storage Service (S3) , Artificial Intelligence , Expert (400) , Learning Levels , Partner solutions , Storage , Technical How-to Permalink Comments Share As enterprises scale their adoption of generative AI, one of the biggest technical challenges is connecting AI applications to the right data and making that data fast, accessible, and secure. AI agents are transforming industries through applications like customer support automation, personalized e-commerce recommendations, and research assistance in financial services and healthcare. These applications require […] Building an open warehouse architecture: Supabase’s integration with Amazon S3 Tables by Riccardo Busetti , Andrew (Qingjie) Ren , Ameen Khan , Fabien Gaud , and Pritesh Patel on 15 DEC 2025 in Advanced (300) , Amazon Athena , Amazon EMR , Amazon Redshift , Amazon S3 Tables , Amazon Simple Storage Service (S3) , AWS Key Management Service , Customer Solutions , Open Source Permalink Comments Share As applications scale, developers face a persistent challenge: analytical queries that slow down transactional databases, force them to copy data across multiple proprietary tools, and create disconnected data silos. For the 5 million developers building on Supabase, an open source Postgres development platform, this tension between operational and analytical workloads has become increasingly critical. The […] Lower your Amazon S3 backup costs with AWS Backup S3 tiering by Stuart Lupton and Sravan Rachiraju on 26 NOV 2025 in Advanced (300) , Amazon Simple Storage Service (S3) , AWS Backup , Best Practices , Cloud Cost Optimization , Storage , Technical How-to Permalink Comments Share Organizations face a critical challenge in data protection: how to retain ever-increasing volumes of backup data for extended periods while maintaining cost efficiency. Regulatory mandates, internal governance policies, and comprehensive disaster recovery strategies often necessitate preserving backups for months or even years. At the same time, the threat landscape continues to evolve, with sophisticated ransomware […] Advanced notice: Amazon S3 to disable the use of SSE-C encryption by default for all new buckets and select existing buckets in April 2026 by Will Cavin on 19 NOV 2025 in Amazon Simple Storage Service (S3) , Announcements , AWS CloudFormation , AWS CloudTrail , AWS Identity and Access Management (IAM) , AWS Key Management Service , Intermediate (200) Permalink Comments Share Starting on April 6, 2026, we will be changing how server-side encryption with customer-provided keys (SSE-C) is enabled for Amazon S3 buckets. With this change, SSE-C will be disabled by default on all new S3 general purpose buckets. Furthermore, SSE-C will also be disabled for all existing buckets in Amazon Web Services (AWS) Accounts that […] How to use Amazon S3 Multi-Region Access Points to streamline and reduce the cost of writing across AWS Regions by Sang Kong , Aritra Gupta , Jeff Martin , Paul Davidson , Davide Romani , and Dimpy Chhabra on 17 NOV 2025 in Advanced (300) , Amazon EC2 , Amazon Simple Storage Service (S3) , Amazon VPC , AWS Global Accelerator , AWS Identity and Access Management (IAM) , AWS Transit Gateway , Technical How-to Permalink Comments Share Large global organizations often struggle to efficiently manage data copies across different geographic regions when using distributed object storage services. Although several approaches exist for cross-region data writing, common solutions such as data replication or streaming can be costly and introduce latency issues. Many customers have core services deployed globally across multiple Amazon Web Services […] Build intelligent ETL pipelines using AWS Model Context Protocol and Amazon Q by Avijit Goswami and Ajit Tandale on 03 NOV 2025 in Advanced (300) , Amazon EMR , Amazon Managed Workflows for Apache Airflow (Amazon MWAA) , Amazon Q , Amazon Redshift , Amazon S3 Tables , Amazon Simple Storage Service (S3) , AWS CLI , AWS Glue , AWS Identity and Access Management (IAM) , Technical How-to Permalink Comments Share Data scientists and engineers spend hours writing complex data pipelines to extract, transform, and load (ETL) data from various sources into their data lakes for data integration and creating unified data models to build business insights. The process involves understanding the source and target systems, discovering schemas, mapping source and target, writing and testing ETL […] Optimizing recommendations and analytics using Amazon DynamoDB and Amazon S3 by Sidhanth Muralidhar , Ranjan Dhar , Nishant Jain , and Meenal Sharma on 21 OCT 2025 in Advanced (300) , Amazon Athena , Amazon Bedrock , Amazon DynamoDB , Amazon EMR , Amazon Redshift , Amazon SageMaker Unified Studio , Amazon Simple Storage Service (S3) , AWS Glue , Technical How-to Permalink Comments Share Today, consumers navigate thousands of products on e-commerce sites, hundreds of shows on streaming platforms, and countless options in digital marketplaces. This choice overload creates decision fatigue, yet consumers continue to demand more variety and make more purchases online. As a result, personalization has become essential—consumers reward brands that deliver relevant, tailored online experiences. However, […] Cross-account Amazon S3 bulk transfers with enhanced AWS KMS support by Abhishek Shukla and Ezat Karimi on 20 OCT 2025 in Advanced (300) , Amazon Simple Storage Service (S3) , AWS Key Management Service , Storage , Technical How-to Permalink Comments Share Cross-account Amazon S3 bulk transfers with enhanced AWS Key Management Service (AWS KMS) support become increasingly critical as organizations grow and accumulate vast amounts of digital assets across their enterprise. Managing millions or even billions of files presents unique challenges, especially when these files need to be moved securely between different AWS accounts. Operations such […] Derive intelligent storage insights using S3 Metadata and Model Context Protocol (MCP) by Lee Kear , Roohi Sood , and Harsha Battapady on 15 OCT 2025 in Amazon Q , Amazon Q Developer , Amazon S3 Tables , Amazon Simple Storage Service (S3) , Analytics , AWS CLI , AWS Identity and Access Management (IAM) , Intermediate (200) , Storage , Technical How-to Permalink Comments Share Organizations face mounting challenges in managing and operationalizing their ever-growing data assets for machine learning and analytics workflows. When dealing with billions and trillions of objects, teams struggle to find what data they have and how to efficiently find specific datasets. 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https://huggingface.co/datasets/marin-community/open-thoughts-4-30k-math-qwen3-32b-annotated-32768-tokens/viewer/default/train | marin-community/open-thoughts-4-30k-math-qwen3-32b-annotated-32768-tokens · Datasets at Hugging Face \nOkay, so I need to find the probability that when flipping a fair coin 10 times, the longest run of consecutive heads is exactly 4. Hmm, let me think about how to approach this.\n\nFirst, I know that the total number of possible outcomes is 2^10, which is 1024. So the denominator of my probability will be 1024. The challenge is figuring out the numerator, which is the number of sequences of 10 coin flips where the longest run of heads is exactly 4.\n\nI remember that problems involving runs can sometimes be tackled using recursion or dynamic programming. Maybe I can use recursion here. Let me try to recall how that works.\n\nLet me denote by a_n the number of sequences of n flips where the longest run of heads is at most k. But in this case, I need the longest run to be exactly 4. So maybe I need to compute the number of sequences with maximum run of heads ≤4 and subtract those with maximum run ≤3. That way, the difference would give me the number of sequences where the maximum run is exactly 4. That sounds like a plan.\n\nSo, if I can compute f(n, k) as the number of sequences of n flips with maximum run of heads ≤k, then the answer I want is f(10, 4) - f(10, 3). Then divide that by 1024.\n\nOkay, so I need to figure out how to compute f(n, k). I think there's a recurrence relation for this. Let me recall. For each position in the sequence, if the last flip is a tail, then the number of sequences is equal to f(n-1, k). If the last flip is a head, then we have to consider how many consecutive heads are there before it. Wait, maybe there's a better way.\n\nI remember that for the number of binary strings of length n with no more than k consecutive 1s, the recurrence is f(n) = f(n-1) + f(n-2) + ... + f(n - k - 1). Wait, no, maybe not exactly. Let me think again.\n\nActually, the standard recurrence for the number of binary strings of length n with no more than k consecutive heads is f(n) = f(n-1) + f(n-2) + ... + f(n - k - 1)? Wait, no, maybe it's f(n) = (f(n-1) * 1) + ... ?\n\nWait, here's a better way. Let me think recursively. Suppose we want to build a sequence of n flips with no run longer than k. The idea is that such a sequence can end with a tail followed by any valid sequence of length n-1, or a head followed by a tail and any valid sequence of length n-2, or two heads followed by a tail and any valid sequence of length n-3, and so on, up to k heads followed by a tail and any valid sequence of length n - (k+1). But if we reach the end of the sequence, we don't need to have a tail after the k heads. Hmm, maybe that complicates things.\n\nAlternatively, there's a standard recurrence relation for this problem. Let me check my memory. If we let f(n) be the number of sequences of length n with no more than k consecutive heads, then the recurrence is f(n) = f(n-1) + f(n-2) + ... + f(n - k - 1). Wait, no, that doesn't seem right. Wait, actually, the standard problem is about no more than k consecutive heads. For example, for k=1, it's no two heads in a row. The recurrence for that is f(n) = f(n-1) + f(n-2). For k=2, it would be f(n) = f(n-1) + f(n-2) + f(n-3)? Wait, maybe not. Let me think.\n\nActually, the correct recurrence is f(n) = f(n-1) + f(n-2) - f(n - k - 1)? No, that doesn't make sense. Wait, here's a better approach. Let me define f(n) as the number of valid sequences of length n ending with a tail, and g(n) as the number ending with a head. Then total sequences would be f(n) + g(n).\n\nFor f(n): If the sequence ends with a tail, then the previous n-1 flips can be any valid sequence, and we add a tail. So f(n) = (f(n-1) + g(n-1)) * 1 (since we add a tail).\n\nFor g(n): If the sequence ends with a head, then we have to consider how many heads are at the end. If we have a run of m heads ending at position n, then the previous flip must be a head, and before that, there must be a tail or the start of the sequence. Wait, maybe another way. If we want to ensure that the run of heads doesn't exceed k, then g(n) can be defined as the number of sequences ending with a head, with the run length of heads at the end being from 1 to k. So, if we have a run of m heads ending at position n, then the (n - m)th position must be a tail, and positions n - m + 1 to n are heads. Therefore, the recurrence for g(n) would be g(n) = g(n - 1) + g(n - 2) + ... + g(n - k), but no, that might not be right.\n\nWait, here's a standard approach. Let me recall that for the number of binary strings of length n with no more than k consecutive heads, the recurrence is f(n) = f(n - 1) + f(n - 2) + ... + f(n - k - 1) + 1? No, perhaps not. Wait, actually, let me look up the standard recurrence in my mind. For the Fibonacci-like problem where you can't have two consecutive heads, the recurrence is f(n) = f(n - 1) + f(n - 2). For the case where you can't have more than k consecutive heads, the recurrence is similar but extended. For example, if k=2, then f(n) = f(n - 1) + f(n - 2) + f(n - 3). Wait, let me think of it as follows:\n\nIf you have a valid sequence of length n, then it can end with a tail, followed by any valid sequence of length n - 1. Or it can end with a single head, followed by a valid sequence of length n - 1 ending with a tail. Or it can end with two heads, followed by a valid sequence of length n - 2 ending with a tail. Wait, this seems complicated.\n\nAlternatively, here's a better way. Let me define f(n) as the number of valid sequences of length n with no more than k consecutive heads. Then, to build such a sequence, consider the first occurrence of a tail. However, that might not be straightforward.\n\nWait, here's a standard method. Let me think recursively. Suppose we have a sequence of n flips with no more than k consecutive heads. The sequence can end with a tail, or with 1 head, or with 2 heads, ..., up to k heads. If it ends with a tail, then the number of such sequences is equal to f(n - 1). If it ends with exactly 1 head, then before that head there must be a tail, so the number is equal to f(n - 2). Similarly, if it ends with exactly 2 heads, then before those two heads there must be a tail, so the number is f(n - 3). Continuing this way, if it ends with exactly m heads (where 1 ≤ m ≤ k), then the number is f(n - m - 1). Therefore, the total number is f(n) = f(n - 1) + f(n - 2) + ... + f(n - k - 1). Wait, but when m = k, then it would be f(n - k - 1)? Wait, no. If you have m heads at the end, then before those m heads, there must be a tail. Therefore, the length before that tail is n - m - 1. Therefore, the total number is sum_{i=1}^k f(n - i). But if n - i is less than zero, we need to adjust. Wait, actually, for n ≥ 1, and with appropriate base cases.\n\nWait, let me check for k=1. If k=1, meaning no more than 1 head in a row. Then the recurrence would be f(n) = f(n - 1) + f(n - 2). Because if you end with a tail, you have f(n - 1), and if you end with a single head, you have to have a tail before, so f(n - 2). Which is correct because that's the Fibonacci sequence. Similarly, for k=2, the recurrence would be f(n) = f(n - 1) + f(n - 2) + f(n - 3). Let me check for n=3. For n=3, the number of sequences with no more than 2 heads in a row. Total sequences are 8. The only invalid sequence is HHH, so f(3) = 7. According to the recurrence, if we assume base cases:\n\nLet me define f(0) = 1 (empty sequence), f(1) = 2 (H, T), f(2) = 4 (all except HH? No, wait, with k=2, we allow up to 2 heads. So all sequences are allowed except those with more than 2 heads. For n=2, all sequences are allowed, so f(2)=4. For n=3, f(3) = f(2) + f(1) + f(0) = 4 + 2 + 1 = 7, which matches. So yes, the recurrence seems correct.\n\nTherefore, in general, for the number of sequences of length n with no more than k consecutive heads, the recurrence is f(n) = f(n - 1) + f(n - 2) + ... + f(n - k - 1), with the understanding that f(m) = 0 for m k, f(n) = f(n-1) + ... + f(n -k -1)? Wait, no, for n= k +1, the recurrence would be f(k+1) = f(k) + f(k-1) + ... + f(0). Since f(k) = 2^k, f(k-1)=2^{k-1}, ..., f(0)=1. Therefore, f(k+1) = 2^k + 2^{k-1} + ... + 1. But also, the total number of sequences of length k+1 without more than k heads is 2^{k+1} -1, since only the sequence of all heads is invalid. Therefore, 2^{k+1} -1 should equal 2^k + 2^{k-1} + ... + 1. Let's check for k=2: 2^{3} -1 = 8 -1 =7, and 2^2 + 2^1 + 1 = 4 + 2 + 1 =7. Correct. Therefore, the recurrence holds. Therefore, the general formula is correct.\n\nTherefore, for our problem, we can compute f(n, k) where f(n, k) is the number of sequences of length n with no more than k consecutive heads. The recurrence is f(n, k) = f(n - 1, k) + f(n - 2, k) + ... + f(n - k - 1, k) + ...? Wait, no, more precisely, for each n, f(n, k) = sum_{i=1}^{k+1} f(n - i, k), but with the terms adjusted for n - i ≥ 0. Wait, actually, based on previous, for the recurrence, it's f(n, k) = f(n - 1, k) + f(n - 2, k) + ... + f(n - k - 1, k) ??? Wait, no, earlier we saw that for k=2, the recurrence is f(n) = f(n - 1) + f(n - 2) + f(n - 3). Wait, but k=2, and the number of terms is k + 1? No, for k=2, it's 3 terms. Wait, k + 1? For general k, the recurrence is f(n) = sum_{i=1}^{k+1} f(n - i). Wait, but for k=1, it's f(n) = f(n - 1) + f(n - 2), which is 2 terms, which is k + 1 = 2. For k=2, it's 3 terms. So yes, in general, for the number of sequences of length n with no more than k consecutive heads, the recurrence is f(n) = sum_{i=1}^{k+1} f(n - i), with base cases.\n\nBut actually, when I think about it, the number of terms in the sum is k + 1? Wait, for k=1, the maximum run is 1, so the recurrence is f(n) = f(n - 1) + f(n - 2). The idea is that if you add a head or a tail. But if you add a head, you have to make sure that the previous was a tail. Wait, maybe another way. Let me think again.\n\nActually, another approach is to use the idea that the recurrence is f(n) = f(n - 1) + f(n - 2) - f(n - k - 1). No, not sure. Wait, going back, the correct recurrence is f(n) = f(n - 1) + f(n - 2) + ... + f(n - (k + 1))? No, for k=2, we saw that f(n) = f(n - 1) + f(n - 2) + f(n - 3). Wait, but n - 3 would be for sequences ending with 2 heads followed by a tail? No, maybe not. Wait, let me think of it as follows:\n\nTo build a valid sequence of length n, consider the number of heads at the end. If the sequence ends with a tail, then the number of such sequences is f(n - 1). If it ends with exactly one head, then before that head there must be a tail, so the number is f(n - 2). If it ends with exactly two heads, then before those two heads there must be a tail, so the number is f(n - 3). Continuing this way, if it ends with exactly m heads (where 1 ≤ m ≤ k), then the number is f(n - m - 1). Therefore, the total number is f(n) = f(n - 1) + f(n - 2) + ... + f(n - k - 1). Wait, but when m = k, we have f(n - k - 1)? Wait, if you have m heads at the end, then before that there is a tail, so the length before that tail is n - m - 1? Wait, let's take an example. Suppose n=5, m=2. Then the sequence ends with two heads, so before those two heads there is a tail. Therefore, the total length before that tail is 5 - 2 - 1 = 2? Wait, no. If the sequence ends with two heads, then the third last character must be a tail. Therefore, the length before that tail is n - m - 1? Wait, n - m is the position where the tail is. For example, if n=5, m=2, then the tail is at position 5 - 2 = 3. Then the sequence up to position 3 is arbitrary (as long as valid), then positions 4 and 5 are heads. Therefore, the number of such sequences is f(3). Therefore, in general, for ending with m heads, the number is f(n - m - 1)? No, it's f(n - m - 1)? Wait, if the tail is at position n - m, then the length before that tail is n - m, so it's f(n - m). Therefore, the number of sequences ending with m heads is f(n - m). Therefore, the total number is sum_{m=0}^k f(n - m - 1). Wait, maybe I need to adjust indices.\n\nThis is getting confusing. Let me try with k=2 and n=3. For n=3, sequences with no more than 2 heads. The total is 7. According to the idea above, if we consider sequences ending with 0 heads (i.e., ending with a tail), which would be f(2). Then sequences ending with 1 head: f(1). Sequences ending with 2 heads: f(0). Therefore total is f(2) + f(1) + f(0) = 4 + 2 + 1 = 7. Which is correct. Therefore, in general, f(n) = sum_{m=0}^k f(n - m - 1). But m here is the number of heads at the end, from 0 to k. Wait, m=0 would mean ending with a tail, which would correspond to adding a tail to a sequence of length n - 1. Wait, but in the above example, m=0 would be ending with a tail, so the number is f(n - 1). Then m=1 is ending with 1 head, which requires adding a head to a sequence ending with a tail, so the number is f(n - 2). Similarly, m=2 is ending with 2 heads, which requires adding two heads to a sequence ending with a tail, so the number is f(n - 3). Therefore, in general, for each m from 0 to k, the number is f(n - m - 1). Wait, but m=0 to k would give terms from f(n - 1) down to f(n - k - 1). Therefore, f(n) = sum_{i=1}^{k + 1} f(n - i). Therefore, the recurrence is f(n) = f(n - 1) + f(n - 2) + ... + f(n - k - 1). But with the understanding that if n - i is less than zero, those terms are zero? Or we have base cases?\n\nBut in our example with n=3 and k=2, the terms are f(2) + f(1) + f(0). Which are all valid. So for general n and k, the recurrence is f(n) = sum_{i=1}^{k + 1} f(n - i), with the base cases f(0) = 1, and for n k + 1? Not sure.\n\nWait, let me try for k=1. If k=1, maximum run of 1 head. Then:\n\na_n = a_{n-1} + b_{n-1}\n\nb_n = a_{n-1} (since you can only add a head to a sequence ending with a tail)\n\nTherefore, total f(n) = a_n + b_n = (a_{n-1} + b_{n-1}) + a_{n-1} = f(n - 1) + a_{n - 1}\n\nBut since a_{n - 1} = f(n - 2), because a_{n - 1} = a_{n - 2} + b_{n - 2} = f(n - 2). Therefore, f(n) = f(n - 1) + f(n - 2), which is the Fibonacci recurrence. Correct.\n\nSimilarly, for k=2, let's try:\n\na_n = a_{n - 1} + b_{n - 1}\n\nb_n = a_{n - 1} + b_{n - 1} - d_{n - 1}, where d_{n - 1} is the number of sequences of length n - 1 ending with 2 heads (since adding a head would make it 3, which is invalid). But d_{n - 1} = b_{n - 1} - a_{n - 2}? Not sure. Wait, sequences ending with exactly 2 heads would be equal to the number of sequences of length n - 1 - 2 = n - 3 ending with a tail, followed by two heads. Therefore, d_{n - 1} = a_{n - 3} ?\n\nWait, if you want sequences of length n - 1 ending with exactly 2 heads, then before those two heads, there must be a tail. Therefore, the number is a_{n - 1 - 2} = a_{n - 3}. Therefore, in general, for sequences ending with exactly m heads, it's a_{n - m - 1}.\n\nTherefore, for b_n, which is sequences ending with a head (with run length from 1 to k), we can write b_n = b_{n - 1} + a_{n - 1} - a_{n - k - 1} ?\n\nWait, let me think again. For k=2, to compute b_n:\n\nb_n is the number of sequences ending with a head (with run length 1 or 2). To get this, we can take all sequences of length n - 1 and add a head, but subtract those sequences which would result in a run longer than 2. The number of such sequences is equal to the number of sequences of length n - 1 ending with exactly 2 heads, because adding a head to those would make it 3. But the number of sequences of length n - 1 ending with exactly 2 heads is a_{n - 1 - 2} = a_{n - 3}. Therefore, b_n = (a_{n - 1} + b_{n - 1}) - a_{n - 3} ?\n\nWait, but (a_{n - 1} + b_{n - 1}) is f(n - 1), the total number of sequences of length n - 1. Therefore, b_n = f(n - 1) - a_{n - 3} ?\n\nBut for k=2, let's test with n=3. For n=3, b_3 should be the number of sequences of length 3 ending with a head, with no more than 2 consecutive heads. The total sequences with no more than 2 heads is 7. The number ending with a tail is a_3 = f(2) = 4. Therefore, b_3 = 7 - 4 = 3. According to the formula, b_3 = f(2) - a_{0} = 4 - 1 = 3. Correct. For n=3, a_{n - 3} = a_0 = 1. Correct.\n\nSimilarly, for n=4, b_4 = f(3) - a_{1} = 7 - 2 = 5. Let's check manually. For n=4, sequences ending with a head with no more than 2 consecutive heads. The total sequences with no more than 2 heads is f(4). Let me compute f(4). For n=4, total sequences is 16. The invalid sequences are those with 3 or 4 heads. The number of sequences with 4 heads is 1 (HHHH). The number with exactly 3 heads: there are 2 positions where the tail can be: THHH, HTHH, HHTH, HHHT. But wait, THHH has a run of 3 heads, which is invalid. Similarly for the others. So there are 4 sequences with exactly 3 heads, each containing a run of 3. However, note that HHHH contains multiple runs of 3. But since we are counting sequences with at least one run of 3 or more, inclusion-exclusion might be needed. However, since we already know from the recurrence that f(4) = f(3) + f(2) + f(1) + f(0) ??? Wait, earlier confusion again. Wait, if we use the a_n and b_n approach, let's compute f(4):\n\na_4 = a_3 + b_3 = 4 + 3 = 7\n\nb_4 = f(3) - a_{4 - 3} = f(3) - a_1 = 7 - 2 = 5\n\nTherefore, f(4) = a_4 + b_4 = 7 + 5 = 12. Let's check manually. Total sequences 16. Invalid sequences are those with runs of 3 or more heads. How many are there?\n\nNumber of sequences with at least one run of 3 heads:\n\n- Runs of exactly 3 heads: Let's count them. In 4 flips, a run of 3 can start at position 1 or 2.\n\n- Starting at 1: THHH, HHHT? Wait, starting at 1: HHHx, where x can be H or T. But HHHH has a run of 4, which we'll count separately. So THHH and HHHH. Similarly, starting at position 2: xHHH, where x is T or H. So THHH and HHHH. But THHH is already counted. So total unique sequences with at least one run of 3 heads: THHH, HHHH, HHHT? Wait, HHHT has a run of 3 heads ending at position 3. So yes, HHHT is another one. Similarly, HTHH doesn't have a run of 3. Wait, let's list all sequences with at least one run of 3 heads:\n\n1. THHH\n\n2. HHHT\n\n3. HHHH\n\nAre there others? Let's see:\n\n- HHTH: no\n\n- HTHH: no\n\n- THHT: no\n\n- TTHH: no\n\n- HTTH: no\n\n- THTH: no\n\n- TTTH: no\n\n- TTTT: no\n\n- HHTT: no\n\n- HTHT: no\n\n- HTTH: no\n\n- THHT: no\n\n- THTH: no\n\n- TTHT: no\n\n- TTHH: no\n\n- HTTT: no\n\nWait, only THHH, HHHT, and HHHH. So 3 invalid sequences. Therefore, f(4) = 16 - 3 = 13? But according to our calculation using a_n and b_n, f(4) = 12. Contradiction! There must be an error in my reasoning.\n\nWait, according to the a_n and b_n approach, f(4) = 12. But manual count suggests 13. Where is the mistake?\n\nLet me recalculate using a_n and b_n:\n\nFor n=0: a_0 = 1 (empty sequence ends with... hmm, maybe a_0 is 1 (tail?), but actually, the empty sequence doesn't end with anything. Maybe my definitions are off.\n\nWait, let's re-examine the definitions:\n\na_n: number of valid sequences of length n ending with a tail.\n\nb_n: number of valid sequences of length n ending with a head.\n\nFor n=0: There is 1 sequence (empty sequence). Does it end with a tail or a head? It doesn't end with either. But for the sake of the recurrence, maybe we define a_0 = 1 (considering the empty sequence as ending with a tail?), and b_0 = 0. Let me try that.\n\nSo:\n\nn=0:\n\na_0 = 1\n\nb_0 = 0\n\nf(0) = 1\n\nn=1:\n\na_1 = a_0 + b_0 = 1 + 0 = 1 (sequence T)\n\nb_1 = f(0) - a_{1 - 2} ??? Wait, earlier formula for b_n was b_n = f(n - 1) - a_{n - k - 1} ?\n\nWait, for k=2, b_n = f(n - 1) - a_{n - 3} ?\n\nWait for n=1, k=2:\n\nb_1 = f(0) - a_{1 - 3} = f(0) - a_{-2} ?\n\nBut a_{-2} is 0? Assuming that for negative indices, a_n = 0. Then b_1 = 1 - 0 = 1. Which is correct, since sequences of length 1 ending with a head is 1 (H). Therefore, f(1) = a_1 + b_1 = 1 + 1 = 2. Correct.\n\nn=2:\n\na_2 = a_1 + b_1 = 1 + 1 = 2 (TT, HT?)\n\nWait, no. Wait, a_n is sequences ending with a tail. For n=2, sequences ending with a tail are: TH, TT. So two sequences. Which matches a_2 = 2.\n\nb_2 = f(1) - a_{2 - 3} = f(1) - a_{-1} = 2 - 0 = 2. Which is correct: sequences ending with a head are HT, HH. But wait, with k=2, HH is allowed (run of 2). So yes, b_2 = 2. Therefore, f(2) = 2 + 2 = 4. Correct.\n\nn=3:\n\na_3 = a_2 + b_2 = 2 + 2 = 4\n\nb_3 = f(2) - a_{3 - 3} = f(2) - a_0 = 4 - 1 = 3. Which is correct: sequences ending with a head are THH, HTH, HHT. And also TTH? No, ending with a head. The sequences are THH, HTH, HHT, and HH H? Wait, HH H would be HHH, which is invalid? No, for k=2, runs longer than 2 are invalid. So HHH is invalid. Therefore, sequences of length 3 ending with a head and valid are those without runs longer than 2. So sequences are THH, HTH, HHT, and... is there another? Let's see:\n\nPossible sequences ending with H:\n\n- TTH\n\n- THT\n\n- THH\n\n- HTT\n\n- HTH\n\n- HHT\n\nWait, no, sequences of length 3 ending with H are those where the third flip is H. So:\n\n1. TTH\n\n2. THT\n\nWait no, THT ends with T. Wait:\n\nWait, sequences of length 3 ending with H:\n\nFirst two flips can be anything, last is H. But need to ensure no run longer than 2.\n\nSo:\n\n- TTH: valid\n\n- THT: ends with T, no\n\nWait, no, I need sequences ending with H. So:\n\n- TTH\n\n- THT is not ending with H.\n\nWait, sequences ending with H are:\n\n- TTH\n\n- THT is not, it's THT.\n\nWait, sequences of length 3 ending with H:\n\n- First two flips can be any valid sequence of length 2, followed by H. But since adding H to sequences of length 2 which don't end with two H's? Wait, no, because sequences of length 2 can end with up to two H's (since k=2 is allowed). So adding H to sequences of length 2:\n\nIf you add H to sequences of length 2:\n\n- If the sequence of length 2 ends with T (a_2 = 2: TT, HT), adding H gives TTH, HTH.\n\n- If the sequence of length 2 ends with H (b_2 = 2: TH, HH), adding H gives THH, HHH. But HHH is invalid. Therefore, only THH is valid.\n\nTherefore, total valid sequences ending with H: TTH, HTH, THH. So 3, which matches b_3 = 3. Therefore, f(3) = a_3 + b_3 = 4 + 3 = 7. Correct, as before.\n\nn=4:\n\na_4 = a_3 + b_3 = 4 + 3 = 7\n\nb_4 = f(3) - a_{4 - 3} = f(3) - a_1 = 7 - 1 = 6?\n\nWait, earlier I thought it was f(3) - a_{n - k - 1} where k=2, n=4. So n - k - 1 = 4 - 2 - 1 = 1. So a_1 = 1. Therefore, b_4 = 7 - 1 = 6. Therefore, f(4) = a_4 + b_4 = 7 + 6 = 13. Which matches the manual count (16 total - 3 invalid = 13). Earlier I had a miscalculation where I thought f(4) was 12, but actually it's 13. Great, so the formula works!\n\nTherefore, the formula for b_n is b_n = f(n - 1) - a_{n - k - 1}, where k is the maximum allowed run length. And since f(n - 1) = a_{n - 1} + b_{n - 1}, and a_{n} = a_{n - 1} + b_{n - 1}.\n\nTherefore, with this, we can compute f(n) for any n and k.\n\nSo, applying this, we can build up f(n, k) for k=4 and k=3.\n\nLet me first handle k=4, since we need f(10, 4) and f(10, 3).\n\nStarting with k=4:\n\nWe need to compute f(n) for n from 0 to 10, where f(n) is the number of sequences of length n with no more than 4 consecutive heads.\n\nTo do this, we need to track a_n and b_n for each n.\n\nLet me create tables for a_n, b_n, and f(n) for k=4.\n\nStarting with n=0:\n\na_0 = 1 (assuming empty sequence ends with tail)\n\nb_0 = 0\n\nf(0) = 1\n\nn=1:\n\na_1 = a_0 + b_0 = 1 + 0 = 1\n\nb_1 = f(0) - a_{1 - 4 - 1} = f(0) - a_{-4} = 1 - 0 = 1\n\nf(1) = 1 + 1 = 2\n\nn=2:\n\na_2 = a_1 + b_1 = 1 + 1 = 2\n\nb_2 = f(1) - a_{2 - 4 - 1} = f(1) - a_{-3} = 2 - 0 = 2\n\nf(2) = 2 + 2 = 4\n\nn=3:\n\na_3 = a_2 + b_2 = 2 + 2 = 4\n\nb_3 = f(2) - a_{3 - 4 - 1} = f(2) - a_{-2} = 4 - 0 = 4\n\nf(3) = 4 + 4 = 8\n\nn=4:\n\na_4 = a_3 + b_3 = 4 + 4 = 8\n\nb_4 = f(3) - a_{4 - 4 - 1} = f(3) - a_{-1} = 8 - 0 = 8\n\nf(4) = 8 + 8 = 16\n\nn=5:\n\na_5 = a_4 + b_4 = 8 + 8 = 16\n\nb_5 = f(4) - a_{5 - 4 - 1} = f(4) - a_0 = 16 - 1 = 15\n\nf(5) = 16 + 15 = 31\n\nn=6:\n\na_6 = a_5 + b_5 = 16 + 15 = 31\n\nb_6 = f(5) - a_{6 - 4 - 1} = f(5) - a_1 = 31 - 1 = 30\n\nf(6) = 31 + 30 = 61\n\nn=7:\n\na_7 = a_6 + b_6 = 31 + 30 = 61\n\nb_7 = f(6) - a_{7 - 4 - 1} = f(6) - a_2 = 61 - 2 = 59\n\nf(7) = 61 + 59 = 120\n\nn=8:\n\na_8 = a_7 + b_7 = 61 + 59 = 120\n\nb_8 = f(7) - a_{8 - 4 - 1} = f(7) - a_3 = 120 - 4 = 116\n\nf(8) = 120 + 116 = 236\n\nn=9:\n\na_9 = a_8 + b_8 = 120 + 116 = 236\n\nb_9 = f(8) - a_{9 - 4 - 1} = f(8) - a_4 = 236 - 8 = 228\n\nf(9) = 236 + 228 = 464\n\nn=10:\n\na_10 = a_9 + b_9 = 236 + 228 = 464\n\nb_10 = f(9) - a_{10 - 4 - 1} = f(9) - a_5 = 464 - 16 = 448\n\nf(10) = 464 + 448 = 912\n\nSo for k=4, f(10, 4) = 912.\n\nNow let's do the same for k=3, to compute f(10, 3). The process is similar, but with k=3.\n\nAgain, define a_n and b_n for k=3.\n\nStarting with n=0:\n\na_0 = 1\n\nb_0 = 0\n\nf(0) = 1\n\nn=1:\n\na_1 = a_0 + b_0 = 1 + 0 = 1\n\nb_1 = f(0) - a_{1 - 3 - 1} = f(0) - a_{-3} = 1 - 0 = 1\n\nf(1) = 1 + 1 = 2\n\nn=2:\n\na_2 = a_1 + b_1 = 1 + 1 = 2\n\nb_2 = f(1) - a_{2 - 3 - 1} = f(1) - a_{-2} = 2 - 0 = 2\n\nf(2) = 2 + 2 = 4\n\nn=3:\n\na_3 = a_2 + b_2 = 2 + 2 = 4\n\nb_3 = f(2) - a_{3 - 3 - 1} = f(2) - a_{-1} = 4 - 0 = 4\n\nf(3) = 4 + 4 = 8\n\nn=4:\n\na_4 = a_3 + b_3 = 4 + 4 = 8\n\nb_4 = f(3) - a_{4 - 3 - 1} = f(3) - a_0 = 8 - 1 = 7\n\nf(4) = 8 + 7 = 15\n\nn=5:\n\na_5 = a_4 + b_4 = 8 + 7 = 15\n\nb_5 = f(4) - a_{5 - 3 - 1} = f(4) - a_1 = 15 - 1 = 14\n\nf(5) = 15 + 14 = 29\n\nn=6:\n\na_6 = a_5 + b_5 = 15 + 14 = 29\n\nb_6 = f(5) - a_{6 - 3 - 1} = f(5) - a_2 = 29 - 2 = 27\n\nf(6) = 29 + 27 = 56\n\nn=7:\n\na_7 = a_6 + b_6 = 29 + 27 = 56\n\nb_7 = f(6) - a_{7 - 3 - 1} = f(6) - a_3 = 56 - 4 = 52\n\nf(7) = 56 + 52 = 108\n\nn=8:\n\na_8 = a_7 + b_7 = 56 + 52 = 108\n\nb_8 = f(7) - a_{8 - 3 - 1} = f(7) - a_4 = 108 - 8 = 100\n\nf(8) = 108 + 100 = 208\n\nn=9:\n\na_9 = a_8 + b_8 = 108 + 100 = 208\n\nb_9 = f(8) - a_{9 - 3 - 1} = f(8) - a_5 = 208 - 15 = 193\n\nf(9) = 208 + 193 = 401\n\nn=10:\n\na_10 = a_9 + b_9 = 208 + 193 = 401\n\nb_10 = f(9) - a_{10 - 3 - 1} = f(9) - a_6 = 401 - 29 = 372\n\nf(10) = 401 + 372 = 773\n\nSo for k=3, f(10, 3) = 773.\n\nTherefore, the number of sequences with maximum run of heads exactly 4 is f(10, 4) - f(10, 3) = 912 - 773 = 139.\n\nTherefore, the probability is 139 / 1024.\n\nWait, let me verify these calculations step by step to make sure I didn't make any arithmetic errors.\n\nStarting with k=4:\n\nFor n=5: f(5)=31. Let me check manually? For n=5, total sequences 32. Invalid sequences are those with 5 heads or runs of 4 or 5. The only invalid sequences are those containing HHHH or HHHHH. How many are there?\n\n- HHHHH: 1\n\n- HHHHT, THHHH: 2\n\nSo total invalid sequences: 3. Therefore, valid sequences: 32 - 3 = 29. But according to our calculation, f(5)=31. Wait, discrepancy here! There's a problem. According to our calculation, f(5)=31, but manual count suggests 29. This means there's an error in my earlier calculations.\n\nWait, let me check the calculation for k=4, n=5:\n\nFor k=4, n=5:\n\na_5 = a_4 + b_4 = 8 + 8 = 16\n\nb_5 = f(4) - a_{5 - 4 - 1} = f(4) - a_{0} = 16 - 1 = 15\n\nf(5) = 16 + 15 = 31\n\nBut manual count suggests 29. Where is the mistake?\n\nLet me recount the invalid sequences for n=5 with k=4 (max run ≤4). Wait, since k=4, runs of 5 are invalid, but runs of 4 are allowed. Therefore, invalid sequences are those with 5 consecutive heads. There is only 1 such sequence: HHHHH. Therefore, valid sequences should be 32 - 1 = 31. Which matches the calculation. My earlier manual count was wrong because I considered runs of 4 as invalid, but for k=4, runs of 4 are allowed. So only runs longer than 4 (i.e., 5) are invalid. Therefore, f(5)=31 is correct. My mistake earlier was thinking that runs of 4 are invalid, but they are allowed. Therefore, the calculation is correct. Great.\n\nSimilarly, for n=4, f(4)=16, which is all sequences except HHHH? No, for n=4, with k=4, all sequences are allowed, since maximum run is 4. Therefore, f(4)=16 is correct. For n=5, only HHHHH is invalid, so 32 - 1 = 31. Correct.\n\nTherefore, proceeding with confidence.\n\nSimilarly, for k=3, let's check n=4: f(4)=15. Total sequences 16. Invalid sequences are those with runs of 4 or more heads. For k=3, runs of 4 are invalid. There is 1 such sequence: HHHH. Therefore, valid sequences: 16 - 1 = 15. Which matches f(4)=15. Correct.\n\nFor n=5, k=3: f(5)=29. Total sequences 32. Invalid sequences are those with runs of 4 or 5 heads. How many?\n\n- Runs of 5: 1 (HHHHH)\n\n- Runs of 4: sequences with HHHH. In 5 flips, HHHH can start at position 1 or 2.\n\nStarting at 1: HHHHx, where x can be H or T. But HHHHH is already counted above. So THHHH is another one. Starting at 2: xHHHH, where x can be H or T. So HHHHH and THHHH. So total invalid sequences: 1 (for 5 runs) + 2 (for 4 runs)? Wait, THHHH has a run of 4? No, THHHH has a run of 4 starting at position 2? Wait, THHHH: positions 2-5 are HHHH, which is a run of 4. So yes, THHHH is invalid. Similarly, HHHHT has a run of 4? No, HHHHT has a run of 4 in positions 1-4. So HHHHT is also invalid. Wait, for n=5, sequences with runs of 4 heads:\n\n- HHHHT\n\n- THHHH\n\n- HHHHH\n\nTherefore, 3 invalid sequences. Therefore, valid sequences: 32 - 3 = 29. Which matches f(5)=29. Correct. Therefore, calculations seem correct.\n\nTherefore, proceeding with the numbers:\n\nFor k=4, f(10)=912\n\nFor k=3, f(10)=773\n\nTherefore, the number of sequences with maximum run exactly 4 is 912 - 773 = 139.\n\nTherefore, the probability is 139 / 1024.\n\nBut let me verify the final numbers for k=4 and k=3 at n=10.\n\nFor k=4, f(10)=912. Let me see if there's another way to compute this or cross-verify.\n\nAlternatively, since for k=4, the number of sequences with no more than 4 heads is 912. Given that total sequences is 1024, the number of sequences with at least one run of 5 or more heads is 1024 - 912 = 112. Let me see if that makes sense.\n\nNumber of sequences with at least one run of 5 heads in 10 flips. This can be calculated using inclusion-exclusion, but it might be complex. However, for verification, let's see:\n\nNumber of sequences with a run of 5 heads: There are 6 possible starting positions for a run of 5 heads in 10 flips (positions 1-5, 2-6, ..., 6-10). Each such run can be considered, but overlaps complicate things.\n\nHowever, approximate count: 6 sequences, each contributing 2^{10 - 5} = 32 sequences? No, because when you fix a run of 5 heads, the remaining 5 flips can be anything. But this overcounts sequences with multiple runs.\n\nBut 6 * 2^5 = 6 * 32 = 192. But actual number is 112, so this is higher due to overcounting. Therefore, 1024 - 912 = 112 is plausible. Therefore, trusting the calculation.\n\nSimilarly, for k=3, f(10)=773. Therefore, sequences with max run ≤3 is 773, so sequences with max run ≥4 is 1024 - 773 = 251. Which should include sequences with max run 4, 5, ..., 10. But since we already calculated that sequences with max run ≥5 is 112, then sequences with max run exactly 4 would be 251 - 112 = 139, which matches our previous result. Therefore, this cross-verification works. Therefore, 139 is correct.\n\nTherefore, the probability is 139/1024.\n\nBut let me check if 139 and 1024 have common factors. 139 is a prime number? Let me check. 139 divided by 2, no. 3: 3*46=138, remainder 1. 5: no. 7: 7*19=133, 139-133=6, not divisible. 11: 11*12=132, 139-132=7, no. 13: 13*10=130, 139-130=9, no. So 139 is prime. 1024 is 2^10. Therefore, the fraction reduces to 139/1024.\n\nTherefore, the answer is 139/1024.\n\n**Final Answer**\nThe probability is \\boxed{\\dfrac{139}{1024}}.\n \n\nTo solve the problem of finding the probability that the **longest sequence of consecutive heads** in 10 fair coin flips is **exactly 4**, we proceed as follows:\n\n---\n\n### **Step 1: Total Number of Outcomes**\n\nEach coin flip has 2 possible outcomes (Heads or Tails), and there are 10 flips. Therefore, the total number of possible sequences is:\n\n$$\n2^{10} = 1024\n$$\n\n---\n\n### **Step 2: Define the Problem in Terms of Runs**\n\nWe are interested in the number of sequences where the **longest run of heads is exactly 4**. This means:\n\n- There is **at least one run of 4 heads**.\n- There is **no run of 5 or more heads**.\n\nTo compute this, we use the **inclusion-exclusion principle**:\n\n$$\n\\text{Number of sequences with max run of heads exactly 4} = f(10, 4) - f(10, 3)\n$$\n\nWhere:\n- $ f(n, k) $ is the number of sequences of length $ n $ with **no run of heads longer than $ k $**.\n\n---\n\n### **Step 3: Use Recurrence to Compute $ f(n, k) $**\n\nWe define two auxiliary sequences:\n- $ a_n $: number of valid sequences of length $ n $ ending in a **tail**.\n- $ b_n $: number of valid sequences of length $ n $ ending in a **head**.\n\nThen:\n- $ f(n) = a_n + b_n $\n- $ a_n = a_{n-1} + b_{n-1} $ (add a tail to any valid sequence of length $ n-1 $)\n- $ b_n = f(n-1) - a_{n - k - 1} $ (add a head to all sequences of length $ n-1 $, but subtract those that would create a run longer than $ k $)\n\nWe compute $ f(n, 4) $ and $ f(n, 3) $ for $ n = 10 $ using this recurrence.\n\n---\n\n### **Step 4: Compute $ f(10, 4) $ and $ f(10, 3) $**\n\nUsing the recurrence and base cases $ a_0 = 1, b_0 = 0 $, we compute:\n\n#### For $ k = 4 $:\n$$\nf(10, 4) = 912\n$$\n\n#### For $ k = 3 $:\n$$\nf(10, 3) = 773\n$$\n\n---\n\n### **Step 5: Compute the Desired Count**\n\n$$\n\\text{Number of sequences with max run of heads exactly 4} = f(10, 4) - f(10, 3) = 912 - 773 = 139\n$$\n\n---\n\n### **Step 6: Compute the Probability**\n\n$$\n\\text{Probability} = \\frac{139}{1024}\n$$\n\nSince 139 is a prime number and does not divide 1024, the fraction is already in lowest terms.\n\n---\n\n### **Final Answer**\n\n$$\n\\boxed{\\dfrac{139}{1024}}\n$$"},"conversations":{"kind":"string","value":"\"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 | 2026-01-13T09:29:52 |
https://www.cisco.com/c/pt_br/training-events.html | Recursos de treinamento, eventos e webinar da Cisco - Cisco Pular Conteúdo Principal Seguir para a busca Pular Rodapé Cisco.com Brasil Produtos e serviços Soluções Suporte Aprender Explore a Cisco Como comprar Página inicial de parceiros Programa para parceiros Suporte Ferramentas Localizar um parceiro da Cisco Conheça os nossos parceiros Torne-se parceiro da Cisco Treinamento, eventos e webinars Treinamento e certificações Certificações Exames Treinamento Catálogo de treinamento Recursos de treinamento Eventos Calendário de eventos globais Cisco Live Cisco Connect Webinars TechWiseTV Biblioteca de conhecimentos técnicos Hub de influenciadores Cisco Knowledge Network TREINAMENTO Avance na carreira com a Cisco Recursos e treinamento para capacitar seus negócios e a sua carreira. EVENTOS Cisco Live: sessões disponíveis sob demanda Gravações de sessões do Cisco Live disponíveis na biblioteca sob demanda. Veja palestras, sessões técnicas e demonstrações agora mesmo. WEBINARS Cisco Webex: confiança na TechWiseTV Ofereça comunicações empresariais privadas e seguras que surpreendam positivamente os usuários finais. CERTIFICAÇÕES Cisco Certified CyberOps Professional A certificação Cisco Certified CyberOps Professional comprova suas habilidades avançadas como analista sênior em um centro de operação de segurança. EVENTOS Eventos globais: interação com parceiros e funcionários da Cisco Junte-se a nós em eventos globais e conecte-se a parceiros, funcionários e especialistas da Cisco. WEBINARS Cisco Knowledge Network: webinars sob demanda para provedores de serviço Conheça nosso catálogo completo de webinars ao vivo e sob demanda para provedores de serviços. Recursos de treinamento Certification Tracking System Cisco Learning Locator Cisco Learning Network Programa de Parceiros de treinamento da Cisco Serviços de treinamento | 2026-01-13T09:29:52 |
https://ch.trustpilot.com/review/stylix.app | Bewertungen zu Stylix | Lesen Sie Kundenbewertungen zu stylix.app Vorgeschlagene Unternehmen Stiligt Stockholm stiligt-stockholm.com • 14 Bewertungen 1.9 Astroline astroline.today • 30’601 Bewertungen 4.5 Stylio - Personal AI Stylist quiz.stylio.fashion • 16 Bewertungen 3.5 Kategorien Blog Einloggen Für Unternehmen Für Unternehmen Einloggen Kategorien Blog Beauty & Wohlbefinden Schönheitssalons & -kliniken Stylist Stylix Zusammenfassung Info Bewertungen Zur Website Bewertung abgeben Zur Website Profil beansprucht Stylix Bewertungen 1’120 • 3.4 Stylist Bewertung abgeben Zur Website Bewertung abgeben Unternehmen auf Trustpilot können keine Belohnungen anbieten oder Geld bezahlen, um Bewertungen zu verbergen. Unternehmensdetails Stylist Softwareunternehmen Vom Unternehmen geschrieben Stylix is an AI-driven stylist & digital wardrobe app that helps users organize their clothing pieces, check clothes for a personal style match score, and create outfits that flatter their color type, body shape, and aesthetics. With Stylix’s shopping advice and outfit suggestions, users can shop smarter, save time dressing up, and feel more confident in outfits that highlight their best features. Mehr ansehen Kontaktinformationen Vereinigte Staaten stylix.app@support-team.app stylix.app 3.4 Akzeptabel 1120 Bewertungen 5 Sterne 4 Sterne 3 Sterne 2 Sterne 1 Stern Wie wird der TrustScore berechnet? Hat 93 % seiner negativen Bewertungen beantwortet Antwortet meist innerhalb von 1 Woche So nutzt dieses Unternehmen Trustpilot Das haben sich andere Leute angesehen Stiligt Stockholm stiligt-stockholm.com 1.9 (14) Astroline astroline.today 4.5 (30’601) Stylio - Personal AI Stylist quiz.stylio.fashion 3.5 (16) FxPremiere.com fxpremiere.com 3.9 (3745) FastSpring fastspring.com 2.8 (470) Botanique Paris botaniqueparis.com 4 (1083) Lusha lusha.com 1.3 (717) Halara thehalara.com 4.1 (358’973) 3.4 Alle Bewertungen Insgesamt 1’120 ● Bewertung abgeben Wir überprüfen Bewertungen 5 Sterne 35% 4 Sterne 17% 3 Sterne 17% 2 Sterne 5% 1 Stern 26% Was bedeuten die Hinweise neben Bewertungen auf Trustpilot? Weitere Filter Neueste zuerst Nutzt eventuell nicht unterstützte Einladungsmethoden Mehr lesen Wir haben festgestellt, dass dieses Unternehmen möglicherweise auf eine Weise zur Bewertungsabgabe einlädt, die von Trustpilot nicht unterstützt wird. Dies kann zu Verzerrungen führen und die Zuverlässigkeit von Bewertungen beeinträchtigen. Trustpilot bietet Unternehmen kostenfreie, unterstützte Methoden zum Versenden von Bewertungseinladungen. Diese Methoden helfen sicherzustellen, dass auf faire, einheitliche Weise zur Bewertungsabgabe eingeladen wird und die abgegebenen Bewertungen echt sind. EB Eileen Bohr DE • 7 Bewertungen Vor 2 Tagen Wrong type Said the I am a soft Summer! But I am a Deep autumn! 11. Januar 2026 Bewertung ohne vorherige Einladung RS Rosanna Strube DE • 2 Bewertungen Vor 5 Tagen Habs noch nicht richtig ausprobiert Habs noch nicht richtig ausprobiert, bisher aber ok! 8. Januar 2026 Bewertung ohne vorherige Einladung Antwort von Stylix Vor 2 Tagen Hello, Thank you for sharing your first impression with us! It’s totally okay if you haven’t fully tried AI Stylix yet. We’re glad to hear that things feel okay so far, and once you explore a bit more, your personal AI stylist will start showing you your colors, insights, and style suggestions tailored just for you. If you ever need help getting started or want tips on what to check out next, we’re always here for you. Best regards, Stylix Team 👠💄 Anna Botzenhardt DE • 1 Bewertung Vor 7 Tagen Schnell ein Kauf getätigt ohne es zu… Schnell ein Kauf getätigt ohne es zu bemerken. 6. Januar 2026 Bewertung ohne vorherige Einladung Antwort von Stylix Vor 2 Tagen Hello, Thank you for letting us know what happened! We’re really sorry to hear that a purchase went through before you noticed. AI Stylix should never make you feel rushed or caught off guard by a payment. Since all purchases are processed directly through the App Store or Google Play, a charge can happen instantly if the button is tapped — even accidentally. Please check your purchase history in your app store, and if this wasn’t intentional, reach out to our support team through the Stylix app with a screenshot of the charge. We’ll help review the situation and guide you through the next steps as quickly as possible. Best regards, Stylix Team 👠💄 Michi H. AT • 3 Bewertungen Vor 7 Tagen Funktioniert überhaupt nicht 6. Januar 2026 Bewertung ohne vorherige Einladung Antwort von Stylix Vor 4 Tagen Hello, Thank you for letting us know what’s going on! We’re really sorry to hear that AI Stylix isn’t working at all for you. Your personal AI stylist should load smoothly and give you clear results, so if nothing is functioning, something definitely isn’t working as it should. Try reopening the app or checking your connection, and if the issue continues, please reach out to our support team through the Stylix app so we can take a closer look and fix this for you as quickly as possible. We’re here to make sure you can enjoy the full experience without any frustration. Best regards, Stylix Team 👠💄 Sandra Ziegler AT • 1 Bewertung 2. Jan. 2026 Vorsicht beim Probeabo – unerwartete Abbuchung Ich wollte lediglich das 3-tägige Probeabo um 1,20 € testen. Trotzdem wurden zusätzlich 29,99 € über PayPal abgebucht, ohne dass mir klar und transparent ein kostenpflichtiges Folgeabo angezeigt wurde. Die Kündigung ist umständlich und nicht eindeutig auffindbar. Ich habe die Kündigung soeben per E-Mail an den Support geschickt und warte derzeit noch auf eine Antwort. Insgesamt ein sehr intransparentes Abomodell, das bei mir kein Vertrauen hinterlässt. Vorsicht beim Abschluss eines Probeabos. 2. Januar 2026 Bewertung ohne vorherige Einladung Antwort von Stylix Vor 7 Tagen Hello, We completely understand how frustrating this must be, and we’re here to make things right for you pronto!
Please provide the following details: 1. The email address associated with your subscription.
2. The ticket number from your previous communication with our support team. Once we have this info, our team will roll out the red carpet for your request, investigate thoroughly, and ensure any necessary corrections or refunds are taken care of with top priority. We truly appreciate your patience and are committed to turning this around for you. Thanks for sticking with us, we won’t let you down! Best regards,
Stylix Team 👠💄 BI Bia DE • 2 Bewertungen 11. Dez. 2025 Finger weg!!! Finger weg!!! Am liebsten würde ich dieser völlig unseriösen Möchtegern Firma 0 Sterne geben. So etwas ist mir noch nie passiert, und ich ärgere mich echt, dass ich darauf eingegangen bin. Auf Instagram bekam ich eine Werbung, schön und gut; für 3 Tage Probe Abo sollte ich 1€ zahlen. Das habe ich über ApplePay bezahlt . Direkt danach bekam ich dann 2 Mails von denen. In der ich eine Rechnung mit 29,99€ bekam!!! So etwas habe ich nicht autorisiert! Ich sehe es auch nicht ein, für etwas zu bezahlen, was ich nicht gekauft habe!!! Das Konto bei denen habe ich direkt nach dem ich die Rechnung mot 29,99€ bekommen habe, gelöscht!!! Dann habe ich es auch bei ApplePay gemeldet. Wenn die das Geld abbuchen, werde ich sofort bei meiner Bank um eine Rückerstattung bitten. Was ist das für eine Scheinfirma? Das die mit so einer derartigen Boshaftigkeit den Leuten Geld aus der Tasche ziehen wollen? Auch werde ich das bei der Verbraucherzentrale meden, damit keine anderen Leute darauf reinfallen… Finger weg!!! 8. Dezember 2025 Bewertung ohne vorherige Einladung Antwort von Stylix Aktualisiert vor 2 Tagen Hello, We truly appreciate you taking the time to share your feedback with us. Our team has made several efforts to gather the necessary details to properly investigate your case and find a resolution tailored to you. However, we have not yet received a response, making it difficult for us to move forward in assisting you effectively. To maintain a fair and transparent experience for all our valued users, we must ensure that every matter is handled with care and impartiality. That said, we would love the opportunity to work toward a resolution with you. Please feel free to reach out to us via stylix@support-team.app or directly through the platform.
For a seamless experience, kindly include "Your Name and Surname. TrustPilot Review" in the subject line to help us prioritize your request.
We truly value your cooperation and look forward to assisting you in any way we can. Best regards,
Stylix Team 👠💄 JU Julia DE • 3 Bewertungen Aktualisiert am 26. Okt. 2025 Absolute Frechheit Wie bereits viele schon geschrieben haben, wurden auch bei mir nach dem 1,19€ Probeabo ungefragt 29,99€ abgebucht. Auch wenn es jetzt so wirkt, als wäre Stylix sehr bemüht zu helfen (s. Kommentar) wurde diese Hilfe leider schon abgeschmettert. Bitte auf keinen Fall darauf reinfallen!!! 14. Oktober 2025 Bewertung ohne vorherige Einladung Antwort von Stylix Aktualisiert am 11. Nov. 2025 Hello Style Icon, We truly appreciate you taking the time to share your feedback with us. Our team has made several efforts to gather the necessary details to properly investigate your case and find a resolution tailored to you. However, we have not yet received a response, making it difficult for us to move forward in assisting you effectively. To maintain a fair and transparent experience for all our valued users, we must ensure that every matter is handled with care and impartiality. That said, we would love the opportunity to work toward a resolution with you. Please feel free to reach out to us via stylix@support-team.app or directly through the platform.
For a seamless experience, kindly include "Your Name and Surname. TrustPilot Review" in the subject line to help us prioritize your request.
We truly value your cooperation and look forward to assisting you in any way we can. Best regards,
Stylix Team 👠💄 SJ Sarah J. DE • 2 Bewertungen 12. Okt. 2025 Betrug Betrug: zu den 1€ Probeabo wurden ungefragt 29,99€ sowie 28,99€ abgehoben! 12. Oktober 2025 Bewertung ohne vorherige Einladung Antwort von Stylix Aktualisiert am 19. Okt. 2025 Hello Trendsetter, This is absolutely not the experience we want for our fabulous customers, and we’re truly sorry for any frustration this may have caused. Rest assured, our dedicated support team has already reached out with a tailored solution to address your concerns. We’re fully committed to making things right, whether that means correcting any errors or ensuring the proper refunds are processed. We truly appreciate your patience and trust in us. Your satisfaction is our priority, and we’ll do everything we can to turn this around for you! Best regards,
Stylix Team 👠💄 Raluca Lupu RO • 2 Bewertungen Aktualisiert am 12. Okt. 2025 Sehr zu empfehlen Ich bin sehr begeistert. Ich habe eine sehr gute Erfahrung gemacht. Würde es sehr empfehlen. Ich habe 1€ bezahlt und ein toller Ergebnis bekommen. Es lohnt sich. Probieren Sie. Sie werden es nicht bereuen. I recommend it! 3. Oktober 2025 Bewertung ohne vorherige Einladung Antwort von Stylix Aktualisiert am 13. Okt. 2025 Hello Raluca, We truly appreciate you taking the time to share your experience and for your kind words, it means so much to us!
Your trust and patience throughout this process have not gone unnoticed, and we are sincerely grateful. We understand that you had some initial concerns, and we deeply appreciate you bringing them to our attention.
Our goal is always to ensure that every customer feels heard, valued, and supported, so we’re pleased that we could resolve your concerns and process your refund smoothly.
Your understanding and cooperation have been truly appreciated. If you ever need any further assistance, please don’t hesitate to reach out, we are always here and more than happy to help.
Once again, thank you for your trust and for allowing us the opportunity to make things right.
Best regards,
Stylix Team 👠💄 CL Claudia DE • 4 Bewertungen Aktualisiert am 23. Sept. 2025 Unnötiger Aufwand! Ehe ich mich versah, wurden zu dem einen Euro von meinem Konto 29,99 Euro abgebucht, obwohl ich dem nicht zugestimmt hatte! Dazu kam noch ein ebenfalls nicht autorisiertes Abo, das ich aber sofort, wenn auch etwas umständlich, wieder kündigen konnte. Die 29,99 Euro sind für einen Bericht (pdf), der mir zugeschickt wurde, von dem ich aber gemäß der Darstellung geglaubt hatte, er würde 1 Euro kosten. Das ist unseriös und gemäß Paragraf 312j BGB nicht erlaubt. Bei einem Verstoß gegen diesen Paragrafen ist der Kauf unwirksam, und die Ware muss nicht bezahlt werden. Ich habe sofort eine Widerrufserklärung eingereicht und die Abbuchung stoppen lassen. Update 22.09.25 Ich habe lediglich eine Standardantwort erhalten und fordere Stylix noch einmal auf, dass sie die unautorisierte Abbuchung in Höhe von 29,99 € nicht durchführen. Da es sich um eine nicht autorisierte Zahlung handelt, liegt ein eindeutiger Verstoß gegen geltendes Verbraucherrecht vor. Sollte der Betrag jedoch abgebucht werden, werde ich den Vorgang über meine Bank im Rahmen eines Chargebacks sowie über die Verbraucherzentrale weiterverfolgen. Ich kann allen nur empfehlen, von solchen „Lockangeboten“ auf Insta und Co. die Finger zu lassen. Update 23.09.25: Stylix hat mein Abo inzwischen storniert und den Testbetrag korrekt auf 1 € begrenzt. Eine zunächst angezeigte zusätzliche Belastung von 29,99 € wurde nicht endgültig eingezogen bzw. zurückerstattet. Positiv ist, dass die Kündigung und Klärung funktioniert haben, negativ bleibt der aus meiner Sicht unklare und verwirrende Ablauf beim Abschluss. Ich gebe wegen der abschließenden Bearbeitung nun zwei Sterne. 20. September 2025 Bewertung ohne vorherige Einladung Antwort von Stylix Aktualisiert am 24. Sept. 2025 Hello again,
We’re truly sorry for any frustration this situation may have caused, but we’ve got some good news!
Our support team has successfully resolved the issue, we’ve located the account linked to the charge, and your refund is already in motion.
We appreciate your patience and sincerely regret any stress this may have caused. Thanks for sticking with us, we’ve got your back!
Best regards,
Stylix Team 👠💄 ME Melany DK • 1 Bewertung 5. Sept. 2025 Vorsicht – absolut unseriös! Ich kann nur jedem dringend davon abraten, mit diesem Unternehmen Geschäfte zu machen. Meine Erfahrung war leider durchweg negativ: Versprochene Leistungen wurden nicht eingehalten, Informationen wurden bewusst falsch dargestellt, und es wurde versucht, mich finanziell zu übervorteilen. Nach mehrfachen Kontaktversuchen wurde entweder gar nicht reagiert oder ausweichend geantwortet – eine Lösung des Problems blieb aus. Was hier passiert, ist kein Einzelfall, sondern scheint System zu haben: Kunden werden belogen und regelrecht betrogen. So ein Verhalten ist nicht nur unseriös, sondern schlichtweg inakzeptabel. 5. September 2025 Bewertung ohne vorherige Einladung Antwort von Stylix Aktualisiert am 21. Sept. 2025 Hello Style Icon, We truly appreciate you taking the time to share your feedback with us. Our team has made several efforts to gather the necessary details to properly investigate your case and find a resolution tailored to you. However, we have not yet received a response, making it difficult for us to move forward in assisting you effectively. To maintain a fair and transparent experience for all our valued users, we must ensure that every matter is handled with care and impartiality. That said, we would love the opportunity to work toward a resolution with you. Please feel free to reach out to us via stylix@support-team.app or directly through the platform.
For a seamless experience, kindly include "Your Name and Surname. TrustPilot Review" in the subject line to help us prioritize your request.
We truly value your cooperation and look forward to assisting you in any way we can. Best regards,
Stylix Team 👠💄 Sarah Prankl CH • 1 Bewertung Aktualisiert am 18. Aug. 2025 SCAM!!! SCAM!!! Es wird eifach ein Betrag von 29.- abgebucht, ohne dass man zustimmt. Update 18.8. Ich habe einen Testzeitraum für 4.99 gekauft. Ein paar Minuten nach dieser Zahlung wurden mir ohne weiteren Kauf oder meine Einwilligung einfach weitere 29.99 von meinem Konto abgebucht. Dazu erhielt ich sogar eine Quittung mit einer angeblichen Bestellung per E-Mail. Ich habe aber keine zweite Bestellung gemacht. Sofort habe ich eine E-Mail an den Support gesendet. Die Antwort unter dieser Bewertung wird also einfach mal standardmässig platziert, ohne vorher auch nur den geringsten Aufwand zu tätigen. Ansonsten wäre dem Support aufgefallen, dass ich mich bereits mehrfach per E-Mail gemeldet hatte. Nach mehreren E-Mails mit dem Support erhielt ich die Rückmeldung, dass die letzte Transaktion zurückerstattet wird. Leider wurde hier vermutlich bewusst kein Betrag genannt, den mir Stylix zurückzahlen will. Ich habe daraufhin eine weitere E-Mail geschickt um mir die Rückzahlung der einfach so abgebuchten 29.99 bestätigen zu lassen. Seit 4 Tagen erhalte ich darauf allerdings keine Rückmeldung mehr. Die Rückerstattung habe ich bisher nicht erhalten. 13. August 2025 Bewertung ohne vorherige Einladung Antwort von Stylix Aktualisiert am 24. Aug. 2025 Hello again,
We’re truly sorry for any frustration this situation may have caused, but we’ve got some good news!
Our support team has successfully resolved the issue, we’ve located the account linked to the charge, and your refund is already in motion.
We appreciate your patience and sincerely regret any stress this may have caused. Thanks for sticking with us, we’ve got your back!
Best regards,
Stylix Team 👠💄 SS Son Son DE • 4 Bewertungen 24. Juli 2025 Bitte lasst die Finger davon Bitte lasst die Finger davon! Ich hatte lediglich der einmaligen Farbanalyse aufgrund einer simplen Instagramwerbung zugestimmt. Daraufhin sollten zusätzlich zwei irreführende Beträge abgebucht werden, welchen ich niemals zugestimmt hatte! Einmal 28,99€ und 29,99€, nach einer Beschwerdemail an Stylix wurde der geringere Betrag gelöscht sprich die Abbuchung wurde nicht veranlasst doch 29,99€ wurden dennoch abgebucht, obwohl diesbezüglich mehrfach geäußert hatte dass ich der Abbuchung nicht zustimme. Natürlich habe ich mich sofort an meine Bank gewendet, ebenfalls an den Apple Support da ich damals über Apple Pay gezahlt hatte, doch auch die konnten nichts unternehmen. Es kann doch nicht sein dass man automatisch ein Abo aufgeschwatzt bekommt wenn man einer einmaligen Zahlung von knapp zwei Euro zustimmt, liebes Stylix-Team ihr solltet dringend eure Unternehmensphilosophie überdenken denn so bekommt man den Eindruck dass es bei euch einfach nur um Abzocke uns Scam geht! 17. Juli 2025 Bewertung ohne vorherige Einladung Antwort von Stylix Aktualisiert am 3. Aug. 2025 Hello Style Icon, We truly appreciate you taking the time to share your feedback with us. Our team has made several efforts to gather the necessary details to properly investigate your case and find a resolution tailored to you. However, we have not yet received a response, making it difficult for us to move forward in assisting you effectively. To maintain a fair and transparent experience for all our valued users, we must ensure that every matter is handled with care and impartiality. That said, we would love the opportunity to work toward a resolution with you. Please feel free to reach out to us via stylix@support-team.app or directly through the platform.
For a seamless experience, kindly include "Your Name and Surname. TrustPilot Review" in the subject line to help us prioritize your request.
We truly value your cooperation and look forward to assisting you in any way we can. Best regards,
Stylix Team 👠💄 LA Laura DE • 2 Bewertungen 22. Juli 2025 Eindeutig Scam Eindeutig Scam! Wollte ein Test Abo für 3 Tage (1€) und bekam einen Guide für nochmals 28,99€ ohne meine Zustimmung! Dazu noch ein Paypal Zahlungsabo, welches ich einfach stornieren kann. Problem ist gemeldet, eine Rücjmeldung bekomme ich nicht. Bitte Vorsicht, und viele Grüße 22. Juli 2025 Bewertung ohne vorherige Einladung Antwort von Stylix Aktualisiert am 3. Aug. 2025 Hello Style Icon, We truly appreciate you taking the time to share your feedback with us. Our team has made several efforts to gather the necessary details to properly investigate your case and find a resolution tailored to you. However, we have not yet received a response, making it difficult for us to move forward in assisting you effectively. To maintain a fair and transparent experience for all our valued users, we must ensure that every matter is handled with care and impartiality. That said, we would love the opportunity to work toward a resolution with you. Please feel free to reach out to us via stylix@support-team.app or directly through the platform.
For a seamless experience, kindly include "Your Name and Surname. TrustPilot Review" in the subject line to help us prioritize your request.
We truly value your cooperation and look forward to assisting you in any way we can. Best regards,
Stylix Team 👠💄 AN Anastasia DE • 2 Bewertungen 14. Juli 2025 Scam! Bitte fallt nicht darauf rein! SCAM!!! Ich stimmte der Zusendung der Farbanalyse mit dem Preis in Höhe von 1,99€ zu. Dennoch wurden mir weitere 29,99€ und 28,99€ abgebucht, ohne, dass ich diesen Abbuchungen zugestimmt habe. Habe den Kundensupport angeschrieben und hoffe (wahrscheinlich vergebens) auf eine Rückerstattung. 14. Juli 2025 Bewertung ohne vorherige Einladung Antwort von Stylix Aktualisiert am 24. Juli 2025 Hello Style Icon, We truly appreciate you taking the time to share your feedback with us. Our team has made several efforts to gather the necessary details to properly investigate your case and find a resolution tailored to you. However, we have not yet received a response, making it difficult for us to move forward in assisting you effectively. To maintain a fair and transparent experience for all our valued users, we must ensure that every matter is handled with care and impartiality. That said, we would love the opportunity to work toward a resolution with you. Please feel free to reach out to us via stylix@support-team.app or directly through the platform.
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https://aws.amazon.com/s3 | Cloud Object Storage – Amazon S3 – Amazon Web Services Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account Amazon S3 Overview Features Storage classes Pricing Security More Products › Storage › Amazon S3 Amazon S3 Object storage built to retrieve any amount of data from anywhere Sign up What is Amazon S3? Amazon Simple Storage Service (Amazon S3) is an object storage service offering industry-leading scalability, data availability, security, and performance. Millions of customers of all sizes and industries store, manage, analyze, and protect any amount of data for virtually any use case, such as data lakes, cloud-native applications, and mobile apps. With cost-effective storage classes and easy-to-use management features, you can optimize costs, organize and analyze data, and configure fine-tuned access controls to meet specific business and compliance requirements. Play Benefits Scalability You can store virtually any amount of data with S3 all the way to exabytes with unmatched performance. S3 is fully elastic, automatically growing and shrinking as you add and remove data. There’s no need to provision storage, and you pay only for what you use. Durability and availability Amazon S3 provides the most durable storage in the cloud and industry leading availability. Based on its unique architecture, S3 is designed to provide 99.999999999% (11 nines) data durability and 99.99% availability by default, backed by the strongest SLAs in the cloud. Security and data protection Protect your data with unmatched security, data protection, compliance, and access control capabilities. S3 is secure, private, and encrypted by default, and also supports numerous auditing capabilities to monitor access requests to your S3 resources. Lowest price and highest performance S3 delivers multiple storage classes with the best price performance for any workload and automated data lifecycle management, so you can store massive amounts of frequently, infrequently, or rarely accessed data in a cost-efficient way. S3 delivers the resiliency, flexibility, latency, and throughput, to ensure storage never limits performance. Use cases Data lakes Backup and restore data Archive data Generative AI Build a data lake A data lake is a centralized repository that allows you to store all your structured and unstructured data at any scale. You can run data analytics, artificial intelligence (AI), machine learning (ML), and high-performance computing (HPC) applications to unlock the value of your data. With an Amazon S3 data lake, users in Salesforce’s organization can discover, access, and analyze all their data, regardless of where it lives, in a secure and governed way. Read the Salesforce case study Backup and restore critical data Meet your recovery time objective (RTO), recovery point objective (RPO), and compliance requirements with S3's robust replication functionality, data protection with AWS Backup, and various AWS Partner Network solutions. Ancestry uses the Amazon S3 Glacier storage classes to restore terabytes of images in mere hours instead of days. Learn about the Amazon S3 Glacier and S3 Glacier Deep Archive storage classes Archive data at the lowest cost Move data archives to the Amazon S3 Glacier storage classes to lower costs, eliminate operational complexities, and gain new insights. The BBC, a UK public service broadcaster, safely migrated its 100-year-old flagship archive to Amazon S3 Glacier Instant Retrieval. View the BBC case study Put your data to work Because Amazon S3 stores more than 350 trillion objects (exabytes of data) for virtually any use case and averages over 100 million requests per second, it may be the starting point of your generative AI journey. Grendene is creating a generative AI-based virtual assistant for their sales team using a data lake built on Amazon S3. Read the Grendene case study Customers Read more from our customers Industry-leading scalability “Modernizing the NASCAR technology stack by using AWS Storage is an incredibly monumental step in our overall cloud adoption journey at NASCAR. Migrating all our video, audio, and image libraries to the industry-leading scalability, data availability, security, and performance of Amazon S3 allows us to spend more time developing additional workflows that help our business.” — Chris Wolford, Senior Director of Media and Event Technology, NASCAR Read the NASCAR blog Read the NASCAR blog Cost savings “You think about our 400 percent growth, and that translates into user growth and data growth. Amazon S3 is a massively scalable storage service that we use to serve our growing number of customers worldwide. By optimizing our Amazon S3 usage, we can stretch our IT budgets and extend the impact of our technology.” — Manoj Kalyanaraman, Chief Technology Officer, Dropsuite Read the Dropsuite case study Read the Dropsuite case study Preserving history through archives "We want to have a forward-looking strategy, with tools like flexible storage and compute that facilitate the use of machine learning. Our goal is to safeguard the content in the archives so that it’s accessible for another 100 years.” — Brendan Mallon, head of product and services in BBC Archives Technology and Services Read the BBC case study A cornerstone solution “Amazon S3 is the cornerstone of our solution, and it gives us the durability and reliability we need for storing critical data.” — Andre Sublett, Health Cloud, Learning Factory, and Core Services engineer, GE Healthcare Digital Read GE Healthcare Digital case study Read GE Healthcare Digital case study How it works Amazon S3 stores data as objects within buckets. An object is a file and any metadata that describes the file. A bucket is a container for objects. To store your data in Amazon S3, you first create a bucket and specify a bucket name and AWS Region. Then, you upload your data to that bucket as objects in Amazon S3. Each object has a key (or key name), which is the unique identifier for the object within the bucket. S3 provides features that you can configure to support your specific use case. For example, you can use S3 Versioning to keep multiple versions of an object in the same bucket, which allows you to restore objects that are accidentally deleted or overwritten. Buckets and the objects in them are private and can only be accessed with explicitly granted access permissions. You can use bucket policies, AWS Identity and Access Management (IAM) policies, S3 Access Points, and access control lists (ACLs) to manage access. Get started FAQs Amazon S3 FAQs Learn more Getting started Get started with Amazon S3 Start building Free tier Get started with Amazon S3 with AWS Free Tier Sign up Features page Amazon S3 features Learn more Did you find what you were looking for today? Let us know so we can improve the quality of the content on our pages Yes No Create an AWS account Learn What Is AWS? What Is Cloud Computing? What Is Agentic AI? 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https://ai.google.dev/gemini-api/docs/models/gemini | Gemini models | Gemini API | Google AI for Developers Skip to main content / English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 Get API key Cookbook Community Sign in Docs API reference Gemini API Docs API reference Get API key Cookbook Community Get started Overview Quickstart API keys Libraries Interactions API Models Gemini Gemini 3 Nano Banana image generation Veo video generation Lyria music generation Imagen image generation Embeddings Robotics Pricing Rate limits Core capabilities Text Image Image generation 🍌 Image understanding Video Documents Speech and audio Speech generation Audio understanding Thinking and thought signatures Thinking Thought signatures Structured outputs Function calling Long context Tools and agents Overview Deep Research Google Search Google Maps Code execution URL context Computer Use File Search Live API Get started Capabilities Tool use Session management Ephemeral tokens Guides Batch API File input Input methods Files API Context caching OpenAI compatibility Media resolution Token counting Prompt engineering Logs and datasets Get started with logs Data logging and sharing Safety Safety settings Safety guidance Open-Source frameworks LangChain & LangGraph CrewAI LlamaIndex Vercel AI SDK Resources Migrate to Gen AI SDK Release notes Deprecations API troubleshooting Billing info Partner and library integrations Google AI Studio Quickstart Vibe code in Build mode Try out LearnLM Troubleshooting Access for Workspace users Google Cloud Platform VertexAI Gemini API OAuth authentication Policies Terms of service Available regions Additional usage polices Home Gemini API Docs Send feedback Gemini models We have updated our Terms of Service . OUR MOST INTELLIGENT MODEL Gemini 3 Pro The best model in the world for multimodal understanding, and our most powerful agentic and vibe-coding model yet, delivering richer visuals and deeper interactivity, all built on a foundation of state-of-the-art reasoning. Expand to learn more Try in Google AI Studio Model details Gemini 3 Pro Preview Property Description id_card Model code gemini-3-pro-preview save Supported data types Inputs Text, Image, Video, Audio, and PDF Output Text token_auto Token limits [*] Input token limit 1,048,576 Output token limit 65,536 handyman Capabilities Audio generation Not supported Batch API Supported Caching Supported Code execution Supported File search Supported Function calling Supported Grounding with Google Maps Not supported Image generation Not supported Live API Not supported Search grounding Supported Structured outputs Supported Thinking Supported URL context Supported 123 Versions Read the model version patterns for more details. Preview: gemini-3-pro-preview calendar_month Latest update November 2025 cognition_2 Knowledge cutoff January 2025 Gemini 3 Pro Image Preview Property Description id_card Model code gemini-3-pro-image-preview save Supported data types Inputs Image and Text Output Image and Text token_auto Token limits [*] Input token limit 65,536 Output token limit 32,768 handyman Capabilities Audio generation Not supported Batch API Supported Caching Not supported Code execution Not supported File search Not supported Function calling Not supported Grounding with Google Maps Not supported Image generation Supported Live API Not supported Search grounding Supported Structured outputs Supported Thinking Supported URL context Not supported 123 Versions Read the model version patterns for more details. Preview: gemini-3-pro-image-preview calendar_month Latest update November 2025 cognition_2 Knowledge cutoff January 2025 OUR MOST BALANCED MODEL, DESIGNED TO SCALE Gemini 3 Flash Our most balanced model built for speed, scale, and frontier intelligence. Expand to learn more Try in Google AI Studio Model details Gemini 3 Flash Preview Property Description id_card Model code gemini-3-flash-preview save Supported data types Inputs Text, Image, Video, Audio, and PDF Output Text token_auto Token limits [*] Input token limit 1,048,576 Output token limit 65,536 handyman Capabilities Audio generation Not supported Batch API Supported Caching Supported Code execution Supported File search Supported Function calling Supported Grounding with Google Maps Not supported Image generation Not supported Live API Not supported Search grounding Supported Structured outputs Supported Thinking Supported URL context Supported 123 Versions Read the model version patterns for more details. Preview: gemini-3-flash-preview calendar_month Latest update December 2025 cognition_2 Knowledge cutoff January 2025 FAST AND INTELLIGENT Gemini 2.5 Flash Our best model in terms of price-performance, offering well-rounded capabilities. 2.5 Flash is best for large scale processing, low-latency, high volume tasks that require thinking, and agentic use cases. Expand to learn more Try in Google AI Studio Model details Gemini 2.5 Flash Property Description id_card Model code gemini-2.5-flash save Supported data types Inputs Text, images, video, audio Output Text token_auto Token limits [*] Input token limit 1,048,576 Output token limit 65,536 handyman Capabilities Audio generation Not supported Batch API Supported Caching Supported Code execution Supported File search Supported Function calling Supported Grounding with Google Maps Supported Image generation Not supported Live API Not supported Search grounding Supported Structured outputs Supported Thinking Supported URL context Supported 123 Versions Read the model version patterns for more details. Stable: gemini-2.5-flash calendar_month Latest update June 2025 cognition_2 Knowledge cutoff January 2025 Gemini 2.5 Flash Preview Property Description id_card Model code gemini-2.5-flash-preview-09-2025 save Supported data types Inputs Text, images, video, audio Output Text token_auto Token limits [*] Input token limit 1,048,576 Output token limit 65,536 handyman Capabilities Audio generation Not supported Batch API Supported Caching Supported Code execution Supported File search Supported Function calling Supported Grounding with Google Maps Not supported Image generation Not supported Live API Not supported Search grounding Supported Structured outputs Supported Thinking Supported URL Context Supported 123 Versions Read the model version patterns for more details. Preview: gemini-2.5-flash-preview-09-2025 calendar_month Latest update September 2025 cognition_2 Knowledge cutoff January 2025 Gemini 2.5 Flash Image Property Description id_card Model code gemini-2.5-flash-image save Supported data types Inputs Images and text Output Images and text token_auto Token limits [*] Input token limit 65,536 Output token limit 32,768 handyman Capabilities Audio generation Not supported Batch API Supported Caching Supported Code execution Not Supported File search Not Supported Function calling Not supported Grounding with Google Maps Not supported Image generation Supported Live API Not Supported Search grounding Not Supported Structured outputs Supported Thinking Not Supported URL context Not supported 123 Versions Read the model version patterns for more details. Stable: gemini-2.5-flash-image Deprecated: gemini-2.5-flash-image-preview calendar_month Latest update October 2025 cognition_2 Knowledge cutoff June 2025 Gemini 2.5 Flash Live Property Description id_card Model code gemini-2.5-flash-native-audio-preview-12-2025 save Supported data types Inputs Audio, video, text Output Audio and text token_auto Token limits [*] Input token limit 131,072 Output token limit 8,192 handyman Capabilities Audio generation Supported Batch API Not supported Caching Not supported Code execution Not supported File search Not Supported Function calling Supported Grounding with Google Maps Not supported Image generation Not supported Live API Supported Search grounding Supported Structured outputs Not supported Thinking Supported URL context Not supported 123 Versions Read the model version patterns for more details. Preview: gemini-2.5-flash-native-audio-preview-12-2025 Preview: gemini-2.5-flash-native-audio-preview-09-2025 calendar_month Latest update September 2025 cognition_2 Knowledge cutoff January 2025 Gemini 2.5 Flash TTS Property Description id_card Model code gemini-2.5-flash-preview-tts save Supported data types Inputs Text Output Audio token_auto Token limits [*] Input token limit 8,192 Output token limit 16,384 handyman Capabilities Audio generation Supported Batch API Supported Caching Not supported Code execution Not supported File search Not Supported Function calling Not supported Grounding with Google Maps Not supported Image generation Not supported Live API Not supported Search grounding Not supported Structured outputs Not supported Thinking Not supported URL context Not supported 123 Versions Read the model version patterns for more details. gemini-2.5-flash-preview-tts calendar_month Latest update December 2025 ULTRA FAST Gemini 2.5 Flash-Lite Our fastest flash model optimized for cost-efficiency and high throughput. Expand to learn more Try in Google AI Studio Model details Gemini 2.5 Flash-Lite Property Description id_card Model code gemini-2.5-flash-lite save Supported data types Inputs Text, image, video, audio, PDF Output Text token_auto Token limits [*] Input token limit 1,048,576 Output token limit 65,536 handyman Capabilities Audio generation Not supported Batch API Supported Caching Supported Code execution Supported File search Supported Function calling Supported Grounding with Google Maps Supported Image generation Not supported Live API Not supported Search grounding Supported Structured outputs Supported Thinking Supported URL context Supported 123 Versions Read the model version patterns for more details. Stable: gemini-2.5-flash-lite calendar_month Latest update July 2025 cognition_2 Knowledge cutoff January 2025 Gemini 2.5 Flash-Lite Preview Property Description id_card Model code gemini-2.5-flash-lite-preview-09-2025 save Supported data types Inputs Text, image, video, audio, PDF Output Text token_auto Token limits [*] Input token limit 1,048,576 Output token limit 65,536 handyman Capabilities Audio generation Not supported Batch API Supported Caching Supported Code execution Supported File search Supported Function calling Supported Grounding with Google Maps Not supported Image generation Not supported Live API Not supported Search grounding Supported Structured outputs Supported Thinking Supported URL context Supported 123 Versions Read the model version patterns for more details. Preview: gemini-2.5-flash-lite-preview-09-2025 calendar_month Latest update September 2025 cognition_2 Knowledge cutoff January 2025 OUR ADVANCED THINKING MODEL Gemini 2.5 Pro Our state-of-the-art thinking model, capable of reasoning over complex problems in code, math, and STEM, as well as analyzing large datasets, codebases, and documents using long context. Expand to learn more Try in Google AI Studio Model details Gemini 2.5 Pro Property Description id_card Model code gemini-2.5-pro save Supported data types Inputs Audio, images, video, text, and PDF Output Text token_auto Token limits [*] Input token limit 1,048,576 Output token limit 65,536 handyman Capabilities Audio generation Not supported Batch API Supported Caching Supported Code execution Supported File search Supported Function calling Supported Grounding with Google Maps Supported Image generation Not supported Live API Not supported Search grounding Supported Structured outputs Supported Thinking Supported URL context Supported 123 Versions Read the model version patterns for more details. Stable: gemini-2.5-pro calendar_month Latest update June 2025 cognition_2 Knowledge cutoff January 2025 Gemini 2.5 Pro TTS Property Description id_card Model code gemini-2.5-pro-preview-tts save Supported data types Inputs Text Output Audio token_auto Token limits [*] Input token limit 8,192 Output token limit 16,384 handyman Capabilities Audio generation Supported Batch API Supported Caching Not supported Code execution Not supported File search Not Supported Function calling Not supported Grounding with Google Maps Not supported Image generation Not supported Live API Not supported Search grounding Not supported Structured outputs Not supported Thinking Not supported URL context Not supported 123 Versions Read the model version patterns for more details. gemini-2.5-pro-preview-tts calendar_month Latest update December 2025 Previous Gemini models OUR SECOND GENERATION WORKHORSE MODEL Gemini 2.0 Flash Our second generation workhorse model, with a 1 million token context window. Expand to learn more Gemini 2.0 Flash delivers next-gen features and improved capabilities, including superior speed, native tool use, and a 1M token context window. Try in Google AI Studio Model details Gemini 2.0 Flash Property Description id_card Model code gemini-2.0-flash save Supported data types Inputs Audio, images, video, and text Output Text token_auto Token limits [*] Input token limit 1,048,576 Output token limit 8,192 handyman Capabilities Audio generation Not supported Batch API Supported Caching Supported Code execution Supported File search Not supported Function calling Supported Grounding with Google Maps Supported Image generation Not supported Live API Not supported Search grounding Supported Structured outputs Supported Thinking Experimental URL context Not supported 123 Versions Read the model version patterns for more details. Latest: gemini-2.0-flash Stable: gemini-2.0-flash-001 Experimental: gemini-2.0-flash-exp calendar_month Latest update February 2025 cognition_2 Knowledge cutoff August 2024 Gemini 2.0 Flash Image Property Description id_card Model code gemini-2.0-flash-preview-image-generation save Supported data types Inputs Audio, images, video, and text Output Text and images token_auto Token limits [*] Input token limit 32,768 Output token limit 8,192 handyman Capabilities Audio generation Not supported Batch API Supported Caching Supported Code execution Not Supported File search Not supported Function calling Not supported Grounding with Google Maps Not supported Image generation Supported Live API Not Supported Search grounding Not Supported Structured outputs Supported Thinking Not Supported URL context Not supported 123 Versions Read the model version patterns for more details. Preview: gemini-2.0-flash-preview-image-generation gemini-2.0-flash-preview-image-generation is not currently supported in a number of countries in Europe, Middle East & Africa calendar_month Latest update May 2025 cognition_2 Knowledge cutoff August 2024 OUR SECOND GENERATION FAST MODEL Gemini 2.0 Flash-Lite Our second generation small workhorse model, with a 1 million token context window. Expand to learn more A Gemini 2.0 Flash model optimized for cost efficiency and low latency. Try in Google AI Studio Model details Property Description id_card Model code gemini-2.0-flash-lite save Supported data types Inputs Audio, images, video, and text Output Text token_auto Token limits [*] Input token limit 1,048,576 Output token limit 8,192 handyman Capabilities Audio generation Not supported Batch API Supported Caching Supported Code execution Not supported File search Not supported Function calling Supported Grounding with Google Maps Not supported Image generation Not supported Live API Not supported Search grounding Not supported Structured outputs Supported Thinking Not Supported URL context Not supported 123 Versions Read the model version patterns for more details. Latest: gemini-2.0-flash-lite Stable: gemini-2.0-flash-lite-001 calendar_month Latest update February 2025 cognition_2 Knowledge cutoff August 2024 Model version name patterns Gemini models are available in either stable , preview , latest , or experimental versions. Note: The following list refers to the model string naming convention as of September, 2025. Models released prior to that may have different naming conventions. Refer to the exact model string if you are using an older model. Stable Points to a specific stable model. Stable models usually don't change. Most production apps should use a specific stable model. For example: gemini-2.5-flash . Preview Points to a preview model which may be used for production. Preview models will typically have billing enabled, might come with more restrictive rate limits and will be deprecated with at least 2 weeks notice. For example: gemini-2.5-flash-preview-09-2025 . Latest Points to the latest release for a specific model variation. This can be a stable, preview or experimental release. This alias will get hot-swapped with every new release of a specific model variation. A 2-week notice will be provided through email before the version behind latest is changed. For example: gemini-flash-latest . Experimental Points to an experimental model which will typically be not be suitable for production use and come with more restrictive rate limits. We release experimental models to gather feedback and get our latest updates into the hands of developers quickly. Experimental models are not stable and availability of model endpoints is subject to change. Model deprecations For information about model deprecations, visit the Gemini deprecations page. Send feedback Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License . For details, see the Google Developers Site Policies . Java is a registered trademark of Oracle and/or its affiliates. Last updated 2025-12-28 UTC. Need to tell us more? [[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-12-28 UTC."],[],[]] Terms Privacy Manage cookies English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 | 2026-01-13T09:29:52 |
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https://openchainproject.org/category/webinar/automation-webinar | automation – OpenChain Skip to main content Search Close Search search Menu Adopt Our Standards Reference Library Webinars Participate Ambassadors Partners Processes FAQ About News twitter linkedin github search Category automation Aug 15 Webinar: Understanding the CHAOSS Project By Shane Coughlan automation , community , News , Webinar About This Webinar: CHAOSS is a Linux Foundation project focused on creating metrics, metrics models, and software to better understand open source community health on a global scale. This webinar delves into how it accomplishes these goals, and how you can get involved. Huge thanks to Dr. Dawn Foster and Prof. Matt Germonprez for presenting, and to Andrew Katz for hosting! Watch the Webinar: More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2025-08-13. Jul 07 Webinar – How we are doing compliance at CARIAD with ORT By Shane Coughlan automation , legal , licensing , News , security , Webinar This webinar covered how the team in VW Group are doing compliance at CARIAD with ORT. Helio Chissini de Castro lead the discussion, and we had some interesting Q&A. This is an outcome webinar from the OpenChain and Friends event in Stuttgart, Germany during April 2025 . This event saw speakers from Germany and beyond come together to share best practices around open source process management, compliance and automation. Watch the Webinar: More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2025-07-03. Jul 02 Webinar – Project OCCTET.eu – The Why, What and How By Shane Coughlan automation , community , legal , licensing , News , security , Webinar This webinar covered an interesting new EU-funded project that brings together various open source tooling for open source security and compliance like Open Source Review Toolkit (ORT) and AboutCode, and other experts in the domain of open source compliance, security and automation. It featured Andreas Kotulla (Bitsea) and Martin von Willebrand (DoubleOpen), and had lively interaction from our audience. This is an outcome webinar from the OpenChain and Friends event in Stuttgart, Germany during April 2025 . This event saw speakers from Germany and beyond come together to share best practices around open source process management, compliance and automation. Watch the Webinar: More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2025-07-01. Jun 19 Webinar – AboutCode – Practical Compliance in One Stack – Licensing, Vulnerabilities, and More By Shane Coughlan ai , automation , licensing , News , security Our speaker was a good friend of the OpenChain Project, and the founder of AboutCode, Philippe Ombredanne. Our focus was on recent advances in the open source and open data AboutCode stack for licensing and security compliance. This is an outcome webinar from the OpenChain and Friends event in Stuttgart, Germany during April 2025 . This event saw speakers from Germany and beyond come together to share best practices around open source process management, compliance and automation. Watch the Webinar: Review the Slides: https://www.slideshare.net/slideshow/openchain-webinar-aboutcode-practical-compliance-in-one-stack-licensing-vulnerabilities-and-more/280751244 More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2025-06-10. May 28 Webinar – First Steps With ORT – An EEF Experience By Shane Coughlan automation , community , licensing , News , Webinar What We Covered: The OSS Review Toolkit (ORT) is a FOSS policy automation and orchestration toolkit that you can use to manage your (open source) software dependencies in a strategic, safe and efficient manner. This webinar digs into how the Erlang Ecosystem Foundation (EFF) makes use of this tool to address compliance issues. This is an outcome webinar from the OpenChain and Friends event in Stuttgart, Germany during April 2025 . This event saw speakers from Germany and beyond come together to share best practices around open source process management, compliance and automation. Watch the Webinar: https://youtu.be/AV04tQPcwmk This is part of the OpenChain and Friends: Stuttgart – Follow-Up Webinar Series: Learn more on its dedicated page . Full Webinar Abstract: Once upon a time, researchers at Ericsson developed Erlang/OTP, a programming language for the telecom industry. 39 years later, Erlang/OTP is used by the telecom, messaging, banking, and even game industry. Not only that, new languages were created and run on top of the Erlang BEAM virtual machine: Elixir, now a well-established language, and Gleam, the newest addition. The proliferation of libraries and languages powering the BEAM ecosystem led to the creation of the Erlang Ecosystem Foundation (EFF),a foundation that caters for the BEAM ecosystem. Today, 39 years from the creation of Erlang, it is not an easy task to categorise and be compliant with the more than 13000 (total) files that make up Erlang, Elixir, and Gleam. Yet, Erlang and Elixir are OpenChain compliant, and Gleam compliance is work in progress. What steps took EEF towards making sure that Erlang, Elixir, and Gleam comply with the different licenses and copyrights? This presentation features the collaboration between the Erlang/OTP team (Ericsson) and the Erlang Ecosystem Foundation (EEF), and the steps taken, and experience of using ORT as a crucial part of the EEF Ecosystem. Our Speaker: My name is Kiko Fernandez-Reyes and I work as a software engineer in the OTP team, building and improving the Erlang programming language at Ericsson. Before that, I was a backend software engineer at Klarna. Before Klarna, (in 2014) I did my Ph.D. at Uppsala University where I developed concurrent and parallel programming languages for our research compiler. Among them, I developed typed-based optimisations for future-based programming languages and a capability-based dynamic language design that maintains data-race freedom and satisfies the gradual guarantee. Experience: I have industrial experience with Haskell, Erlang, Python, among others and deployment languages and technologies, ranging from AWS to Ansible. During my research I have used heavily Haskell and C, and some Scala. I was the main lecturer of the course Advanced Software Design, where I taught object-oriented design ~80 master students. My work has received the following awards: – Distinguished Artifact Award at Software Language Engineering (SLE), 2019 – Distinguished Artifact Award at European Conference in Object-oriented Programming (ECOOP), 2019 – Best Paper Award at International Federated Conference on Distributed Computing Techniques (DisCoTec), 2018 – Best Paper Award at International Conference on Coordination Models and Languages (COORDINATION), 2018 Interests: I am interested in type systems, programming languages, functional programming, compilers, and different logics. I promote open source technology, writing regularly in opensource.com. I also promote gender equality through the ACM-W student chapter at Uppsala University. More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2025-05-27. Jan 28 Webinar: Practical Compliance in One Stack – Licensing, Vulnerabilities, and More By Shane Coughlan automation , community , licensing , News , security , Webinar What We Covered: The Cyber Resiliency Act (CRA) is coming and this European regulation will impact software development worldwide. Organizations (and projects) of all sizes need efficient compliance processes to correctly identify software components and strengthen cybersecurity efforts. The AboutCode stack of 100% open source tools and open data is engineered to automate compliance, with a practical approach. Tools like ScanCode and DejaCode paired with aggregated open databases like PurlDB and VulnerableCode ensure accurate origin, licensing, vulnerability detection, and comprehensive SBOM management. Newer projects like Massive FOSS Scan, CRAVEX, and AI-Generated Code Search deliver new performance improvements and advanced capabilities to improve the automation of compliance processes. In this presentation, AboutCode lead maintainer Philippe Ombredanne shared the latest updates on how to use the AboutCode stack for better, faster, and more efficient license and security compliance automation. More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2025-01-20. Dec 20 Webinar: DeviceCode – A Crowdsourced Device Data Parser By Shane Coughlan automation , News , security , Webinar When walking into a shop, there’s a lot of choice for electronic devices like WiFi routers, IP cameras, and more. Many devices are identical, or nearly so, as they come from the same manufacturer or use the same chip and code from the chipset manufacturer. CVEs, however, often focus on individual devices rather than classes of similar devices, leaving many vulnerable ones unreported. For example, CVE-2006-2560 and CVE-2006-2561 describe the same vulnerability on devices from different vendors—likely from the same ODM. Many more devices with the same vulnerabilities are overlooked, possibly giving a false sense that only the listed devices are at risk. Information about device hardware, such as the ODM or chipset used, isn’t easily accessible, as companies rarely disclose this. Fortunately, a wealth of data has been crowd-sourced globally via various wikis. However, this information is hard to reuse outside those specific platforms. This is where DeviceCode comes in: it unlocks and cleans data from various wikis (as not all users input data correctly or consistently) and integrates it with other sources. This makes it possible to query by chipset, manufacturer, ODM, and even installed software. It helps answer questions like, “Which other devices are similar to a known vulnerable device?” enabling security researchers to identify additional vulnerable devices. Watch The Webinar About Our Speaker Armijn Hemel, MSc, is the owner of Tjaldur Software Governance Solutions, a consultancy specializing in open-source license compliance engineering and provenance research. More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2024-12-19. Dec 12 Webinar: CHAOSS Practitioner Guides for Healthy & Sustainable OSS Projects By Shane Coughlan automation , community , legal , licensing , News , security , Webinar We had an insightful session with Dawn Foster on sustaining OSS projects and communities over the long-term. The CHAOSS project has been creating a series of MIT-licensed Practitioner Guides focused on improving the sustainability of our software and communities. The guides are designed to make it easier for people to draw meaningful and actionable insights using community metrics, even when those people do not necessarily have a deep background in data analysis or much experience working within OSS communities. This talk identified several categories of metrics from the Practitioner Guide Series, including responsiveness, contributor sustainability, organizational participation, and security. It covered not just how to interpret the metrics, but also on providing ideas for improving in areas identified using the metrics. The audience walks away with a better understanding of how to use metrics to proactively improve the long-term sustainability of their OSS projects and communities. Watch The Recording About Our Speaker Dawn leads the data science initiative for the CHAOSS project where she is also a Governing Board member / maintainer. Dawn is an OpenUK board member and co-chair of the CNCF Contributor Strategy Technical Advisory Group. Dawn has 20+ years of experience working in open source positions at companies like VMware, Intel and Puppet with expertise in managing people, open source strategy, building new communities, and managing existing communities with a particular emphasis on developer and open source communities. She has held a wide range of roles over the years, including UNIX system administrator, researcher, consultant, strategist, director / manager, and more. Dawn holds a PhD from the University of Greenwich, an MBA from Ashland University, and a BS in Computer Science from Kent State University. Dawn blogs about online communities as the author of the Fast Wonder Blog, and she’s blogged for The New Stack, Linux.com, GigaOM’s WebWorkerDaily, and in various other places. She has done over a hundred talks at industry events, including many Linux Foundation events, KubeCon, OSCON, SXSW, FOSDEM and more. In her spare time she enjoys reading science fiction, running, and traveling. More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2024-12-05. Dec 04 Webinar: Enabling SBOMs Across The Linux Foundation By Shane Coughlan automation , legal , licensing , News , standards , Webinar We have been doing source level license scans for Linux Foundation (LF) projects for a long time including generating SPDX formatted files, but what about SBOMs that can meet (and exceed) the government minimum specification? Here at the LF, we are now leveraging our existing scanning capabilities to generate SBOMs for these same critical open source projects. In the LF spirit, we are using existing open source tools to scan project dependencies to produce an SBOM that meets the minimum spec. We are also producing dependency level license data to complement our source level scans. In the near future we will be combining these to produce a grand unified SBOM that will meet a newly defined LF minimum specification for SBOMs. We will talk about our process to generate these SBOMs, the challenges we faced, our future plans, and share more about how you can make use of these for the projects you care about most. Watch The Recording About Our Speakers Gary O’Neall Gary is a contributor to the Software Package Data Exchange® (SPDX™) – an open standard for communicating software bill of material information, including components, licenses, copyrights, and security references. Gary has contributed several open source tools. Gary O’Neall is responsible for product development and technology for Source Auditor Inc., a software and service company helping software companies manage the technical and legal risks of open-source software. Jeff Shapiro Jeff Shapiro is the Director of License Scanning for The Linux Foundation. He has over 30 years of experience in the software industry, including 10 years in software auditing, open source scanning, and training developers in OSS license compliance. More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2024-12-04. Oct 29 Webinar: SBOM Visualization – An Alternative Approach to Reviewing SBOMs By Shane Coughlan automation , legal , licensing , News , Webinar When we think about Software Build of Materials, we are looking at what might be a multi-dimensional space consisting of hierarchy, linking, modification, export restrictions, security vulnerabilities, distribution type, versions, etc. Care must be taken when setting up the SBOMs to both list the components used and to show how they are incorporated into your products. This webinar discusses how a visualization of such meta-information was implemented to display the relationships and potential risks in a quick and in easy-to-understand way. It was part of a research project funded by the Federal Ministry for Economic Affairs and Climate Protection (BMWi) and with the Bonn-Rhein-Sieg University of Applied Sciences and Bitsea. Watch The Recording About Our Speaker Dr. Andreas Kotulla is the Founder & CEO of Bitsea GmbH. He is specialized in auditing software systems and identifying hidden risks for companies. We support the technical due diligence and advise operators of critical infrastructure (KRITIS). He advises customers on Open-Source-Strategy, Open-Source-Governance, Open-Source-Processes, toolchains and offers an Open-Source-Program-Office (OSPO) and scanning as a managed service. More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. 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Michael Hogan 12 Jan 2026, 2:43pm SNP’s stealth income tax raid doubles number paying highest rate Simon Johnson 12 Jan 2026, 8:00am Britain’s 20 prettiest streets Sarah Baxter 12 Jan 2026, 6:00am John Swinney is entertaining delusions of Scottish grandeur Michael Simmons 11 Jan 2026, 1:54pm Native British deer could face same fate as red squirrel UK needs to focus culls on invasive sika species to secure population’s future, Scottish study suggests Joe Pinkstone 11 Jan 2026, 8:00am Where our travel editors and experts are going in 2026 Haven’t decided where to go this year? Let those in the know inspire you Telegraph Travel experts 11 Jan 2026, 6:00am Barry Henderson, early computer enthusiast and Scottish Tory MP who chafed against Thatcherism He complained of the unions’ ‘Luddite’ approach to new technology, and the parallel slowness of industrial management to adopt it Telegraph Obituaries 11 Jan 2026, 6:00am What is US customs ‘preclearance’ – and does it benefit British travellers? Robert Jackman 10 Jan 2026, 3:00pm Migrants housed at ex-army base to get taxpayer-funded therapists Jacob Freedland 9 Jan 2026, 6:38pm SNP pledges to send troops from independent Scotland to Ukraine Dominic Penna 9 Jan 2026, 5:43pm TikToker who posed as road traffic lawyer killed grandmother in crash Telegraph Reporters 9 Jan 2026, 12:37pm Orkney may seem quiet, but it is the front line of UK overtourism As the archipelago proposes charging a tourist entry fee, our writer meets some of the islanders Mike MacEacheran 9 Jan 2026, 10:21am Migrants driven 100 miles to take shower before being deported Detained asylum seekers transported from holding centre at Edinburgh airport to immigration removal centre Charles Hymas 8 Jan 2026, 7:43pm SNP in secret bid to keep men in women’s prisons Feminist campaigners accuse Scottish Government of ‘shameful scheming’ to overturn Supreme Court ruling Simon Johnson 8 Jan 2026, 6:28pm Bring back our stolen capybaras, plead farmers Plans to breed giant rodents thwarted after animals disappear Joshua Haining 8 Jan 2026, 5:20pm Anas Sarwar: I can win in Scotland despite unpopular Starmer Scottish Labour leader says he can win Holyrood elections and take power on May 7 ‘in defiance’ of dissatisfaction with the Prime Minister Dominic Penna 8 Jan 2026, 11:35am Bed blockers costing Scottish taxpayers £440m a year despite SNP pledge Audit Scotland report finds more than one in nine of Scotland’s hospital beds are occupied by people who do not need to be there Simon Johnson 8 Jan 2026, 7:32am Gritting failures blamed for school bus crashes Nine children suffer minor injuries in one of the collisions on ‘very icy’ roads Albert Tait 7 Jan 2026, 5:18pm 10 mountains you must visit in your lifetime Our expert’s pick of the world’s most beautiful peaks, plus ideas for the best ways to see – or stand atop – them Sarah Baxter 7 Jan 2026, 8:00am Scotland’s biggest offshore wind farm wasting three quarters of energy Lack of grid capacity means operator cannot transport electricity to much of the country Jonathan Leake 7 Jan 2026, 6:00am SNP minister who lied about grooming gangs keeps job Angela Constance misrepresented the views of a leading child abuse expert in the Scottish Parliament Simon Johnson 6 Jan 2026, 9:07pm Advertisement Reform peer refuses to rule out Scottish independence referendum Lord Offord of Garvel said a second vote could theoretically be held ‘whenever’ Simon Johnson 6 Jan 2026, 7:38pm Killer’s hospital treatment cost taxpayer almost £400k Sophie Eastwood, who is transgender and allegedly suffered abuse, had treatment after self-harming following move to men’s prison Jacob Freedland 5 Jan 2026, 10:00pm British Airways scraps full English breakfasts on short-haul flights Business class passengers on flights an hour from Heathrow to destinations including Dublin and Paris hit by move Telegraph Reporters 5 Jan 2026, 8:50pm Scottish Labour MPs ‘push for Streeting to replace Starmer’ Allies of Health Secretary want ‘Wes coronation’ to create new energy in Scotland Tony Diver 5 Jan 2026, 7:27pm Scottish World Cup bank holiday nonsense shows SNP scared of election defeat With John Swinney and Anas Sarwar on shaky ground, the Tories have been left with an ace up their sleeve Alan Cochrane 5 Jan 2026, 5:46pm Scotland given bank holiday for World Cup SNP proposes day off for opening game, but there are no plans for England as it would ‘make us poorer’ Simon Johnson 5 Jan 2026, 3:25pm Scots pine ‘could be wiped out by climate change’ Horticulturalists say rolling heatwaves and drought conditions will change landscape Samuel Montgomery 4 Jan 2026, 1:01pm Pro-Palestinian activists smash up factory producing F-35 parts Hammer-wielding protesters vandalise machinery at firm that makes components for stealth jet over alleged links to Israel Jacob Freedland 2 Jan 2026, 4:58pm Inside the Traitors castle – and where the contestants really stay Located deep in the Scottish Highlands, Ardross Castle is the true star of the hit BBC reality show Greg Dickinson 1 Jan 2026, 3:03pm 20 reasons why you don’t need to leave Britain this year Who needs Caribbean beaches or Renaissance cities when there’s so much worth staying in Britain for in 2026? Here are the highlights Hazel Plush 1 Jan 2026, 1:00pm A Scottish hunting lodge, gently redecorated to retain its historic charm Suzanne Imre 1 Jan 2026, 7:00am Hikers wearing trainers and jogging bottoms rescued from -15C mountain Jacob Freedland 31 Dec 2025, 7:43pm Ratcliffe blames UK carbon taxes as Ineos’s Scottish plant losses top £1bn Jonathan Leake 31 Dec 2025, 5:53pm Ban fireworks in the garden, says animal charity Samuel Montgomery 31 Dec 2025, 2:03pm Pagination Previous Next The Telegraph Back to top Follow us on: Facebook icon Instagram icon X icon Snapchat icon LinkedIn icon YouTube icon Download the Telegraph App Recommended Podcasts Syndication and Commissioning Help Centre Betting Branded Content Privacy Reader Prints Theatre Tickets Careers About us Announcements Puzzles Guidelines Terms & Conditions Newsletters Crosswords Tax Strategy Advertising terms Subscribe Cryptic Crossword Modern Slavery Subscription Terms & Conditions Gift Subscriptions Plusword The Chelsea Magazine Company © Telegraph Media Group Holdings Limited 2026 | 2026-01-13T09:29:52 |
https://www.notion.com/ar/startups | مساحة عملك المتصلة لإدارة صفحات الويكي والمستندات والمشاريع | Notion Notion الميزات Notion AI إنشاء، كتابة، أتمتة الوكلاء يتعامل مع المهام اليدوية بحث المؤسسة اعثر على إجابات على الفور ملاحظات الاجتماع المدعومة بالذكاء الاصطناعي مكتوبة بشكل مثالي بواسطة الذكاء الاصطناعي المُستندات بسيط وقوي قاعدة المعرفة تجميع معرفتك في مكان واحد المشاريع إدارة أي مشروع المواقع انشر أي شيء بسرعة البدء استكشاف حالات استخدام الذكاء الاصطناعي تعرّف على قدرات Notion AI تصفح السوق قوالب لكل شيء عرض عمليات التكامل ربط تطبيقاتك مع Notion تنزيل web clipper حفظ من الويب إلى Notion جرّب تطبيق Notion لسطح المكتب للحصول على تجربة أسرع تنزيل التطبيق البريد التقويم الذكاء الاصطناعي الخطة المؤسسية التسعير استكشاف الفرق الهندسة والمنتج التصميم التسويق تقنية المعلومات حجم الفريق الشركات الناشئة الشركات الصغيرة والمتوسطة المؤسسة التعليم التعلم مركز المساعدة أكاديمية Notion قصص العملاء المدونة المجتمع برامج الشركاء الإصدار واجهة برمجة التطبيقات (API) القوالب الأمان الاستشاريون اطلب عرضاً توضيحياً تسجيل الدخول احصل على Notion مجاناً Notion للشركات الناشئة مساحة عمل واحدة. كل أدوات الشركات الناشئة. مساحة عمل الذكاء الاصطناعي لمساعدتك من المرحلة الأولية إلى مرحلة التنفيذ. احصل على ما يصل إلى 6 أشهر مجاناً على خطة الأعمال مع Notion AI. البدء مجاناً ← أسرع الشركات نمواً في التاريخ تعتمد على Notion تحرّك بشكل أسرع، واخفض التكاليف. استمتع بكل شيء في مساحة عمل شاملة مدعومة بالذكاء الاصطناعي التي تتوسع معك. احصل على خطة الأعمال مجاناً لمدة تصل إلى 6 أشهر ووفر 12000 دولار. البدء مجاناً ← هل لديك عدد كبير من أدوات الذكاء الاصطناعي؟ احسب المدخرات المحتملة هنا. البحث باستخدام الذكاء الاصطناعي السعر 35 $ لكل مستخدم روبوت دردشة مدعوم بالذكاء الاصطناعي السعر 20 $ لكل مستخدم ملاحظات الاجتماع المدعومة بالذكاء الاصطناعي السعر 18 $ لكل مستخدم مساعد الكتابة المدعوم بالذكاء الاصطناعي السعر 20 $ لكل مستخدم تطبيق بريد إلكتروني مدعوم بالذكاء الاصطناعي السعر 30 $ لكل مستخدم أبحاث مدعومة بالذكاء الاصطناعي السعر 40 $ لكل مستخدم جدولة التقويم السعر 15 $ لكل مستخدم موسوعة الفريق السعر 10 $ لكل مستخدم أداة إدارة المشروع السعر 24 $ لكل مستخدم إدارة علاقات العملاء الأساسية السعر 20 $ لكل مستخدم أداة إنشاء المواقع السعر 20 $ لكل مستخدم النماذج السعر 15 $ لكل مستخدم حجم الفريق التوفير الشهري ٠ US$ التوفير السنوي ٠ US$ الأداة المفضلة للشركات الناشئة. إنها قوية ومرنة وسريعة. لهذا السبب تختار الشركات الناشئة في جميع أنحاء العالم الاعتماد على Notion. %94 من شركات Forbes AI 50 تستخدم Notion %50 من شركات YC تستخدم Notion %70 من المستخدمين استبدلوا أكثر من أداتين قم ببناء نطاق شركتك الناشئة وتوسيعه - كل ذلك في مكان واحد. توليد الأفكار الانتقال من الفكرة إلى الخطة بشكل أسرع بمساعدة الذكاء الاصطناعي. جمع التبرعات تنظيم كل شيء، بدءاً من تقديم الفكرة حتى الانتهاء، في Notion. الإنشاء إطلاق الأفكار وتحسينها بسرعة. الإطلاق التخطيط والتعاون في مكان واحد. التوسُّع حافظ على تركيز الفرق لتحقيق الأهداف بالشكل الصحيح. Buffers-OKRs-template-desktop-image خارطة طريق المنتج مخزن مؤقت لأهداف الشركة إن وجود وثائقنا التقنية في Notion يعني أن الحلول التي نكتشفها اليوم تصبح معرفة تنظيمية غداً. ما كان يستغرق ساعات لتصحيح الأخطاء أصبح ممكناً حله في دقائق بمجرد سؤال Notion AI. جون ألارد، فريق الهندسة احصل على كل أداة ذكاء اصطناعي تحتاجها إليها - مجاناً لمدة تصل إلى 6 أشهر. البدء مجاناً ← استخدم الذكاء الاصطناعي لتسريع العمل. اكتب وحلل وأنشئ أي شيء - فقط اسأل Notion AI. سجّل ملاحظات الاجتماع تلقائياً حيث لتمكين فريقك من المضي قدماً في العمل. أنشئ تقاريراً مفصّلة في Notion مع بحث عميق عبر بيانات عملك. اعثر على سياق فوري وإجابات عبر أدواتك من خلال إزالة جميع المعوقات التي قد تعيق سير العمل. نستخدم Notion كنظام تشغيل لكل شيء، بدءاً من المواصفات الهندسية إلى تأهيل الموظفين الجدد. لقد تضاعف حجم فريقنا ثلاث مرات في العام الماضي، وأتاح لنا Notion الحفاظ على جميع المعلومات مركزية ويمكن الوصول إليها بسرعة. ناشيلو موين ماكوا، النمو والعمليات نظام التشغيل الكامل للشركات الناشئة. أدواتك الأساسية للإنشاء، صُممت من قِبل مؤسسين لأجل المؤسسين. Notion Mail نتيح لك صندوق وارد ذاتي التنظيم يكتب مسودات رسائل البريد الإلكتروني ويجدول مواعيد الاجتماعات نيابةً عنك. معرفة المزيد ← Notion Calendar استمتع بإدارة الوقت والعمل معاً، وأتمتة الأعمال الروتينية للجدولة. معرفة المزيد ← الأهلية والمزايا. البدء مجاناً ← 6 أشهر مجاناً مع Notion AI مضمّن مخصص لعملاء Notion الذين يستخدمون الخدمة بشكل مجاني ولديهم أقل من 100 موظف وينتمون إلى أحد شركائنا الناشئين. 3 أشهر مجاناً مع Notion AI مضمّن مخصص لعملاء Notion الذين يستخدمون الخدمة بشكل مجاني ولديهم أقل من 100 موظف. امتيازات Notion خصومات حصرية على البرامج لكل جزء من رحلة المؤسس التقدم بطلب للوصول ← مجتمع الأبطال تعلّم وتواصل مع مجتمع من أبطال الشركات الناشئة الذين يروجون لمنصة Notion في شركاتهم. معرفة المزيد ← مستشارون معتمدون من Notion جلسة مجانية واحدة مع استشاري لإعداد مساحة عملك على Notion. التقدم بطلب للوصول ← انضم إلى شبكة شركائنا جنباً إلى جنب مع كبار أصحاب رؤوس الأموال والمسرعات قدّم لشبكتك خطة أعمال Notion مجاناً وامتيازات إضافية! تقديم طلب للانضمام كشريك ← أسئلة وأجوبة مَن الأشخاص المؤهلين؟ يجب أن تكون عميلاً يستخدم Notion بشكل مجاني ولديك بريد إلكتروني صالح للعمل (لا يُسمح باستخدام Gmail أو Outlook أو ما إلى ذلك)، ولم تتلق أي عروض ترويجية سابقة من Notion، ولديك أقل من 100 موظف. اطلع على الشروط والأحكام الكاملة . لماذا يقدم Notion خصماً للشركات الناشئة؟ لقد رأينا الآلاف من الشركات الناشئة تستخدم Notion كمساحة عمل كاملة - بدءاً من استخدام الذكاء الاصطناعي لتسريع العمل، وتسجيل ملاحظات الاجتماعات تلقائياً، وإدارة رسائل البريد الإلكتروني والجدولة، إلى تنظيم معرفة شركاتهم الناشئة من اليوم الأول. لذا، فإننا نسعى إلى مساعدة المزيد من الشركات على وضع أساس قوي يمكن أن ينمو معها من البداية. كيف يمكنني تقديم طلب للحصول على الخصم؟ املأ هذا الطلب . كم تبلغ قيمة العرض؟ تبلغ تكلفة خطة الأعمال من Notion مبلغاً قدره 20 دولاراً لكل عضو يُدفع سنوياً. يعادل عرض الشركات الناشئة 12000 دولار كحد أقصى لعدد 100 موظف. كيف أقترح شريكاً يجب أن يعمل معه Notion؟ ألا ترى مستثمريك في قائمتنا؟ هناك بعض الأشياء التي يمكنك فعلها: أرسل لهم رسالة تشجعهم على الانضمام إلى البرنامج. أرسل تغريدة لهم وقم بوضع إشارة NotionHQ@ مع الهاشتاج NotionForStartups# وسنبدأ المحادثة! يمكنك أيضاً مراسلتنا عبر البريد الإلكتروني على [email protected] . املأ هذا الطلب وقدّم اقتراحك في نموذجنا. أريد أن يكون هذا العرض متاحاً لشركات محفظتي. كيف يمكنني أن أصبح شريكاً؟ يسعدنا التواصل والتعاون معك! قدِّم طلباً لتصبح شريكاً وسنرد عليك بمزيد من المعلومات. نحن مهتمون بشكل خاص بالعثور على شركاء خارج المراكز التقنية الرئيسية. العربية إعدادات ملفات تعريف الارتباط © 2026 Notion Labs, Inc. الشركة نبذة عنا الوظائف الأمان الحالة الشروط والخصوصية حقوقك المتعلقة بالخصوصية تنزيل iOS وAndroid Mac وWindows التقويم Web Clipper الموارد مركز المساعدة التسعير المدونة المجتمع عمليات التكامل القوالب برامج الشركاء Notion لأجل الخطة المؤسسية الشركات الصغيرة شخصي استكشف المزيد → | 2026-01-13T09:29:52 |
https://www.linkedin.com/company/the-ceo-views?trk=public_post_feed-actor-name | The CEO Views | LinkedIn Skip to main content LinkedIn Top Content People Learning Jobs Games Sign in Create an account The CEO Views Book and Periodical Publishing FARMINGTON HILLS, MI 3,111 followers The CEO Views aims at providing the perfect platform for entrepreneurs to connect with the peers of their industry. Follow View all 16 employees Report this company About us The CEO Views aims at providing the perfect platform for entrepreneurs to connect with the peers of their industry. Our passion and thirst for knowledge in the field of business and technology have been the dominant reason we have emerged and continue to thrive in the marketplace. The trends and innovations impacting the technology landscape today are numerous. Identifying the cause, the effect, and the overall outcome of a breakthrough becomes significant; because on pursuit there is something big in the offering, an idea holds much greater value, than the person. But to get to an idea people are its greatest inheritors. There are sheer hard work and persistent efforts put by the technologists of tomorrow. This is how leaders are born. The sheer courage and tenacity they exhibit to explore and come up with out-of-the-box thinking. The CEO Views identifies such innovations, the peddling involved and stories of people behind the peddling- all take center stage. The CEO Views brings together CXOs, CIOs and the various other C-Level executives of organizations to share their experiences on a single platform. The challenges that exist, the quality that makes them different from the others in the competition, driving innovation, and how effectively they offer solutions to the pressing challenges of the market they serve. The future editions will serve as the medium for all forward-thinking executives to learn about some of the interesting technological advancements in areas such as Cloud, Big Data, IoT, Mobility and much more. Website http://theceoviews.com/ External link for The CEO Views Industry Book and Periodical Publishing Company size 11-50 employees Headquarters FARMINGTON HILLS, MI Type Privately Held Founded 2017 Specialties Media & Technology, Advertisement, Printing & Publishing, Profiling, News and Informations, Editorial, Magazines, IT Solutions & Services, Locations Primary GENEVA DR, ,48331 FARMINGTON HILLS, MI 48331, US Get directions Employees at The CEO Views Ananta Sahu Kitty Scott M Ranjan Jennifer Parker ✔ See all employees Updates The CEO Views 3,111 followers 16h Report this post Effective customer communication is the foundation of trust and long-term relationships 🤝✨ Clear, honest, and timely interactions make all the difference in today’s competitive world. Read More: https://lnkd.in/dCa4WWjX #CustomerTrust #BusinessGrowth #Leadership Like Comment Share The CEO Views 3,111 followers 16h Report this post 🚗🤖 California is taking a big step toward safer roads by updating regulations for autonomous vehicles. These changes aim to improve safety, accountability, and innovation across the state. 🌉🛣️ Read More: https://lnkd.in/d3BxJ4Ed #AutonomousVehicles #RoadSafety #TechInnovation 1 Like Comment Share The CEO Views 3,111 followers 20h Report this post Iranian Leaders are Seeking Negotiations with Trump Amidst Anti-regime Protests Iranian leaders are seeking negotiations with U.S. President Donald Trump amidst anti-regime protests, which took 538 lives and caused 10600 detentions across the nation. Trump revealed on Saturday, “They want to negotiate... a meeting is being set up, but we may have to act because of what's happening, before the meeting.” Trump marked out Tehran for the killing of protestors who were “not supposed to be killed,” demanding strict scrutiny, “We're looking at it very seriously. The military is looking at it, and we're looking at some strong options, and we're going to decide very soon,” emphasized Trump. View More: https://lnkd.in/dnxfmDGA Like Comment Share The CEO Views 3,111 followers 1d Report this post 🚗🤖 A recent Zoox software error is sparking serious questions about the safety of self-driving technology. As autonomous vehicles evolve, reliability and public trust matter more than ever. ⚠️ Read More: https://lnkd.in/dDznMW_3 #SelfDriving #AI #TechSafety 2 Like Comment Share The CEO Views 3,111 followers 2d Report this post Ignoring early complaints can quietly turn into major liability risks for companies ⚠️ What starts small can lead to legal, financial, and reputational damage if left unaddressed. 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Although aviation and aerospace have largely avoided the most significant disruptions, uncertainty surrounding tariffs and negotiations continues to impact derivative sectors. According to the U.S. Customs and Border Protection agency’s update on December 14, 2025, the U.S. government has collected more than $133.5 billion due to the Trump-imposed tariffs. No matter what the outcome, the aviation and aerospace industry continues with zero-for-zero tariffs in most places, and steel and aluminum tariffs are under strict scrutiny. 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https://aws.amazon.com/blogs/storage/category/storage/amazon-glacier-deep-archive/ | Amazon S3 Glacier Deep Archive | AWS Storage Blog Skip to Main Content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account AWS Blogs Home Blogs Editions AWS Storage Blog Category: Amazon S3 Glacier Deep Archive Cost-efficient backup archiving with Veeam Direct to Amazon S3 Glacier storage classes by William Quigley on 08 JUL 2025 in Advanced (300) , Amazon S3 Glacier , Amazon S3 Glacier Deep Archive , Amazon Simple Storage Service (S3) , Partner solutions , Storage , Technical How-to Permalink Comments Share If you work with data storage and data protection, then you’re aware of the “3-2-1 rule.” System administrators consider the 3-2-1 rule a best practice for backup and disaster recovery (DR), and it is recommended by US-CERT. The 3-2-1 rule states that you should have three copies of your data (your production data and two […] University of California Irvine backs up petabytes of research data to AWS by Philip Papadopoulos , Abhijeet Lokhande , Evan Wood , Francisco Ramon Lopez , and Nicholas Santucci on 29 MAY 2025 in Amazon Athena , Amazon CloudWatch , Amazon DynamoDB , Amazon EventBridge , Amazon S3 Glacier Deep Archive , Amazon Simple Notification Service (SNS) , Amazon Simple Storage Service (S3) , AWS Lambda , AWS Step Functions , Customer Solutions , Higher education , Intermediate (200) , Public Sector Permalink Comments Share Editor’s note: AWS is not responsible for UCI’s public GitHub repo linked in this post, which has been provided so that interested parties can explore the solution described in this post in more detail. The University of California, Irvine (UCI) is a public land-grant research university with troves of research data stored on servers in […] Cost-optimized log aggregation and archival in Amazon S3 using s3tar by Krishna Prasad and Yanko Bolanos on 15 JAN 2025 in Advanced (300) , Amazon Elastic Container Service , Amazon EventBridge , Amazon S3 Glacier , Amazon S3 Glacier Deep Archive , Amazon Simple Notification Service (SNS) , Amazon Simple Storage Service (S3) , AWS Fargate , AWS Lambda , Storage , Technical How-to Permalink Comments Share According to a study by the International Data Corporation (IDC), the global datasphere is expected to grow from 33 zettabytes (ZB) in 2018 to 175 ZB by 2025, a staggering five-fold increase. Organizations that leverage distributed architectures generate a significant portion of their data footprint from observability data, including application logs, metrics, and traces, which […] How London Stock Exchange Group migrated 30 PB of market data using AWS DataSync by Aleksei Gorbunov , Darryl Diosomito , and Krishna Gogineni on 26 JUN 2024 in Amazon CloudWatch , Amazon DynamoDB , Amazon S3 Glacier , Amazon S3 Glacier Deep Archive , Amazon Simple Storage Service (S3) , AWS DataSync , AWS Identity and Access Management (IAM) , AWS Lambda , AWS Partner Network , AWS Secrets Manager , AWS Step Functions , AWS Systems Manager , Customer Solutions , Intermediate (200) , Migration & Transfer Services , Multicloud , Storage Permalink Comments Share Update (5/29/2025): On May 29, 2025, AWS DataSync launched Enhanced mode support for cross-cloud transfers. Enhanced mode simplifies data transfers between AWS and other clouds by removing the need for a DataSync agent. It also provides higher performance and scalability when compared to Basic mode. For more details, see the What’s New announcement or review the documentation for guidance […] Automating retrievals from the Amazon S3 Glacier storage classes by Ballu Singh , Ananta Khanal , Pranjal Gururani , and Neha Joshi on 18 DEC 2023 in Advanced (300) , Amazon S3 Glacier , Amazon S3 Glacier Deep Archive , Amazon Simple Notification Service (SNS) , Amazon Simple Queue Service (SQS) , Amazon Simple Storage Service (S3) , AWS Lambda , Compute , Storage , Technical How-to Permalink Comments Share Faced with increasing amounts of data and a tightening economic climate, enterprises are looking to save money on their storage costs by moving rarely needed data to archival storage options. The least costly options require your internal systems to support receiving data back in hours or days, often called asynchronous retrievals. With this time delay, […] Identify cold objects for archiving to Amazon S3 Glacier storage classes by Archana Srinivasan and Arun Kumar SR on 12 SEP 2023 in Advanced (300) , Amazon Athena , Amazon QuickSight , Amazon S3 Glacier , Amazon S3 Glacier Deep Archive , Amazon Simple Storage Service (S3) , AWS Cloud Financial Management , Storage , Technical How-to Permalink Comments Share Update (02/13/2024): Consider Amazon S3 Lifecycle transition fees that are charged based on the total number of objects being transitioned, the destination storage class (listed on the Amazon S3 pricing page), as well as the additional metadata charges applied. You can use the S3 pricing calculator to estimate the total upfront and monthly costs by […] Reduce recovery time and optimize storage costs with faster restores from Amazon S3 Glacier storage classes and Commvault by Mathew Ericson and Nava Ajay Kanth Kota on 09 AUG 2023 in Amazon S3 Glacier , Amazon S3 Glacier Deep Archive , Amazon Simple Storage Service (S3) , Announcements , AWS Cloud Financial Management , AWS Partner Network , Intermediate (200) , Storage , Technical How-to Permalink Comments Share Data is the lifeblood of any modern business. Organizations are storing more copies of their application data than ever before to recover from data loss, repair data corruption or ransomware damage, respond to compliance requests, and become more data driven. Storing more data at reduced cost enables businesses to extract more value and insights to […] Automatically compress and archive satellite imagery for Amazon S3 by Newel Hirst , Joseph Fahimi , and Justin Downes on 02 MAR 2023 in Advanced (300) , Amazon S3 Glacier , Amazon S3 Glacier Deep Archive , Amazon Simple Storage Service (S3) , AWS Lambda , Storage , Technical How-to Permalink Comments Share Satellite imagery often comes as large, high-resolution files, and organizations that work with this data typically have high storage costs. Additionally, large imagery files can take time and resources when downloaded for use with machine learning (ML), data analytics tools, or manual analyst review. Using standard compression techniques lets us achieve reductions in file size […] Restoring archived objects at scale from the Amazon S3 Glacier storage classes by Fabio Lattanzi and Nitish Pandey on 15 NOV 2022 in Amazon S3 Glacier , Amazon S3 Glacier Deep Archive , Amazon Simple Storage Service (S3) , Announcements , Intermediate (200) , Launch , Storage , Technical How-to Permalink Share Update (7/26/2024): You no longer need to optimize the S3 Inventory report using Amazon Athena. Amazon S3 will automatically optimize your S3 Batch Operations restore job to achieve the fastest retrieval throughput. For more guidance on using batch operations, learn more in the S3 User Guide. Every organization around the world has archival data. There is […] How Indus OS cost-effectively transitioned billions of small objects between Amazon S3 storage classes by Nikhil Jain , Ameen Khan , Maheshwaran G , and Vishal Gupta on 16 SEP 2022 in Amazon DynamoDB , Amazon S3 Glacier , Amazon S3 Glacier Deep Archive , Amazon Simple Storage Service (S3) , AWS Batch , AWS Cloud Financial Management , AWS Lambda , Compute , Customer Solutions , Storage Permalink Comments Share Indus OS is a mobile platform that enables content and application discovery for users, application developers, and original equipment manufacturers (OEMs). Powered by artificial intelligence, Indus App Bazaar curates locally relevant apps and content for users based on their demographics, lingual preferences, and behaviour, and offers an intuitive user interface with content-led discovery. 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https://www.cisco.com/site/kr/ko/about/sitemap.html | 사이트맵 - Cisco Skip to main content Skip to search Skip to footer Cisco.com 한국 제품 및 서비스 Close 솔루션 Close 지원 Close 학습 Close 시스코를 선택해야 하는 이유 Close 파트너 Close 시스코 살펴보기 구매 방법 파트너 KO KR 로그인 시스코 살펴보기 검색 메뉴 닫기 구매 방법 파트너 로그인 KO KR Close Close Close Close Close 안녕하세요. 무엇을 도와드릴까요? 사이트맵 인기 있는 링크 경력 인증 채용 기회 사례 연구 및 고객 성공 사례 Cisco Commerce 커뮤니티 시스코에 문의 Networking Academy 파트너 로그인 제품 홈 Trust Center Show more 시스코 소개 회사 개요 뉴스룸 리더십 목적 및 지속가능성 채용 기회 Trust Center 시스코에 문의 투자자 관계(IR) 투자자 관계 홈 연례 보고서 재무 결과 주식 정보 애널리스트 관련 자료 저희와 함께해 주세요 Cisco 커뮤니티 Cisco Insider 가입 Cisco Research Cisco Store Cisco Talos 인터넷 중단 지도(ThousandEyes) Outshift by Cisco Show more 제품 주요 제품 Cisco AI Defense Cisco Intersight 플랫폼 Cisco Networking Cloud Cisco Secure Client(AnyConnect 포함) Cisco Secure Firewall Cisco Webex 제품군 데이터 센터 및 클라우드 네트워킹 스위치 라우터 및 SD-WAN 어플라이언스 무선 모든 제품 제품 홈 제품 A-Z 협업 컴퓨팅 네트워킹 보안 Splunk AppDynamics 소프트웨어 모바일 앱 다운로드 리소스 사례 연구 및 고객 성공 사례 Cisco Power Calculator Cisco Validated 컴플라이언스 dCloud 데모, 교육 및 샌드박스 판매 중단 및 단종 제품 개요, 데모 및 튜토리얼 평가판 및 데모 Visio 스텐실 보증 Show more 솔루션 주요 솔루션 인공 지능 Cisco on Cisco SASE(보안 액세스 서비스 엣지) 통신 사업자 중견·중소기업 스마트 빌딩 시스코의 Zero Trust 액세스 모든 솔루션 솔루션 홈 협업 컴퓨팅 네트워킹 보안 산업 솔루션 산업 포트폴리오 검색기 도시 및 지역사회 교육 금융 서비스 정부 기관 의료 제조 광업 석유 및 가스 리테일 스포츠, 미디어 및 엔터테인먼트 운송 공공사업 Show more 서비스 주요 서비스 고급 서비스 Cisco Lifecycle Services Smart Net Total Care 소프트웨어 지원 솔루션 지원 Success Tracks 모든 서비스 서비스 홈 협업 컴퓨팅 네트워킹 옵저버빌리티(Splunk) 보안 활용 사례 최신 데이터 센터 Show more 지원 제품 대상 모든 제품 모든 소프트웨어 다운로드 협업 엔드포인트 및 전화기 라우터 보안 스위치 유니파이드 커뮤니케이션 무선 지원 문의 커뮤니티 라이선싱 지원 반품 포털(RMA) Support Case Manager 인수 지원 중소기업 전화번호 기타 전화번호(전 세계) 도구 및 리소스 보안 관련 권고 사항 필드 알림 디바이스 내 알림 버그 검색 툴 소프트웨어 연구 디바이스 커버리지 검사기 모든 지원 도구 Show more 학습 시스코에서 제공하는 교육 경력 인증 인증 시험 Cisco Learning Network Cisco Networking Academy Cisco U. DevNet Packet Tracer(네트워크 시뮬레이션) 모든 교육 및 인증 이벤트 및 웨비나 이벤트 홈 이벤트 일정 Cisco Live 솔루션 웨비나 기술 웨비나 기술 주제 AI 애플리케이션 보안 라우터를 설정하는 방법 네트워크 스위치 설정 방법 사이버 보안이란? 데이터 센터란? 방화벽이란? LAN 소개 WiFi 7이란? 모든 기술 주제 Show more 구매 방법 Cisco에서 구매 구매 방법 허브 Cisco Capital 서비스 Cisco 리프레시(재제조 장비) 콜 예약 채팅 시작 리셀러 또는 온라인을 통해 구매 시스코 파트너 만나기 리셀러 찾기 서비스 주문 및 계약 관리 중견·중소기업 라이선싱 Enterprise Agreement Licensing Hub Software Central Show more 파트너 Cisco 파트너 프로그램 파트너 되기 파트너 인센티브 Partner Specialization 파트너 툴 및 리소스 Cisco Commerce Cisco 파트너 서밋 내 프로필 파트너 피드백 파트너 교육 SalesConnect 더 많은 파트너 툴 및 리소스 파트너 지원 프리세일즈 지원 Support Case Manager 모든 파트너 지원 옵션 Show more 빠른 링크 회사 소개 시스코 상담 신청 채용 정보 파트너와 연결 리소스 및 법적 고지 피드백 도움말 약관 개인 정보 보호 정책 쿠키 상표 공급망 투명성 사이트맵 © Cisco Systems, Inc. | 2026-01-13T09:29:52 |
https://openchainproject.org/category/webinar | Webinar – OpenChain Skip to main content Search Close Search search Menu Adopt Our Standards Reference Library Webinars Participate Ambassadors Partners Processes FAQ About News twitter linkedin github search Category Webinar Dec 04 Webinar – A Panel on Generative AI Risks and Management By Shane Coughlan ai , legal , licensing , News , Webinar OpenChain hosted a panel featuring experts from Bitsea, Jun Legal, FossID and SCANOSS discuss their experience and opinions on the topic of managing Generative AI in corporate environments. This discussion featured both structured commentary and plenty of opportunity for the audience to engage and ask questions. Watch the Webinar: More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars: https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2025-12-04. Nov 29 Webinar – Software Hash ID: you will not be able to live without it By Shane Coughlan community , licensing , News , standards , Webinar The Software Hash Identifier (SWHID) is an intrinsic identifier for software source code and artifacts that became an international standard in April 2025 (ISO/IEC 18670:2025). In this talk, Thomas Aynaud presented the Software Heritage mission and data model, introduced the concept of intrinsic identifiers, explained the SWHID specification, and presented its open standard governance model. He shared how open source projects and companies can adopt and benefit from SWHID through real-world use cases, and concluded with a summary of the key advantages of SWHID and an update on Software Heritage’s plans to support its development and adoption in the coming months. Watch the Webinar: More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars: https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2025-11-27. Nov 28 Webinar – OIN: A Conversation About the Journey So Far and Preview of OIN 2.0 By Shane Coughlan community , legal , News , Webinar OpenChain hosted an open discussion between Keith Bergelt, CEO of OIN and Shane Coughlan, GM of OpenChain to unpack the evolution of patent non-aggression in the open source ecosystem, and explore what is coming next for existing and potential new licensees of the OIN System Definition. This is a key webinar for those interested in addressing patent risk and containment strategy, and is recommended for legal, project management and executive teams. Watch the Webinar: More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars: https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2025-11-26. Nov 07 Webinar: Containers and Compliance By Shane Coughlan legal , licensing , News , security , Webinar This was an exceptionally popular (over 50 attendees). Unfortunately, we had a recording mishap and are unable to bring you the full panel discussion. However, we are providing a summary below alongside the slides used. Quick Recap Our Panelists: Chair: Chris Wood Caren Kresse Heather Meeker Mary Hardy Till Jaeger The meeting focused on discussing open-source containers, package managers, and compliance challenges, with panelists exploring issues around transparency, licensing information, and source code access. The group examined limitations in package manager information and binary scanning capabilities, discussing how incomplete or incorrect licensing data can hinder true compliance. The panel emphasized the importance of proper license declarations and developer awareness, while exploring potential solutions for addressing licensing issues in containerized environments and discussing the need for improved compliance automation tools. Summary Source Container Compliance Challenges: The meeting focused on open-source containers, package managers, and compliance, with Chris chairing the discussion and introducing panelists including Karen from OSADL, Till, and others. Chris raised concerns about the transparency of package managers, noting that some widely used products lack sufficient licensing information and do not provide SBOMs or source code access, which may hinder true license compliance. The panelists were asked to share their thoughts on these issues. Improving Open Source Compliance Tracking: The panel discussed the limitations of package manager information for source compliance, with Caren, Heather, and Mary agreeing that package managers often provide incomplete, outdated, or incorrect licensing information. They emphasized the need to improve provenance tracking and source code analysis rather than relying solely on meta-information. Till explained that package managers can only use the information provided by open source projects, which is often insufficient. Mary noted a public database, ClearlyDefined, contains metadata for open source packages, including licenses discovered during scanning. It can be used as a reference during container content analysis. There is still some human curation for packages that have missing top-level license information, but at least it only needs to be completed once. The group also addressed the limitations of license scanners, noting that many only analyze the top-level license of binaries, which may not reflect the true complexity of the software’s licensing structure. Binary Scanner Limitations and Potential: The group discussed the limitations and potential of binary scanners in identifying licensing information. Caren emphasized the need for binary scanners to trace the origin and build information of binaries to extract licensing details, while Heather highlighted the evolution of scanning tools from line-by-line source code analysis to higher-level scans, noting a potential resurgence in detailed scanning due to AI coding tools. Mary mentioned ongoing experiments using AI to improve the detection of binary origins, and Till explained the convenience of binary scanning for large dependency trees but stressed the need for source code for comprehensive compliance. Florian raised concerns about relying solely on third-party binary scanning for compliance, and Stefan questioned the discrepancies in license declarations between Maven and GitHub, which Caren and Till acknowledged as a challenge due to incomplete or outdated meta-information. Software Licensing Awareness and Management: The panel discussed the importance of proper license declarations in software development, emphasizing the need for awareness training among developers to ensure accurate declarations. They highlighted the role of configuration management in preventing issues related to incorrect licensing, with Marcel explaining that the default Apache license in Maven requires explicit changes for different licensing. The group also addressed the limitations of binary scanning in identifying license information, with Till suggesting a theoretical approach using a database to link source code and binary information. Chris raised a question about remediation options for non-compatible licenses in containerized environments, which the panel acknowledged as an open issue. Container Licensing Compliance Challenges: The panel discussed challenges in container and package manager compliance, focusing on how to address licensing issues when using non-modified binary formats. Heather noted that license disclosures for pre-built containers have improved over time, and suggested working with upstream sources for remediation, while Caren emphasized engaging with source projects to resolve licensing problems. The group agreed that developer awareness of licensing requirements is crucial, particularly for containers, and Till highlighted the importance of using compliant and trusted base images. The panel expressed hope for improved tools to automate compliance processes in the future. Read the Slides: More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2025-10-29. Sep 16 Webinar: Introduction to the Cyber Resilience Act (CRA) By Shane Coughlan community , legal , licensing , News , standards , Webinar About This Webinar: The European Union (EU) Cyber Resilience Act (CRA) is a new law that covers almost all “products with digital elements”, including software, released in the EU. Enforcement will begin in 2026, even on organizations who aren’t based in the EU. This presentation explains the scope and requirements of the CRA. This webinar was lead by David A. Wheeler, Director of Open Source Supply Chain Security at the Linux Foundation. Check out our online training course diving deeper into this topic: https://training.linuxfoundation.org/express-learning/understanding-the-eu-cyber-resilience-act-cra-lfel1001/ Watch the Webinar: Review the Slides: More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2025-09-12. Sep 12 Webinar: Compliant containers with the OSADL Base Image By Shane Coughlan legal , licensing , News , Webinar About This Webinar: While containers certainly simplify deploying software, fulfilling FOSS license obligations for containers is made difficult by their layered structure and the lack of compliance material in public repositories. Although every container is customized for its particular use and therefore comprises different software components, many are built on a base image that provides essential system components. It seems obvious to apply the Open Source principle of sharing development of non-differentiating technologies and services to license obligations of container base images. Therefore, OSADL offers the OSADL Base Images that are provided together with all required legal information and material needed to be distributed compliantly. A company may build their individual container images on top of the OSADL Docker Base Image and use the provided instructions to fulfill license obligations for the additional software to achieve license compliant container distribution. This presentation explained how the base images and in particular the license compliance material are created, list what flavors, versions and variants are available and show how they can be used to facilitate licensing of individual containers. Project page: https://www.osadl.org/base-image Docker Hub: https://hub.docker.com/r/osadl/ Watch the Webinar: More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2025-09-12. Aug 15 Webinar: Understanding the CHAOSS Project By Shane Coughlan automation , community , News , Webinar About This Webinar: CHAOSS is a Linux Foundation project focused on creating metrics, metrics models, and software to better understand open source community health on a global scale. This webinar delves into how it accomplishes these goals, and how you can get involved. Huge thanks to Dr. Dawn Foster and Prof. Matt Germonprez for presenting, and to Andrew Katz for hosting! Watch the Webinar: More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2025-08-13. Jul 31 Webinar: Unlocking Potential – Case Study on ZF’s ISO/IEC 5230 Third-Party Certification with TIMETOACT By Shane Coughlan community , legal , licensing , News , standards , Webinar The OpenChain Project held a webinar on the 29th of July 2025 to provide a case study on how ZF – one of the world’s largest automotive suppliers – collaborated with TIMETOACT to obtain third-party certification for OpenChain ISO/IEC 5230. Abstract: This case study is suitable for organizations new to the OpenChain standards, organizations in the process of adopting the standards, or organizations reviewing how others met this milestone in open source process management. It will be structured as a series of short section presentations that provide: A brief introduction to ISO/IEC 5230 The importance of ISO/IEC in the automotive industry ZF’s certification journey Forming an OSPO Steps taken to accomplish ISO/IEC 5230 certification Challenges faced Role of TIMETOACT in the certification process Gap analysis with TIMETOACT and ZF How ZF used OpenChain and InnerSource Commons resources Lessons learned Closing thoughts More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2025-07-29. Jul 07 Webinar – How we are doing compliance at CARIAD with ORT By Shane Coughlan automation , legal , licensing , News , security , Webinar This webinar covered how the team in VW Group are doing compliance at CARIAD with ORT. Helio Chissini de Castro lead the discussion, and we had some interesting Q&A. This is an outcome webinar from the OpenChain and Friends event in Stuttgart, Germany during April 2025 . This event saw speakers from Germany and beyond come together to share best practices around open source process management, compliance and automation. Watch the Webinar: More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2025-07-03. Jul 02 Webinar – Project OCCTET.eu – The Why, What and How By Shane Coughlan automation , community , legal , licensing , News , security , Webinar This webinar covered an interesting new EU-funded project that brings together various open source tooling for open source security and compliance like Open Source Review Toolkit (ORT) and AboutCode, and other experts in the domain of open source compliance, security and automation. It featured Andreas Kotulla (Bitsea) and Martin von Willebrand (DoubleOpen), and had lively interaction from our audience. This is an outcome webinar from the OpenChain and Friends event in Stuttgart, Germany during April 2025 . This event saw speakers from Germany and beyond come together to share best practices around open source process management, compliance and automation. Watch the Webinar: More About Our Webinars: This event is part of the overarching OpenChain Project Webinar Series. Our series highlights knowledge from throughout the global OpenChain eco-system. Participants are discussing approaches, processes and activities from their experience, providing a free service to increase shared knowledge in the supply chain. Our goal, as always, is to increase trust and therefore efficiency. No registration or costs involved. This is user companies producing great informative content for their peers. Check Out The Rest Of Our Webinars https://www.openchainproject.org/webinars This OpenChain Webinar was broadcast on 2025-07-01. 1 2 3 … 12 Next Legal We use CC-BY-4.0 for our specifications We use CC-0 for reference material We use The Linux Foundation anti-trust policy We use The Linux Foundation Events Code of Conduct © 2026 OpenChain. All rights reserved. The Linux Foundation has registered trademarks and uses trademarks. For a list of trademarks of The Linux Foundation, please see our Trademark Usage page. Linux is a registered trademark of Linus Torvalds. Privacy Policy and Terms of Use Close Menu Adopt Our Standards Reference Library Webinars Participate Ambassadors Partners Processes FAQ About News twitter linkedin github | 2026-01-13T09:29:52 |
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https://www.notion.com/ar/product/sites | Notion – انشر أي شيء بسرعة Notion الميزات Notion AI إنشاء، كتابة، أتمتة الوكلاء يتعامل مع المهام اليدوية بحث المؤسسة اعثر على إجابات على الفور ملاحظات الاجتماع المدعومة بالذكاء الاصطناعي مكتوبة بشكل مثالي بواسطة الذكاء الاصطناعي المُستندات بسيط وقوي قاعدة المعرفة تجميع معرفتك في مكان واحد المشاريع إدارة أي مشروع المواقع انشر أي شيء بسرعة البدء استكشاف حالات استخدام الذكاء الاصطناعي تعرّف على قدرات Notion AI تصفح السوق قوالب لكل شيء عرض عمليات التكامل ربط تطبيقاتك مع Notion تنزيل web clipper حفظ من الويب إلى Notion جرّب تطبيق Notion لسطح المكتب للحصول على تجربة أسرع تنزيل التطبيق البريد التقويم الذكاء الاصطناعي الخطة المؤسسية التسعير استكشاف الفرق الهندسة والمنتج التصميم التسويق تقنية المعلومات حجم الفريق الشركات الناشئة الشركات الصغيرة والمتوسطة المؤسسة التعليم التعلم مركز المساعدة أكاديمية Notion قصص العملاء المدونة المجتمع برامج الشركاء الإصدار واجهة برمجة التطبيقات (API) القوالب الأمان الاستشاريون اطلب عرضاً توضيحياً تسجيل الدخول احصل على Notion مجاناً المواقع انشر أي شيء بسرعة. أسهل طريقة لإنشاء موقع ويب وتشغيله. احصل على مواقع Notion مجاناً → إنشاء صفحة ابدأ بأحد القوالب التي يزيد عددها عن 30000. إضفاء الطابع الشخصي اختر النطاق والنسق وأيقونة مفضّلة والمظهر والشكل العام. النشر بمجرد أن تضغط على "نشر" تصبح صفحتك متاحة فوراً. إيقاف مؤقت عذراً، يبدو أن أداة حظر الإعلانات تمنع تشغيل الفيديو. أكثر من 10000 قالب، من العروض التقديمية للأفكار والمشاريع إلى محافظ الأعمال. الموقع الشخصي صفحة الحدث دليل السفر لوحة الوظائف مركز المساعدة ابدأ باستخدام قالب، وأنشئ ما تريد. Notion Link in bio Burk مجاني Simplicity Blog Liyanne مجاني Pitch Deck Template Maximilian Fleitmann مجاني Recipe box Kylie Stewart مجاني Minimalist Resume Nadine's Creations مجاني Brand Style Guide Kevan Lee مجاني بسيط كتحرير صفحة. وفّر الوقت مع كتل الإنشاء التي تعمل بالسحب والإفلات التي تعرفها بالفعل لا حاجة إلى استخدام HTML أو رمز معقد. وهي جاهزة دائماً للهاتف المحمول. إدارة المحتوى دون عناء حافظ على محتواك مرتباً خلف الكواليس باستخدام قواعد البيانات. املأ الفراغات باستخدام الذكاء الاصطناعي عزِّز منشورات مدونتك. وأكمل أخيراً صفحة "نبذة عني". تحسين محركات البحث أدوات احترافية في متناول يدك لزيادة عدد الزيارات. قم بالترقية لجعله خاصاً بك. مُضمَّن في الخطط المميزة وخطط الأعمال والخطط المؤسسية. اسم نطاق مخصّص قم بتوصيل نطاق مخصص، أو اختر نطاق Notion مجاناً. شريط التنقل صمّم شريط تنقل مخصص مع روابط الصفحة والبحث ومسارات التنقل والمزيد. المظهر اختر بين الوضع الفاتح أو الداكن. الأيقونة المفضلة اجعل موقعك متميزاً باستخدام أيقونة مفضلة مخصصة. العلامة التجارية الشخصية قم بإزالة شعار Notion لجعله خاصاً بك. Google Analytics ادمج تتبّع Google Analytics في موقعك. أطلق موقعك اليوم. احصل على مواقع Notion مجاناً العربية إعدادات ملفات تعريف الارتباط © 2026 Notion Labs, Inc. الشركة نبذة عنا الوظائف الأمان الحالة الشروط والخصوصية حقوقك المتعلقة بالخصوصية تنزيل iOS وAndroid Mac وWindows التقويم Web Clipper الموارد مركز المساعدة التسعير المدونة المجتمع عمليات التكامل القوالب برامج الشركاء Notion لأجل الخطة المؤسسية الشركات الصغيرة شخصي استكشف المزيد → | 2026-01-13T09:29:52 |
https://www.cisco.com/c/hr_hr/training-events.html | Edukacija i događaji - Cisco Skip to Main Content Skip to search Skip to Footer Cisco.com Hrvatska IZBORNIK ZATVORI Proizvodi Podrška Partneri Više Pretraga Prijava Odjava Odabir jezika hr hr Više Prijava Odjava Prijava Imate račun? Prilagođeni sadržaj Vaši proizvodi i podrška Prijava Zaboravili ste korisnički ID i/ili lozinku? Upravljanje računom Trebate račun? Stvori račun Pomoć Odabir jezika hr hr Odabir jezika Proizvodi Podrška Trening i Događanja Kupnja Partneri Edukacija i događaji 2018 Edukacija i događaji Bolji uvid u Tetration Analytics Saznajte kako imati sveobuhvatni pregled nad podatkovnim centrom u stvarnom vremenu. Program odanosti za korisnike proizvoda tvrtke Cisco Zaradite bodove za program odanosti koji se mogu iskoristiti za edukaciju tvrtke Cisco i stručne ispite. Saznajte više Osigurajte više gigabita za manje novaca. Saznajte najnovije inovacije tvrtke Cisco. Edukacija i certifikacije Tvrtka Cisco pruža cijeli niz IT certifikacija, edukacija i programa ispitivanja kako bi se zadovoljile potrebe stručnog informatičkog osoblja, partnera, zaposlenika i studenata. Edukacija i certifikacije Događaji Surađujte sa stručnjacima tvrtke Cisco na konferencijama, prodajnim sajmovima i događajima kako kako biste bili u tijeku s najnovijim proizvodima, tehnologijama i mrežnim rješenjima. Pronađi događaje Popularne poveznice Događaji Cisco Live Globalni kalendar događaja TechWiseTV Webinari Edukacija Sustav za praćenje certifikata Cisco certifikati Alat za pronalaženje Cisco edukacija Izbor edukacija tvrtke Cisco Edukacija za tvrtke Pronađite ispit Globalni partnerski programi učenja Edukacija Partnera (Sales Connect) Testiranje Slijedite nas Novosti i događaji Uredništvo Događaji Blogovi Zajednica O Nama O Nama Priče klijenata O tvrtki Cisco Priče klijenata Odnosi s investitorima Društvena odgovornost Ekološka održivost Centar za pouzdanost Obratite Nam Se Obratite Nam Se Obratite se tvrtki Cisco Upoznajte naše partnere Pronađite prodavača Surađujte S Nama Karijere Mi smo Cisco Naša priča Postanite partner tvrtke Cisco Web-Mjesta Tvrtke Cisco Meraki Webex Webex Teams Cisco Umbrella Kontakti Povratne informacije Pomoć Karta stranice Uvjeti i odredbe Privatnost Izjava o zaštiti privatnosti Kolačići Kolačići Zaštitni znakovi | 2026-01-13T09:29:52 |
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https://www.globalcbpr.org/accountability-agent/korea-internet-security-agency/ | Korea Internet Security Agency (KISA) - Global CBPR Forum Skip to content Home About Members & Associates Organization Leadership Privacy Certifications Certified Organizations Accountability Agents FAQs Privacy Enforcement News Events Documents Home About Members & Associates Organization Leadership Privacy Certifications Certified Organizations Accountability Agents FAQs Privacy Enforcement News Events Documents Forum Login Korea Internet Security Agency (KISA) Republic of Korea Recognized System(s): Global CBPR Certification Valid From: April 2024 Certification Valid Until: October 2025 Recognised to certify organizations under the jurisdiction of the Personal Information Protection Commission Contact Information cbpr@kisa.or.kr Address 9 Jinheung-gil, Naju, Jeollanam-do, Republic of Korea (58324) Visit Website Documents GCBPRF Cover Letter + KISA JOP Recommendation Report, 2023 20 October 2023 KISA APEC CBPR Renewal Application, 2023 20 March 2023 Back to Directory Home Membership About Documents News Home Membership About Documents News © 2024 Global Cross-Border Privacy Rules Forum | 2026-01-13T09:29:52 |
https://uk.trustpilot.com/review/www.wix.com | wix.com Reviews | Read Customer Service Reviews of www.wix.com Suggested companies Shopify www.shopify.com • 4.1K reviews 1.3 Squarespace www.squarespace.com • 2.1K reviews 3.0 Hostinger hostinger.com • 60K reviews 4.7 Categories Blog Log in For businesses For businesses Log in Categories Blog Electronics & Technology Internet & Software Software company wix.com Summary About Reviews Visit website Write a review Visit website Claimed profile wix.com Reviews 26,215 • 3.7 Software company Write a review Visit website Write a review Companies on Trustpilot aren't allowed to offer incentives or pay to hide reviews. Review summary Based on reviews, created with AI Reviewers had a great experience with this company. Customers appreciate the platform for its user-friendliness, especially highlighting the drag-and-drop editor and the ability to customize their sites without needing coding skills. People find it easy to set up and maintain their websites, input b logs, and manage various aspects of their online presence. The platform is praised for being a one-stop shop, offering tools for marketing, bookings, and financial management. Consumers value the support they receive, noting that the staff is helpful and responsive. Many users have been with the platform for several years, indicating satisfaction with its reliability and continuous improvements. The possibility to create customized websites and the availability of various options and add-ons are also appreciated. However, opinions are not aligned regarding the website, customer service, the service itself and the user experience. See more Based on these reviews Krisztina Radnoti Oct 28, 2025 Templates are beautiful, everything works smoothly until you want to modify something. Even the smallest modification - such as adjusting colors or adding own logo - is difficult for a non-devel... See more Company replied Aysun K Nov 27, 2025 I've used Wix since 2019 first, to run my personal site and I have mixed feelings overall. On the plus side, it really does offer a lot in one place and I managed to build a decent-looking site... See more Company replied RD RD Nov 21, 2025 I've been quite pleased with Wix, until I found that my "premium" plan now only lets me post to one social account and.. there are no analytics or reporting for the that account. Now, I have to up... See more Company replied Bernard Chanliau Nov 20, 2025 Customer of WIX since 10+ years, easy to use platform and enjoying it however recently Wix Premium plan is being increased by a whopping 10+% so shop around before they lock you in. To be fair play t... See more Company replied PF Paz Fourcard 4 days ago I have been using WIX for many years -more than 8 years - and it has helped me handle everything I needed to build websites for my brands easily. I have evolved with the platform and it has helped me... See more Carl Hessell Dec 29, 2025 Issue after issue; Activating the email addresses; 3 weeks to sort Transferring the accounts to a different site (same user) registering my VAT number Collaborator access. Not to mention... See more Company replied Herachel "Hershey" Pyle Dec 16, 2025 Every business, large or small, benefits from an online presence. Prior to using Wix, I had ZERO coding/ website making skills. Wix offers reasonable pricing as well as easy to use format to design my... See more Company replied JL john l Dec 21, 2025 I have used Wix for years now to build websites. It has always been 'slow' and 'locks up' frequently, but when it is running properly, it is a good platform. But lately, the technical problems have in... See more Company replied CB Carolyn Barbero Dec 27, 2025 I’ve loved using Wix, up until recently. Except they upped their rates by about 30% because of AI. I don’t use AI features and there’s no way to opt out of this addition. I’m now paying $840 (up from... See more Company replied TO TOMMY Jan 4, 2026 The AI doesn't work i have tried 3 times with different approach and the result was the same. I ask for a simple compagnie website with no reservation system ... first thing I see ? A reservation s... See more Company replied LE LEO Oct 28, 2025 Wix is working pretty well, I've been using private website designer or GoDaddy, those are just plain no-bueno. But Wix does... quite different and it's pretty easy for a company owner doing the job.... See more Paint-Therapy Nov 20, 2025 After two bad starts and a lot of wasted time on square and Shopify - I found Wix. Everything is included ! No additional service needed - Customer management , email campaigns, product catalogue, sto... See more Info Waitangi Dec 15, 2025 Once I understood how everything worked, the process became incredibly straightforward. It has made my workflow much more efficient, and the more I create, the easier it becomes. I also appreciate the... See more Company replied AD Aaron Drewett Nov 21, 2025 The UI is absolutely painful, the AI assistant is very poor, next to zero customer service, if you come across a problem expect your entire day trying to talk to an advisor. fee increases all the... See more Company replied CO Connie Dec 17, 2025 I was searching for a more professional looking website design for our non-profit religious organization, and spoke with Alex and then Zeke at Wix. I was given an annual cost for the website, and pai... See more Company replied RM Richard M Dec 4, 2025 I created an account and had some issues and challenges with the service team when seeking help to sort my error. After some time and quite a few messages to and from, discussed with Lindsy, a WIX... See more KA Kasubi Nov 24, 2025 Every year it's more and more money for such a basic website. I also live in a country with slow internet and the compiler is incredibly clunky and slow to load. Overall, I like them, but the pricing... See more Company replied MA Magister Arch. Emina Čamdžić Jan 5, 2026 Wix has a lots of options for creating the website, developing and designing run more easy from recently. Wix didn't have an option to buy and subscribe for two and more years, which is a negative thi... See more Company replied Teresa Phillips Dec 4, 2025 WIX has made it possible for me to create a very customized web site that I could figure my way through. Many options, easy to check your progress and over the many years I have used this, pricing has... See more Kevin West Updated Dec 12, 2025 As an elder and debut novelist, I engaged Friesen Press who along with many other aspects of my contract, created my original website. They assisted me in gaining confidence and knowledge of the many... See more Company replied AW Antony Wilder Nov 13, 2025 Customer service is not very helpful. All advice or tweaks to the site optimization are charged. The layouts and ability to be individual are forced and lack creativity. The fees are charged in one lu... See more Company replied Susan Sosoo Dec 2, 2025 My experience with Wix has been amazing over the years in support of my business practices through marketing, bookings, and financial management. The platform offers so many tools and upgrades,... See more RS Ryman Schlack Jan 5, 2026 It was easy to use and easy to learn but it it charged me a lot of money for google ads and all they did was flood my inbox with messages from bots. Company replied Hilary Seabrook Nov 26, 2025 It couldn't have been easier to set up my website on Wix and then regularly input blogs that mean I'm getting lots of visitors! It's taken a couple of months to get it all properly up and running but... See more Company replied CR Craig Rouse Dec 17, 2025 We use Wix to manage sessions for our sports club. Mostly, it works well, but it's the small details that make it incredibly frustrating. Today, I discovered that if I cancel a session, despite the fa... See more Company replied Aleksandar Nikolajević Dec 24, 2025 The calendar is poor. People cannot find the way to see each unit's availability. There must be an option to add separate calendars for each unit. Company replied April M Nov 26, 2025 First time I tried to use them and it was all about pushing pushing pushing to get me to sign up and sell me a domain before showing me anything. AI Chat is ignorant and time consuming. From what I s... See more Company replied Francis Darcy Nov 27, 2025 I’ve built and hosted my website on Wix for several years. I have a computer science background and found the tools clear and intuitive, but you don’t need that level of experience to use the platform... See more Company replied E. E.T Nov 26, 2025 Wix has been an amazing platform for bringing my vision to life. Building my site was simple, fun, and surprisingly professional-looking from day one. I could customize everything exactly how I wan... See more Company replied Tatiana Farias Dec 14, 2025 Wix made our daily work much easier. It’s simple, professional, and helps us promote our services and manage bookings smoothly. A great platform for entrepreneurs. Company replied KM Kelly Murphy Dec 8, 2025 Wix has been a very helpful resource for me as I do not have really any skills in developing a website, SEO, etc. The software prompts are so helpful to get things set up, then improve things over tim... See more SY Sofer Yachts Dec 31, 2025 Wix is easy to be used, and I have good experience over a few years of using this platform for my buissness site as a yacht Broker CU customerTiana 3 days ago Do not use them. They are misleading. And you have to go through great lengths in order to cancel this service. After hours of trying I finally was able to cancel. I only had the service for a couple... See more Company replied HT Happy traveler Dec 13, 2025 Website tools are generally easy to use and intuitive, with a lot of options for customization. They make it nearly impossible to cancel and remove your account. They also don't send renewal notic... See more Company replied K. N. Dec 31, 2025 I’m sharing this to warn other small businesses, not to rant. Wix Payments closed my account and placed a hold on funds tied to a legitimate customer transaction. The explanation provided was... See more Company replied Anand Mehta Dec 18, 2025 I have been using Wix for more than 5 years, and my journey started with just one website. Today, I manage 15+ websites on Wix, and the experience has been consistently smooth. Wix is one of th... See more Company replied GA Genesis Apparel Dec 23, 2025 Clear dashboard, practical site-builder, everything is easy to use but professional. With the amount of options and add-ons everything around my webshop can be customized. Pavit Paawan Kaur Dec 29, 2025 Its going well but really slow at front end. Otherwise it is excellent but it must run fast. Company replied HL Hadessah Lālin Updated 4 days ago I’m updating my original review after Wix issued a one-time refund for the disputed subscription renewal. While I appreciate that the refund was ultimately granted, it’s important to b... See more Company replied RD Robson Denton Farmers Market Jan 5, 2026 Wix is a wonderful platform! Stable, easy to use and user friendly. I highly recommend it! Eddie Mars Powell 7 days ago Wix customer service and people made our experience great for my business. FY Find Your Fitness Jan 2, 2026 I needed a new website for my new fitness studio Find Your Fitness Inc. I also needed the site to be able to accommodate my online workout plan sales. Wix had everything I needed. The really good thin... See more Dominador Reyes Dec 29, 2025 The WIX platform is reliable and can be trusted to provide robust assistance to web developers. It is fast and we have never experience any crashes and our web site is very stable online. AR Arezu 6 days ago I tried all major website builders. This one is my favorite in terms of flexibility. But I don't like that it is too slow. Anyways, I am satisfied. Jonathan Ross 3 days ago Wix Bought Base44 I wish I could love to have my own website with Wix help and dreams of having it, but due to Israel/Gaza conflict and base44 scams, I gonna pass the opportunity of being a Wix Su... See more RH Robert Hanson Dec 29, 2025 Wix is a reliable, easy-to-use website builed with a clean dashboard and lots of customization options. I was able to build and manage my site without any technical or SEO experienc, and it's stayed s... See more MH Moses H. 6 days ago I like these no coding type web builders. And Wix was my first one. I use Glide for app things but Wix is actually the most customizable of them all. You can do as you wish. DV David Velasco 7 days ago Wix is both user-friendly and supportive. Their team is professional and makes you feel valued, and the platform's apps and integrations work together flawlessly. See all 26,215 reviews We perform checks on reviews Company details Active Trustpilot subscription Software company Business-to-Business service Ecommerce solution provider Web designer Web hosting company Website designer About wix.com Written by the company About Us Wix is a leading website builder platform used by millions in over 190 countries to create, manage, and grow a complete online presence. Whether you're an individual, small business, or large enterprise, Wix makes it easy to build any kind of website—eCommerce, blog, portfolio and more—without any coding or design skills. You can start with an AI-generated site tailored to your needs or choose a professionally designed template. From there, Wix’s intuitive drag and drop editor gives you full creative control to customize every detail. Wix also lets you sell products, services and even event tickets, while built-in marketing tools, data analytics and advanced SEO help you grow your business. Powerful AI tools assist in generating consistent content, enhancing images, creating SEO tags and building branded marketing materials—all designed to help you work faster and smarter. Whatever your goal, Wix provides the tools to help you achieve it. Our main features include: Intuitive drag and drop editor Professionally-designed, mobile-optimized website templates Multi-cloud web hosting to keep your site up and running smoothly The ability to search and register a domain name Smart content creation – Generate tailored text, product descriptions, emails and ads with just a few prompts Visuals made easy – Instantly enhance, edit or create branded images and videos eCommerce platform to manage products, inventory, shipping and more Over 100 secure payment solutions including leading providers like Wix Payments, Stripe, Square, or digital wallets like Apple Pay, Alipay, PayPal, and more Online scheduling software that lets you manage your appointments, auto-reminders, clients, staff and more—from one dashboard Built-in marketing suite and SEO tools – Get personalized layout suggestions and performance insights Wix Owner (mobile) app that lets you run and grow your business on the go Full blogging capabilities to help you grow a loyal community and monetize content Branding tools like a logo maker, custom email and more 24/7 customer care team Take your business where it needs to go with: Wix Design Wix eCommerce Platform Inspiration by Real Wix Users Wix Robust SEO Tools Wix.com Written by the company Contact info 500 TERRY A FRANCOIS BLV, 94158, San Francisco, United States www.wix.com/contact www.wix.com 3.7 Average 26K reviews 5-star 4-star 3-star 2-star 1-star How is the TrustScore calculated? Replied to 89% of negative reviews Typically replies within 24 hours How this company uses Trustpilot People also looked at Shopify www.shopify.com 1.3 (4K) Squarespace www.squarespace.com 3 (2K) Hostinger hostinger.com 4.7 (60K) GoDaddy www.godaddy.com 4.5 (131K) Webador webador.com 4.2 (15K) WordPress.com www.wordpress.com 3.5 (4K) Shopify www.shopify.co.uk 1.1 (1K) Base44 base44.com 1.8 (265) 3.7 All reviews 26,215 total ● Write a review 5-star 74% 4-star 3% 3-star 1% 2-star 2% 1-star 20% How Trustpilot labels reviews More filters Most recent Merged reviews and profile Read more This profile was merged with one or more other Trustpilot profiles belonging to this company. Some reviews shown here were originally from another profile, but now appear in one place. Profiles can be merged for reasons such as identical domains, rebranding, or change in ownership. Read more Sarah Buttacavoli US • 1 review 6 hours ago I will never recommend Wix again. I will never recommend Wix again. I was pre-billed for an entire year of services and canceled just one month after that charge due to major changes in my business. Even after canceling all services, Wix refused to issue any partial refund — not even for the unused months. I explained that I was dealing with serious health issues and a death in my family, which prevented me from canceling sooner. Despite this, they told me I missed their refund window by one month and made absolutely no exception. Zero empathy. Customer service was extremely hard to reach, the platform itself felt outdated and mediocre, and this experience confirmed why I left. Wix has shown a complete lack of care for small businesses and real human situations. Avoid this platform if you expect flexibility or compassion. 12 January 2026 Unprompted review 忍術京都 JP • 2 reviews 7 hours ago Strong Marketing, Higher Prices — Broken SEO Promise Wix heavily promotes its platform for beautiful design, performance, and growth. However, behind the marketing, critical SEO commitments are not being met. Wix announced multilingual URL slug customization for November 2024 — an essential feature for international SEO. As of July 2025, this feature is still unavailable, with no clear roadmap or timeline. At the same time, Wix is increasing Premium plan prices in February 2026, claiming added value. For multilingual sites like NinjutsuKyoto.com, this situation is untenable: SEO optimization remains technically blocked International visibility is limited Core SEO structure cannot be properly implemented Despite higher costs, the promised functionality has not been delivered. Without concrete progress or transparency on this SEO feature, we will not renew our Premium subscription and will be forced to migrate to a platform like Shopify, which is genuinely adapted to international and multilingual markets. Future users should be aware of this limitation before committing. 13 January 2026 Unprompted review See 1 more review by 忍術京都 CM cravis mood GB • 4 reviews 9 hours ago Wix support is asking for EPP codes for… Wix support is asking for EPP codes for .co.uk domains! They don't know basic domain rules and holding my business hostage 12 January 2026 Unprompted review Reply from wix.com 2 hours ago Hello there, thank you for sharing your feedback. I'm sorry to hear about the confusion during your domain transfer process. Different domain extensions have different transfer requirements, and our support team is well-equipped to handle these. I'd recommend reconnecting with our support team so they can review your specific case and provide you with the correct next steps for your .co.uk domain transfer. Best regards, May. wix.com flagged this review for containing harmful or illegal content. Read more Trustpilot is assessing this review in accordance with our flagging process . Tan doi Truong 1 review Flagged 2 hours ago Praesent nec erat convallis Lorem ipsum dolor sit amet, consectetur adipiscing elit. 12 January 2026 Unprompted review JE Jennifer GB • 2 reviews 14 hours ago So disappointed with Wix and their… So disappointed with Wix and their customer service. Recently I was automatically charged for a 3 year renewal subscription without any prior notice and with a very large price increase. Even though I contacted Wix within 24 of the payment being taken, they refused to refund (full or partial) the payment -their reason was because they do not a refund policy in place for renewals. Be warned you don’t get caught too as the credit company was no help either as I did not have any proof of a prior request to cancel the services before payment was taken. 27 December 2025 Unprompted review Reply from wix.com 2 hours ago Hi Jennifer! Thank you for taking the time to write a review. We would love the opportunity to be able to connect with you and get a better understanding of your experience and how we can help. We have sent an email via Trustpilot in order to get some more information about the situation you are facing and to understand how best we can help. Hope to hear back from you soon. Best regards, May. Kimmie Kuzan US • 1 review 18 hours ago I cannot in good faith recommend Wix I cannot in good faith recommend Wix. I had the worst ever business account experience with Wix They will choose policy over the right thing to do by their customer every time. And because they are not US based, the BBB or any other typical US business avenue for complaints cannot help. So Beware. Wix can do what they want to negatively impact your business and money with no ramifications. As soon as my handcuffed contract is over, I will find another provider. . 12 January 2026 Unprompted review Reply from wix.com 2 hours ago Hi Kimmie, thank you for taking the time to write a review. We would love the opportunity to be able to connect with you and get a better understanding of your experience and how we can help. We have sent an email via Trustpilot in order to get some more information about the situation you are facing and to understand how best we can help. Hope to hear back from you soon. Best regards, May. Igor Curosu NL • 1 review A day ago Very disappointinVery disappointing and unnecessary delay for a paid digital serviceg and unnecessary… Very disappointing and unnecessary delay for a paid digital service I am currently having a very bad experience with this company. My domain has been registered with Wix for a long time and I am also using their hosting services. Due to my lack of experience, I did not notice in time that the domain renewal was set to automatic renewal. As a result, my domain expired. I immediately paid €100 for the renewal, but despite this, Wix requires me to wait up to 7 days for the domain to be reactivated. During this time, my email services are also completely down, which directly affects my business. What I find extremely frustrating is that we are talking about a fully digital service, yet I am being forced to wait an unreasonable amount of time after full payment has already been made. It is strange that new customers can have their domains and services activated almost instantly, but loyal existing customers must wait 7 days just to regain access to their own paid services. I am leaving this review so that others know what to expect in such situations. 11 January 2026 Unprompted review Reply from wix.com 2 hours ago Hello Igor, thank you for sharing your feedback! I'm sorry to hear about the frustration with your domain reactivation. This is why we make sure to send notification emails before services expire. The waiting period for domain reactivation after expiration is not determined by Wix- it's governed by domain registry protocols that are outside of our control. If you need further assistance, please reach out to our support team. We are happy to assist. Best, May. JT Jasbir Thumber GB • 3 reviews 2 days ago Wix seems more focused on trapping customers in renewals than delivering value This experience has completely changed how I view Wix as a company. I had previously considered them a reputable and ethical business that prioritised customer satisfaction and delivering services people genuinely want to use — not enforcing payment purely through terms and conditions. Wix took £403+ for a renewal I clearly did not want, did not consent to, and did not use — and then doubled down on refusing a refund despite clear evidence of customer intent and zero service consumption. What’s most troubling is what this says about Wix’s priorities. I cancelled my payment card specifically to prevent auto-renewals. Wix then emailed me with the subject line: “Action Required – Keep your Service Active” The email explicitly stated that if no action was taken, the plan would expire. I took no action because I no longer wanted the service. Any company genuinely focused on customer value would interpret that as a clear signal that the customer does not wish to continue. Instead, Wix later collected the money anyway. When I contacted them within 24 hours, confirmed zero usage, and made it clear the service had no value to me, Wix showed no interest whatsoever in whether I had received any benefit. The only thing that mattered was enforcing terms and conditions agreed years ago. That tells you everything. This feels far less like a company trying to ensure customers get value from its services, and far more like one focused on locking people into subscriptions and extracting money whether the service is wanted or not. There was: - No attempt to resolve the issue fairly - No consideration of intent or non-use - No interest in customer satisfaction - Just rigid policy enforcement and a “decision is final” response For a platform that markets itself as customer-centric, this behaviour is deeply disappointing. Trust is not built by trapping customers — it is built by ensuring people actually want and use what they are paying for. Consumer protections around subscription renewals are clearly moving towards greater fairness and transparency, and experiences like this highlight why that direction matters. I am now pursuing recovery through my bank. Anyone considering Wix should assume: - Auto-renewals are enforced regardless of intent - Failed-payment emails do not mean what customers reasonably expect - Customer value comes second to policy Wix’s public response to this review will speak volumes about whether they prioritise customer trust or subscription lock-in. 6 January 2026 Unprompted review Reply from wix.com A day ago Hi there! Thank you for taking the time to write a review. We would love the opportunity to be able to connect with you and get a better understanding of your experience and how we can help. We have sent an email via Trustpilot in order to get some more information about the situation you are facing and to understand how best we can help. Hope to hear back from you soon. Best regards, May. Ajith Radnus IN • 1 review 2 days ago READ CAREFULLY BEFORE PURCHASING FOR MOBILE FOCUSED ECOMMERCE / SHOP Choosing Wix was a costly mistake for my startup. I purchased the Wix Business plan and upgraded to Wix Studio Plus, spending ₹25,000 ($280), only to discover that mobile eCommerce performance is fundamentally broken. Major issues: 1. Slow mobile shop & product pages (10+ seconds on mobile 4G network) 2. (*Important) No loading indicators at all, no pre-loader, spinner, or browser loading signal. Pages freeze, no reference after clicking anything, what do you think if you click something and don't see anything for 6 to 10 seconds? Do you think the page is loading or the site is broken? this happence every time on mobile. 3. Not compatible with IPv6 mobile networks, failed loads. (So I manually fix with Cloudflare) Wix support failed to provide a real solution. Instead, I was advised to try third-party plugins and community code, which is unacceptable for a platform of this scale. None of them worked as a native. I don't have any extra plugins even from Wix Business Suite, optimized all images to low-size WebP, and followed every recommendation. The issues remained because they are platform-level limitations. The most disappointing part was the refund denial. Wix refused a refund because I crossed the 14-day limit, even though that time was spent troubleshooting their platform. As a startup founder with limited resources, this caused serious mental stress, wasted time, and financial strain. What I Need: A native Wix loading indicator / pre-loader so customers clearly see pages and products are loading Real mobile performance optimization suitable for modern eCommerce traffic OR a fair refund when essential features are missing Final note: Wix should take responsibility for platform-level limitations and show refund flexibility when customers spend the trial period trying to fix unsolvable issues. Denying refunds in such cases is unfair, especially to startups. 10 January 2026 Unprompted review Reply from wix.com A day ago Hi there! Thank you for taking the time to write a review. We would love the opportunity to be able to connect with you and get a better understanding of your experience and how we can help. We have sent through an email via Trustpilot in order to get some more information about the situation you are facing and to understand how best we can help. Hope to hear back from you soon. Best regards, May. James Barron NZ • 5 reviews 2 days ago Price increase means pulling the plug US$138 to US$194 is hard for a small volunteer run charity to justify. Have had our website on WIX for 12 years but the latest price increase, functional replacement by Social Media and time to keep a large website updated means have decided to decomission our large old and dated site & go for free option 11 January 2026 Unprompted review Reply from wix.com 2 days ago Hey James! Thank you for sharing your feedback and for being with Wix for 12 years. We're sorry to hear that the recent price increase has made it difficult to continue with a premium plan. We understand that budget considerations are important when making these decisions. It's worth noting that we offer sales and promotions quite often, which can help make our premium plans more accessible. If you'd like to explore your options or discuss your billing further, I'd encourage you to reach out to our support team. They may be able to provide information about current offers or alternative solutions that could work for your needs. We truly value the years you've spent with Wix and appreciate your feedback. Best regards, May. James Hart US • 2 reviews 2 days ago Tyler is great Tyler is great, very friendly and easy to work with. 4 November 2025 Unprompted review See 1 more review by James David Houser MX • 1 review 2 days ago Wix is a censorship / gatekeeper… Wix is a censorship / gatekeeper company. My books are controversial. The truth is not allowed by censors. My website has been rendered in-operable. Wix is a criminal entity, they can eat my shit. 1 January 2026 Unprompted review JA jakob DE • 2 reviews 3 days ago Customer Support is great but if you… Customer Support is great but if you made a mistake and accidentally purchased something they will just keep your money and shit on you. The stay kind while doing it though. 5 January 2026 Unprompted review Reply from wix.com 2 days ago Hey Jakob! Thank you for sharing your feedback. I'm sorry to hear about your frustration with the refund process. We understand that accidental purchases can happen, and we genuinely want to help when they do. Our refund policies are in place to balance fairness for all users, but we also recognize that every situation is unique. If you haven't already, I'd encourage you to reach out to our support team with details about your specific situation. They may be able to review your case and explore what options might be available. We appreciate your acknowledging the kindness of our support team, and we hope we can still find a way to help resolve this matter. Best regards, May. EW Eden Wholesale Plants Ltd GB • 1 review 3 days ago Great dashboards for our business Great dashboards for our business, ecommerce and affordable. Very happy customer. 10 January 2026 Unprompted review Adi Avraham IL • 1 review 3 days ago been using wix for almost 9 years I’ve been building and running websites with Wix for over 9 years, and during this time I’ve seen the platform evolve from a simple website builder into a powerful, full-scale digital marketing platform. My main site is a digital marketing blog, and most of my traffic comes from Google organic search - and now, also from LLM driven discovery and AI tools. Wix has consistently kept up with these changes, especially when it comes to SEO, performance, and structured content. After nearly a decade on the platform, Wix has proven to me as a reliable, scalable, and convenient platform . It’s a strong choice not only for beginners, but also for serious content creators, marketers, and businesses that rely on organic growth. 4 January 2026 Unprompted review Jess Marin US • 1 review 3 days ago Took 3k from me without explanation or warning Was working with them for 3 years ! Out of no where they took off my wix payments without warning and are withholding 3k. My last case that was a chargeback I literally submitted proof that the client got their item and disputed because they had done this multiple times on my other site as well and they still favored it to their side. 9 January 2026 Unprompted review Reply from wix.com 2 days ago Hey Jess, thank you for sharing your experience! I can see that your case is currently being handled by the relevant team that specializes in these matters. Please refer to the ticket you have open with our support team. You'll receive a response within the timeframe that was provided to you. While waiting can be difficult, especially in situations involving funds, our specialized team needs to thoroughly review all the details to reach a fair resolution. If you have any additional information or questions in the meantime, you can update your existing ticket and the team will take that into account. We appreciate your patience as this is being resolved. Best regards, May. Lyn CA • 1 review Updated 2 days ago They are thief. They are thief.. scam.. be aware of renewal date. I cancelled in 5minutes but they didn't return my money which is over $500. 8 January 2026 Unprompted review Reply from wix.com 2 days ago Hey Lyn, thank you for sharing your feedback! I'm sorry to hear you've had a negative experience with the renewal process. All of our subscription services operate on an auto-renewal basis, which is outlined when purchases are made. We also send notification emails before renewals occur, though these sometimes end up in spam or promotions folders. If you have concerns about a specific charge or renewal, I'd encourage you to reach out to our support team. They can review your account details and help address any billing issues you're experiencing. We appreciate you taking the time to share your concerns. Best regards, May. CU customerTiana US • 2 reviews 3 days ago Do not use them Do not use them. They are misleading. And you have to go through great lengths in order to cancel this service. After hours of trying I finally was able to cancel. I only had the service for a couple of hours. 9 January 2026 Unprompted review Reply from wix.com 2 days ago Hey there! Thank you for sharing your feedback. I'm sorry to hear that you found the cancellation process difficult and that your experience with us didn't meet your expectations. We certainly don't want anyone to feel misled or to struggle when managing their account. If you encountered any specific issues during cancellation or have concerns about your account, our support team would be happy to assist and ensure everything has been properly resolved. Best regards, May. RC US • 1 review 3 days ago Disappointing experience and poor merchant support I had a very disappointing experience with Wix as a merchant. When my website was targeted by a coordinated wave of fraudulent activity involving credit card testing and stolen identities, the suspicious transactions were not detected by Wix’s payment processor. I was the one who identified the fraud, halted fulfillment, refunded transactions, and worked with USPS and the FTC to prevent financial loss. Rather than supporting those efforts, Wix ultimately closed my payment processing account. This left me unable to continue operating on their platform and forced me to begin migrating my site elsewhere. It was especially frustrating given that I acted responsibly and proactively to protect both myself and the cardholders involved. I invested significant time building my website on Wix, and after less than a year, this situation made it clear that the platform does not adequately support merchants when serious fraud issues arise. If you run an online business and need strong fraud protection and responsive merchant support, I would strongly recommend carefully considering alternative platforms before choosing Wix. 1 November 2025 Unprompted review Reply from wix.com 2 days ago Hi there! Thank you for taking the time to write a review. We would love the opportunity to be able to connect with you and get a better understanding of your experience and how we can help. We have sent through an email via Trustpilot in order to get some more information about the situation you are facing and to understand how best we can help. Hope to hear back from you soon. Best regards, May. Jonathan Ross US • 6 reviews 3 days ago Wix Bought Base44 Wix Bought Base44 I wish I could love to have my own website with Wix help and dreams of having it, but due to Israel/Gaza conflict and base44 scams, I gonna pass the opportunity of being a Wix Supporter and dreams of a website somewhere else. I could make one website for myself with help. but not on Wix 9 January 2026 Unprompted review Previous 1 2 3 4 Next page The Trustpilot Experience We're open to all Anyone can write a Trustpilot review. People who write reviews have ownership to edit or delete them at any time, and they’ll be displayed as long as an account is active . We champion verified reviews Companies can ask for reviews via automatic invitations. Labeled Verified, they’re about genuine experiences. Learn more about other kinds of reviews. We fight fake reviews We use dedicated people and clever technology to safeguard our platform. Find out how we combat fake reviews . We show the latest reviews Learn about Trustpilot’s review process . We encourage constructive feedback Here are 8 tips for writing great reviews . We verify reviewers Verification can help ensure real people are writing the reviews you read on Trustpilot. 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https://ca.trustpilot.com/review/stylix.app | Stylix Reviews | Read Customer Service Reviews of stylix.app Suggested companies Stiligt Stockholm stiligt-stockholm.com • 14 reviews 1.9 Astroline astroline.today • 31K reviews 4.5 Stylio - Personal AI Stylist quiz.stylio.fashion • 16 reviews 3.5 Categories Blog Log in For businesses For businesses Log in Categories Blog Beauty & Well-being Salons & Clinics Stylist Stylix Summary About Reviews Visit website Write a review Visit website Claimed profile Stylix Reviews 1,120 • 3.4 Stylist Write a review Visit website Write a review Companies on Trustpilot aren't allowed to offer incentives or pay to hide reviews. Review summary Based on reviews, created with AI Most reviewers were somewhat happy with their experience overall. Consumers appreciate the app's user-friendly interface and the personalized style recommendations it offers. Many find the color analysis insightful and useful for identifying flattering colors. People also value the app's ability to provide outfit ideas and guidance, especially for those seeking to enhance their fashion sense or understand what styles suit them best. However, some consumers express concerns regarding the payment structure, mentioning unexpected subscription charges and a desire for clearer pricing information. The app and product recommendations receive mixed feedback, with some users finding them relevant and inspiring, while others feel they lack variety or accuracy. Some reviewers would like to see more options to better define their style. See more Based on these reviews TU Tulip 4 days ago It’s quite involved. This is a pro and a con. I’d like answers quicker with less Interruption. However, I understand it takes time to figure out what works best Company replied SH Savannah Hartbarger Jan 2, 2026 I believe the prices are high to just obtain the information . Wonderful app to help create good color palette for those that have a hard time with that , but over all it’s nice to have an app like t... See more Company replied Nikki MacLaren Jan 1, 2026 The questions are easy to answer and the overall look of the service so far is great. However, I did freak out with the unexpected charges that appeared in my account. Please start making it clear wha... See more Company replied CO Cole Dec 22, 2025 Color recommendations were cool and useful, clothing was H&M heavy due to the Apps limited understanding of style nuance and variation. Basically comes down to a lack of options for different styles.... See more Company replied Jamie Griggs 4 days ago Ideas and selection of outfit pieces. I feel that not only do I have all the basic issues but also I really don't feel my age i feel a lot younger and I like different types of trendy clothes. I don't... See more Company replied AD Adrian Daniels 4 days ago I thought I was getting access to a guide for a week for 4.99 but then when I was done the quiz, I was trying to access the results, and the layout was sneaky, showing more purchases for people to buy... See more Company replied EL Elizabeth 4 days ago The questions were thorough and seemed to ask all the necessary information. Maybe my picture wasn’t a good option but I’m not sure the colors picked for me were accurate Company replied CM C M Dec 27, 2025 Nothing has happened on your app yet. It keeps giving me to discuss my experience and won’t let me get to the next stage until I make a comment so here’s my comment I seen anything impressive because... See more Company replied Valerie Dec 30, 2025 I just started using this app. I am still learning but the options this app gives you to help you bring your style to life is amazing. I don’t give many apps like this a try, but this caught my eye! D... See more Company replied CO Consumer 6 days ago App doesn’t give me much actually. I feel it has different versions of seasonal colour definitions than what I have researched elsewhere. Company replied FA Favour Jan 6, 2026 It was great and refreshing to see especially since I can’t afford a stylist yet. However I wish I can download the report I wonder if there is an option for that Company replied AF Annie Farina Jan 5, 2026 I just started, but I like how easy this is going. I don’t know why it’s not in Canadian dollars though and a 300$ Zara bag is not budget friendly, just saying Company replied RA Rachel Jan 2, 2026 It’s easy to use and has neat information. It’s helpful for inspiration and guidance. I’ve always wanted to know what colors flatter me best, this was cool. Company replied BR Brandy Jan 4, 2026 Well, as of right now I’d give it a 1-2 stars. It said it would give me all this info including wardrobe advice and shopping help, and all it’s given me is my color palette. Company replied EV Eve Dec 29, 2025 I liked that it let me swipe through outfits like a tinder match so I could define more or my style than just choosing a type. First group of outfits wasn’t my style but with some critique it got it d... See more Company replied LH - 7 days ago Easy to use, great questions, choice of style just slightly off because AI thought my hair was darker than it really is Company replied Nancy Fruits 5 days ago Spot on analysis of my features and coloring. Choices of colors just confirmed my favorites in fashion. Thank you for this experience. Company replied AL Amy Lawrence Jan 2, 2026 Seems like I have too much control to show what it generates. Should be able to submit multiple pictures to support the outcome Company replied MD Morgan Dowdy Dec 27, 2025 I struggle with finding clothes that compliment my skin, let alone compliment my body shape. I am hopeful this information will help me. Company replied JL J L Davis 5 days ago Confused I still know I am on the edge of soft summer and soft autumn, but this has done no clarification Company replied Kelly Watts Jan 2, 2026 I don't understand what this has done. This has truly done nothing. I'm honestly so disappointed I can't even articulate. Company replied SA Stephanye Alonso 6 days ago Did not like that I had to pay $1 and then I still had to choose a subscription package before being able to use the app. Company replied SM stacy modisette Dec 28, 2025 I wish there were more times to pic more then one cause my style shifts a lot and I love mix matching and edgy as well and classic and polished Company replied Abigale Wolstenholm 3 days ago Very interesting, not sure what to do from here, where do I get my color palette and style recommendations? Company replied Cathy Harker Jan 3, 2026 Most of the suggestions in the capsule I can see myself wearing and it gave me ideas as to how to mix and match pieces. Company replied AB Abby Jan 5, 2026 I am not quite sure since I barely got to check things out. It’s quite annoying to have a review when first visiting a page or product. Company replied Tanya Dunkle Jan 5, 2026 Loved the insight, and wardrobe options. Limited tight/loose preference settings (nothing for fitted just opposites). Looking forward to trying the custom wardrobe build! Company replied bianca wray Jan 2, 2026 Would have liked to see more outfit options but it seems accurate for my color pallet and budget. Company replied K. King Jan 4, 2026 I joined to get my color palette, and ended up with some good wardrobe recommendations as well! Company replied EM Em 6 days ago I like the quick and easy way to get a color analysis, since I’m unable to do it in person but I would appreciate something that was completely free and not a paid subscription Company replied Brinley Searle 7 days ago this company is doing very well to make people feel better in their fashion sense. Company replied DE Deidra Jan 2, 2026 Good outfit recommendations based on what I have in my closet! I’m happy to know what colors suit me best. Company replied TK Tina Kokosis Jan 3, 2026 Instead of confirming you meant to make the purchase, it just quickly charges you after clicking the price. I also got charged TWICE! Company replied AB Asia Bell 3 days ago This app was helpful in guiding me to find my own personal style. Company replied lois collard Jan 4, 2026 At this point I do not want a recurring payment taken from my account - when i pick i pay.?? Company replied Karyn Gibson 4 days ago I'm a little worried about how to cancel the subscription. I just wanted the trial Company replied LI Liz 6 days ago I can't leave a review yet I haven't had much of a chance to explore the app and see my results Company replied Brittany McDaniel Jan 5, 2026 I’ve tried several other apps and spent money to get reports but this is by far the most organized and user-friendly layout that quickly provided my color analysis info and great styling options that... See more Company replied Chasity Wade Gibbs 4 days ago I did a pretty good job of finding my colors I guess but I'm still all black all the way Company replied LL Linda Lewis Jan 5, 2026 It was a very informative and interesting. I was surprised by what I should be wearing. Company replied CH Chris 6 days ago This is an easy application to use and makes appropriate use of your features to select contemporary styles to suit your figure and colour type. Company replied Sarah Sage 4 days ago I don't like wearing the colors suggested. I feel like they make me look even more pale. Company replied QI Qita 3 days ago Easy to navigate, not really 100% accurate off the bat Company replied Carrie Lott 4 days ago Colors are wrong and that's all I've seen so far and it was just very basic Company replied ED eden 5 days ago i liked how many options were included in each question Company replied Rochelle Sand 4 days ago Sort of boring was expecting more at this point. Company replied SL Senior Lady 4 days ago The “subscription” was an unwelcome surprise. It presented like a one time purchase. Disappointed. Company replied EA Emma Allen 4 days ago Accidentally downloaded way more than realised so cost more Company replied See all 1,120 reviews We perform checks on reviews Company details Stylist Software Company Written by the company Stylix is an AI-driven stylist & digital wardrobe app that helps users organize their clothing pieces, check clothes for a personal style match score, and create outfits that flatter their color type, body shape, and aesthetics. With Stylix’s shopping advice and outfit suggestions, users can shop smarter, save time dressing up, and feel more confident in outfits that highlight their best features. See more Contact info United States stylix.app@support-team.app stylix.app 3.4 Average 1K reviews 5-star 4-star 3-star 2-star 1-star How is the TrustScore calculated? Replied to 93% of negative reviews Typically replies within 1 week How this company uses Trustpilot People also looked at Stiligt Stockholm stiligt-stockholm.com 1.9 (14) Astroline astroline.today 4.5 (31K) Stylio - Personal AI Stylist quiz.stylio.fashion 3.5 (16) FxPremiere.com fxpremiere.com 3.9 (4K) FastSpring fastspring.com 2.8 (470) Botanique Paris botaniqueparis.com 4 (1K) Lusha lusha.com 1.3 (717) Halara thehalara.com 4.1 (359K) 3.4 All reviews 1,120 total ● Write a review 5-star 35% 4-star 17% 3-star 17% 2-star 5% 1-star 26% How Trustpilot labels reviews More filters Most recent May use unsupported invitation methods Read more We’ve detected that this company may be asking for reviews in a way that Trustpilot doesn’t support. This can lead to bias and compromise the reliability of reviews. Trustpilot provides companies with free and supported methods to send review invitations. These help ensure that reviews are genuine and asked for in a fair, consistent way. Eva Jimenez US • 1 review 23 minutes ago Amazing !! Found out about this company today, and I am willing to give it a try. I need to change my wardrobe ASAP, and this will definitely help. January 13, 2026 Unprompted review AM Amy US • 1 review 2 hours ago I'm not sure about this yet I'm not sure about this yet. I took the test then had to pay for a subscription to get the results and that wasn't cool. So far they're wanting to charge an additional $30 to get PDFs for the results. I've only been able to see what season they picked for me. January 13, 2026 Unprompted review Beka Knackstedt US • 1 review 2 hours ago Ok help with limited viewing Ok help but not much January 12, 2026 Unprompted review RO Rosa DO • 1 review 3 hours ago Easy to use! January 12, 2026 Unprompted review Jenna Jeffery US • 1 review 4 hours ago It did a pretty good job January 12, 2026 Unprompted review tori q US • 1 review 4 hours ago It was interesting January 12, 2026 Unprompted review evie AU • 1 review 4 hours ago Hoid Good I like it January 13, 2026 Unprompted review Callie Maddox US • 1 review 5 hours ago Review Review review review January 12, 2026 Unprompted review Kayla Stavick US • 1 review 6 hours ago It was ok It was ok. First time trying this app January 12, 2026 Unprompted review michelle Lopez US • 1 review 6 hours ago Awesome Great experience gotta try it January 12, 2026 Unprompted review HC Holly Callahan US • 1 review 6 hours ago It was quick and easy to use January 12, 2026 Unprompted review LY Lynne US • 1 review 7 hours ago Very informative and easy to use January 12, 2026 Unprompted review JE Jess AU • 1 review 8 hours ago Easy and simple! Easy and simple! January 13, 2026 Unprompted review JH Jacobi Hoelscher US • 1 review 9 hours ago Cool app Really cool how they can tell you these things over the phone. January 12, 2026 Unprompted review JU Judy US • 2 reviews 9 hours ago I saw clothes that I’d actually wear. January 12, 2026 Unprompted review Sebah Abdu NO • 1 review 10 hours ago I love it ❤️❤️❤️❤️ January 12, 2026 Unprompted review LD Lindsey Dobrowski US • 1 review 11 hours ago Many options to have Many options to have, surprised by my colors January 12, 2026 Unprompted review AI Aimée US • 2 reviews 11 hours ago It’s making me fill this out and it. It’s making me fill this out and it. January 12, 2026 Unprompted review GC Gary C GB • 2 reviews 12 hours ago Good analysis Good analysis January 12, 2026 Unprompted review Gabbie Lee US • 2 reviews 12 hours ago Too much money Too much money January 12, 2026 Unprompted review Previous 1 2 3 4 Next page The Trustpilot Experience We're open to all Anyone can write a Trustpilot review. People who write reviews have ownership to edit or delete them at any time, and they’ll be displayed as long as an account is active . We champion verified reviews Companies can ask for reviews via automatic invitations. Labeled Verified, they’re about genuine experiences. Learn more about other kinds of reviews. We fight fake reviews We use dedicated people and clever technology to safeguard our platform. Find out how we combat fake reviews . We show the latest reviews Learn about Trustpilot’s review process . We encourage constructive feedback Here are 8 tips for writing great reviews . We verify reviewers Verification can help ensure real people are writing the reviews you read on Trustpilot. We advocate against bias Offering incentives for reviews or asking for them selectively can bias the TrustScore, which goes against our guidelines . Take a closer look are you human? 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Prince Charles acceded to the throne on September 8 2022 upon the death of his mother, Queen Elizabeth II. He was the longest-serving heir apparent in British history and was the oldest person to assume the throne, doing so at the age of 73. Latest news John Wallace, trumpeter who accompanied Kiri te Kanawa at the wedding of Prince Charles and Diana He made it his mission to expand the trumpet repertoire, composing his own fanfares and rummaging European libraries for forgotten works Telegraph Obituaries 12 Jan 2026, 11:15am The Andrew superfans who still believe in their prince He may have been stripped of his royal status, but for some, the late Queen’s second son should not be vilified any further Ed Cumming 12 Jan 2026, 6:02am Prince Harry in push to reunite with King at Invictus Games Duke of Sussex plans to invite father to next year’s event in Birmingham and could ask him to open it Hannah Furness 10 Jan 2026, 3:10pm King faces having to use Portaloo during White House visit Connor Stringer 8 Jan 2026, 11:07pm King to host ‘luxury weddings’ at stately home for £5,000 Telegraph Reporters 7 Jan 2026, 9:55am Prince Harry has no plans to see King during UK trip Victoria Ward 7 Jan 2026, 6:00am Anne Frank’s stepsister who danced with the King dies aged 96 Victoria Ward 4 Jan 2026, 5:59pm Royals fly equivalent of twice around the world in helicopters Victoria Ward 4 Jan 2026, 2:59pm King and Queen brave the cold to attend church Victoria Ward 4 Jan 2026, 1:04pm King overtakes Princess Anne as hardest-working member of Royal family Victoria Ward 3 Jan 2026, 6:00pm Radicals who want to change our national anthem couldn’t be more wrong William Sitwell 2 Jan 2026, 5:00pm New £5 coin celebrates birth of late Queen Telegraph Reporters 2 Jan 2026, 6:00am King: Humans must respect the planet because there’s nowhere else to go Victoria Ward 1 Jan 2026, 12:00pm Advertisement Queen Elizabeth II Read more The Princess of Wales’s most stylish looks of last year As the Princess turns 44, we look back at her best looks of 2025 Bethan Holt ‘The late Queen would turn in her grave’: William Sitwell reviews Lilibet’s, London 3/5 You needn’t travel to Dubai when you can experience its gaudy spirit in this restaurant William Sitwell Lammy ditched portrait of late Queen for pan-African flags In a flurry of redecoration following Labour’s election win, the royal portrait was moved out of the Foreign Office Craig Simpson Hyphenated names have become frightfully common No longer a badge of breeding, the structure is now decidedly middle-market – something Andrew Mountbatten-Windsor can relate to Robbie Griffiths Churchill apologised to Queen Elizabeth after beating royal horse at Ascot India McTaggart The people of Prince Andrew Road are begging for a name change Rosa Silverman Andrew’s had both barrels – but surely he deserves a hyphen? Sophia Money-Coutts Elizabeth II’s former chaplain spared jail for child sex offence Jacob Freedland Late Queen’s off-duty style to be showcased at exhibition Victoria Ward Queen Elizabeth told Spanish king not to abdicate over scandals Henry Samuel Tim O’Donovan, staunch monarchist whose 40-year analysis of the Royal family’s work made headlines Telegraph Obituaries Elizabeth II was born here – now it’s Mayfair’s chicest new dining room Jessica Doyle Tatler reveals list of ‘hottest’ aristocrats Craig Simpson Admiral of the Fleet Sir Benjamin Bathurst, who had to deal with post-Cold War defence cuts Telegraph Obituaries ‘I have Tourette’s. I yelled “f--- the Queen” when I met her’ Craig McLean When the late Queen died, it was our job to lower the flags to half-mast Melissa Twigg Royal family Read more Meghan plans first visit to Britain in four years Hannah Furness Princess of Wales: The rivers within us cleanse and purify Victoria Ward The world is ignoring the Sudan war The Duchess of Edinburgh Princess of Wales reflects on chemotherapy treatment with volunteers Victoria Ward Queen: Reading is ‘more urgent than ever’ Telegraph Reporters Martin Clunes to play Huw Edwards in downfall drama Anita Singh More stories The fourth-generation shortbread bakers behind Britain’s most festive biscuit Jack Rear Revealed: Irish concerns over ‘opulence’ of Royal Yacht Britannia Hannah Furness The King is a better Christian than the Pope and Archbishop Jake Wallis Simons BBC suffers worst ever Christmas as ratings slump James Warrington King: My green thumb doesn’t stop me pruning bits off my fingers India McTaggart The ‘Instagram highway’ ruining King Charles’s beloved Highlands Patrick Galbraith The ultimate festive gift for car fans – a £530,000 Range Rover Jeremy Taylor Will Britain’s MPs reclaim cricketing honour? 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https://ai.google.dev/gemini-api/docs?hl=it#main-content | Gemini API | Google AI for Developers Passa ai contenuti principali / English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 Recupera chiave API Libro di ricette Community Accedi Documenti Riferimento API Gemini API Documenti Riferimento API Recupera chiave API Libro di ricette Community Per iniziare Panoramica Guida rapida Chiavi API Librerie API Interactions Modelli Gemini Gemini 3 Generazione di immagini con Nano Banana Generazione di video con Veo Generazione di musica con Lyria Generazione di immagini con Imagen Embedding Robotica Prezzi Limiti di frequenza Funzionalità di base Testo Immagine Generazione di immagini 🍌 Comprensione delle immagini Video Documenti Voce e audio Generazione di voce Comprensione audio Pensiero e firme del pensiero Faccina che pensa Firme di pensiero Output strutturati Chiamata di funzione Contesto lungo Strumenti e agenti Panoramica Deep Research Google Search Google Maps Esecuzione del codice Contesto URL Uso del computer Ricerca file API Live Per iniziare Funzionalità Utilizzo dello strumento Gestione sessione Token temporanei Guide API Batch Input file Metodi di immissione API Files Memorizzazione nella cache del contesto Compatibilità con OpenAI Risoluzione dei contenuti multimediali Conteggio token Prompt engineering Log e set di dati Inizia a utilizzare i log Registrazione e condivisione dei dati Sicurezza Impostazioni di sicurezza Indicazioni per la sicurezza Framework open source LangChain e LangGraph CrewAI LlamaIndex SDK Vercel AI Risorse Esegui la migrazione all'SDK Gen AI Note di rilascio Ritiri Risoluzione dei problemi relativi all'API Dati di fatturazione Integrazioni con partner e biblioteche Google AI Studio Guida rapida Vibe code in modalità Build Prova LearnLM Risoluzione dei problemi Accesso per gli utenti di Workspace Piattaforma Google Cloud API VertexAI Gemini Autenticazione OAuth Criteri Termini di servizio Regioni disponibili Norme di utilizzo aggiuntive Home page Gemini API Documenti API Gemini Abbiamo aggiornato i nostri Termini di servizio . Il percorso più rapido dal prompt alla produzione con Gemini, Veo, Nano Banana e altro ancora. Python from google import genai client = genai . Client () response = client . models . generate_content ( model = "gemini-3-flash-preview" , contents = "Explain how AI works in a few words" , ) print ( response . text ) JavaScript import { GoogleGenAI } from "@google/genai" ; const ai = new GoogleGenAI ({}); async function main () { const response = await ai . models . generateContent ({ model : "gemini-2.5-flash" , contents : "Explain how AI works in a few words" , }); console . log ( response . text ); } await main (); Go package main import ( "context" "fmt" "log" "google.golang.org/genai" ) func main () { ctx := context . Background () client , err := genai . NewClient ( ctx , nil ) if err != nil { log . Fatal ( err ) } result , err := client . Models . GenerateContent ( ctx , "gemini-2.5-flash" , genai . Text ( "Explain how AI works in a few words" ), nil , ) if err != nil { log . Fatal ( err ) } fmt . Println ( result . Text ()) } Java package com.example ; import com.google.genai.Client ; import com.google.genai.types.GenerateContentResponse ; public class GenerateTextFromTextInput { public static void main ( String [] args ) { Client client = new Client (); GenerateContentResponse response = client . models . generateContent ( "gemini-2.5-flash" , "Explain how AI works in a few words" , null ); System . out . println ( response . text ()); } } C# using System.Threading.Tasks ; using Google.GenAI ; using Google.GenAI.Types ; public class GenerateContentSimpleText { public static async Task main () { var client = new Client (); var response = await client . Models . GenerateContentAsync ( model : "gemini-2.5-flash" , contents : "Explain how AI works in a few words" ); Console . WriteLine ( response . Candidates [ 0 ]. Content . Parts [ 0 ]. Text ); } } REST curl "https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash:generateContent" \ -H "x-goog-api-key: $GEMINI_API_KEY " \ -H 'Content-Type: application/json' \ -X POST \ -d '{ "contents": [ { "parts": [ { "text": "Explain how AI works in a few words" } ] } ] }' Inizia a creare Segui la nostra guida rapida per ottenere una chiave API ed effettuare la tua prima chiamata API in pochi minuti. Scopri i modelli auto_awesome Gemini 3 Pro Il nostro modello più intelligente, il migliore al mondo per la comprensione multimodale, il tutto basato su un ragionamento all'avanguardia. spark Gemini 3 Flash Prestazioni di classe Frontier paragonabili a quelle di modelli più grandi a una frazione del costo. 🍌 Nano Banana e Nano Banana Pro Modelli all'avanguardia per la generazione e la modifica di immagini. spark Gemini 2.5 Pro Il nostro potente modello di ragionamento, che eccelle nella programmazione e nelle attività di ragionamento complesse. spark Gemini 2.5 Flash Il nostro modello più equilibrato, con una finestra contestuale da 1 milione di token e altro ancora. spark Gemini 2.5 Flash-Lite Il nostro modello multimodale più veloce ed economico con ottime prestazioni per le attività ad alta frequenza. video_library Veo 3.1 Il nostro modello di generazione video all'avanguardia, con audio nativo. spark Gemini 2.5 Pro TTS Variante del modello Gemini 2.5 con funzionalità di sintesi vocale (TTS) native. spark Gemini Robotics-ER 1.5 Un modello di visione-linguaggio (VLM) che porta le funzionalità agentiche di Gemini nella robotica e consente un ragionamento avanzato nel mondo fisico. Esplora le funzionalità imagesmode Generazione di immagini nativa (Nano Banana) Genera e modifica immagini altamente contestuali in modo nativo con Gemini 2.5 Flash Image. article Contesto lungo Inserisci milioni di token nei modelli Gemini ed estrai informazioni da immagini, video e documenti non strutturati. code Output strutturati Limita Gemini a rispondere con JSON, un formato di dati strutturati adatto all'elaborazione automatica. functions Chiamata di funzione Crea workflow agentici collegando Gemini ad API e strumenti esterni. videocam Generazione di video con Veo 3.1 Crea contenuti video di alta qualità da prompt di testo o immagini con il nostro modello all'avanguardia. android_recorder Agenti vocali con l'API Live Crea applicazioni e agenti vocali in tempo reale con l'API Live. build Strumenti Connetti Gemini al mondo tramite strumenti integrati come la Ricerca Google, il contesto URL, Google Maps, l'esecuzione di codice e l'utilizzo del computer. stacks Comprensione dei documenti Elabora fino a 1000 pagine di file PDF con comprensione multimodale completa o altri tipi di file basati su testo. cognition_2 Pensiero Scopri come le capacità di pensiero migliorano il ragionamento per attività e agenti complessi. Risorse Google AI Studio Testa i prompt, gestisci le chiavi API, monitora l'utilizzo e crea prototipi nella nostra piattaforma per i builder di AI. Apri Google AI Studio group Community di sviluppatori Fare domande e trovare soluzioni da altri sviluppatori e ingegneri di Google. Unisciti alla community menu_book Riferimento API Trova informazioni dettagliate sull'API Gemini nella documentazione di riferimento ufficiale. Leggi il riferimento API Salvo quando diversamente specificato, i contenuti di questa pagina sono concessi in base alla licenza Creative Commons Attribution 4.0 , mentre gli esempi di codice sono concessi in base alla licenza Apache 2.0 . Per ulteriori dettagli, consulta le norme del sito di Google Developers . Java è un marchio registrato di Oracle e/o delle sue consociate. Ultimo aggiornamento 2025-12-28 UTC. [[["Facile da capire","easyToUnderstand","thumb-up"],["Il problema è stato risolto","solvedMyProblem","thumb-up"],["Altra","otherUp","thumb-up"]],[["Mancano le informazioni di cui ho bisogno","missingTheInformationINeed","thumb-down"],["Troppo complicato/troppi passaggi","tooComplicatedTooManySteps","thumb-down"],["Obsoleti","outOfDate","thumb-down"],["Problema di traduzione","translationIssue","thumb-down"],["Problema relativo a esempi/codice","samplesCodeIssue","thumb-down"],["Altra","otherDown","thumb-down"]],["Ultimo aggiornamento 2025-12-28 UTC."],[],[]] Termini Privacy Manage cookies English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 | 2026-01-13T09:29:52 |
https://ai.google.dev/api/palm#main-content | PaLM (decommissioned) | Gemini API | Google AI for Developers Skip to main content / English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 Get API key Cookbook Community Sign in Docs API reference Gemini API Docs API reference Get API key Cookbook Community Overview API versions Capabilities Models Generating content Live API Live Music API Interactions API Tokens Files Batch API Caching Embeddings File search File search stores Document All methods Deprecated PaLM (decomissioned) SDK references Python Go TypeScript Java C# Home Gemini API API reference Send feedback PaLM (decommissioned) Method: models.generateText Endpoint Path parameters Request body JSON representation Response body Authorization scopes Generates a response from the model given an input message. Endpoint post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:generateText Path parameters model string Required. The name of the Model or TunedModel to use for generating the completion. Examples: models/text-bison-001 tunedModels/sentence-translator-u3b7m It takes the form models/{model} . Request body The request body contains data with the following structure: Fields prompt object ( TextPrompt ) Required. The free-form input text given to the model as a prompt. Given a prompt, the model will generate a TextCompletion response it predicts as the completion of the input text. safetySettings[] object ( SafetySetting ) Optional. A list of unique SafetySetting instances for blocking unsafe content. that will be enforced on the GenerateTextRequest.prompt and GenerateTextResponse.candidates . There should not be more than one setting for each SafetyCategory type. The API will block any prompts and responses that fail to meet the thresholds set by these settings. This list overrides the default settings for each SafetyCategory specified in the safetySettings. If there is no SafetySetting for a given SafetyCategory provided in the list, the API will use the default safety setting for that category. Harm categories HARM_CATEGORY_DEROGATORY, HARM_CATEGORY_TOXICITY, HARM_CATEGORY_VIOLENCE, HARM_CATEGORY_SEXUAL, HARM_CATEGORY_MEDICAL, HARM_CATEGORY_DANGEROUS are supported in text service. stopSequences[] string The set of character sequences (up to 5) that will stop output generation. If specified, the API will stop at the first appearance of a stop sequence. The stop sequence will not be included as part of the response. temperature number Optional. Controls the randomness of the output. Note: The default value varies by model, see the Model.temperature attribute of the Model returned the getModel function. Values can range from [0.0,1.0], inclusive. A value closer to 1.0 will produce responses that are more varied and creative, while a value closer to 0.0 will typically result in more straightforward responses from the model. candidateCount integer Optional. Number of generated responses to return. This value must be between [1, 8], inclusive. If unset, this will default to 1. maxOutputTokens integer Optional. The maximum number of tokens to include in a candidate. If unset, this will default to outputTokenLimit specified in the Model specification. topP number Optional. The maximum cumulative probability of tokens to consider when sampling. The model uses combined Top-k and nucleus sampling. Tokens are sorted based on their assigned probabilities so that only the most likely tokens are considered. Top-k sampling directly limits the maximum number of tokens to consider, while Nucleus sampling limits number of tokens based on the cumulative probability. Note: The default value varies by model, see the Model.top_p attribute of the Model returned the getModel function. topK integer Optional. The maximum number of tokens to consider when sampling. The model uses combined Top-k and nucleus sampling. Top-k sampling considers the set of topK most probable tokens. Defaults to 40. Note: The default value varies by model, see the Model.top_k attribute of the Model returned the getModel function. Response body If successful, the response body contains an instance of GenerateTextResponse . Method: models.countTextTokens Endpoint Path parameters Request body JSON representation Response body JSON representation Authorization scopes Runs a model's tokenizer on a text and returns the token count. Endpoint post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:countTextTokens Path parameters model string Required. The model's resource name. This serves as an ID for the Model to use. This name should match a model name returned by the models.list method. Format: models/{model} It takes the form models/{model} . Request body The request body contains data with the following structure: Fields prompt object ( TextPrompt ) Required. The free-form input text given to the model as a prompt. Response body A response from models.countTextTokens . It returns the model's tokenCount for the prompt . If successful, the response body contains data with the following structure: Fields tokenCount integer The number of tokens that the model tokenizes the prompt into. Always non-negative. JSON representation { "tokenCount" : integer } Method: models.generateMessage Endpoint Path parameters Request body JSON representation Response body JSON representation Authorization scopes Generates a response from the model given an input MessagePrompt . Endpoint post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:generateMessage Path parameters model string Required. The name of the model to use. Format: name=models/{model} . It takes the form models/{model} . Request body The request body contains data with the following structure: Fields prompt object ( MessagePrompt ) Required. The structured textual input given to the model as a prompt. Given a prompt, the model will return what it predicts is the next message in the discussion. temperature number Optional. Controls the randomness of the output. Values can range over [0.0,1.0] , inclusive. A value closer to 1.0 will produce responses that are more varied, while a value closer to 0.0 will typically result in less surprising responses from the model. candidateCount integer Optional. The number of generated response messages to return. This value must be between [1, 8] , inclusive. If unset, this will default to 1 . topP number Optional. The maximum cumulative probability of tokens to consider when sampling. The model uses combined Top-k and nucleus sampling. Nucleus sampling considers the smallest set of tokens whose probability sum is at least topP . topK integer Optional. The maximum number of tokens to consider when sampling. The model uses combined Top-k and nucleus sampling. Top-k sampling considers the set of topK most probable tokens. Response body The response from the model. This includes candidate messages and conversation history in the form of chronologically-ordered messages. If successful, the response body contains data with the following structure: Fields candidates[] object ( Message ) Candidate response messages from the model. messages[] object ( Message ) The conversation history used by the model. filters[] object ( ContentFilter ) A set of content filtering metadata for the prompt and response text. This indicates which SafetyCategory (s) blocked a candidate from this response, the lowest HarmProbability that triggered a block, and the HarmThreshold setting for that category. JSON representation { "candidates" : [ { object ( Message ) } ] , "messages" : [ { object ( Message ) } ] , "filters" : [ { object ( ContentFilter ) } ] } Method: models.countMessageTokens Endpoint Path parameters Request body JSON representation Response body JSON representation Authorization scopes Runs a model's tokenizer on a string and returns the token count. Endpoint post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:countMessageTokens Path parameters model string Required. The model's resource name. This serves as an ID for the Model to use. This name should match a model name returned by the models.list method. Format: models/{model} It takes the form models/{model} . Request body The request body contains data with the following structure: Fields prompt object ( MessagePrompt ) Required. The prompt, whose token count is to be returned. Response body A response from models.countMessageTokens . It returns the model's tokenCount for the prompt . If successful, the response body contains data with the following structure: Fields tokenCount integer The number of tokens that the model tokenizes the prompt into. Always non-negative. JSON representation { "tokenCount" : integer } Method: models.embedText Endpoint Path parameters Request body JSON representation Response body JSON representation Authorization scopes Generates an embedding from the model given an input message. Endpoint post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:embedText Path parameters model string Required. The model name to use with the format model=models/{model}. It takes the form models/{model} . Request body The request body contains data with the following structure: Fields text string Optional. The free-form input text that the model will turn into an embedding. Response body The response to a EmbedTextRequest. If successful, the response body contains data with the following structure: Fields embedding object ( Embedding ) Output only. The embedding generated from the input text. JSON representation { "embedding" : { object ( Embedding ) } } Method: models.batchEmbedText Endpoint Path parameters Request body JSON representation Response body JSON representation Authorization scopes EmbedTextRequest JSON representation Generates multiple embeddings from the model given input text in a synchronous call. Endpoint post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:batchEmbedText Path parameters model string Required. The name of the Model to use for generating the embedding. Examples: models/embedding-gecko-001 It takes the form models/{model} . Request body The request body contains data with the following structure: Fields texts[] string Optional. The free-form input texts that the model will turn into an embedding. The current limit is 100 texts, over which an error will be thrown. requests[] object ( EmbedTextRequest ) Optional. Embed requests for the batch. Only one of texts or requests can be set. Response body The response to a EmbedTextRequest. If successful, the response body contains data with the following structure: Fields embeddings[] object ( Embedding ) Output only. The embeddings generated from the input text. JSON representation { "embeddings" : [ { object ( Embedding ) } ] } EmbedTextRequest Request to get a text embedding from the model. Fields model string Required. The model name to use with the format model=models/{model}. text string Optional. The free-form input text that the model will turn into an embedding. JSON representation { "model" : string , "text" : string } ContentFilter JSON representation BlockedReason Content filtering metadata associated with processing a single request. ContentFilter contains a reason and an optional supporting string. The reason may be unspecified. Fields reason enum ( BlockedReason ) The reason content was blocked during request processing. message string A string that describes the filtering behavior in more detail. JSON representation { "reason" : enum ( BlockedReason ) , "message" : string } BlockedReason A list of reasons why content may have been blocked. Enums BLOCKED_REASON_UNSPECIFIED A blocked reason was not specified. SAFETY Content was blocked by safety settings. OTHER Content was blocked, but the reason is uncategorized. Embedding JSON representation A list of floats representing the embedding. Fields value[] number The embedding values. JSON representation { "value" : [ number ] } Message JSON representation The base unit of structured text. A Message includes an author and the content of the Message . The author is used to tag messages when they are fed to the model as text. Fields author string Optional. The author of this Message. This serves as a key for tagging the content of this Message when it is fed to the model as text. The author can be any alphanumeric string. content string Required. The text content of the structured Message . citationMetadata object ( CitationMetadata ) Output only. Citation information for model-generated content in this Message . If this Message was generated as output from the model, this field may be populated with attribution information for any text included in the content . This field is used only on output. JSON representation { "author" : string , "content" : string , "citationMetadata" : { object ( CitationMetadata ) } } MessagePrompt JSON representation Example JSON representation All of the structured input text passed to the model as a prompt. A MessagePrompt contains a structured set of fields that provide context for the conversation, examples of user input/model output message pairs that prime the model to respond in different ways, and the conversation history or list of messages representing the alternating turns of the conversation between the user and the model. Fields context string Optional. Text that should be provided to the model first to ground the response. If not empty, this context will be given to the model first before the examples and messages . When using a context be sure to provide it with every request to maintain continuity. This field can be a description of your prompt to the model to help provide context and guide the responses. Examples: "Translate the phrase from English to French." or "Given a statement, classify the sentiment as happy, sad or neutral." Anything included in this field will take precedence over message history if the total input size exceeds the model's inputTokenLimit and the input request is truncated. examples[] object ( Example ) Optional. Examples of what the model should generate. This includes both user input and the response that the model should emulate. These examples are treated identically to conversation messages except that they take precedence over the history in messages : If the total input size exceeds the model's inputTokenLimit the input will be truncated. Items will be dropped from messages before examples . messages[] object ( Message ) Required. A snapshot of the recent conversation history sorted chronologically. Turns alternate between two authors. If the total input size exceeds the model's inputTokenLimit the input will be truncated: The oldest items will be dropped from messages . JSON representation { "context" : string , "examples" : [ { object ( Example ) } ] , "messages" : [ { object ( Message ) } ] } Example An input/output example used to instruct the Model. It demonstrates how the model should respond or format its response. Fields input object ( Message ) Required. An example of an input Message from the user. output object ( Message ) Required. An example of what the model should output given the input. JSON representation { "input" : { object ( Message ) } , "output" : { object ( Message ) } } GenerateTextResponse JSON representation TextCompletion JSON representation SafetyFeedback JSON representation The response from the model, including candidate completions. Fields candidates[] object ( TextCompletion ) Candidate responses from the model. filters[] object ( ContentFilter ) A set of content filtering metadata for the prompt and response text. This indicates which SafetyCategory (s) blocked a candidate from this response, the lowest HarmProbability that triggered a block, and the HarmThreshold setting for that category. This indicates the smallest change to the SafetySettings that would be necessary to unblock at least 1 response. The blocking is configured by the SafetySettings in the request (or the default SafetySettings of the API). safetyFeedback[] object ( SafetyFeedback ) Returns any safety feedback related to content filtering. JSON representation { "candidates" : [ { object ( TextCompletion ) } ] , "filters" : [ { object ( ContentFilter ) } ] , "safetyFeedback" : [ { object ( SafetyFeedback ) } ] } TextCompletion Output text returned from a model. Fields output string Output only. The generated text returned from the model. safetyRatings[] object ( SafetyRating ) Ratings for the safety of a response. There is at most one rating per category. citationMetadata object ( CitationMetadata ) Output only. Citation information for model-generated output in this TextCompletion . This field may be populated with attribution information for any text included in the output . JSON representation { "output" : string , "safetyRatings" : [ { object ( SafetyRating ) } ] , "citationMetadata" : { object ( CitationMetadata ) } } SafetyFeedback Safety feedback for an entire request. This field is populated if content in the input and/or response is blocked due to safety settings. SafetyFeedback may not exist for every HarmCategory. Each SafetyFeedback will return the safety settings used by the request as well as the lowest HarmProbability that should be allowed in order to return a result. Fields rating object ( SafetyRating ) Safety rating evaluated from content. setting object ( SafetySetting ) Safety settings applied to the request. JSON representation { "rating" : { object ( SafetyRating ) } , "setting" : { object ( SafetySetting ) } } TextPrompt JSON representation Text given to the model as a prompt. The Model will use this TextPrompt to Generate a text completion. Fields text string Required. The prompt text. JSON representation { "text" : string } Send feedback Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License . For details, see the Google Developers Site Policies . Java is a registered trademark of Oracle and/or its affiliates. Last updated 2025-07-24 UTC. Need to tell us more? [[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-07-24 UTC."],[],[]] Terms Privacy Manage cookies English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 | 2026-01-13T09:29:52 |
https://cursor.com/careers/community-program-manager-campus-lead#apply | Community Program Manager, Campus Lead - Cursor · Cursor Skip to content Cursor Features Enterprise Pricing Resources ↓ Changelog Blog Docs ↗ Community Learn ↗ Workshops Forum ↗ Careers Features Enterprise Pricing Resources → Sign in Download Careers Community Program Manager, Campus Lead GTM · Full-time · SF / NY / Remote Apply ↓ About the Role: In this role, you will develop and own our playbook for getting Cursor into the hands of computer science students at top universities. You’ll partner closely with student organizations and professors to help students make the most of Cursor. You will own our student discount program and build out a campus ambassador program. This is a builder role. You’ll define the roadmap for our campus programs while operating in a high-autonomy environment. What You'll Do Own our student discount program, make sure we’re getting Cursor into the hands of computer science students at all the top universities Scale our student discount in a sustainable way Launch and grow the Campus Ambassador program across universities, empowering student developers to teach and represent Cursor at their schools Support Campus Ambassadors with playbooks, resources, and real-time guidance to run successful hackathons and workshops Partner with university clubs and organizations Collaborate with the marketing team to share the story of how students are building Cursor Who You Are 1-5 years at a high-velocity startup where you owned a meaningful community program Operationally excellent, manage multiple workstreams simultaneously without dropping details, even across time zones Strong bias toward action, not afraid to dive into the weeds and do whatever it takes to ship You have empathy and understand what makes communities tick Thrive in fast-paced environments, comfortable with ambiguity, energized by building new things Passionate about education and helping students on their journey About Cursor Our mission is to automate coding. The first step in our journey is to build the best tool for professional programmers, using a combination of inventive research, design, and engineering. Our organization is very flat, and our team is small and talent dense. We particularly like people who are truthseeking, passionate, and creative. We enjoy spirited debate, crazy ideas, and shipping code. We're in-person with cozy offices in North Beach, San Francisco and Manhattan, New York, replete with well-stocked libraries. Apply for this role Name * Email * Resume ↥ Upload file LinkedIn URL GitHub Profile Please write a short note on a project you're proud of: Submit application → Product Features Enterprise Web Agents Bugbot CLI Pricing Resources Download Changelog Docs ↗ Learn ↗ Forum ↗ Status ↗ Company Careers Blog Community Workshops Students Brand Legal Terms of Service Privacy Policy Data Use Security Connect X ↗ LinkedIn ↗ YouTube ↗ © 2026 Cursor 🛡 SOC 2 Certified 🌐 English ↓ English ✓ 简体中文 日本語 繁體中文 Skip to content Cursor Features Enterprise Pricing Resources ↓ Changelog Blog Docs ↗ Community Learn ↗ Workshops Forum ↗ Careers Features Enterprise Pricing Resources → Sign in Download Careers Community Program Manager, Campus Lead GTM · Full-time · SF / NY / Remote Apply ↓ About the Role: In this role, you will develop and own our playbook for getting Cursor into the hands of computer science students at top universities. You’ll partner closely with student organizations and professors to help students make the most of Cursor. You will own our student discount program and build out a campus ambassador program. This is a builder role. You’ll define the roadmap for our campus programs while operating in a high-autonomy environment. What You'll Do Own our student discount program, make sure we’re getting Cursor into the hands of computer science students at all the top universities Scale our student discount in a sustainable way Launch and grow the Campus Ambassador program across universities, empowering student developers to teach and represent Cursor at their schools Support Campus Ambassadors with playbooks, resources, and real-time guidance to run successful hackathons and workshops Partner with university clubs and organizations Collaborate with the marketing team to share the story of how students are building Cursor Who You Are 1-5 years at a high-velocity startup where you owned a meaningful community program Operationally excellent, manage multiple workstreams simultaneously without dropping details, even across time zones Strong bias toward action, not afraid to dive into the weeds and do whatever it takes to ship You have empathy and understand what makes communities tick Thrive in fast-paced environments, comfortable with ambiguity, energized by building new things Passionate about education and helping students on their journey About Cursor Our mission is to automate coding. The first step in our journey is to build the best tool for professional programmers, using a combination of inventive research, design, and engineering. Our organization is very flat, and our team is small and talent dense. We particularly like people who are truthseeking, passionate, and creative. We enjoy spirited debate, crazy ideas, and shipping code. We're in-person with cozy offices in North Beach, San Francisco and Manhattan, New York, replete with well-stocked libraries. Apply for this role Name * Email * Resume ↥ Upload file LinkedIn URL GitHub Profile Please write a short note on a project you're proud of: Submit application → Product Features Enterprise Web Agents Bugbot CLI Pricing Resources Download Changelog Docs ↗ Learn ↗ Forum ↗ Status ↗ Company Careers Blog Community Workshops Students Brand Legal Terms of Service Privacy Policy Data Use Security Connect X ↗ LinkedIn ↗ YouTube ↗ © 2026 Cursor 🛡 SOC 2 Certified 🌐 English ↓ English ✓ 简体中文 日本語 繁體中文 | 2026-01-13T09:29:52 |
https://ai.google.dev/gemini-api?hl=tr | Gemini API | Google AI for Developers Ana içeriğe atla / English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 API anahtarı alma Tarif Defteri Topluluk Oturum aç Dokümanlar API referansı Gemini API Dokümanlar API referansı API anahtarı alma Tarif Defteri Topluluk Başlama Genel bakış Hızlı Başlangıç API anahtarları Kütüphaneler Interactions API Modeller Gemini Gemini 3 Nano Banana ile görüntü üretme Veo ile video üretimi Lyria ile müzik üretme Imagen ile görüntü üretme Yerleştirmeler Robot Teknolojileri Fiyatlandırma Hız sınırları Temel özellikler Metin Görüntü Görüntü üretme 🍌 Görüntü anlama Video Dokümanlar Konuşma ve ses Konuşma oluşturma Sesleri anlama Düşünme ve düşünce imzaları Düşünüyorum Düşünce imzaları Yapılandırılmış çıkışlar İşlev çağırma Uzun bağlam Araçlar ve temsilciler Genel bakış Deep Research Google Search Google Maps Kod yürütme URL bağlamı Bilgisayar Kullanımı Dosya Arama Canlı API Başlama İşlemler Araç kullanımı Oturum yönetimi Geçici jetonlar Rehberler Toplu API Dosya girişi Giriş yöntemleri Dosyalar API'si Bağlamı önbelleğe alma OpenAI uyumluluğu Medya çözünürlüğü Jeton sayımı Hızlı yanıt mühendisliği Günlükler ve veri kümeleri Günlükleri kullanmaya başlama Veri günlük kaydı ve paylaşımı Güvenlik Güvenlik ayarları Güvenlikle ilgili yol gösterici bilgiler Açık kaynak çerçeveler LangChain ve LangGraph CrewAI LlamaIndex Vercel AI SDK Kaynaklar Gen AI SDK'ya geçiş Sürüm notları Kullanımdan Kaldırmalar API sorunlarını giderme Fatura bilgisi İş ortağı ve kitaplık entegrasyonları Google AI Studio Hızlı Başlangıç Build modunda sezgisel kodlama LearnLM'yi deneyin Sorun giderme Workspace kullanıcıları için erişim Google Cloud Platform VertexAI Gemini API OAuth kimlik doğrulaması Politikalar Hizmet şartları Kullanılabildiği bölgeler Ek kullanım politikaları Ana Sayfa Gemini API Dokümanlar Gemini API'yi kullanarak uygulamalarınıza entegre edin. Hizmet Şartlarımızı güncelledik. Gemini, Veo ve Nano Banana gibi araçlarla istemden üretime giden en hızlı yol. Python from google import genai client = genai . Client () response = client . models . generate_content ( model = "gemini-3-flash-preview" , contents = "Explain how AI works in a few words" , ) print ( response . text ) JavaScript import { GoogleGenAI } from "@google/genai" ; const ai = new GoogleGenAI ({}); async function main () { const response = await ai . models . generateContent ({ model : "gemini-2.5-flash" , contents : "Explain how AI works in a few words" , }); console . log ( response . text ); } await main (); Go package main import ( "context" "fmt" "log" "google.golang.org/genai" ) func main () { ctx := context . Background () client , err := genai . NewClient ( ctx , nil ) if err != nil { log . Fatal ( err ) } result , err := client . Models . GenerateContent ( ctx , "gemini-2.5-flash" , genai . Text ( "Explain how AI works in a few words" ), nil , ) if err != nil { log . Fatal ( err ) } fmt . Println ( result . Text ()) } Java package com.example ; import com.google.genai.Client ; import com.google.genai.types.GenerateContentResponse ; public class GenerateTextFromTextInput { public static void main ( String [] args ) { Client client = new Client (); GenerateContentResponse response = client . models . generateContent ( "gemini-2.5-flash" , "Explain how AI works in a few words" , null ); System . out . println ( response . text ()); } } C# using System.Threading.Tasks ; using Google.GenAI ; using Google.GenAI.Types ; public class GenerateContentSimpleText { public static async Task main () { var client = new Client (); var response = await client . Models . GenerateContentAsync ( model : "gemini-2.5-flash" , contents : "Explain how AI works in a few words" ); Console . WriteLine ( response . Candidates [ 0 ]. Content . Parts [ 0 ]. Text ); } } REST curl "https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash:generateContent" \ -H "x-goog-api-key: $GEMINI_API_KEY " \ -H 'Content-Type: application/json' \ -X POST \ -d '{ "contents": [ { "parts": [ { "text": "Explain how AI works in a few words" } ] } ] }' Oluşturmaya başlama API anahtarı almak ve ilk API çağrınızı dakikalar içinde yapmak için Hızlı Başlangıç kılavuzumuzu inceleyin. Modellerle tanışın auto_awesome Gemini 3 Pro En akıllı modelimiz, en son teknoloji ürünü akıl yürütme üzerine inşa edilmiş olup çok formatlı anlama konusunda dünyanın en iyisidir. spark Gemini 3 Flash Daha büyük modellerle yarışan, ancak maliyeti çok daha düşük olan Frontier sınıfı performans. 🍌 Nano Banana ve Nano Banana Pro Son teknoloji ürünü görüntü üretme ve düzenleme modelleri. spark Gemini 2.5 Pro Kodlama ve karmaşık akıl yürütme görevlerinde üstün performans gösteren güçlü akıl yürütme modelimiz. spark Gemini 2.5 Flash 1 milyon parçalık bağlam penceresi ve daha fazlasını içeren en dengeli modelimiz. spark Gemini 2.5 Flash-Lite Yüksek sıklıkta gerçekleştirilen görevlerde mükemmel performans sunan, en hızlı ve en uygun maliyetli çok formatlı modelimiz. video_library Veo 3.1 Doğal ses özelliğine sahip, son teknoloji ürünü video üretme modelimiz. spark Gemini 2.5 Pro TTS Doğal metin okuma (TTS) özelliklerine sahip Gemini 2.5 model varyantı. spark Gemini Robotics-ER 1.5 Gemini'ın aracı özelliklerini robotik alanına taşıyan ve fiziksel dünyada gelişmiş akıl yürütme imkanı sunan bir görüntü-dil modeli (VLM). Özellikleri keşfedin imagesmode Yerel görüntü üretme (Nano Banana) Gemini 2.5 Flash Image ile bağlamı yüksek görüntüler üretin ve düzenleyin. article Uzun Bağlam Gemini modellerine milyonlarca jeton girin ve yapılandırılmamış resimler, videolar ve dokümanlardan bilgi edinin. code Yapılandırılmış Çıkışlar Gemini'ın, otomatik işleme için uygun bir yapılandırılmış veri biçimi olan JSON ile yanıt vermesini sağlayın. functions İşlev Çağırma Gemini'ı harici API'lere ve araçlara bağlayarak etkili iş akışları oluşturun. videocam Veo 3.1 ile video üretimi Son teknolojiyle geliştirilen modelimizle metin veya resim istemlerinden yüksek kaliteli video içerikleri oluşturun. android_recorder Live API ile Sesli Aracılar Live API ile gerçek zamanlı ses uygulamaları ve aracıları oluşturun. build Araçlar Google Arama, URL Bağlamı, Google Haritalar, Kod Yürütme ve Bilgisayar Kullanımı gibi yerleşik araçlarla Gemini'ı dünyaya bağlayın. stacks Belge Anlama Tam çok formatlı anlayışla veya diğer metin tabanlı dosya türleriyle 1.000 sayfaya kadar PDF dosyası işleyin. cognition_2 Düşünüyorum Düşünme özelliklerinin, karmaşık görevler ve aracıların akıl yürütme becerilerini nasıl geliştirdiğini keşfedin. Kaynaklar Google AI Studio Yapay zeka geliştiriciler için platformumuzda istemleri test edin, API anahtarlarınızı yönetin, kullanımı izleyin ve prototipler oluşturun. Google AI Studio'yu açma group Geliştirici Topluluğu Diğer geliştiricilere ve Google mühendislerine sorular sorun ve çözümler bulun. Topluluğa katılın menu_book API Referansı Gemini API hakkında ayrıntılı bilgiyi resmi referans belgelerinde bulabilirsiniz. API referansını okuyun Aksi belirtilmediği sürece bu sayfanın içeriği Creative Commons Atıf 4.0 Lisansı altında ve kod örnekleri Apache 2.0 Lisansı altında lisanslanmıştır. Ayrıntılı bilgi için Google Developers Site Politikaları 'na göz atın. Java, Oracle ve/veya satış ortaklarının tescilli ticari markasıdır. Son güncelleme tarihi: 2025-12-28 UTC. [[["Anlaması kolay","easyToUnderstand","thumb-up"],["Sorunumu çözdü","solvedMyProblem","thumb-up"],["Diğer","otherUp","thumb-up"]],[["İhtiyacım olan bilgiler yok","missingTheInformationINeed","thumb-down"],["Çok karmaşık / çok fazla adım var","tooComplicatedTooManySteps","thumb-down"],["Güncel değil","outOfDate","thumb-down"],["Çeviri sorunu","translationIssue","thumb-down"],["Örnek veya kod sorunu","samplesCodeIssue","thumb-down"],["Diğer","otherDown","thumb-down"]],["Son güncelleme tarihi: 2025-12-28 UTC."],[],[]] Şartlar Gizlilik Manage cookies English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 | 2026-01-13T09:29:52 |
https://es.trustpilot.com/review/stylix.app | Opiniones sobre Stylix | Lee las opiniones sobre el servicio de stylix.app Empresas sugeridas Stiligt Stockholm stiligt-stockholm.com • 14 opiniones 1.9 Astroline astroline.today • 31 mil opiniones 4.5 Stylio - Personal AI Stylist quiz.stylio.fashion • 16 opiniones 3.5 Categorías Blog Iniciar sesión Para empresas Para empresas Iniciar sesión Categorías Blog Belleza y bienestar Salones y clínicas de belleza Estilista Stylix Resumen Conócenos Opiniones Visitar el sitio web Escribir una opinión Visitar el sitio web Perfil reclamado Stylix Opiniones 1120 • 3,4 Estilista Escribir una opinión Visitar el sitio web Escribir una opinión Trustpilot no permite a las empresas ofrecer incentivos ni pagar para ocultar opiniones. Resumen de las opiniones Basado en reseñas, creado con IA La mayoría de los autores de opiniones estaban algo contentos con su experiencia general. Los usuarios están satisfechos con la experiencia de uso general, ya que les resulta fácil de usar y eficiente. A la gente le gusta que la aplicación les ayude a identificar su estilo, los colores que mejor les sientan y a combinar la ropa. Sin embargo, existen opiniones encontradas sobre el producto y la aplicación en sí. Algunos consumidores creen que la aplicación podría ofrecer más consejos, especialmente para personas con curvas o que visten de manera más informal. Además, existen quejas sobre el precio y los pagos, y algunos usuarios informan de que se les cobró automáticamente una suscripción sin autorización, aunque este problema se resolvió con un reembolso. Ver más Basada en las siguientes opiniones RC Rebeca Claveria 15 nov 2025 No acaba de adaptarse a mi utilizo ropa más informal La empresa ha respondido chanil guzman 29 dic 2025 No he terminado el proceso La empresa ha respondido PATRICIA CASAS 21 oct 2025 Por ahora no vi mucho, cuando reciba el informe en 2h La empresa ha respondido María Jesús García Alonso Hace 5 días No todo te va a gustar La empresa ha respondido Moira Fernandez 5 ene 2026 La visualización de los colores en forma diferente, son más notorios, y te puedes concentrar más ellos, y elegir correctamente. La empresa ha respondido CC Carolina Castro Alban 2 ene 2026 Buena suena a que te pueden ayudar a elegir pero falta más para mujeres gorditas con curvas y altas La empresa ha respondido Daniela Danyau Hace 5 días En pocos minutos logré saber cual es mi estilo y que colores me favorecen. La empresa ha respondido Yaiza Plazas Actualizada el 30 oct 2025 Solicité los 3 dias por 1 euro y automaticamente se cobraron 29.99 sin autorizacion con la misma tarjeta, por lo visto había letra pequeña que no vi pero, tras la queja, me lo devolvieron. La empresa ha respondido Maria Paz Arellano Riquelme 1 ene 2026 Que ayuda a ver que colores puedes convinar según el estilo que mas le conviene a tu tipo de cuerpo La empresa ha respondido Maite Cardosso suzarte 2 ene 2026 Me encantaría que todas.las personas usen esa app por que nos esta salvando nuestro problema de la vestimenta. La empresa ha respondido Cristina Vazquez vazquez 3 ene 2026 Rápido y sencillo, obtienes tú colorimetría y ideas de outfit con prendas actuales. La empresa ha respondido MA Mar Hace 7 días De momento es poco necesito más consejos La empresa ha respondido LM Leonor Maldonado 3 ene 2026 Me sirve para ver cómo poder arreglar mi clóset y poder usar mis prendas La empresa ha respondido Ivon Rodríguez 3 ene 2026 Me ha mostrado mi paleta de colores y eso me ha gustado mucho La empresa ha respondido JU Juliana Hace 6 días Muy bueno me gustó y aparte lo ponen en español también. La empresa ha respondido Isabella Suárez Isa 3 ene 2026 Que la app es sencilla de manejar y es bastante eficiente 💗. La empresa ha respondido PH Paula Hötzel Guervitz Hace 5 días Poca ayuda la descripción de colorinetria La empresa ha respondido Karla Hidalgo De Muñoz Rojas 30 dic 2025 Es muy buena la aplicación, la recomiendo 100% La empresa ha respondido EM Eridani mota Salon 3 ene 2026 Gracias muy buena aplicacion La empresa ha respondido MM Monica M.g 5 nov 2025 Me encanta, ahora falta atreverse al cambio La empresa ha respondido Alexa Moreno 4 ene 2026 Good, al principio dudé pero esta bien La empresa ha respondido NU Nuria 21 dic 2025 Descubrí mi estación y subtono La empresa ha respondido ND Nairobi Del cristo 22 dic 2025 Ok est super interesante La empresa ha respondido Maria constanza Araya 4 ene 2026 Muy buena excelente la recomendaria La empresa ha respondido Carolina García C 1 ene 2026 Me gusto el armario La empresa ha respondido luz burgos 3 oct 2025 Excelente, descubrí mucho sobre mi estilo La empresa ha respondido judith chacon 4 ene 2026 Esta buena la apps La empresa ha respondido LO Lorena 4 ene 2026 Ok sin más yo que se La empresa ha respondido AM Am 1 ene 2026 Esperando el resultado La empresa ha respondido EV Evangelina Hace 4 días Excelente!!!! La empresa ha respondido Lisa Escobar 30 dic 2025 Fue miy facil La empresa ha respondido Ver las 1120 opiniones Comprobamos las opiniones Información sobre la empresa Estilista Compañía de software Escrito por la empresa Stylix is an AI-driven stylist & digital wardrobe app that helps users organize their clothing pieces, check clothes for a personal style match score, and create outfits that flatter their color type, body shape, and aesthetics. With Stylix’s shopping advice and outfit suggestions, users can shop smarter, save time dressing up, and feel more confident in outfits that highlight their best features. Ver más Información de contacto Estados Unidos stylix.app@support-team.app stylix.app 3,4 Medio 1 mil opiniones 5 estrellas 4 estrellas 3 estrellas 2 estrellas 1 estrella ¿Cómo se calcula el TrustScore? Ha contestado el 93% de las opiniones negativas Suele responder en menos de 1 semana Así usa esta empresa Trustpilot La gente también ha visto Stiligt Stockholm stiligt-stockholm.com 1.9 (14) Astroline astroline.today 4.5 (31 mil) Stylio - Personal AI Stylist quiz.stylio.fashion 3.5 (16) FxPremiere.com fxpremiere.com 3.9 (4 mil) FastSpring fastspring.com 2.8 (470) Botanique Paris botaniqueparis.com 4 (1 mil) Lusha lusha.com 1.3 (717) Halara thehalara.com 4.1 (359 mil) 3,4 Todas las opiniones 1120 en total ● Escribir una opinión 5 estrellas 35 % 4 estrellas 17 % 3 estrellas 17 % 2 estrellas 5 % 1 estrella 26 % Cómo clasifica Trustpilot las opiniones Más filtros Más recientes Usa métodos de invitación a opinar descontinuados Ver más Detectamos que esta empresa puede estar invitando a opinar con un método descontinuado por Trustpilot. Esto puede generar sesgos y comprometer la fiabilidad de las opiniones. Trustpilot ofrece a las empresas métodos gratuitos y admitidos para enviar invitaciones a opinar. Estos ayudan a garantizar que las opiniones sean genuinas y se soliciten de manera justa y coherente. Alejandra Casasola GT • 1 opinión Hace 3 horas Excesivamente cara No siento que la aplicación de indique algo que no sepas pues tu eliges los colores en lugar que con la foto te indique que colores te van... 12 de enero de 2026 Opinión espontánea AJ Adriela José Camacho Almario US • 1 opinión Hace 5 horas Yo no di para cobrar 2 cosas más Yo no di para cobrar 2 cosas más 12 de enero de 2026 Opinión espontánea EDITH Freites Roche VE • 1 opinión Hace 17 horas Ok bien me parece fantástico Ok bien me parece fantástico 12 de enero de 2026 Opinión espontánea Analy Gutierrez VE • 1 opinión Hace 18 horas Excelente recomensacion Todo. Buenisimo 12 de enero de 2026 Opinión espontánea Beatriz González Zabaleta ES • 1 opinión Hace 2 días Me ha ayudado 1 de enero de 2026 Opinión espontánea IL Ily DO • 1 opinión Hace 2 días Intuitivo Hasta el momento una grata experiencia y me gusta que hayan analizado cada aspecto de mi perfil 10 de enero de 2026 Opinión espontánea Leandra Giraldo Idarraga CO • 1 opinión Hace 2 días Súper Súper, aprendí! 10 de enero de 2026 Opinión espontánea EV Evangelina AR • 1 opinión Hace 4 días Excelente!!!! 9 de enero de 2026 Opinión espontánea Respuesta de Stylix Hace 2 días Greetings,
Your review made our day!
We’re so glad our AI fashion stylist app has become an essential part of your wardrobe routine.
Our goal is to make fashion more intuitive and enjoyable, and we’re grateful to be a part of your style journey!
Keep expressing your unique fashion sense!
Best regards,
Your AI Stylist App 👠💄 María Jesús García Alonso ES • 1 opinión Hace 5 días No todo te va a gustar 8 de enero de 2026 Opinión espontánea Respuesta de Stylix Hace 2 días Hello, Thank you for sharing your honest perspective with us! You’re absolutely right — you won’t love every single suggestion, and that’s a normal part of working with AI Stylix. Your personal AI stylist learns from what you like and what you dislike. Each time you interact, rate items, or adjust your preferences, Stylix becomes more aligned with your true style and starts delivering recommendations that feel more “you.” If you’d like help fine tuning your profile so the results feel even more personalized, we’re always here to guide you. Best regards, Stylix Team 👠💄 Daniela Danyau CL • 1 opinión Hace 5 días En pocos minutos logré saber cual es mi… En pocos minutos logré saber cual es mi estilo y que colores me favorecen. 7 de enero de 2026 Opinión espontánea Respuesta de Stylix Hace 4 días Greetings,
Thank you for your amazing feedback!
We’re delighted that our AI fashion stylist is helping you refine your wardrobe effortlessly.
Our goal is to provide a seamless experience so you can confidently express your style with ease.
Stay stylish and keep enjoying your fashion journey!
Best regards,
Your AI Stylist 👠💄 JU Juliana MX • 3 opiniones Hace 6 días Muy bueno me gustó y aparte lo ponen en… Muy bueno me gustó y aparte lo ponen en español también. 6 de enero de 2026 Opinión espontánea Respuesta de Stylix Hace 2 días Greetings, Thank you for being a part of our fashion-forward community! Our AI personal stylist app is here to make outfit planning effortless, and we love that it’s helping you feel more confident in your style. Stay tuned for even more exciting features coming your way! Wishing you many stylish moments ahead! Best regards,
Your AI Clothing Stylist 👠💄 MA Mar ES • 1 opinión Hace 7 días De momento es poco necesito más consejos De momento es poco necesito más consejos 6 de enero de 2026 Opinión espontánea Respuesta de Stylix Hace 4 días Greetings, We’re so happy to hear that Stylix has enhanced your fashion journey! Finding the right look should never be a challenge, and with our fashion stylist app, we aim to make styling both fun and effortless. Your creativity and unique style deserve the best! Enjoy your styling experience! Best regards,
Your AI Stylist App 👠💄 Moira Fernandez CL • 1 opinión 5 ene 2026 La forma diferente de ver los colores La visualización de los colores en forma diferente, son más notorios, y te puedes concentrar más ellos, y elegir correctamente. 5 de enero de 2026 Opinión espontánea Respuesta de Stylix Hace 4 días Greetings,
Thank you for sharing your experience!
We’re thrilled to hear that our AI fashion designer helps you create stylish looks effortlessly.
Fashion should be exciting and stress-free, and we’re happy to be your go-to personal AI stylist app for everyday inspiration.
Stay fashionable and confident!
Best regards,
Your AI Clothing Stylist 👠💄 judith chacon CL • 1 opinión 4 ene 2026 Esta buena la apps 4 de enero de 2026 Opinión espontánea Respuesta de Stylix 6 ene 2026 Greetings, Your feedback is truly inspiring! With our AI personal stylist app, we aim to make fashion an exciting and hassle-free experience. It’s amazing to know that Stylix has helped you feel more confident and stylish in your everyday life! Keep expressing your style fearlessly! Best regards,
Your AI Stylist 👠💄 LO Lorena ES • 3 opiniones 4 ene 2026 OK sin mas Ok sin más yo que se 4 de enero de 2026 Opinión espontánea Respuesta de Stylix Hace 4 días Greetings,
We love hearing that Stylix has transformed the way you style yourself!
Our AI stylist app is designed to help you make the best outfit choices with ease, and we’re so happy you’re enjoying the experience.
Your confidence in your fashion journey is what matters most to us!
Enjoy your styling! Best regards,
Your AI Fashion Stylist 👠💄 Maria constanza Araya CL • 1 opinión 4 ene 2026 Muy buena excelente la recomendaria 4 de enero de 2026 Opinión espontánea Respuesta de Stylix 6 ene 2026 Greetings, Thank you for your fantastic review! We designed our AI personal stylist app to give you expert fashion advice in seconds, and we’re thrilled that you’re loving the experience. Your style evolution is what keeps us inspired to improve and innovate! Stay stylish and confident! Best regards,
Your AI Fashion Stylist 👠💄 Alexa Moreno CL • 1 opinión 4 ene 2026 Good Good, al principio dudé pero esta bien 3 de enero de 2026 Opinión espontánea Respuesta de Stylix 6 ene 2026 Greetings,
Your kind words mean so much to us!
Hearing that Stylix has made styling fun and effortless is exactly why we created this AI personal stylist app.
We’re excited to continue improving and bringing you even more ways to perfect your look!
Wishing you endless fashion inspiration!
Best regards,
Stylix AI Stylist Support Team 👠💄 LM Leonor Maldonado CL • 2 opiniones 3 ene 2026 Me sirve Me sirve para ver cómo poder arreglar mi clóset y poder usar mis prendas 3 de enero de 2026 Opinión espontánea Respuesta de Stylix 6 ene 2026 Greetings,
Your kind words mean so much to us!
Hearing that Stylix has made styling fun and effortless is exactly why we created this AI personal stylist app.
We’re excited to continue improving and bringing you even more ways to perfect your look!
Wishing you endless fashion inspiration!
Best regards,
Stylix AI Stylist Support Team 👠💄 EM Eridani mota Salon DO • 1 opinión 3 ene 2026 Excelente Gracias muy buena aplicacion 3 de enero de 2026 Opinión espontánea Respuesta de Stylix 6 ene 2026 Greetings, Thank you for your fantastic review! We designed our AI personal stylist app to give you expert fashion advice in seconds, and we’re thrilled that you’re loving the experience. Your style evolution is what keeps us inspired to improve and innovate! Stay stylish and confident! Best regards,
Your AI Fashion Stylist 👠💄 Cristina Vazquez vazquez ES • 1 opinión 3 ene 2026 Rápido y sencillo Rápido y sencillo, obtienes tú colorimetría y ideas de outfit con prendas actuales. 3 de enero de 2026 Opinión espontánea Respuesta de Stylix 6 ene 2026 Greetings, Thank you for your fantastic review! We designed our AI personal stylist app to give you expert fashion advice in seconds, and we’re thrilled that you’re loving the experience. Your style evolution is what keeps us inspired to improve and innovate! Stay stylish and confident! Best regards,
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https://aws.amazon.com/blogs/storage/category/database/amazon-dynamodb/ | Amazon DynamoDB | AWS Storage Blog Skip to Main Content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account AWS Blogs Home Blogs Editions AWS Storage Blog Category: Amazon DynamoDB Optimizing recommendations and analytics using Amazon DynamoDB and Amazon S3 by Sidhanth Muralidhar , Ranjan Dhar , Nishant Jain , and Meenal Sharma on 21 OCT 2025 in Advanced (300) , Amazon Athena , Amazon Bedrock , Amazon DynamoDB , Amazon EMR , Amazon Redshift , Amazon SageMaker Unified Studio , Amazon Simple Storage Service (S3) , AWS Glue , Technical How-to Permalink Comments Share Today, consumers navigate thousands of products on e-commerce sites, hundreds of shows on streaming platforms, and countless options in digital marketplaces. This choice overload creates decision fatigue, yet consumers continue to demand more variety and make more purchases online. As a result, personalization has become essential—consumers reward brands that deliver relevant, tailored online experiences. However, […] University of California Irvine backs up petabytes of research data to AWS by Philip Papadopoulos , Abhijeet Lokhande , Evan Wood , Francisco Ramon Lopez , and Nicholas Santucci on 29 MAY 2025 in Amazon Athena , Amazon CloudWatch , Amazon DynamoDB , Amazon EventBridge , Amazon S3 Glacier Deep Archive , Amazon Simple Notification Service (SNS) , Amazon Simple Storage Service (S3) , AWS Lambda , AWS Step Functions , Customer Solutions , Higher education , Intermediate (200) , Public Sector Permalink Comments Share Editor’s note: AWS is not responsible for UCI’s public GitHub repo linked in this post, which has been provided so that interested parties can explore the solution described in this post in more detail. The University of California, Irvine (UCI) is a public land-grant research university with troves of research data stored on servers in […] Using Amazon S3 Express One Zone as a caching layer for S3 Standard by Pablo Scheri , Rajiv Gupta , and Mark Twomey on 16 MAY 2025 in Advanced (300) , Amazon DynamoDB , Amazon Simple Storage Service (S3) , AWS Lambda , AWS Step Functions , Storage , Technical How-to Permalink Comments Share Data caching is a critical strategy for optimizing application performance in today’s data-intensive environments. By storing frequently accessed information in high-speed storage locations, organizations can dramatically reduce access times, optimize the use of compute resources, and improve overall system responsiveness. Effective caching strategies become particularly essential for workloads that require consistent low latency, such as […] How FICO modernizes file transfers with ETL automation using AWS Transfer Family by Ryan Anderson , Alok Rathi , Vivek Bhargava , Josh Baverstock , and Vinamra Jain on 24 APR 2025 in Advanced (300) , Amazon API Gateway , Amazon CloudWatch , Amazon DynamoDB , Amazon Elastic Block Store (Amazon EBS) , Amazon Simple Queue Service (SQS) , Amazon Simple Storage Service (S3) , AWS Fargate , AWS Lambda , AWS Secrets Manager , AWS Step Functions , AWS Transfer Family , Customer Solutions , Storage Permalink Comments Share FICO powers decisions that help people and businesses around the world prosper. Using FICO solutions, businesses in more than 80 countries do everything from protecting four billion payment cards from fraud, to improving financial inclusion, and increasing supply chain resiliency. As a global leader in credit scoring and analytics, FICO processes massive volumes of sensitive […] How Bridgewater maintains data consistency across Regions using Amazon S3 Replication by Sayan Chakraborty , Aleksei Poliakov , Eddie Sohn , and Peter Sideris on 25 MAR 2025 in Advanced (300) , Amazon CloudWatch , Amazon DynamoDB , Amazon Simple Storage Service (S3) , AWS Lambda , Customer Solutions , Storage Permalink Comments Share Bridgewater Associates is a global macro investment manager, with a core mission of understanding how the world’s markets and economies work by analyzing the drivers of markets and turning that understanding into high-quality portfolios and investment advice for their clients. The data that drives this economic research is stored in Bridgewater’s data lake, built on […] Integrating custom metadata with Amazon S3 Metadata by Bimal Gajjar and Carl Summers on 31 JAN 2025 in Advanced (300) , Amazon DynamoDB , Amazon EventBridge , Amazon Managed Service for Apache Flink , Amazon Rekognition , Amazon Simple Storage Service (S3) , AWS Lambda , Storage , Technical How-to Permalink Comments Share Organizations of all sizes face a common challenge: efficiently managing, organizing, and retrieving vast amounts of digital content. From images and videos to documents and application data, businesses are inundated with information that needs to be stored securely, accessed quickly, and analyzed effectively. The ability to extract, manage, and use metadata from this content is […] Access a point in time with Amazon S3 Object Lambda by Paul Gargan , Ed Gummett , and Ran Pergamin on 21 OCT 2024 in Advanced (300) , Amazon Athena , Amazon DynamoDB , Amazon Simple Storage Service (S3) , AWS CloudFormation , AWS Lambda , Storage , Technical How-to Permalink Comments Share UPDATE: Amazon S3 Object Lambda will no longer be available to new customers starting on November 7, 2025. For capabilities similar to S3 Object Lambda, read the user guide. Point-in-time ‘snapshots’ enable administrators, developers, testers, and end users to quickly access a storage volume or share how it was at an earlier point-in-time. They are […] Secure data in a multi-tenant environment by automatically enforcing prefix-level encryption keys in Amazon S3 by Madhav Vishnubhatta on 21 AUG 2024 in Advanced (300) , Amazon CloudWatch , Amazon DynamoDB , Amazon Simple Notification Service (SNS) , Amazon Simple Queue Service (SQS) , Amazon Simple Storage Service (S3) , Storage , Technical How-to Permalink Comments Share Many organizations need to store and process data that belong to multiple entities, commonly referred to as multi-tenancy. In these situations, it is important to secure every tenant’s data and ensure that a consumer can only access the data that they require for their responsibilities and nothing more. In particular, if a user or application […] Simplify Active Directory authentication with a custom identity provider for AWS Transfer Family by Scott Ma and Matt Boyd on 12 AUG 2024 in Advanced (300) , Amazon CloudWatch , Amazon DynamoDB , Amazon Simple Storage Service (S3) , AWS Identity and Access Management (IAM) , AWS Lambda , AWS Transfer Family , Migration & Transfer Services , Storage , Technical How-to Permalink Comments Share The secure exchange of files business-to-business is a common and important business practice in highly regulated industries. As organizations grow, maintaining separate user credentials for various platforms, such as file transfer services, can become increasingly complex and time-consuming. As customers build out Managed File Transfer (MFT) environments, often they end up having to create separate, […] How London Stock Exchange Group migrated 30 PB of market data using AWS DataSync by Aleksei Gorbunov , Darryl Diosomito , and Krishna Gogineni on 26 JUN 2024 in Amazon CloudWatch , Amazon DynamoDB , Amazon S3 Glacier , Amazon S3 Glacier Deep Archive , Amazon Simple Storage Service (S3) , AWS DataSync , AWS Identity and Access Management (IAM) , AWS Lambda , AWS Partner Network , AWS Secrets Manager , AWS Step Functions , AWS Systems Manager , Customer Solutions , Intermediate (200) , Migration & Transfer Services , Multicloud , Storage Permalink Comments Share Update (5/29/2025): On May 29, 2025, AWS DataSync launched Enhanced mode support for cross-cloud transfers. Enhanced mode simplifies data transfers between AWS and other clouds by removing the need for a DataSync agent. It also provides higher performance and scalability when compared to Basic mode. 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https://cursor.com/blog/problems-2024#promising-directions-2 | Skip to content Cursor Features Enterprise Pricing Resources ↓ Changelog Blog Docs ↗ Community Learn ↗ Workshops Forum ↗ Careers Features Enterprise Pricing Resources → Sign in Download Blog / research More problems May 25, 2024 by Aman Sanger in research Several exciting problem areas for the next phase of AI-programming. Table of Contents ↑ Next action prediction Promising directions Perfect edits Hallucinated pseudocode Multi-file edits Promising directions Optimal context Multi-hop context Promising directions Bug detection and debugging Detecting bugs in AI review AI linting Smarter debugging Promising directions As a follow-up to our original problems post , here are some more of the problems we believe matter most for the next phase of AI-programming. # Next action prediction Cursor comes with Copilot++ , a more intelligent version of copilot that predicts your next edit. Can we take this idea to its natural limit? When coding, you don’t just make low-entropy edits . Across the entire editor, you take low-entropy keystrokes, clicks, actions . Can we build a model to predict each with low-latency? To start, we’ve extended Copilot++ to predict your next location. Combine this with next edit prediction, and the model can play through a sequence of low-entropy changes: We press tab 11 times and all other keys 3 times. We call this Cursor Flow (for obvious reasons). We’re working on predicting the next file you will move to. The next terminal command you will run. The next edit, conditioned on your previous terminal commands! A next action prediction model . Furthermore, the model should surface information the moment you need it. Whether it be the right piece of code or documentation. Cursor should feel like an extension of your will. The moment you think of a change, the language model requires minimal intent to execute it instantly. # Promising directions Fundamental research on action prediction across a codebase. Continued pre-training and post-training on ~5–13B active parameter code-models (for prefill-bound low-latency predictions). Additional inference tricks similar to Speculative Edits Clever UX for surfacing “actions” in a non-obtrusive way. (How do you propose the next file a user should move to? Or the next location outside the current viewport?) # Perfect edits Can we scale up inference time compute to produce higher-quality, larger edits? How do we compensate for the increased latency? It may be necessary to perform the edit in the background . Spawning off a unit of work that you can trust to intelligent models. We’ll need models with strong editor-specific tool-use abilities, smarter codebase-wide context, and improved long-term reasoning. And how can we make async code-generation flow-preserving . This sounds like an oxymoron, but we believe clever research in model capabilities and UX may make this possible. # Hallucinated pseudocode We implement functions/code that don’t exist, then the model creates them for us in the background. Users will write pseudocode that describes the desired change. Then we can trust Cursor to compile the pseudocode into the full change in the background. # Multi-file edits Cmd-k is already fantastic, but what if you could ask for a generic edit across your entire codebase? In particular, one that accurately spans multiple files? # Promising directions Scaling inference-time compute. We know reward models and rejection sampling will show quick and easy improvements, but how much farther can we go? Better reasoning models (gpt-5, claude-4, gemini 2.0) Running multiple language-server/file-system copies for a given user workspace. This will require model tool use and remotely reproducing runtime environments. Training/improving model performance on agent trajectories Significant UX experimentation for in-flow async edits # Optimal context There can be millions of tokens of documentation, tens of millions of tokens of source code, another tens of millions of tokens of commit history, all potentially useful tokens to resolve a single query. Not to mention, the pixels in your UI, logs in production and localhost, messages in Slack, etc... We believe the best coding systems will use a mix of retrieval, recurrence, and long-context attention to ingest all this information. We emphasize systems as in the short-term, this may be an ensemble of models and infra that comprise an infinite context engine for coding. In the long-term, we expect it to be baked into the architecture. We’re especially excited when thinking creatively about the future of retrieval. Moving past embeddings, what is the best performance possible given the primitive of an expensive indexing step and a cheap querying step (sublinear in the size of the corpus)? Maybe it looks like some variant of transformer memory as a differentiable search index . Perhaps something else entirely. It’s an underexplored research direction. # Multi-hop context Inside my codebase, I want to compute a diff between two strings. With embeddings, I get the chunk: function computeDiff ( firstModel : ITextModel , secondModel : ITextModel , ) : string { //... } To satiate the original query, I must determine how to create an ITextModel from a string. This is a query that requires two-hops to resolve. The hardest questions and queries in a codebase require several hops. Vanilla retrieval only works for one hop. # Promising directions Specialized/improved embeddings and rerankers for codebases. Training multi-hop embedders. Given a query and the relevant code we’ve found so far, determine the next piece of code to hop to. Clever prefix-caching and perhaps custom attention masks better suited for codebases. Novel research on codebase-level retrieval. Teaching a model to learn a codebase in the weights, similar to transformers as a search index. # Bug detection and debugging Existing bug-detection systems struggle with calibration and sufficient codebase understanding. Models are smart enough to correctly identify bugs, but are plagued by false-positives. Identifying the trickiest bugs require a deeper understanding of the codebase. And buggy-looking code may be benign after seeing the larger picture. One way this could surface is a much better experience for code review using language models: # Detecting bugs in AI review The benefit of “AI review” is that the user is more tolerant of false-positives, since they are requesting a review. The downside is it requires changing user behavior. # AI linting The best version of bug detection is an always-on linter that catches your bugs in the background. It needs to be a cheaper, faster model than AI-review, since we’d run it several times a minute. It must also be tuned to a lower false-positive rate. # Smarter debugging Perhaps more impressive than bug detection is debugging difficult issues. We’ll need to go beyond LLM-based static analysis. For example, we’ve built a cursor/debug package. When injected into your code, it tracks runtime information. In the background, we can even use it to track additional variable states (akin to print-debugging with relevant outputs piped into Cursor’s context). # Promising directions Clever dataset curation (likely synthetic data) and RL on frontier code models to improve calibration. Track relevant information from other surfaces (the browser or non-integrated terminal). Improve frontier model performance on debugger-specific tool-use and chains. Infinite context and near-perfect codebase understanding. Expand the scope of our cursor/debug library to track all useful program-state information. If any of these problems interest you, please reach out at hiring@cursor.com Filed under: research Author : Aman Sanger ← Previous post Editing Files at 1000 Tokens per Second Next post → Series A and Magic Product Features Enterprise Web Agents Bugbot CLI Pricing Resources Download Changelog Docs ↗ Learn ↗ Forum ↗ Status ↗ Company Careers Blog Community Workshops Students Brand Legal Terms of Service Privacy Policy Data Use Security Connect X ↗ LinkedIn ↗ YouTube ↗ © 2026 Cursor 🛡 SOC 2 Certified 🌐 English ↓ English ✓ 简体中文 日本語 繁體中文 Skip to content Cursor Features Enterprise Pricing Resources ↓ Changelog Blog Docs ↗ Community Learn ↗ Workshops Forum ↗ Careers Features Enterprise Pricing Resources → Sign in Download Blog / research More problems May 25, 2024 by Aman Sanger in research Several exciting problem areas for the next phase of AI-programming. Table of Contents ↑ Next action prediction Promising directions Perfect edits Hallucinated pseudocode Multi-file edits Promising directions Optimal context Multi-hop context Promising directions Bug detection and debugging Detecting bugs in AI review AI linting Smarter debugging Promising directions As a follow-up to our original problems post , here are some more of the problems we believe matter most for the next phase of AI-programming. # Next action prediction Cursor comes with Copilot++ , a more intelligent version of copilot that predicts your next edit. Can we take this idea to its natural limit? When coding, you don’t just make low-entropy edits . Across the entire editor, you take low-entropy keystrokes, clicks, actions . Can we build a model to predict each with low-latency? To start, we’ve extended Copilot++ to predict your next location. Combine this with next edit prediction, and the model can play through a sequence of low-entropy changes: We press tab 11 times and all other keys 3 times. We call this Cursor Flow (for obvious reasons). We’re working on predicting the next file you will move to. The next terminal command you will run. The next edit, conditioned on your previous terminal commands! A next action prediction model . Furthermore, the model should surface information the moment you need it. Whether it be the right piece of code or documentation. Cursor should feel like an extension of your will. The moment you think of a change, the language model requires minimal intent to execute it instantly. # Promising directions Fundamental research on action prediction across a codebase. Continued pre-training and post-training on ~5–13B active parameter code-models (for prefill-bound low-latency predictions). Additional inference tricks similar to Speculative Edits Clever UX for surfacing “actions” in a non-obtrusive way. (How do you propose the next file a user should move to? Or the next location outside the current viewport?) # Perfect edits Can we scale up inference time compute to produce higher-quality, larger edits? How do we compensate for the increased latency? It may be necessary to perform the edit in the background . Spawning off a unit of work that you can trust to intelligent models. We’ll need models with strong editor-specific tool-use abilities, smarter codebase-wide context, and improved long-term reasoning. And how can we make async code-generation flow-preserving . This sounds like an oxymoron, but we believe clever research in model capabilities and UX may make this possible. # Hallucinated pseudocode We implement functions/code that don’t exist, then the model creates them for us in the background. Users will write pseudocode that describes the desired change. Then we can trust Cursor to compile the pseudocode into the full change in the background. # Multi-file edits Cmd-k is already fantastic, but what if you could ask for a generic edit across your entire codebase? In particular, one that accurately spans multiple files? # Promising directions Scaling inference-time compute. We know reward models and rejection sampling will show quick and easy improvements, but how much farther can we go? Better reasoning models (gpt-5, claude-4, gemini 2.0) Running multiple language-server/file-system copies for a given user workspace. This will require model tool use and remotely reproducing runtime environments. Training/improving model performance on agent trajectories Significant UX experimentation for in-flow async edits # Optimal context There can be millions of tokens of documentation, tens of millions of tokens of source code, another tens of millions of tokens of commit history, all potentially useful tokens to resolve a single query. Not to mention, the pixels in your UI, logs in production and localhost, messages in Slack, etc... We believe the best coding systems will use a mix of retrieval, recurrence, and long-context attention to ingest all this information. We emphasize systems as in the short-term, this may be an ensemble of models and infra that comprise an infinite context engine for coding. In the long-term, we expect it to be baked into the architecture. We’re especially excited when thinking creatively about the future of retrieval. Moving past embeddings, what is the best performance possible given the primitive of an expensive indexing step and a cheap querying step (sublinear in the size of the corpus)? Maybe it looks like some variant of transformer memory as a differentiable search index . Perhaps something else entirely. It’s an underexplored research direction. # Multi-hop context Inside my codebase, I want to compute a diff between two strings. With embeddings, I get the chunk: function computeDiff ( firstModel : ITextModel , secondModel : ITextModel , ) : string { //... } To satiate the original query, I must determine how to create an ITextModel from a string. This is a query that requires two-hops to resolve. The hardest questions and queries in a codebase require several hops. Vanilla retrieval only works for one hop. # Promising directions Specialized/improved embeddings and rerankers for codebases. Training multi-hop embedders. Given a query and the relevant code we’ve found so far, determine the next piece of code to hop to. Clever prefix-caching and perhaps custom attention masks better suited for codebases. Novel research on codebase-level retrieval. Teaching a model to learn a codebase in the weights, similar to transformers as a search index. # Bug detection and debugging Existing bug-detection systems struggle with calibration and sufficient codebase understanding. Models are smart enough to correctly identify bugs, but are plagued by false-positives. Identifying the trickiest bugs require a deeper understanding of the codebase. And buggy-looking code may be benign after seeing the larger picture. One way this could surface is a much better experience for code review using language models: # Detecting bugs in AI review The benefit of “AI review” is that the user is more tolerant of false-positives, since they are requesting a review. The downside is it requires changing user behavior. # AI linting The best version of bug detection is an always-on linter that catches your bugs in the background. It needs to be a cheaper, faster model than AI-review, since we’d run it several times a minute. It must also be tuned to a lower false-positive rate. # Smarter debugging Perhaps more impressive than bug detection is debugging difficult issues. We’ll need to go beyond LLM-based static analysis. For example, we’ve built a cursor/debug package. When injected into your code, it tracks runtime information. In the background, we can even use it to track additional variable states (akin to print-debugging with relevant outputs piped into Cursor’s context). # Promising directions Clever dataset curation (likely synthetic data) and RL on frontier code models to improve calibration. Track relevant information from other surfaces (the browser or non-integrated terminal). Improve frontier model performance on debugger-specific tool-use and chains. Infinite context and near-perfect codebase understanding. Expand the scope of our cursor/debug library to track all useful program-state information. If any of these problems interest you, please reach out at hiring@cursor.com Filed under: research Author : Aman Sanger ← Previous post Editing Files at 1000 Tokens per Second Next post → Series A and Magic Product Features Enterprise Web Agents Bugbot CLI Pricing Resources Download Changelog Docs ↗ Learn ↗ Forum ↗ Status ↗ Company Careers Blog Community Workshops Students Brand Legal Terms of Service Privacy Policy Data Use Security Connect X ↗ LinkedIn ↗ YouTube ↗ © 2026 Cursor 🛡 SOC 2 Certified 🌐 English ↓ English ✓ 简体中文 日本語 繁體中文 More problems · Cursor | 2026-01-13T09:29:52 |
https://www.cisco.com/c/sk_sk/training-events.html | Školenia a podujatia - Cisco Skip to Main Content Skip to search Skip to Footer Cisco.com Slovakia PONUKA ZATVORIŤ Produkty Podpora Partneri Viac Hľadaj Prihlásenie Odhlásiť sa Vyberte možnosť jazyka sk sk Viac Prihlásenie Odhlásiť sa Prihlásenie Máte už účet? Prispôsobený obsah Vaše produkty a podpora Prihlásenie Zabudli ste svoje ID používateľa alebo heslo? Spravovať účet Potrebujete účet? Vytvoriť účet Pomocník Vyberte možnosť jazyka sk sk Vyberte možnosť jazyka Produkty Podpora Školenia a udalosti Nákup Partneri CISCO EVENTY Srdečne Vás pozývame na naše semináre, webináre, akcie, školenia, udalosti, roadshow a ďalšie. Sledujte nás Novinky a podujatia Aktuálne správy Podujatia Blogy Komunita O Nás O Nás Príbehy zákazníkov Informácie o spoločnosti Cisco Príbehy zákazníkov Vzťahy s investormi Sociálna zodpovednosť Udržateľnosť životného prostredia Centrum dôvery Kontakt Kontakt Kontaktovať Cisco Spoznajte našich partnerov Vyhľadanie predajcu Spolupráca Kariéra My sme Cisco Ponuka pre našich zamestnancov Partner spoločnosti Cisco Weby Spoločnosti Cisco Meraki Webex Tímy Webex Cisco Umbrella Kontakty Spätná väzba Pomocník Mapa lokality Podmienky a požiadavky Ochrana osobných údajov Prehlásenie o ochrane osobných údajov Cookies Politika ohľadom súborov cookies Ochranné známky | 2026-01-13T09:29:52 |
https://www.globalcbpr.org/accountability-agent/infocomm-media-development-authority/ | Infocomm Media Development Authority (IMDA) - Global CBPR Forum Skip to content Home About Members & Associates Organization Leadership Privacy Certifications Certified Organizations Accountability Agents FAQs Privacy Enforcement News Events Documents Home About Members & Associates Organization Leadership Privacy Certifications Certified Organizations Accountability Agents FAQs Privacy Enforcement News Events Documents Forum Login Infocomm Media Development Authority (IMDA) Singapore Recognized System(s): Global CBPR, Global PRP Certification Valid From: April 2024 Certification Valid Until: February 2027 Recognized to certify organizations under the jurisdiction of the Personal Data Protection Commission (PDPC), PDPC is the Privacy Enforcement Authority for the Republic of Singapore. Contact Information Data_Protection_Certifications@imda.gov.sg Address 10 Pasir Panjang Road #03-01, Mapletree Business City, Singapore 117438 Visit Website Documents GCBPRF Cover Letter + IMDA JOP Recommendation Report, 2025 19 February 2025 IMDA APEC CBPR PRP Renewal Application, 2024 12 September 2024 Back to Directory Home Membership About Documents News Home Membership About Documents News © 2024 Global Cross-Border Privacy Rules Forum | 2026-01-13T09:29:52 |
https://ai.google.dev/api/caching?hl=tr#Blob | Caching | Gemini API | Google AI for Developers Ana içeriğe atla / English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 API anahtarı alma Tarif Defteri Topluluk Oturum aç Dokümanlar API referansı Gemini API Dokümanlar API referansı API anahtarı alma Tarif Defteri Topluluk Genel bakış API sürümleri İşlemler Modeller İçerik oluşturuluyor Canlı API Live Music API Interactions API Simgeler Dosyalar Toplu API Önbelleğe alma Yerleştirmeler Dosya arama Dosya arama mağazaları Doküman Tüm yöntemler Kullanımdan kaldırıldı PaLM (artık kaldırıldı) SDK referansları Python Go TypeScript Java C# Ana Sayfa Gemini API API referansı Geri bildirim gönderin Caching Bağlamı önbelleğe alma özelliği, önceden hesaplanmış ve tekrar tekrar kullanmak istediğiniz giriş parçalarını (ör. aynı medya dosyasıyla ilgili farklı sorular sorarken) kaydetmenize ve yeniden kullanmanıza olanak tanır. Bu, kullanıma bağlı olarak maliyet ve hız açısından tasarruf sağlayabilir. Ayrıntılı bir giriş için Bağlam önbelleğe alma kılavuzuna bakın. Yöntem: cachedContents.create Uç nokta İstek metni Yanıt metni Örnek istek Temel Gönderen adı Sohbetten CachedContent kaynağını oluşturur. Uç nokta post https: / /generativelanguage.googleapis.com /v1beta /cachedContents İstek metni İstek metni, CachedContent öğesinin bir örneğini içerir. Alanlar contents[] object ( Content ) İsteğe bağlıdır. Yalnızca giriş. Değişmez. Önbelleğe alınacak içerik. tools[] object ( Tool ) İsteğe bağlıdır. Yalnızca giriş. Değişmez. Modelin bir sonraki yanıtı oluşturmak için kullanabileceği Tools listesi expiration Union type Bu kaynağın süresinin ne zaman dolacağını belirtir. expiration aşağıdakilerden yalnızca biri olabilir: expireTime string ( Timestamp format) Bu kaynağın geçerliliğinin sona erdiği zamanı gösteren UTC zaman damgası. Girişte ne gönderildiğinden bağımsız olarak bu değer, çıkışta her zaman sağlanır. Zaman damgasında RFC 3339 kullanılır. Yani oluşturulan çıkış her zaman Z ile normalleştirilir ve 0, 3, 6 veya 9 kesirli basamak kullanılır. "Z" dışındaki zaman farkları da kabul edilir. Örnekler: "2014-10-02T15:01:23Z" , "2014-10-02T15:01:23.045123456Z" veya "2014-10-02T15:01:23+05:30" . ttl string ( Duration format) Yalnızca giriş. Bu kaynak için yeni TTL (yalnızca giriş). En fazla dokuz kesirli basamak içeren ve " s " ile biten, saniye cinsinden süre. Örnek: "3.5s" . displayName string İsteğe bağlıdır. Değişmez. Önbelleğe alınmış içeriğin kullanıcı tarafından oluşturulan anlamlı görünen adı. Maksimum 128 Unicode karakter. model string Zorunlu. Değişmez. Önbelleğe alınmış içerik için kullanılacak Model adı. Biçim: models/{model} systemInstruction object ( Content ) İsteğe bağlıdır. Yalnızca giriş. Değişmez. Geliştirici tarafından ayarlanan sistem talimatı. Şu anda yalnızca metin desteklenmektedir. toolConfig object ( ToolConfig ) İsteğe bağlıdır. Yalnızca giriş. Değişmez. Araç yapılandırması Bu yapılandırma tüm araçlar için paylaşılır. Örnek istek Temel Python from google import genai from google.genai import types client = genai . Client () document = client . files . upload ( file = media / "a11.txt" ) model_name = "gemini-1.5-flash-001" cache = client . caches . create ( model = model_name , config = types . CreateCachedContentConfig ( contents = [ document ], system_instruction = "You are an expert analyzing transcripts." , ), ) print ( cache ) response = client . models . generate_content ( model = model_name , contents = "Please summarize this transcript" , config = types . GenerateContentConfig ( cached_content = cache . name ), ) print ( response . text ) cache . py Node.js // Make sure to include the following import: // import {GoogleGenAI} from '@google/genai'; const ai = new GoogleGenAI ({ apiKey : process . env . GEMINI_API_KEY }); const filePath = path . join ( media , "a11.txt" ); const document = await ai . files . upload ({ file : filePath , config : { mimeType : "text/plain" }, }); console . log ( "Uploaded file name:" , document . name ); const modelName = "gemini-1.5-flash-001" ; const contents = [ createUserContent ( createPartFromUri ( document . uri , document . mimeType )), ]; const cache = await ai . caches . create ({ model : modelName , config : { contents : contents , systemInstruction : "You are an expert analyzing transcripts." , }, }); console . log ( "Cache created:" , cache ); const response = await ai . models . generateContent ({ model : modelName , contents : "Please summarize this transcript" , config : { cachedContent : cache . name }, }); console . log ( "Response text:" , response . text ); cache . js Go ctx := context . Background () client , err := genai . NewClient ( ctx , & genai . ClientConfig { APIKey : os . Getenv ( "GEMINI_API_KEY" ), Backend : genai . BackendGeminiAPI , }) if err != nil { log . Fatal ( err ) } modelName := "gemini-1.5-flash-001" document , err := client . Files . UploadFromPath ( ctx , filepath . Join ( getMedia (), "a11.txt" ), & genai . UploadFileConfig { MIMEType : "text/plain" , }, ) if err != nil { log . Fatal ( err ) } parts := [] * genai . Part { genai . NewPartFromURI ( document . URI , document . MIMEType ), } contents := [] * genai . Content { genai . NewContentFromParts ( parts , genai . RoleUser ), } cache , err := client . Caches . Create ( ctx , modelName , & genai . CreateCachedContentConfig { Contents : contents , SystemInstruction : genai . NewContentFromText ( "You are an expert analyzing transcripts." , genai . RoleUser , ), }) if err != nil { log . Fatal ( err ) } fmt . Println ( "Cache created:" ) fmt . Println ( cache ) // Use the cache for generating content. response , err := client . Models . GenerateContent ( ctx , modelName , genai . Text ( "Please summarize this transcript" ), & genai . GenerateContentConfig { CachedContent : cache . Name , }, ) if err != nil { log . Fatal ( err ) } printResponse ( response ) cache . go kabuk wget https://storage.googleapis.com/generativeai-downloads/data/a11.txt echo '{ "model": "models/gemini-1.5-flash-001", "contents":[ { "parts":[ { "inline_data": { "mime_type":"text/plain", "data": "' $( base64 $B64FLAGS a11.txt ) '" } } ], "role": "user" } ], "systemInstruction": { "parts": [ { "text": "You are an expert at analyzing transcripts." } ] }, "ttl": "300s" }' > request.json curl -X POST "https://generativelanguage.googleapis.com/v1beta/cachedContents?key= $GEMINI_API_KEY " \ -H 'Content-Type: application/json' \ -d @request.json \ > cache.json CACHE_NAME = $( cat cache.json | grep '"name":' | cut -d '"' -f 4 | head -n 1 ) curl -X POST "https://generativelanguage.googleapis.com/v1beta/models/gemini-1.5-flash-001:generateContent?key= $GEMINI_API_KEY " \ -H 'Content-Type: application/json' \ -d '{ "contents": [ { "parts":[{ "text": "Please summarize this transcript" }], "role": "user" }, ], "cachedContent": "' $CACHE_NAME '" }' cache.sh Gönderen adı Python from google import genai from google.genai import types client = genai . Client () document = client . files . upload ( file = media / "a11.txt" ) model_name = "gemini-1.5-flash-001" cache = client . caches . create ( model = model_name , config = types . CreateCachedContentConfig ( contents = [ document ], system_instruction = "You are an expert analyzing transcripts." , ), ) cache_name = cache . name # Save the name for later # Later retrieve the cache cache = client . caches . get ( name = cache_name ) response = client . models . generate_content ( model = model_name , contents = "Find a lighthearted moment from this transcript" , config = types . GenerateContentConfig ( cached_content = cache . name ), ) print ( response . text ) cache . py Node.js // Make sure to include the following import: // import {GoogleGenAI} from '@google/genai'; const ai = new GoogleGenAI ({ apiKey : process . env . GEMINI_API_KEY }); const filePath = path . join ( media , "a11.txt" ); const document = await ai . files . upload ({ file : filePath , config : { mimeType : "text/plain" }, }); console . log ( "Uploaded file name:" , document . name ); const modelName = "gemini-1.5-flash-001" ; const contents = [ createUserContent ( createPartFromUri ( document . uri , document . mimeType )), ]; const cache = await ai . caches . create ({ model : modelName , config : { contents : contents , systemInstruction : "You are an expert analyzing transcripts." , }, }); const cacheName = cache . name ; // Save the name for later // Later retrieve the cache const retrievedCache = await ai . caches . get ({ name : cacheName }); const response = await ai . models . generateContent ({ model : modelName , contents : "Find a lighthearted moment from this transcript" , config : { cachedContent : retrievedCache . name }, }); console . log ( "Response text:" , response . text ); cache . js Go ctx := context . Background () client , err := genai . NewClient ( ctx , & genai . ClientConfig { APIKey : os . Getenv ( "GEMINI_API_KEY" ), Backend : genai . BackendGeminiAPI , }) if err != nil { log . Fatal ( err ) } modelName := "gemini-1.5-flash-001" document , err := client . Files . UploadFromPath ( ctx , filepath . Join ( getMedia (), "a11.txt" ), & genai . UploadFileConfig { MIMEType : "text/plain" , }, ) if err != nil { log . Fatal ( err ) } parts := [] * genai . Part { genai . NewPartFromURI ( document . URI , document . MIMEType ), } contents := [] * genai . Content { genai . NewContentFromParts ( parts , genai . RoleUser ), } cache , err := client . Caches . Create ( ctx , modelName , & genai . CreateCachedContentConfig { Contents : contents , SystemInstruction : genai . NewContentFromText ( "You are an expert analyzing transcripts." , genai . RoleUser , ), }) if err != nil { log . Fatal ( err ) } cacheName := cache . Name // Later retrieve the cache. cache , err = client . Caches . Get ( ctx , cacheName , & genai . GetCachedContentConfig {}) if err != nil { log . Fatal ( err ) } response , err := client . Models . GenerateContent ( ctx , modelName , genai . Text ( "Find a lighthearted moment from this transcript" ), & genai . GenerateContentConfig { CachedContent : cache . Name , }, ) if err != nil { log . Fatal ( err ) } fmt . Println ( "Response from cache (create from name):" ) printResponse ( response ) cache . go Sohbetten Python from google import genai from google.genai import types client = genai . Client () model_name = "gemini-1.5-flash-001" system_instruction = "You are an expert analyzing transcripts." # Create a chat session with the given system instruction. chat = client . chats . create ( model = model_name , config = types . GenerateContentConfig ( system_instruction = system_instruction ), ) document = client . files . upload ( file = media / "a11.txt" ) response = chat . send_message ( message = [ "Hi, could you summarize this transcript?" , document ] ) print ( " \n\n model: " , response . text ) response = chat . send_message ( message = [ "Okay, could you tell me more about the trans-lunar injection" ] ) print ( " \n\n model: " , response . text ) # To cache the conversation so far, pass the chat history as the list of contents. cache = client . caches . create ( model = model_name , config = { "contents" : chat . get_history (), "system_instruction" : system_instruction , }, ) # Continue the conversation using the cached content. chat = client . chats . create ( model = model_name , config = types . GenerateContentConfig ( cached_content = cache . name ), ) response = chat . send_message ( message = "I didn't understand that last part, could you explain it in simpler language?" ) print ( " \n\n model: " , response . text ) cache . py Node.js // Make sure to include the following import: // import {GoogleGenAI} from '@google/genai'; const ai = new GoogleGenAI ({ apiKey : process . env . GEMINI_API_KEY }); const modelName = "gemini-1.5-flash-001" ; const systemInstruction = "You are an expert analyzing transcripts." ; // Create a chat session with the system instruction. const chat = ai . chats . create ({ model : modelName , config : { systemInstruction : systemInstruction }, }); const filePath = path . join ( media , "a11.txt" ); const document = await ai . files . upload ({ file : filePath , config : { mimeType : "text/plain" }, }); console . log ( "Uploaded file name:" , document . name ); let response = await chat . sendMessage ({ message : createUserContent ([ "Hi, could you summarize this transcript?" , createPartFromUri ( document . uri , document . mimeType ), ]), }); console . log ( "\n\nmodel:" , response . text ); response = await chat . sendMessage ({ message : "Okay, could you tell me more about the trans-lunar injection" , }); console . log ( "\n\nmodel:" , response . text ); // To cache the conversation so far, pass the chat history as the list of contents. const chatHistory = chat . getHistory (); const cache = await ai . caches . create ({ model : modelName , config : { contents : chatHistory , systemInstruction : systemInstruction , }, }); // Continue the conversation using the cached content. const chatWithCache = ai . chats . create ({ model : modelName , config : { cachedContent : cache . name }, }); response = await chatWithCache . sendMessage ({ message : "I didn't understand that last part, could you explain it in simpler language?" , }); console . log ( "\n\nmodel:" , response . text ); cache . js Go ctx := context . Background () client , err := genai . NewClient ( ctx , & genai . ClientConfig { APIKey : os . Getenv ( "GEMINI_API_KEY" ), Backend : genai . BackendGeminiAPI , }) if err != nil { log . Fatal ( err ) } modelName := "gemini-1.5-flash-001" systemInstruction := "You are an expert analyzing transcripts." // Create initial chat with a system instruction. chat , err := client . Chats . Create ( ctx , modelName , & genai . GenerateContentConfig { SystemInstruction : genai . NewContentFromText ( systemInstruction , genai . RoleUser ), }, nil ) if err != nil { log . Fatal ( err ) } document , err := client . Files . UploadFromPath ( ctx , filepath . Join ( getMedia (), "a11.txt" ), & genai . UploadFileConfig { MIMEType : "text/plain" , }, ) if err != nil { log . Fatal ( err ) } // Send first message with the transcript. parts := make ([] genai . Part , 2 ) parts [ 0 ] = genai . Part { Text : "Hi, could you summarize this transcript?" } parts [ 1 ] = genai . Part { FileData : & genai . FileData { FileURI : document . URI , MIMEType : document . MIMEType , }, } // Send chat message. resp , err := chat . SendMessage ( ctx , parts ... ) if err != nil { log . Fatal ( err ) } fmt . Println ( "\n\nmodel: " , resp . Text ()) resp , err = chat . SendMessage ( ctx , genai . Part { Text : "Okay, could you tell me more about the trans-lunar injection" , }, ) if err != nil { log . Fatal ( err ) } fmt . Println ( "\n\nmodel: " , resp . Text ()) // To cache the conversation so far, pass the chat history as the list of contents. cache , err := client . Caches . Create ( ctx , modelName , & genai . CreateCachedContentConfig { Contents : chat . History ( false ), SystemInstruction : genai . NewContentFromText ( systemInstruction , genai . RoleUser ), }) if err != nil { log . Fatal ( err ) } // Continue the conversation using the cached history. chat , err = client . Chats . Create ( ctx , modelName , & genai . GenerateContentConfig { CachedContent : cache . Name , }, nil ) if err != nil { log . Fatal ( err ) } resp , err = chat . SendMessage ( ctx , genai . Part { Text : "I didn't understand that last part, could you explain it in simpler language?" , }, ) if err != nil { log . Fatal ( err ) } fmt . Println ( "\n\nmodel: " , resp . Text ()) cache . go Yanıt metni Başarılı olursa yanıt metni, yeni oluşturulan bir CachedContent örneğini içerir. Yöntem: cachedContents.list Uç nokta Sorgu parametreleri İstek metni Yanıt metni JSON gösterimi Lists CachedContents. Uç nokta get https: / /generativelanguage.googleapis.com /v1beta /cachedContents Sorgu parametreleri pageSize integer İsteğe bağlıdır. Döndürülecek maksimum önbelleğe alınmış içerik sayısı. Hizmet, bu değerden daha az sonuç döndürebilir. Belirtilmemişse varsayılan olarak (maksimum değerin altında) belirli sayıda öğe döndürülür. Maksimum değer 1.000'dir. 1.000'in üzerindeki değerler 1.000'e zorlanır. pageToken string İsteğe bağlıdır. Önceki bir cachedContents.list çağrısından alınan sayfa jetonu. Sonraki sayfayı almak için bunu sağlayın. Sayfalara ayırma işlemi yapılırken cachedContents.list öğesine sağlanan diğer tüm parametreler, sayfa jetonunu sağlayan çağrıyla eşleşmelidir. İstek metni İstek metni boş olmalıdır. Yanıt metni CachedContents listesi içeren yanıt. Başarılı olursa yanıt metni aşağıdaki yapıyla birlikte verileri içerir: Alanlar cachedContents[] object ( CachedContent ) Önbelleğe alınmış içeriklerin listesi. nextPageToken string Sonraki sayfayı almak için pageToken olarak gönderilebilen bir jeton. Bu alan atlanırsa sonraki sayfa olmaz. JSON gösterimi { "cachedContents" : [ { object ( CachedContent ) } ] , "nextPageToken" : string } Yöntem: cachedContents.get Uç nokta Yol parametreleri İstek metni Yanıt metni Örnek istek Temel CachedContent kaynağını okur. Uç nokta get https: / /generativelanguage.googleapis.com /v1beta /{name=cachedContents /*} Yol parametreleri name string Zorunlu. İçerik önbelleği girişini ifade eden kaynak adı. Biçim: cachedContents/{id} cachedContents/{cachedcontent} biçimindedir. İstek metni İstek metni boş olmalıdır. Örnek istek Python from google import genai client = genai . Client () document = client . files . upload ( file = media / "a11.txt" ) model_name = "gemini-1.5-flash-001" cache = client . caches . create ( model = model_name , config = { "contents" : [ document ], "system_instruction" : "You are an expert analyzing transcripts." , }, ) print ( client . caches . get ( name = cache . name )) cache . py Node.js // Make sure to include the following import: // import {GoogleGenAI} from '@google/genai'; const ai = new GoogleGenAI ({ apiKey : process . env . GEMINI_API_KEY }); const filePath = path . join ( media , "a11.txt" ); const document = await ai . files . upload ({ file : filePath , config : { mimeType : "text/plain" }, }); console . log ( "Uploaded file name:" , document . name ); const modelName = "gemini-1.5-flash-001" ; const contents = [ createUserContent ( createPartFromUri ( document . uri , document . mimeType )), ]; const cache = await ai . caches . create ({ model : modelName , config : { contents : contents , systemInstruction : "You are an expert analyzing transcripts." , }, }); const retrievedCache = await ai . caches . get ({ name : cache . name }); console . log ( "Retrieved Cache:" , retrievedCache ); cache . js Go ctx := context . Background () client , err := genai . NewClient ( ctx , & genai . ClientConfig { APIKey : os . Getenv ( "GEMINI_API_KEY" ), Backend : genai . BackendGeminiAPI , }) if err != nil { log . Fatal ( err ) } modelName := "gemini-1.5-flash-001" document , err := client . Files . UploadFromPath ( ctx , filepath . Join ( getMedia (), "a11.txt" ), & genai . UploadFileConfig { MIMEType : "text/plain" , }, ) if err != nil { log . Fatal ( err ) } parts := [] * genai . Part { genai . NewPartFromURI ( document . URI , document . MIMEType ), } contents := [] * genai . Content { genai . NewContentFromParts ( parts , genai . RoleUser ), } cache , err := client . Caches . Create ( ctx , modelName , & genai . CreateCachedContentConfig { Contents : contents , SystemInstruction : genai . NewContentFromText ( "You are an expert analyzing transcripts." , genai . RoleUser , ), }) if err != nil { log . Fatal ( err ) } cache , err = client . Caches . Get ( ctx , cache . Name , & genai . GetCachedContentConfig {}) if err != nil { log . Fatal ( err ) } fmt . Println ( "Retrieved cache:" ) fmt . Println ( cache ) cache . go kabuk curl "https://generativelanguage.googleapis.com/v1beta/ $CACHE_NAME ?key= $GEMINI_API_KEY " cache.sh Yanıt metni Başarılıysa yanıt metni, CachedContent öğesinin bir örneğini içerir. Yöntem: cachedContents.patch Uç nokta Yol parametreleri Sorgu parametreleri İstek metni Yanıt metni Örnek istek Temel CachedContent kaynağını günceller (yalnızca geçerlilik süresi güncellenebilir). Uç nokta patch https: / /generativelanguage.googleapis.com /v1beta /{cachedContent.name=cachedContents /*} PATCH https://generativelanguage.googleapis.com/v1beta/{cachedContent.name=cachedContents/*} Yol parametreleri cachedContent.name string Yalnızca çıkış. Tanımlayıcı. Önbelleğe alınmış içeriği ifade eden kaynak adı. Biçim: cachedContents/{id} cachedContents/{cachedcontent} biçimindedir. Sorgu parametreleri updateMask string ( FieldMask format) Güncellenecek alanların listesi. Bu, alanların tam nitelikli adlarının virgülle ayrılmış listesidir. Örnek: "user.displayName,photo" . İstek metni İstek metni, CachedContent öğesinin bir örneğini içerir. Alanlar expiration Union type Bu kaynağın süresinin ne zaman dolacağını belirtir. expiration aşağıdakilerden yalnızca biri olabilir: expireTime string ( Timestamp format) Bu kaynağın geçerliliğinin sona erdiği zamanı gösteren UTC zaman damgası. Girişte ne gönderildiğinden bağımsız olarak bu değer, çıkışta her zaman sağlanır. Zaman damgasında RFC 3339 kullanılır. Yani oluşturulan çıkış her zaman Z ile normalleştirilir ve 0, 3, 6 veya 9 kesirli basamak kullanılır. "Z" dışındaki zaman farkları da kabul edilir. Örnekler: "2014-10-02T15:01:23Z" , "2014-10-02T15:01:23.045123456Z" veya "2014-10-02T15:01:23+05:30" . ttl string ( Duration format) Yalnızca giriş. Bu kaynak için yeni TTL (yalnızca giriş). En fazla dokuz kesirli basamak içeren ve " s " ile biten, saniye cinsinden süre. Örnek: "3.5s" . Örnek istek Python from google import genai from google.genai import types import datetime client = genai . Client () document = client . files . upload ( file = media / "a11.txt" ) model_name = "gemini-1.5-flash-001" cache = client . caches . create ( model = model_name , config = { "contents" : [ document ], "system_instruction" : "You are an expert analyzing transcripts." , }, ) # Update the cache's time-to-live (ttl) ttl = f " { int ( datetime . timedelta ( hours = 2 ) . total_seconds ()) } s" client . caches . update ( name = cache . name , config = types . UpdateCachedContentConfig ( ttl = ttl ) ) print ( f "After update: \n { cache } " ) # Alternatively, update the expire_time directly # Update the expire_time directly in valid RFC 3339 format (UTC with a "Z" suffix) expire_time = ( ( datetime . datetime . now ( datetime . timezone . utc ) + datetime . timedelta ( minutes = 15 ) ) . isoformat () . replace ( "+00:00" , "Z" ) ) client . caches . update ( name = cache . name , config = types . UpdateCachedContentConfig ( expire_time = expire_time ), ) cache . py Node.js // Make sure to include the following import: // import {GoogleGenAI} from '@google/genai'; const ai = new GoogleGenAI ({ apiKey : process . env . GEMINI_API_KEY }); const filePath = path . join ( media , "a11.txt" ); const document = await ai . files . upload ({ file : filePath , config : { mimeType : "text/plain" }, }); console . log ( "Uploaded file name:" , document . name ); const modelName = "gemini-1.5-flash-001" ; const contents = [ createUserContent ( createPartFromUri ( document . uri , document . mimeType )), ]; let cache = await ai . caches . create ({ model : modelName , config : { contents : contents , systemInstruction : "You are an expert analyzing transcripts." , }, }); // Update the cache's time-to-live (ttl) const ttl = ` ${ 2 * 3600 } s` ; // 2 hours in seconds cache = await ai . caches . update ({ name : cache . name , config : { ttl }, }); console . log ( "After update (TTL):" , cache ); // Alternatively, update the expire_time directly (in RFC 3339 format with a "Z" suffix) const expireTime = new Date ( Date . now () + 15 * 60000 ) . toISOString () . replace ( /\.\d{3}Z$/ , "Z" ); cache = await ai . caches . update ({ name : cache . name , config : { expireTime : expireTime }, }); console . log ( "After update (expire_time):" , cache ); cache . js Go ctx := context . Background () client , err := genai . NewClient ( ctx , & genai . ClientConfig { APIKey : os . Getenv ( "GEMINI_API_KEY" ), Backend : genai . BackendGeminiAPI , }) if err != nil { log . Fatal ( err ) } modelName := "gemini-1.5-flash-001" document , err := client . Files . UploadFromPath ( ctx , filepath . Join ( getMedia (), "a11.txt" ), & genai . UploadFileConfig { MIMEType : "text/plain" , }, ) if err != nil { log . Fatal ( err ) } parts := [] * genai . Part { genai . NewPartFromURI ( document . URI , document . MIMEType ), } contents := [] * genai . Content { genai . NewContentFromParts ( parts , genai . RoleUser ), } cache , err := client . Caches . Create ( ctx , modelName , & genai . CreateCachedContentConfig { Contents : contents , SystemInstruction : genai . NewContentFromText ( "You are an expert analyzing transcripts." , genai . RoleUser , ), }) if err != nil { log . Fatal ( err ) } _ , err = client . Caches . Delete ( ctx , cache . Name , & genai . DeleteCachedContentConfig {}) if err != nil { log . Fatal ( err ) } fmt . Println ( "Cache deleted:" , cache . Name ) cache . go kabuk curl -X PATCH "https://generativelanguage.googleapis.com/v1beta/ $CACHE_NAME ?key= $GEMINI_API_KEY " \ -H 'Content-Type: application/json' \ -d '{"ttl": "600s"}' cache.sh Yanıt metni Başarılıysa yanıt metni, CachedContent öğesinin bir örneğini içerir. Yöntem: cachedContents.delete Uç nokta Yol parametreleri İstek metni Yanıt metni Örnek istek Temel CachedContent kaynağını siler. Uç nokta delete https: / /generativelanguage.googleapis.com /v1beta /{name=cachedContents /*} Yol parametreleri name string Zorunlu. İçerik önbelleği girişini ifade eden kaynak adı. Biçim: cachedContents/{id} cachedContents/{cachedcontent} biçimindedir. İstek metni İstek metni boş olmalıdır. Örnek istek Python from google import genai client = genai . Client () document = client . files . upload ( file = media / "a11.txt" ) model_name = "gemini-1.5-flash-001" cache = client . caches . create ( model = model_name , config = { "contents" : [ document ], "system_instruction" : "You are an expert analyzing transcripts." , }, ) client . caches . delete ( name = cache . name ) cache . py Node.js // Make sure to include the following import: // import {GoogleGenAI} from '@google/genai'; const ai = new GoogleGenAI ({ apiKey : process . env . GEMINI_API_KEY }); const filePath = path . join ( media , "a11.txt" ); const document = await ai . files . upload ({ file : filePath , config : { mimeType : "text/plain" }, }); console . log ( "Uploaded file name:" , document . name ); const modelName = "gemini-1.5-flash-001" ; const contents = [ createUserContent ( createPartFromUri ( document . uri , document . mimeType )), ]; const cache = await ai . caches . create ({ model : modelName , config : { contents : contents , systemInstruction : "You are an expert analyzing transcripts." , }, }); await ai . caches . delete ({ name : cache . name }); console . log ( "Cache deleted:" , cache . name ); cache . js Go ctx := context . Background () client , err := genai . NewClient ( ctx , & genai . ClientConfig { APIKey : os . Getenv ( "GEMINI_API_KEY" ), Backend : genai . BackendGeminiAPI , }) if err != nil { log . Fatal ( err ) } modelName := "gemini-1.5-flash-001" document , err := client . Files . UploadFromPath ( ctx , filepath . Join ( getMedia (), "a11.txt" ), & genai . UploadFileConfig { MIMEType : "text/plain" , }, ) if err != nil { log . Fatal ( err ) } parts := [] * genai . Part { genai . NewPartFromURI ( document . URI , document . MIMEType ), } contents := [] * genai . Content { genai . NewContentFromParts ( parts , genai . RoleUser ), } cache , err := client . Caches . Create ( ctx , modelName , & genai . CreateCachedContentConfig { Contents : contents , SystemInstruction : genai . NewContentFromText ( "You are an expert analyzing transcripts." , genai . RoleUser , ), }) if err != nil { log . Fatal ( err ) } _ , err = client . Caches . Delete ( ctx , cache . Name , & genai . DeleteCachedContentConfig {}) if err != nil { log . Fatal ( err ) } fmt . Println ( "Cache deleted:" , cache . Name ) cache . go kabuk curl -X DELETE "https://generativelanguage.googleapis.com/v1beta/ $CACHE_NAME ?key= $GEMINI_API_KEY " cache.sh Yanıt metni Başarılı olursa yanıt gövdesi boş bir JSON nesnesi olur. REST Kaynağı: cachedContents Kaynak: CachedContent JSON gösterimi İçerik JSON gösterimi Bölüm JSON gösterimi Blob JSON gösterimi FunctionCall JSON gösterimi FunctionResponse JSON gösterimi FunctionResponsePart JSON gösterimi FunctionResponseBlob JSON gösterimi Planlama FileData JSON gösterimi ExecutableCode JSON gösterimi Dil CodeExecutionResult JSON gösterimi Sonuç VideoMetadata JSON gösterimi Araç JSON gösterimi FunctionDeclaration JSON gösterimi Şema JSON gösterimi Tür Davranış GoogleSearchRetrieval JSON gösterimi DynamicRetrievalConfig JSON gösterimi Mod CodeExecution GoogleSearch JSON gösterimi Aralık JSON gösterimi ComputerUse JSON gösterimi Ortam UrlContext FileSearch JSON gösterimi GoogleMaps JSON gösterimi ToolConfig JSON gösterimi FunctionCallingConfig JSON gösterimi Mod RetrievalConfig JSON gösterimi LatLng JSON gösterimi UsageMetadata JSON gösterimi Yöntemler Kaynak: CachedContent Önceden işlenmiş ve GenerativeService'e yapılan sonraki isteklerde kullanılabilen içerik. Önbelleğe alınmış içerik yalnızca oluşturulduğu modelle kullanılabilir. Alanlar contents[] object ( Content ) İsteğe bağlıdır. Yalnızca giriş. Değişmez. Önbelleğe alınacak içerik. tools[] object ( Tool ) İsteğe bağlıdır. Yalnızca giriş. Değişmez. Modelin bir sonraki yanıtı oluşturmak için kullanabileceği Tools listesi createTime string ( Timestamp format) Yalnızca çıkış. Önbellek girişinin oluşturulma zamanı. Zaman damgasında RFC 3339 kullanılır. Yani oluşturulan çıkış her zaman Z ile normalleştirilir ve 0, 3, 6 veya 9 kesirli basamak kullanılır. "Z" dışındaki zaman farkları da kabul edilir. Örnekler: "2014-10-02T15:01:23Z" , "2014-10-02T15:01:23.045123456Z" veya "2014-10-02T15:01:23+05:30" . updateTime string ( Timestamp format) Yalnızca çıkış. Önbellek girişinin son güncellendiği zaman (UTC). Zaman damgasında RFC 3339 kullanılır. Yani oluşturulan çıkış her zaman Z ile normalleştirilir ve 0, 3, 6 veya 9 kesirli basamak kullanılır. "Z" dışındaki zaman farkları da kabul edilir. Örnekler: "2014-10-02T15:01:23Z" , "2014-10-02T15:01:23.045123456Z" veya "2014-10-02T15:01:23+05:30" . usageMetadata object ( UsageMetadata ) Yalnızca çıkış. Önbelleğe alınmış içeriğin kullanımıyla ilgili meta veriler. expiration Union type Bu kaynağın süresinin ne zaman dolacağını belirtir. expiration aşağıdakilerden yalnızca biri olabilir: expireTime string ( Timestamp format) Bu kaynağın geçerliliğinin sona erdiği zamanı gösteren UTC zaman damgası. Girişte ne gönderildiğinden bağımsız olarak bu değer, çıkışta her zaman sağlanır. Zaman damgasında RFC 3339 kullanılır. Yani oluşturulan çıkış her zaman Z ile normalleştirilir ve 0, 3, 6 veya 9 kesirli basamak kullanılır. "Z" dışındaki zaman farkları da kabul edilir. Örnekler: "2014-10-02T15:01:23Z" , "2014-10-02T15:01:23.045123456Z" veya "2014-10-02T15:01:23+05:30" . ttl string ( Duration format) Yalnızca giriş. Bu kaynak için yeni TTL (yalnızca giriş). En fazla dokuz kesirli basamak içeren ve " s " ile biten, saniye cinsinden süre. Örnek: "3.5s" . name string Yalnızca çıkış. Tanımlayıcı. Önbelleğe alınmış içeriği ifade eden kaynak adı. Biçim: cachedContents/{id} displayName string İsteğe bağlıdır. Değişmez. Önbelleğe alınmış içeriğin kullanıcı tarafından oluşturulan anlamlı görünen adı. Maksimum 128 Unicode karakter. model string Zorunlu. Değişmez. Önbelleğe alınmış içerik için kullanılacak Model adı. Biçim: models/{model} systemInstruction object ( Content ) İsteğe bağlıdır. Yalnızca giriş. Değişmez. Geliştirici tarafından ayarlanan sistem talimatı. Şu anda yalnızca metin desteklenmektedir. toolConfig object ( ToolConfig ) İsteğe bağlıdır. Yalnızca giriş. Değişmez. Araç yapılandırması Bu yapılandırma tüm araçlar için paylaşılır. JSON gösterimi { "contents" : [ { object ( Content ) } ] , "tools" : [ { object ( Tool ) } ] , "createTime" : string , "updateTime" : string , "usageMetadata" : { object ( UsageMetadata ) } , // expiration "expireTime" : string , "ttl" : string // Union type "name" : string , "displayName" : string , "model" : string , "systemInstruction" : { object ( Content ) } , "toolConfig" : { object ( ToolConfig ) } } İçerik Bir iletinin çok parçalı içeriğini içeren temel yapılandırılmış veri türü. Bir Content , Content üreticisini belirten bir role alanı ve ileti dönüşünün içeriğini içeren çok parçalı verileri içeren bir parts alanı içerir. Alanlar parts[] object ( Part ) Tek bir mesajı oluşturan Parts . Bölümlerin MIME türleri farklı olabilir. role string İsteğe bağlıdır. İçeriğin üreticisi. "user" veya "model" olmalıdır. Çok turlu görüşmeler için ayarlanması yararlıdır. Aksi takdirde boş bırakılabilir veya ayarlanmayabilir. JSON gösterimi { "parts" : [ { object ( Part ) } ] , "role" : string } Bölüm Çok parçalı Content iletinin bir parçası olan medyayı içeren bir veri türü. Part , ilişkili bir veri türüne sahip verilerden oluşur. Bir Part yalnızca Part.data içinde kabul edilen türlerden birini içerebilir. Part alanı, inlineData alanı ham baytlarla doldurulmuşsa medyanın türünü ve alt türünü tanımlayan sabit bir IANA MIME türüne sahip olmalıdır. Alanlar thought boolean İsteğe bağlıdır. Parçanın model tarafından üretilip üretilmediğini gösterir. thoughtSignature string ( bytes format) İsteğe bağlıdır. Düşünce için opak bir imza. Böylece, sonraki isteklerde yeniden kullanılabilir. Base64 kodlu bir dize. partMetadata object ( Struct format) Parça ile ilişkili özel meta veriler. İçerik temsili olarak genai.Part kullanan aracıların ek bilgileri takip etmesi gerekebilir. Örneğin, Bölüm'ün geldiği dosyanın/kaynağın adı veya birden fazla Bölüm akışını çoklamanın bir yolu olabilir. data Union type data aşağıdakilerden yalnızca biri olabilir: text string Satır içi metin. inlineData object ( Blob ) Satır içi medya baytları. functionCall object ( FunctionCall ) Modelden döndürülen, bağımsız değişkenleri ve değerleriyle birlikte FunctionDeclaration.name 'yi temsil eden bir dize içeren tahmini bir FunctionCall . functionResponse object ( FunctionResponse ) FunctionCall işlevinin sonuç çıkışı, FunctionDeclaration.name işlevini temsil eden bir dize ve işlevden gelen tüm çıkışları içeren yapılandırılmış bir JSON nesnesi içerir. Bu çıkış, model için bağlam olarak kullanılır. fileData object ( FileData ) URI tabanlı veriler. executableCode object ( ExecutableCode ) Model tarafından oluşturulan ve yürütülmesi amaçlanan kod. codeExecutionResult object ( CodeExecutionResult ) ExecutableCode yürütme sonucu. metadata Union type Verilerin ek ön işlenmesini kontrol eder. metadata aşağıdakilerden yalnızca biri olabilir: videoMetadata object ( VideoMetadata ) İsteğe bağlıdır. Video meta verileri Meta veriler yalnızca video verileri inlineData veya fileData içinde sunulurken belirtilmelidir. JSON gösterimi { "thought" : boolean , "thoughtSignature" : string , "partMetadata" : { object } , // data "text" : string , "inlineData" : { object ( Blob ) } , "functionCall" : { object ( FunctionCall ) } , "functionResponse" : { object ( FunctionResponse ) } , "fileData" : { object ( FileData ) } , "executableCode" : { object ( ExecutableCode ) } , "codeExecutionResult" : { object ( CodeExecutionResult ) } // Union type // metadata "videoMetadata" : { object ( VideoMetadata ) } // Union type } Blob Ham medya baytları. Metin, ham bayt olarak gönderilmemelidir. "text" alanı kullanılmalıdır. Alanlar mimeType string Kaynak verilerin IANA standardı MIME türü. Örnekler: - image/png - image/jpeg Desteklenmeyen bir MIME türü sağlanırsa hata döndürülür. Desteklenen türlerin tam listesi için Desteklenen dosya biçimleri başlıklı makaleyi inceleyin. data string ( bytes format) Medya biçimleri için ham baytlar. Base64 kodlu bir dize. JSON gösterimi { "mimeType" : string , "data" : string } FunctionCall Modelden döndürülen, bağımsız değişkenleri ve değerleriyle birlikte FunctionDeclaration.name 'yi temsil eden bir dize içeren tahmini bir FunctionCall . Alanlar id string İsteğe bağlıdır. İşlev çağrısının benzersiz kimliği. Doldurulmuşsa istemci, functionCall öğesini yürütür ve yanıtı eşleşen id ile birlikte döndürür. name string Zorunlu. Çağrılacak işlevin adı. a-z, A-Z, 0-9 olmalı veya alt çizgi ve kısa çizgi içermeli ve maksimum uzunluğu 64 olmalıdır. args object ( Struct format) İsteğe bağlıdır. JSON nesnesi biçimindeki işlev parametreleri ve değerleri. JSON gösterimi { "id" : string , "name" : string , "args" : { object } } FunctionResponse FunctionCall işlevinden elde edilen ve FunctionDeclaration.name işlevini temsil eden bir dize ile işlevden elde edilen tüm çıkışları içeren yapılandırılmış bir JSON nesnesi içeren sonuç çıkışı, model için bağlam olarak kullanılır. Bu, model tahmini temel alınarak yapılan FunctionCall sonucunu içermelidir. Alanlar id string İsteğe bağlıdır. Bu yanıtın ait olduğu işlev çağrısının kimliği. İstemci tarafından, ilgili işlev çağrısıyla eşleşecek şekilde doldurulur id . name string Zorunlu. Çağrılacak işlevin adı. a-z, A-Z, 0-9 olmalı veya alt çizgi ve kısa çizgi içermeli ve maksimum uzunluğu 64 olmalıdır. response object ( Struct format) Zorunlu. JSON nesnesi biçimindeki işlev yanıtı. Arayanlar, işlevin çıktısını döndürmek için işlevin söz dizimine uyan herhangi bir anahtarı (ör. "output", "result" vb.) kullanabilir. Özellikle işlev çağrısı yürütülemezse yanıt, hata ayrıntılarını modele döndürmek için bir "error" anahtarı içerebilir. parts[] object ( FunctionResponsePart ) İsteğe bağlıdır. İşlev yanıtını oluşturan sıralı Parts . Bölümlerin IANA MIME türleri farklı olabilir. willContinue boolean İsteğe bağlıdır. İşlev çağrısının devam ettiğini ve daha fazla yanıt döndürüleceğini belirterek işlev çağrısını oluşturucuya dönüştürür. Yalnızca NON_BLOCKING işlev çağrıları için geçerlidir, aksi takdirde yoksayılır. Yanlış olarak ayarlanırsa gelecekteki yanıtlar dikkate alınmaz. İşlev çağrısının tamamlandığını belirtmek için response ile boş willContinue=False döndürmeye izin verilir. Bu işlem, model oluşturmayı yine de tetikleyebilir. Üretimin tetiklenmesini önlemek ve işlev çağrısını tamamlamak için scheduling değerini de SILENT olarak ayarlayın. scheduling enum ( Scheduling ) İsteğe bağlıdır. Yanıtın görüşmede nasıl planlanacağını belirtir. Yalnızca NON_BLOCKING işlev çağrıları için geçerlidir, aksi takdirde yoksayılır. Varsayılan olarak WHEN_IDLE değerine ayarlanır. JSON gösterimi { "id" : string , "name" : string , "response" : { object } , "parts" : [ { object ( FunctionResponsePart ) } ] , "willContinue" : boolean , "scheduling" : enum ( Scheduling ) } FunctionResponsePart FunctionResponse iletisinin bir parçası olan medyayı içeren bir veri türü. FunctionResponsePart , ilişkili bir veri türüne sahip verilerden oluşur. Bir FunctionResponsePart yalnızca FunctionResponsePart.data içinde kabul edilen türlerden birini içerebilir. FunctionResponsePart alanı, inlineData alanı ham baytlarla doldurulmuşsa medyanın türünü ve alt türünü tanımlayan sabit bir IANA MIME türüne sahip olmalıdır. Alanlar data Union type İşlev yanıtı bölümünün verileri. data aşağıdakilerden yalnızca biri olabilir: inlineData object ( FunctionResponseBlob ) Satır içi medya baytları. JSON gösterimi { // data "inlineData" : { object ( FunctionResponseBlob ) } // Union type } FunctionResponseBlob İşlev yanıtı için ham medya baytları. Metin, ham bayt olarak gönderilmemelidir. "FunctionResponse.response" alanı kullanılmalıdır. Alanlar mimeType string Kaynak verilerin IANA standardı MIME türü. Örnekler: - image/png - image/jpeg Desteklenmeyen bir MIME türü sağlanırsa hata döndürülür. Desteklenen türlerin tam listesi için Desteklenen dosya biçimleri başlıklı makaleyi inceleyin. data string ( bytes format) Medya biçimleri için ham baytlar. Base64 kodlu bir dize. JSON gösterimi { "mimeType" : string , "data" : string } Planlama Yanıtın görüşmede nasıl planlanacağını belirtir. Sıralamalar SCHEDULING_UNSPECIFIED Bu değer kullanılmıyor. SILENT Yalnızca sonucu görüşme bağlamına ekle, üretimi kesintiye uğratma veya tetikleme. WHEN_IDLE Sonucu sohbet bağlamına ekleyin ve devam eden üretimi kesintiye uğratmadan çıkış oluşturma istemi verin. INTERRUPT Sonucu görüşme bağlamına ekleyin, devam eden oluşturma işlemini durdurun ve çıkış oluşturma isteminde bulunun. FileData URI tabanlı veriler. Alanlar mimeType string İsteğe bağlıdır. Kaynak verilerin IANA standardı MIME türü. fileUri string Zorunlu. URI. JSON gösterimi { "mimeType" : string , "fileUri" : string } ExecutableCode Model tarafından oluşturulan ve yürütülmesi amaçlanan kod ile sonucun modele döndürülmesi. Yalnızca CodeExecution aracı kullanılırken oluşturulur. Bu araçta kod otomatik olarak yürütülür ve karşılık gelen bir CodeExecutionResult de oluşturulur. Alanlar language enum ( Language ) Zorunlu. code programlama dili. code string Zorunlu. Yürütülecek kod. JSON gösterimi { "language" : enum ( Language ) , "code" : string } Dil Oluşturulan kod için desteklenen programlama dilleri. Sıralamalar LANGUAGE_UNSPECIFIED Belirtilmemiş dil. Bu değer kullanılmamalıdır. PYTHON Python >= 3.10, numpy ve simpy kullanılabilir. Varsayılan dil Python'dur. CodeExecutionResult ExecutableCode yürütme sonucu. Yalnızca CodeExecution kullanılırken oluşturulur ve her zaman ExecutableCode içeren bir part ile başlar. Alanlar outcome enum ( Outcome ) Zorunlu. Kod yürütmenin sonucu. output string İsteğe bağlıdır. Kod yürütme başarılı olduğunda stdout, aksi takdirde stderr veya başka bir açıklama içerir. JSON gösterimi { "outcome" : enum ( Outcome ) , "output" : string } Sonuç Kod yürütmenin olası sonuçlarının numaralandırılması. Sıralamalar OUTCOME_UNSPECIFIED Durum belirtilmemiş. Bu değer kullanılmamalıdır. OUTCOME_OK Kod yürütme başarıyla tamamlandı. OUTCOME_FAILED Kod yürütme tamamlandı ancak başarısız oldu. stderr , nedeni içermelidir. OUTCOME_DEADLINE_EXCEEDED Kod yürütme işlemi çok uzun sürdü ve iptal edildi. Kısmi bir çıktı olabilir veya olmayabilir. VideoMetadata Meta veriler, giriş video içeriğini tanımlar. Alanlar startOffset string ( Duration format) İsteğe bağlıdır. Videonun başlangıç uzaklığı. En fazla dokuz kesirli basamak içeren ve " s " ile biten, saniye cinsinden süre. Örnek: "3.5s" . endOffset string ( Duration format) İsteğe bağlıdır. Videonun bitiş uzaklığı. En fazla dokuz kesirli basamak içeren ve " s " ile biten, saniye cinsinden süre. Örnek: "3.5s" . fps number İsteğe bağlıdır. Modele gönderilen videonun kare hızı. Belirtilmezse varsayılan değer 1, 0 olur. FPS aralığı (0,0, 24,0]'dır. JSON gösterimi { "startOffset" : string , "endOffset" : string , "fps" : number } Araç Modelin yanıt oluşturmak için kullanabileceği araç ayrıntıları. Tool , sistemin modelin bilgisi ve kapsamı dışında bir işlem veya işlemler dizisi gerçekleştirmek için harici sistemlerle etkileşime girmesini sağlayan bir kod parçasıdır. Next ID: 13 Alanlar functionDeclarations[] object ( FunctionDeclaration ) İsteğe bağlıdır. Modelin işlev çağrısı için kullanabileceği FunctionDeclarations listesi. Model veya sistem işlevi yürütmüyor. Bunun yerine, tanımlanan işlev, yürütme için istemci tarafına bağımsız değişkenlerle birlikte FunctionCall olarak döndürülebilir. Model, yanıtta FunctionCall öğesini doldurarak bu işlevlerin bir alt kümesini çağırmaya karar verebilir. Bir sonraki konuşma dönüşü, bir sonraki model dönüşü için Content.role "işlev" oluşturma bağlamıyla birlikte FunctionResponse içerebilir. googleSearchRetrieval object ( GoogleSearchRetrieval ) İsteğe bağlıdır. Google Arama tarafından desteklenen bir alma aracı. codeExecution object ( CodeExecution ) İsteğe bağlıdır. Modelin, oluşturma işlemi kapsamında kod yürütmesini sağlar. googleSearch object ( GoogleSearch ) İsteğe bağlıdır. Google Arama aracı türü. Modelde Google Arama'yı destekleyen araç. Google tarafından desteklenmektedir. computerUse object ( ComputerUse ) İsteğe bağlıdır. Modelin bilgisayarla doğrudan etkileşim kurmasını destekleyen araç. Etkinleştirilirse bilgisayar kullanımına özgü İşlev Bildirimleri otomatik olarak doldurulur. urlContext object ( UrlContext ) İsteğe bağlıdır. URL bağlamı almayı destekleyen araç. fileSearch object ( FileSearch ) İsteğe bağlıdır. FileSearch araç türü. Semantik alma derlemlerinden bilgi almak için kullanılan araç. googleMaps object ( GoogleMaps ) İsteğe bağlıdır. Modelin yanıtını, kullanıcının sorgusuyla ilgili coğrafi bağlamla temellendirmeye olanak tanıyan araç. JSON gösterimi { "functionDeclarations" : [ { object ( FunctionDeclaration ) } ] , "googleSearchRetrieval" : { object ( GoogleSearchRetrieval ) } , "codeExecution" : { object ( CodeExecution ) } , "googleSearch" : { object ( GoogleSearch ) } , "computerUse" : { object ( ComputerUse ) } , "urlContext" : { object ( UrlContext ) } , "fileSearch" : { object ( FileSearch ) } , "googleMaps" : { object ( GoogleMaps ) } } FunctionDeclaration OpenAPI 3.03 spesifikasyonunda tanımlandığı şekilde bir işlev bildiriminin yapılandırılmış gösterimi. Bu bildirime işlev adı ve parametreler dahildir. Bu FunctionDeclaration, model tarafından Tool olarak kullanılabilen ve istemci tarafından yürütülebilen bir kod bloğunun gösterimidir. Alanlar name string Zorunlu. İşlevin adı. a-z, A-Z, 0-9 olmalı veya alt çizgi, iki nokta, nokta ve kısa çizgi içermelidir. Maksimum uzunluk 64 karakterdir. description string Zorunlu. İşlevin kısa bir açıklaması. behavior enum ( Behavior ) İsteğe bağlıdır. İşlev davranışını belirtir. Şu anda yalnızca BidiGenerateContent yöntemi tarafından desteklenmektedir. parameters object ( Schema ) İsteğe bağlıdır. Bu işlevin parametrelerini açıklar. Open API 3.03 Parametre Nesnesi dize Anahtarını yansıtır: parametrenin adı. Parametre adları büyük/küçük harfe duyarlıdır. Şema Değeri: Parametre için kullanılan türü tanımlayan şema. parametersJsonSchema value ( Value format) İsteğe bağlıdır. İşlevin parametrelerini JSON şeması biçiminde açıklar. Şema, özelliklerin işlevin parametreleri olduğu bir nesneyi tanımlamalıdır. Örneğin: { "type": "object", "properties": { "name": { "type": "string" }, "age": { "type": "integer" } }, "additionalProperties": false, "required": ["name", "age"], "propertyOrdering": ["name", "age"] } Bu alan parameters ile birlikte kullanılamaz. response object ( Schema ) İsteğe bağlıdır. Bu işlevin çıktısını JSON şema biçiminde açıklar. Open API 3.03 Response Object'i yansıtır. Şema, işlevin yanıt değeri için kullanılan türü tanımlar. responseJsonSchema value ( Value format) İsteğe bağlıdır. Bu işlevin çıktısını JSON şema biçiminde açıklar. Şema tarafından belirtilen değer, işlevin yanıt değeridir. Bu alan response ile birlikte kullanılamaz. JSON gösterimi { "name" : string , "description" : string , "behavior" : enum ( Behavior ) , "parameters" : { object ( Schema ) } , "parametersJsonSchema" : value , "response" : { object ( Schema ) } , "responseJsonSchema" : value } Şema Schema nesnesi, giriş ve çıkış veri türlerinin tanımlanmasına olanak tanır. Bu türler nesne olabileceği gibi temel türler ve diziler de olabilir. OpenAPI 3.0 şema nesnesinin belirli bir alt kümesini temsil eder. Alanlar type enum ( Type ) Zorunlu. Veri türü. format string İsteğe bağlıdır. Verilerin biçimi. Herhangi bir değere izin verilir ancak çoğu özel bir işlevi tetiklemez. title string İsteğe bağlıdır. Şemanın başlığı. description string İsteğe bağlıdır. Parametrenin kısa bir açıklaması. Kullanım örnekleri içerebilir. Parametre açıklaması Markdown olarak biçimlendirilebilir. nullable boolean İsteğe bağlıdır. Değerin boş olup olamayacağını göste | 2026-01-13T09:29:52 |
https://ai.google.dev/gemini-api/docs/api-versions#main-content | API versions explained | Gemini API | Google AI for Developers Skip to main content / English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 Get API key Cookbook Community Sign in Docs API reference Gemini API Docs API reference Get API key Cookbook Community Overview API versions Capabilities Models Generating content Live API Live Music API Interactions API Tokens Files Batch API Caching Embeddings File search File search stores Document All methods Deprecated PaLM (decomissioned) SDK references Python Go TypeScript Java C# Home Gemini API API reference Send feedback API versions explained We have updated our Terms of Service . This document provides a high-level overview of the differences between the v1 and v1beta versions of the Gemini API. v1 : Stable version of the API. Features in the stable version are fully-supported over the lifetime of the major version. If there are any breaking changes, then the next major version of the API will be created and the existing version will be deprecated after a reasonable period of time. Non-breaking changes may be introduced to the API without changing the major version. v1beta : This version includes early features that may be under development and are subject to breaking changes. There is also no guarantee that the features in the Beta version will move to the stable version. If you require stability in your production environment and cannot risk breaking changes, you should not use this version in production. Feature v1 v1beta Generate Content - Text-only input Generate Content - Text-and-image input Generate Content - Text output Generate Content - Multi-turn conversations (chat) Generate Content - Function calls Generate Content - Streaming Embed Content - Text-only input Generate Answer Semantic retriever Interactions API - Supported - Will never be supported Configure API version in an SDK The Gemini API SDK's default to v1beta , but you can opt to use other versions by setting the API version as shown in the following code sample: Python from google import genai client = genai . Client ( http_options = { 'api_version' : 'v1alpha' }) response = client . models . generate_content ( model = 'gemini-2.0-flash' , contents = "Explain how AI works" , ) print ( response . text ) JavaScript import { GoogleGenAI } from "@google/genai" ; const ai = new GoogleGenAI ({ httpOptions : { apiVersion : "v1alpha" }, }); async function main () { const response = await ai . models . generateContent ({ model : "gemini-2.0-flash" , contents : "Explain how AI works" , }); console . log ( response . text ); } await main (); REST curl "https://generativelanguage.googleapis.com/v1/models/gemini-1.5-flash:generateContent" \ -H "x-goog-api-key: $GEMINI_API_KEY " \ -H 'Content-Type: application/json' \ -X POST \ -d '{ "contents": [{ "parts":[{"text": "Explain how AI works."}] }] }' Send feedback Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License . For details, see the Google Developers Site Policies . Java is a registered trademark of Oracle and/or its affiliates. Last updated 2025-12-18 UTC. Need to tell us more? [[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-12-18 UTC."],[],[]] Terms Privacy Manage cookies English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 | 2026-01-13T09:29:52 |
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https://fr.trustpilot.com/review/www.wix.com | Avis de wix.com | Lisez les avis marchands de www.wix.com Entreprises suggérées Shopify www.shopify.com • 4,1 k avis 1.3 Squarespace www.squarespace.com • 2,1 k avis 3.0 Hostinger hostinger.com • 60 k avis 4.7 Catégories Blog Connexion Pour les entreprises Pour les entreprises Connexion Catégories Blog Électronique & technologie Internet & logiciels Entreprise de logiciels wix.com Résumé À propos Avis Visiter le site web Écrire un avis Visiter le site web Profil revendiqué wix.com Avis 26 215 • 3,7 Entreprise de logiciels Écrire un avis Visiter le site web Écrire un avis Les entreprises qui utilisent Trustpilot ne sont pas autorisées à offrir d'incitatifs ou payer pour masquer des avis. Résumé des avis Basé sur les avis de l'entreprise, créé avec l'IA Les auteurs d'avis ont généralement une excellente expérience avec cette entreprise. Les consommateurs apprécient particulièrement le personnel pour sa gentillesse, son efficacité et son professionnalisme. Beaucoup soulignent la réactivité du service client, disponible pour résoudre les problèmes et fournir une assistance personnalisée. Les échanges sont perçus comme chaleureux et humains, avec une volonté d'aider les utilisateurs à atteindre leurs objectifs. Les personnes qui utilisent la plateforme mettent en avant sa simplicité d'utilisation et son caractère intuitif, même pour les débutants. La possibilité de créer un site web rapidement et facilement est un atout majeur. De plus, les consommateurs apprécient la diversité des fonctionnalités offertes et la possibilité de personnaliser leur site. Voir plus Sur la base de ces avis LE LEFEVRE 27 déc. 2025 Depuis des années, je compare WIX à l'ensemble des éditeurs de sites internet wysiwyg et il n'y a pas photo : WIX demeure le plus simple, le plus intuitif à prendre en main, le plus riche... Voir plus Pépite Douceur 23 déc. 2025 Wix est en constante évolution ! Cela fait plus de 3 ans que j'ai un site E-commerce chez eux et je constate que certes le prix peut être élevé, mais pas besoin de rajouter des extensions dessus. Wix... Voir plus Seb vdb 17 avr. 2025 De klantenservice staat meteen paraat om je te helpen, wat het probleem ook is. En dat met een privacygarantie waar je alleen maar respect voor kunt hebben. Chapeau! Le service clientèle est immédi... Voir plus Sarah-jane ll y a 4 jours L'interface Wix permet de créer des site très beaux et très fonctionnels à condition bien sûr d'avoir un certain talent créatif et de comprendre les fonctionnalités d'internet qui est en perpétuell... Voir plus EP emmanuelle prohom 4 janv. 2026 J'ai pris un abonnement premium essentiel l pour avoir le domaine gratuit pendant un an que j'ai enregistré avec mais en fait ce n'est pas valable pour un renouvellement . C'est évidemment uniquement... Voir plus L'entreprise a répondu JG jb gus ll y a 4 jours Je mets deux etoiles pour la qualité, l'intuitivité et les tarifs qui m'ont permis d'ouvrir mon site. J'en enlève trois parce que: -augmentation sans me prévenir de 80€ à 158€ en 2025 -augment... Voir plus NO Noémie 1 janv. 2026 J'ai choisi Wix pour le site de mon activité et je suis très satisfaites de facilité pour le prendre en main, des options proposées, des suivis des statistiques... Petit point d'amélioration, c'est... Voir plus NI Nisrine 30 déc. 2025 J'utilise Wix depuis 2021, du tout premier éditeur Wix ou nouveau d'aujourd'hui, pour mes projets personnels. Je suis un compte fan d'une artiste et je gère maintenant 3 sites sur elle grâce à Wix. J'... Voir plus julie jerolon 30 nov. 2025 Je suis très déçue, le prix de mon abonnement a terriblement augmenté alors que je n'ai besoin que des services de bases. J'ai commencé avec des abonnements de 2 ans Essentiel à moins 50% mais aujourd... Voir plus L'entreprise a répondu FL Flora Ledoux Actualisé le 20 nov. 2025 Cette réponse est fausse! Mon objectif est de permettre à vos clients de choisir un point Mondial Relay et de garder mes frais de livraison basés sur le poids des articles. Actuellement, la config... Voir plus L'entreprise a répondu CS CHA Seongjae 5 mai 2025 Sur invitation J'avais 5 ou 6 questions à poser par rapport l'édition du site paraméttre et ect. J'ai tout demandé et l'Assistant monsieur Elder Almair à été présent jusqu'à la fin alors que c'était l'heure à déj... Voir plus BD Béatrice D. 17 févr. 2025 Sur invitation Si je ne devais recommander qu'une appli, ce serait wix, après en avoir essayé plein d'autres en mode "no code". Interface parfaite (perfectible mais vraiment la meilleure qui soit selon moi), possibi... Voir plus OL Olivier 18 juil. 2025 Ras le bol des démarcheurs sur Wix qui se disent spécialistes de Wix …. Je songe vraiment à quitter cette plateforme où je ne cessent de recevoir des messages tout le temps !! . Cela m’excède consi... Voir plus L'entreprise a répondu AS Andréa Simonet-Davin Actualisé le 30 oct. 2025 Suite à une mauvaise expérience concernant un nom de domaine acheté mais inutilisable, j’ai été remboursée le lendemain. Ce qui rend ce site, à ma connaissance, le meilleur dans le domaine de la cré... Voir plus PA Pascal 16 juin 2025 Expérience décevante avec Wix. Beaucoup trop de fonctionnalités sont trop peu stables, les bugs sont fréquents et pénalisants. La plateforme donne une impression d’instabilité, ce qui complique la g... Voir plus L'entreprise a répondu MO Morgane 11 mars 2025 Sur invitation Six est a la portée de tous et offre une game de fonctionnalités vraiment large. Le véritable plus est l'assistance en cas de souci. Nous avons lao possibilité de parler avec un humain sans trop atten... Voir plus PP Pector Pol 14 mars 2025 Sur invitation Après avoir actualisé mon site, j'ai rencontré un problème technique que je ne pouvais résoudre seule. J'ai eu la chance d'avoir un agent Wix très disponible et sympathique. Après avoir résolu mon so... Voir plus SS Sahin Sandra 3 juin 2025 J'ai différents sites que j'ai créer avec WIX, mais clairement beaucoup de chose n'ont pas été pensé pour des adaptations personnelles. PIRE le plug-in Multilingue a carrément perdu ma langue et n'es... Voir plus L'entreprise a répondu Hélène PUNTIS 4 déc. 2025 J'ai créé mon site web en 2022 et j'ai apprécié le résultat très professionnel et la totale liberté de le faire évoluer en toute autonomie. Aujourd'hui, ce site sur lequel j'ai passé énormément d'h... Voir plus L'entreprise a répondu Vanessa Verrier Actualisé le 2 janv. 2026 Après plus de 10 ans d'utilisation qui m'ont satisfait (mis à part le fait qu'on ne peut pas descendre de forfait) s'est posé la question pour moi d'arrêter l'abonnement Premium. La date de fin d... Voir plus L'entreprise a répondu FO fanny ortiz de landaluce 15 août 2025 J'aurai amis 5 étoiles mais la mise à jour est arrivée et depuis il est très difficile d'utiliser le site. On peut pas modifier simplement le site internet comme avant, tout devient compliqué. Cel... Voir plus L'entreprise a répondu AN Abdelaziz Nawal 16 mars 2025 Sur invitation J'avais fait une énorme erreur en créant mon blog et je ne me suis rendu compte de ça qu'aprés avoir effectuer beaucoup de travaux dedans, heureusement que l'équipe Wix a tout de suite répondu à mon... Voir plus S. S. 27 janv. 2025 Sur invitation 5 étoiles pour l'assistance (C'était Celine). Je ne suis pourtant pas un réel client (je n'ai encore rien réglé à Wix) mais un projet de site en cours. L'assistance a été juste PARFAITE ! pendant plu... Voir plus VW Valued Wix User - Marion 23 janv. 2025 Sur invitation Service client au top ! Quel plaisir d'avoir à faire à une vraie personne humaine et chaleureuse (Millie), alors qu'aujourd'hui l'IA et les réponses automatiques envahissent les services clients... M... Voir plus UN Une néophyte 20 janv. 2025 Sur invitation Outil intuitif et très agréable à prendre en main. Assistance impeccable : répond point par point à toutes vos problématiques. Bravo à l'équipe WIX. Surtout pour les débutants et néophytes dans le dom... Voir plus LE Letisoins 23 janv. 2025 Sur invitation Cela fait plusieurs fois que j'ai le service client, en ligne ou au téléphone, et franchement, très gentils, professionnels, réactifs. Merci à Mario et à Yostin pour leur aide du mail frauduleux que j... Voir plus LS LACROIXDESIGN SA 5 févr. 2025 Sur invitation Je suis extrêmement satisfaite de Wix et de son service client, qui est toujours à l'écoute, réactif et bienveillant. Chaque interaction a été une expérience positive, avec des réponses claires et une... Voir plus AN Abdelaziz Nawal 17 mars 2025 Sur invitation J'étais tres stressée, mon blog ne s'affichais pas en ligne, l'une des expertes Wix m'a prise en charge pendant plus d'heure à essayer de voir ou est le probléme car de mon coté mais connaissance son... Voir plus VW Valued Wix User Lydie 14 févr. 2025 Sur invitation Je suis très satisfaite par rapport aux réponses apportées par l'assistant technique. Malgré le problème non résolu tout de suite, il me sera apporté une réponse au plus tard demain. L'accueil du chat... Voir plus VW Valued Wix User 12 mars 2025 Sur invitation Parfait pour créer son site soi-même, qu'il soit marchand ou informatif seulement. J'étais novice et le site est intuitif. Je l'ai eu rapidement en main. Aussi, l'assistance est efficace et sympa à l... Voir plus VW Valued Wix User Sma 13 mars 2025 Sur invitation L'un des points forts de cette entreprise c'est qu'elle réussi à mettre à la portée de tout le monde un domaine qui est très technique : la création et l'administration de sites internet. Un grand bra... Voir plus Charline Lancel 12 févr. 2025 Sur invitation Je suis ravie du service assistance de Wix, ravie de pouvoir les joindre quand je travaille la nuit. De mon expérience je peux témoigner que 95% de mes problèmes ont été résolus par l'assistance wix.... Voir plus House Apero 3 oct. 2025 Au départ, j’ai commencé avec Wix sans problème et je suis resté chez eux pendant 5 ans. Mais chaque année, je constate une augmentation de leurs tarifs : j’étais à 180 €, et aujourd’hui j’en suis à... Voir plus L'entreprise a répondu HA Hannah 30 janv. 2025 Sur invitation L'expérience avec l'assistante Céline fut tout simplement parfaite. Elle a répondu à ma demande de manière claire avec beaucoup de gentillesse. En plus j'ai reçu de nombreux conseils. Merci Céline pou... Voir plus DL Dominic LR 19 mars 2025 Sur invitation Renato le Best in the West! Je remercie Renato de m'avoir aidé à solutionner mon problème qui provenait d'une fonction moins intuitive de la plateforme Wix. Je recommande que Renato soit promu dans la... Voir plus VW Valued Wix User Suzie 11 mars 2025 Sur invitation Je suis en train de créer mon premier site professionnel, la plateforme Wix est vraiment très intuitive même pour une débutante de 50 ans comme moi! Et quand on n'y arrive pas, il suffit de demander d... Voir plus Les Epices DeLACO 23 déc. 2025 Novice dans la création de site, Wix m'a permis de publier plusieurs versions de mon site jusqu'à la version final. Mélina 15 nov. 2025 J'ai jamais vu un éditeur aussi peu qualitatif. À s'en arracher les cheveux. J'ai passé 5h dessus, lorsque je ré-ouvre l'éditeur, j'ai un amas de blocs XXXL des écritures les une sur les autres.... Voir plus L'entreprise a répondu PC Philippe Christin 11 déc. 2025 Trop cher. Ca augmente chaque année de manière exponentielle. Cette année j'arrête et je recommande à tous d'aller voir la concurrence L'entreprise a répondu D- Daphné - Valued Wix User 18 févr. 2025 Sur invitation Cela fait quelques années maintenant que j'ai commencé à utiliser Wix, d'abord pour une page pro pour ma famille puis pour moi-même. Après un petit temps de prise en main, c'est relativement facile de... Voir plus NC Nathalie Chassagne Actualisé le 30 déc. 2025 Les premières années tout était parfait. Puis de nombreux changements ont été effectués modifiant sans cesse le site, me donnant toujours plus de travail pour tout refaire. Par exemple les images qu... Voir plus L'entreprise a répondu Classe 24 déc. 2025 Il permet de trouver les informations sur les établissement éducatifs en Haïti. Il permet de boostez la visibilité des établissements et attirer plus d’étudiants grâce à des solutions de marketing éd... Voir plus GS Geneviève Silvestro Actualisé le 5 oct. 2025 Il ya quelques mois encore, j'aurais mis 5 étoiles 🌟 pour la facilité d'utilisation de wix, la possibilité de développer son blog, et sa version gratuite. Cela faisait plusieurs années que j'écriva... Voir plus L'entreprise a répondu MW mike warg 25 déc. 2025 J'ai le contrôle total sur mon site. Je peut le modeler exactement comme je le souhaite. C'est simple d'utilisation pour un budget raisonnable Wo Actualisé le 28 nov. 2025 Je recommande fortement Wix Très bon référencement et positionnement. Je suis bien mieux positionné que WordPress. Indexation éclaire ! Contrairement à ce qui est dit sur internet vitesse mobi... Voir plus Voir tous les avis ( 26 215 ) Nous vérifions les avis À propos de l'entreprise Souscription Trustpilot active Entreprise de logiciels Services aux entreprises Fournisseur de solution e-commerce Designer web Service d'hébergement de sites web Concepteur de sites web À propos de wix.com Écrit par l'entreprise About Us Wix is a leading website builder platform used by millions in over 190 countries to create, manage, and grow a complete online presence. Whether you're an individual, small business, or large enterprise, Wix makes it easy to build any kind of website—eCommerce, blog, portfolio and more—without any coding or design skills. You can start with an AI-generated site tailored to your needs or choose a professionally designed template. From there, Wix’s intuitive drag and drop editor gives you full creative control to customize every detail. Wix also lets you sell products, services and even event tickets, while built-in marketing tools, data analytics and advanced SEO help you grow your business. Powerful AI tools assist in generating consistent content, enhancing images, creating SEO tags and building branded marketing materials—all designed to help you work faster and smarter. Whatever your goal, Wix provides the tools to help you achieve it. Our main features include: Intuitive drag and drop editor Professionally-designed, mobile-optimized website templates Multi-cloud web hosting to keep your site up and running smoothly The ability to search and register a domain name Smart content creation – Generate tailored text, product descriptions, emails and ads with just a few prompts Visuals made easy – Instantly enhance, edit or create branded images and videos eCommerce platform to manage products, inventory, shipping and more Over 100 secure payment solutions including leading providers like Wix Payments, Stripe, Square, or digital wallets like Apple Pay, Alipay, PayPal, and more Online scheduling software that lets you manage your appointments, auto-reminders, clients, staff and more—from one dashboard Built-in marketing suite and SEO tools – Get personalized layout suggestions and performance insights Wix Owner (mobile) app that lets you run and grow your business on the go Full blogging capabilities to help you grow a loyal community and monetize content Branding tools like a logo maker, custom email and more 24/7 customer care team Take your business where it needs to go with: Wix Design Wix eCommerce Platform Inspiration by Real Wix Users Wix Robust SEO Tools Wix.com Écrit par l'entreprise Coordonnées de contact 500 TERRY A FRANCOIS BLV, 94158, San Francisco, Etats-Unis www.wix.com/contact www.wix.com 3,7 Moyen 26 k avis 5 étoiles 4 étoiles 3 étoiles 2 étoiles 1 étoile Comment le TrustScore est-il calculé ? A répondu à 89 % de ses avis négatifs Répond généralement dans un délai de 24 heures Comment cette entreprise utilise Trustpilot Les gens ont aussi consulté Shopify www.shopify.com 1.3 (4 k) Squarespace www.squarespace.com 3 (2 k) Hostinger hostinger.com 4.7 (60 k) GoDaddy www.godaddy.com 4.5 (131 k) Webador webador.com 4.2 (15 k) WordPress.com www.wordpress.com 3.5 (4 k) Shopify www.shopify.co.uk 1.1 (1 k) Base44 base44.com 1.8 (265) 3,7 Tous les avis Total : 26 215 ● Écrire un avis 5 étoiles 74 % 4 étoiles 3 % 3 étoiles 1 % 2 étoiles 2 % 1 étoile 20 % Comment Trustpilot attribue un statut aux avis Plus de filtres Les plus récents Avis et profil fusionnés En savoir plus Ce profil a été fusionné avec un ou plusieurs autres profils Trustpilot appartenant à cette entreprise. Certains avis affichés ici provenaient à l'origine d'un autre profil, mais sont désormais regroupés au même endroit. Les profils peuvent être fusionnés pour plusieurs raisons, telles que des domaines identiques, une nouvelle image de marque ou un changement de propriétaire. En savoir plus NS Nicolas S FR • 2 avis Il y a un jour mon compte est suspendu sans… mon compte est suspendu sans explication, pour des raisons de campagne de mails alors que je n'en fais pas, je passe par brevo.... pas d'explication 11 janvier 2026 Avis spontané ST Stephane FR • 1 avis ll y a 3 jours bien faits .. mais attention aux pratiques abusives Les modèles de sites Wix sont plutôt bien faits, assez faciles à utiliser. Par contre, attention aux pratiques commerciales abusives de Wix. Par exemple, il faut savoir que fermer un site chez eux ne suffit pas à désactiver les abonnements qui étaient actifs pour ce site. Subtil et non indiqué dans les conditions générales de vente. Du coup, j'ai été facturé un an d'abonnement à un service qui ne sert pas et Wix ne veut rien savoir. Dommage ... 24 décembre 2025 Avis spontané JG jb gus FR • 15 avis ll y a 4 jours ATTENTION Je mets deux etoiles pour la qualité, l'intuitivité et les tarifs qui m'ont permis d'ouvrir mon site. J'en enlève trois parce que: -augmentation sans me prévenir de 80€ à 158€ en 2025 -augmentation de 158€ à 201€ en me prévenant deux semaines à l'avance -Le service client passe par une IA qui plante au bout de 15mn de recherche puis vous renvoi vers un conseillé que j'attends toujours -J'en remets une couche pour le côté sournois des augmentations de tarif complètement injustifiées -Manque de transparence et de communication avec ceux qui les font vivre résumé: Super au début mais à fuire pour ceux qui pensent faire une affaire, surveillez de très près ce que font ces gens ou vous serez leur vaches à lait, merci mais non merci, plus pour moi après 8ans de bons et loyaux service (les deux dernières années manquent clairement de loyauté mais je ne vais pas remodeler une expression hein!) 9 janvier 2026 Avis spontané Stéphane Pille FR • 1 avis ll y a 4 jours Lamentable...… Une société ou apparement il n'y a pas de lien entre le service client et le service comptable comme beaucoup d'avis que j'ai pu lire un prélèvement douteux sur mon compte bancaire pour une soit disant tacite reconduction pour laquelle je n'ai jamais été averti (is disent évidemment l'avoir envoyé mais sans s'assurer que le destinataire avait bien reçu le mail car pour des envois massifs les mails de ce genre sont bloqués), le pire c'est qu'ils répondent aux avis ici même et ils sont incapable de donner une date précise de remboursement , ils feraient mieux d'embaucher des comptables au lieu d'embaucher des community managers pour répondre aux avis négatifs 9 janvier 2026 Avis spontané Sarah-jane FR • 27 avis ll y a 4 jours abonnement premium devenu trop cher! L'interface Wix permet de créer des site très beaux et très fonctionnels à condition bien sûr d'avoir un certain talent créatif et de comprendre les fonctionnalités d'internet qui est en perpétuelle évolution. Le prix de l'abonnement est malheureusement lui aussi soumis à une perpétuelle évolution qui exclu toute personne désirant faire la promotion de sa petite activité. L'augmentation de mon abonnement premium ce mois-ci fait passer le prix de mon site de 144.00€ à 201.60€ soit une augmentation de 57,60€. Pour un petit auto-entrepreneur, c'est énorme! Je cherche une autre plateforme de création en espérant que ce marché s'ouvre rapidement à la concurrence. A moins que wix ne propose des remises à ses clients fidèles, il ne me sera pas possible de continuer avec cette plateforme. Dommage car c'est bien entendu la meilleure. 8 janvier 2026 Avis spontané CC Chtte Castle FR • 3 avis ll y a 6 jours Fuyez Abonnement payé par carte, ils m'ont reconduit l'année suivante avec une belle augmentation de 157 à 360... Impossible de gérer les autorisations de paiement sur leur site, aucun sav, aucun recours. Je vous laisse vous renseigner sur les retours d'expérience ces 6 derniers mois... Pratiques lamentables, à la limite de la fraude (petit plus, société basée en Israël) 7 janvier 2026 Avis spontané LY lychar FR • 5 avis 4 janv. 2026 Augmentation de plus de 100 % du forfait sans amélioration notable après plus de 10 ans chez WIX Client Wix depuis 2014, je suis très déçu par l’évolution de leur politique tarifaire. En février 2021, je payais 99 € par an pour mon forfait. En 2025, ce même forfait (Light) m’a coûté 158,40 € TTC. Wix m’annonce désormais un renouvellement à 201,60 € TTC en février 2026. Cela représente une augmentation de plus de 100 % (+103 %) en cinq ans, dont près de +30 % sur la dernière année seulement, sans amélioration fonctionnelle significative pour un simple site vitrine. Le point le plus problématique reste la méthode : la hausse m’a été notifiée moins d’un mois avant le renouvellement, me plaçant dans une situation contrainte, sans possibilité réaliste d’anticiper une migration sereine. Le support m’a confirmé qu’il s’agit d’une “réévaluation tarifaire” sans alternative ni geste commercial. On est très loin de l’inflation réelle. Il s’agit clairement d’une stratégie de hausse progressive imposée aux clients fidèles, une fois qu’ils sont dépendants de la plateforme. Après plus de 10 ans chez Wix, cette approche me semble peu respectueuse et conduit naturellement à envisager un départ, non par manque de qualité technique, mais par perte de confiance. 3 janvier 2026 Avis spontané sci les fauconniers FR • 1 avis 4 janv. 2026 Honteux Honteux , Encore un entreprise qui ne respecte pas la loi chatel qui fait des tacites reconductions sans avertir clairement les clients , une politique de remboursement catastrophique une attente interminable tout pour vous décourager , à fuir même si le service proposé est pas trop mal 4 janvier 2026 Avis spontané Réponse : wix.com ll y a 6 jours Bonjour, Merci d'avoir pris le temps d'écrire un commentaire sur vos pensées et votre expérience concernant Wix. La loi Chatel est une loi qui oblige les entreprises avec lesquelles vous avez une reconduction tacite d'abonnement de vous informer dans un délai minimum de 15 jours avant le renouvellement. Wix envoie un email au moins 30 jours avant le renouvellement du forfait pour vous indiquer que ce dernier est imminent et vous donner l'opportunité d'annuler votre renouvellement à partir de votre tableau de bord, et les conditions de renouvellement des abonnements sont clairement indiquées dans nos Conditions d'utilisation que vous avez acceptées lors de la validation de l'achat initiale. En vous remerciant pour votre compréhension. Cordialement, Mathilde – Équipe Wix EP emmanuelle prohom FR • 3 avis 4 janv. 2026 domaine gratuit : FAUX J'ai pris un abonnement premium essentiel l pour avoir le domaine gratuit pendant un an que j'ai enregistré avec mais en fait ce n'est pas valable pour un renouvellement . C'est évidemment uniquement précisé en tout petit et dans le FAQ . Encore faut-il le lire. Donc méfiance car vous allez payer en plus le domaine !!! 4 janvier 2026 Avis spontané Réponse : wix.com ll y a 6 jours Bonjour, Merci d'avoir pris le temps d'écrire un commentaire sur vos pensées et votre expérience concernant Wix. Les bons d'achat pour un domaine gratuit pendant un an sont valables pour l'achat initial d'un domaine ou pour le transfert d'un domaine externe sur Wix et seulement pour la première année de facturation. En vous remerciant pour votre compréhension. Cordialement, Mathilde – Équipe Wix FB FB FR • 2 avis Actualisé il y a 6 jours À FUIR Client de Wix depuis 2017 Soit 8ans, notre entreprise a fermée en novembre 2025. Nous avons annulé donc le forfait annuel qui pour nous annulait tout contrat chez eux. En décembre, ils nous ont prélevé 360€ le forfait 2026! Malgré nos demandes de remboursement RIEN n'a été remboursé car ces gens là ne se soucient guère du social et de l'humain derrière leur CGV UNE ENTREPRISE qui ferme n'est pas leur problème et prélever un forfait pour rien aussi! En résumé le site à fermé mais il reste actif jusqu'à décembre 2026! JE VOUS DÉCONSEILLE CET HÉBERGEMENT DE SITE ! Au passage : 6 mails envoyés et 6 personnes différentes qui répondent. A FUIR..... Leur réponse ci dessous confirmé exactement ce que je dit..... Et comme vous le voyez à AUCUN moment ces gens là ne parlent de remboursement ! Je rappelle que l'abonnement 2026 payé et prélevé est pour un site qui n'existe plus depuis novembre 2025..... Ils jouent sur les mots le site a bien été desassocie mais pas annulé.... Une vrai ESCROQUERIE ! 10 décembre 2025 Avis spontané Réponse : wix.com Actualisé il y a 6 jours Bonjour, Merci d'avoir pris le temps d'écrire un commentaire sur vos pensées et votre expérience concernant Wix. Les abonnements Wix sont configurés pour se renouveler dans un délai maximum de trois semaines avant leur date d'expiration pour éviter toute interruption des services. Ceci est mentionné dans les Conditions d'utilisation que vous avez acceptées lors de la validation de l'achat initial. Un email de notification de renouvellement est également envoyé au moins un mois avant ce renouvellement sur l'adresse propriétaire du compte pour vous permettre d'annuler le renouvellement automatique en cas de besoin. Si le renouvellement automatique de votre abonnement n'a pas été annulé, celui-ci se renouvellera dans les conditions mentionnées ci-dessus. Annuler un renouvellement automatique devrait afficher une banderole jaune à côté de votre abonnement sur votre tableau de bord. Si cette banderole n'apparait pas, c'est probablement parce que vous avez désassocié votre forfait de votre site plutôt que d'annuler le renouvellement automatique. En ce qui concerne les conditions de remboursement, les forfaits prémiums Wix ne sont remboursables que pendant les 14 jours suivant leur achat initial. Les renouvellements de forfaits ne sont pas inclus dans cette politique qui est également détaillée dans nos Conditions d'utilisation. En vous remerciant pour votre compréhension. Cordialement, Mathilde – Équipe Wix Vanessa Verrier FR • 1 avis Actualisé le 2 janv. 2026 Attention à bien lire les conditions générales Après plus de 10 ans d'utilisation qui m'ont satisfait (mis à part le fait qu'on ne peut pas descendre de forfait) s'est posé la question pour moi d'arrêter l'abonnement Premium. La date de fin de forfait était le 2 janvier 2026, je me suis dit que je m'en occuperai aux vacances de Noël. Le 22 décembre, me sont débitées par CB 360€ pour 2026-2027 sans autorisation de ma part. Je demande l'arrêt de l' abonnement et le remboursement des 360€. Notons que Wix a augmenté en plus son tarif de 316€ à 360€. Ils refusent en me disant que j'ai accepté les conditions générales de vente et que j'ai reçu un mail pour me prévenir en novembre. Je n'ai pas vu ce mail . Ces conditions générales permettent tout à Wix : augmenter les tarifs, renouveler l'abonnement et des conditions qui font que tout était en ma défaveur pour être remboursée. Ma carte bancaire a été mémorisée par Wix l'année précédente pour un abonnement Premium, c'est pourquoi Wix a pu me débiter mon compte sans autorisation. Ils m'ont répondu que j'avais accepté les conditions générales et qu'on ne peut plus annuler l'abonnement pour l'année suivante 14 jours avant la fin de l'année en cours. Je ne souhaitais plus utiliser Wix et ils m'oligeaient à payer un an supplémentaire que je n'utiliserai pas, en effet, j'ai résilié 9 jours avant le 2 janvier 2026, début du nouvel abonnement. Le 24 décembre 2025, j'ai du faire une contestation auprès de ma banque pour être remboursée et menacer Wix de leur mettre un mauvais avis sur internet. Le remboursement vient d'être effectué sur mon compte de 340€ sur les 360 € déboursés. Cela m'a causé beaucoup de tracas. 22 décembre 2025 Avis spontané Réponse : wix.com ll y a 6 jours Bonjour, Merci d'avoir pris le temps d'écrire un commentaire sur vos pensées et votre expérience concernant Wix. Je voudrais commencer par préciser qu'il est tout à fait possible de changer sur un forfait inférieur à partir de votre tableau de bord. Vous trouverez les instructions dans l'article suivant : https://support.wix.com/fr/article/changer-votre-forfait-premium Concernant le renouvellement de votre abonnement, vous consentez au renouvellement automatique de celui-ci lors de la validation de votre achat initial. Il est indiqué en dessous du bouton de validation d'achat ainsi que dans nos Conditions générales que les abonnements sont programmés pour se renouveler au maximum trois semaines avant leur date d'expiration pour éviter toute interruption. Nous aimerions pouvoir entrer en contact avec vous pour mieux comprendre votre expérience. Nous vous avons envoyé un e-mail sur l'adresse email de votre compte Wix. Nous espérons avoir une réponse rapide de votre part. En vous remerciant pour votre compréhension. Cordialement, Mathilde - Équipe Wix NO Noémie FR • 5 avis 1 janv. 2026 Très contente J'ai choisi Wix pour le site de mon activité et je suis très satisfaites de facilité pour le prendre en main, des options proposées, des suivis des statistiques... Petit point d'amélioration, c'est le tarif pour le emailing. Premier forfait pour 500 emailings, je trouve que c'est un peu court surtout pour 14€ par mois. Mais global, j'adore utiliser Wix au quotidien. 1 janvier 2026 Avis spontané WOLF STONE PROD FR • 1 avis 31 déc. 2025 Honteux scandaleux Bonjour, Catastrophique, honteux, scandaleux, je déconseille absolument cette société, attention à la manière de procéder. Ils prélèvent des abonnements bien avant les dates de validation des renouvellements et refusent de rembourser les sommes prélevées le 27 décembre 2025 pour un abonnement du 16 janvier 2026 au 16 janvier 2027. Sachant que durant l'année aucun site n'a pu être créé tellement il est compliqué d'utiliser leur plateforme. Malgré un contact avec le support , rien à faire , je vais leur arranger leur réputation sur les réseaux sociaux. Tous les éventuels clients qui pourraient choisir Wix vont savoir qu'il ne faut surtout pas travailler avec ces gens là... Ils perdront beaucoup plus que mais 489,60 € ponctionnés à tort.... 27 décembre 2025 Avis spontané Réponse : wix.com ll y a 6 jours Bonjour, Merci d'avoir pris le temps d'écrire un commentaire sur vos pensées et votre expérience concernant Wix. Les abonnements Wix sont configurés pour se renouveler dans un délai maximum de trois semaines avant leur date d'expiration pour éviter toute interruption des services. Ceci est mentionné dans les Conditions d'utilisation que vous avez acceptées lors de la validation de l'achat initial. Un email de notification de renouvellement est également envoyé au moins un mois avant ce renouvellement sur l'adresse propriétaire du compte pour vous permettre d'annuler le renouvellement automatique en cas de besoin. Si le renouvellement automatique de votre abonnement n'a pas été annulé, celui-ci se renouvellera dans les conditions mentionnées ci-dessus. En vous remerciant pour votre compréhension. Cordialement, Mathilde – Équipe Wix LS LSM FR • 13 avis 31 déc. 2025 Comme de nombreux clients Comme de nombreux clients, je suis extrêmement déçue des pratiques de WIX. Ils m'ont débité la somme de 1178 € par l'intermédiaire de PayPal sans que je valide l'opération. Et bien sûr, ensuite ils refusent le remboursement. C'est scandaleux, ce sont des pratiques pas honnêtes du tout. D'autant que leurs tarifs ont plus que doublé, on serait en droit de s'en aller sans pénalité. Je ne recommande pas du tout 31 décembre 2025 Avis spontané Réponse : wix.com 31 déc. 2025 Bonjour, Merci d'avoir pris le temps d'écrire un commentaire sur vos pensées et votre expérience concernant Wix. Nous aimerions pouvoir entrer en contact avec vous pour mieux comprendre votre expérience et savoir comment nous pouvons vous aider. Notez que les services Wix sont programmés pour se renouveler automatiquement à la fin de la période de souscription afin d'éviter toute interruption de service. Ceci est expliqué dans nos conditions générales que vous avez acceptées lors de votre achat initial. Nous vous avons envoyé un e-mail via Trustpilot afin d'obtenir plus d'informations sur la situation à laquelle vous êtes confronté et de comprendre comment nous pouvons vous aider au mieux. Veuillez nous confirmer l'adresse mail utilisée pour vous connecter à votre compte Wix s'il vous plaît. Nous espérons avoir une réponse rapide de votre part. Cordialement, Mathilde – Équipe Wix NI Nisrine FR • 1 avis 30 déc. 2025 Wix. Meilleur éditeur site web gratuit J'utilise Wix depuis 2021, du tout premier éditeur Wix ou nouveau d'aujourd'hui, pour mes projets personnels. Je suis un compte fan d'une artiste et je gère maintenant 3 sites sur elle grâce à Wix. J'ai pourtant beaucoup cherché au niveau des éditeurs qui existent pour ce que je veux faire mais Wxi restait le meilleur de tous, grâce à sa version gratuite qui a beaucoup de fonctions. On peut réussir avec notre site, même si c'est la version gratuite. L'équipe de Wix est parfaite également, elle a toujours su trouver une solution à mon problème et en prime je reçois des compliments de leur part, ce qui donne du baume au coeur. 31 décembre 2024 Avis spontané Ulysse Roux FR • 1 avis 29 déc. 2025 Politique de renouvellement automatique prohibitif J'ai eu une très mauvaise expérience avec le renouvellement automatique de leur forfait. Aucun message de relance, ne rembourse pas dans la limite des 14 jours... car il s'agit d'un renouvellement. Par contre, ils augmentent les tarifs et ne vous laissent pas le choix d'accepter ou non leur prélèvement. 24 décembre 2025 Avis spontané Réponse : wix.com 30 déc. 2025 Bonjour, Merci d'avoir pris le temps d'écrire un commentaire sur vos pensées et votre expérience concernant Wix. Nous aimerions pouvoir entrer en contact avec vous pour mieux comprendre votre expérience et savoir comment nous pouvons vous aider. Nous vous avons envoyé un e-mail sur l'adresse email de votre compte Wix. Nous espérons avoir une réponse rapide de votre part. Cordialement, Mathilde - Équipe Wix ZE ZELDAZONK CH • 3 avis 28 déc. 2025 Tarifs prohibitifs Les tarifs vont ENCORE augmenter en 2026, c'est vraiment scandaleux. Et ce sans aucune raison. Mon abo va passer de 285.38 EUR à 324.30 EUR! Je pense que je vais finir par annuler mon compte. 28 décembre 2025 Avis spontané Réponse : wix.com 30 déc. 2025 Bonjour, Merci d'avoir pris le temps d'écrire un commentaire sur vos pensées et votre expérience concernant Wix. Nous aimerions pouvoir entrer en contact avec vous pour mieux comprendre votre expérience et savoir comment nous pouvons vous aider. Nous vous avons envoyé un e-mail via Trustpilot afin d'obtenir plus d'informations sur la situation à laquelle vous êtes confronté et de comprendre comment nous pouvons vous aider au mieux. Veuillez nous confirmer l'adresse mail utilisée pour vous connecter à votre compte Wix s'il vous plaît. Nous espérons avoir une réponse rapide de votre part. Cordialement, Mathilde - Équipe Wix LE LEFEVRE FR • 5 avis 27 déc. 2025 Le meilleur des éditeurs de sites internet Depuis des années, je compare WIX à l'ensemble des éditeurs de sites internet wysiwyg et il n'y a pas photo : WIX demeure le plus simple, le plus intuitif à prendre en main, le plus riche et le plus fun d'entre eux en termes d'outils de création ; c'est un vrai plaisir de créer des pages web sur WIX. J'ai ôté une étoile à cause de la version mobile, qui nécessite différentes retouches manuelles pour obtenir un rendu correct, quand cette version est obtenue automatiquement de la version PC : c'est un point à améliorer. Quelques principes de base pour bien commencer : - créer des pages dites "dynamiques" et non "statiques", source de beaucoup d'erreurs quand le nombre de pages du site devient conséquent. - ne pas abuser de types de fontes sur une même page - intégrer les designs que vous réemployez souvent dans "Mes designs" (clic droit : "enregistrer dans mes designs"). - Si vous créez votre site à partir de la version PC, vérifiez souvent la version mobile qui est créée automatiquement à partir de celle-ci. 27 décembre 2025 Avis spontané MW mike warg FR • 6 avis 25 déc. 2025 J'ai le contrôle total sur mon site J'ai le contrôle total sur mon site. Je peut le modeler exactement comme je le souhaite. C'est simple d'utilisation pour un budget raisonnable 25 décembre 2025 Avis spontané BE Ben FR • 1 avis 25 déc. 2025 Outil très avancé et facile… Outil très avancé et facile d'utilisationo 25 décembre 2025 Avis spontané Précédent 1 2 3 4 Page suivante L’expérience Trustpilot Nous sommes ouverts à tous Tout le monde peut écrire un avis Trustpilot. Les auteurs d'avis peuvent les modifier ou les supprimer à tout moment et les avis sont affichés tant que les comptes utilisateurs respectifs sont actifs . Avis vérifiés Les entreprises peuvent utiliser nos invitations automatiques pour collecter des avis. Ils sont accompagnés du statut « Vérifié » pour indiquer qu'il s'agit d'expériences authentiques. En savoir plus sur les différents types d'avis. Nous combattons les faux avis Nous avons des personnes dédiées et des technologies intelligentes pour nous aider à protéger notre plateforme. Découvrez comment nous combattons les faux avis . 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https://www.linkedin.com/posts/starshot-software_starshotsoftware-healthcareit-healthcaresoftware-activity-7415365323358560256-m2C0 | #starshotsoftware #healthcareit #healthcaresoftware #digitalhealth #healthtech #softwaredevelopment #b2btech #productdevelopment | Starshot Software Agree & Join LinkedIn By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . Skip to main content LinkedIn Top Content People Learning Jobs Games Sign in Join now for free Starshot Software’s Post Starshot Software 1,529 followers 3d Report this post The start of the year is when healthcare teams lock in roadmaps, budgets, and build decisions that will shape the year ahead. But before those plans turn into commitments, ask yourself: Are we actually ready to build healthcare-grade software? Our Healthcare Dev Readiness Kit helps teams like yours evaluate preparedness for regulated healthcare development, spot common in-house miscalculations, and avoid four expensive mistakes that can derail projects even with strong teams. Don’t risk another year of expensive setbacks. Before you commit to another year of healthcare development, make sure your foundation is ready. Download the kit here: https://lnkd.in/gznGPMTC #StarshotSoftware #HealthcareIT #HealthcareSoftware #DigitalHealth #HealthTech #SoftwareDevelopment #B2BTech #ProductDevelopment 4 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in More Relevant Posts The CEO Views 3,111 followers 2w Report this post 🚀 Discover the top trends shaping healthcare software development in 2026—from smarter tech to better patient outcomes 🏥💻 Stay ahead of innovation and digital transformation in healthcare 📊 Read More: https://lnkd.in/gZ4rFN88 #HealthcareTech #DigitalHealth #SoftwareDevelopment 5 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Maxim Pashchenko 6d Report this post In healthcare software, time works differently. Decisions that seemed reasonable a year ago often show their real impact much later. An integration added in a hurry. A dependency chosen because it was “good enough at the time.” A constraint everyone agreed to revisit later. Most of these choices don’t cause immediate problems. The product keeps working. Teams adapt. Workarounds appear. But over time, those early decisions start shaping what the system can and cannot do. They influence how fast changes can be made, how stable the product feels, and how much risk each new update carries. That’s one of the hardest parts of building healthcare software. You’re rarely dealing with today’s choices alone. You’re living with yesterday’s ones. #healthtech 6 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Incentive Support Services 79 followers 3w Report this post Healthcare software should support staff rather than slow them down. When systems feel complex or unintuitive, productivity and confidence are affected. Incentive Support Services works with organisations to improve how systems are configured and used. Our work focuses on: • Reviewing workflows against system functionality • Simplifying processes where possible • Supporting configuration improvements • Providing practical guidance for users When systems align with real workflows, teams can focus more fully on patient care. 1 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Tej Vij 2d Report this post Most RCM software fails not because of bad technology… but because it’s built without understanding real operations. True revenue cycle success comes when technology aligns with: • Workflow ownership • Human behavior • Financial accountability The next wave of healthcare tech will not be about more features — it will be about fewer failures in execution. #HealthTech #RCMSoftware #HealthcareInnovation #DigitalHealth #HealthcareIT #USHealthcare #HealthcareLeadership #RevenueCycle 3 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Incentive Support Services 79 followers 1w Report this post Software integration in healthcare is rarely straightforward. Systems must align with clinical workflows, regulatory requirements, and operational realities. Incentive Support Services provides hands on support to ensure healthcare software environments are reliable, connected, and usable. We assist organisations by: • Supporting software integration across clinical systems • Resolving data quality and migration challenges • Improving visibility through meaningful reporting • Acting as a practical extension of internal teams Our focus is on making systems easier to use, easier to trust, and better aligned with patient care. 7 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Hemang Dave, PMP® 3w Report this post Healthcare apps fail when different tools and systems are not integrated.. Most hospitals already use billing tools, lab systems, and scheduling software. So the real challenge is not adding new features... it is about making existing systems work together without breaking operations. In this video, I share 3 questions every healthcare leader should ask before choosing a tech partner. If you are dealing with disconnected tools or planning changes in your healthcare tech stack, this will help. For similar discussions or to know more, feel free to reach out at info@tech91.digital #Healthtech , #HealthcareSoftware , #DigitalHealth , #WebApplications , #TechForHealthcare #tech91digital #davehemang …more 15 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Blueberry Health 33 followers 1w Report this post 📘 Thought leadership in healthcare software development From NHS integrations to patient care systems, the Blueberry Health blog covers real-world insights into building secure, scalable, and effective healthcare technology. 🔗 Read the latest articles: https://lnkd.in/dvrZfVR6 #HealthcareInnovation #HealthTech #DigitalTransformation #BlueberryHealth 1 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Medalph 16 followers 1w Report this post What most founders misunderstand about healthcare SaaS. It’s not a fast-moving market. It’s not driven by novelty. And it’s not won by feature count. Healthcare software succeeds when it fits into real workflows, earns trust slowly, and causes as little disruption as possible. Speed matters. But stability and reliability matter more. #Healthcare #HealthTech #MedicalSoftware 5 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in ENT-Cloud 85 followers 4d Report this post At ENT-Cloud, we talk to practices every day, and these five areas keep coming up as keys to smoother workflows: 1️⃣ Streamlined documentation powered by clinician-centric tools 2️⃣ Automation that genuinely supports daily tasks 3️⃣ Integrated billing & coding workflows 4️⃣ Real-time compliance and reporting 5️⃣ Better technology + better support = happier teams 👉 Want deeper insights on each of these? Our latest on-demand webinars explore these topics with actionable takeaways for administrators and clinicians: https://hubs.ly/Q03ZDJzw0 Which one of these is your priority this quarter? Let us know! ⬇️ #PracticeManagement #HealthTech #EHRSuccess #PhysicianSupport Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Soluntech 13,784 followers 4w Report this post 𝗛𝗲𝗮𝗹𝘁𝗵𝗰𝗮𝗿𝗲 𝗶𝘀𝗻’𝘁 𝗯𝗿𝗼𝗸𝗲𝗻. 𝗜𝘁’𝘀 𝗼𝘃𝗲𝗿𝗹𝗼𝗮𝗱𝗲𝗱. Clinicians are drowning in documentation, follow-ups, fragmented systems, and manual workflows. It’s not a capacity issue. It’s an intelligence issue. The next generation of healthcare tools needs to do more than store information. They need to think with the clinician. We’re helping teams build platforms that: → Automate care plans, assessments, audits, and documentation → Deliver smart workflow recommendations from client data → Track tasks and follow-ups without manual oversight → Keep every record secure and HIPAA-compliant → Expand into billing, invoicing, or staff scheduling when needed This isn’t about adding software. It’s about creating systems that give clinicians their time back and elevate the quality of care they deliver. At Soluntech, we design healthcare applications that learn, guide, and support— so clinical teams can focus on what matters most. If you could redesign your workflow from scratch, what would you automate first? Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in 1,529 followers View Profile Connect More from this author The Value of Frictionless User Onboarding Starshot Software 3y Should Your Company Outsource? 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https://ca.trustpilot.com/review/damnmodz.com | DamnModz Reviews | Read Customer Service Reviews of damnmodz.com Categories Blog Log in For businesses For businesses Log in Categories Blog Events & Entertainment Gaming Gaming service Provider DamnModz Summary About Reviews Visit website Write a review Visit website Claimed profile DamnModz Reviews 3,639 • 4.9 Gaming service Provider Write a review Visit website Write a review Companies on Trustpilot aren't allowed to offer incentives or pay to hide reviews. Review summary Based on reviews, created with AI Reviewers overwhelmingly had a great experience with this company. Customers consistently praise the company's service, highlighting its quality and the team's commitment to ensuring customer satisfaction. Consumers appreciate the prompt response times and the efficiency with which their orders are handled. The products consistently meet expectations, and the user experience is generally considered seamless and enjoyable. People express confidence in the company's staff, noting their helpfulness and professionalism. Reviewers feel secure entrusting their accounts to the company, citing the team's respectfulness and trustworthiness. The clear and friendly communication throughout the process is another aspect that consumers value highly, further solidifying their trust in the business. See more Based on these reviews PC Promising Customer Dec 28, 2025 Verified Fast Run Service Completed Within 24 Hours Of Putting In The Order. Damnmodz Is A Very Trust Worthy Website Recommended To All New Customers. The Owner Is Very Nice, Their AI Text-Chat Is Very Helpful... See more Company replied AC ACE Jan 5, 2026 Verified I chose to get the service to get my characters gun leveled up to max and also the class assignment maxed out. I ordered during the holidays and the team at DamnModz was able to knock it out for me. G... See more Company replied OS Oscar Dec 31, 2025 Verified I purchased GTA cash and a rank up, and it was exactly what I asked for. This is my 2nd time requesting mods and I’ll definitely be back again. Great communication, very friendly and they kept me upda... See more Company replied HZ H z Dec 28, 2025 I got fast run for Christmas discount, can’t lie was a bit scared about sharing info to my 4L but they did the service with no problem in under 48 hours. 10/10 reliable services Company replied PA Panqueques Dec 8, 2025 Redirected I was scared asf to give my info for my acc but then just kept seeing some other people’s reviews gave me reassurance. It helped and then decided to go through with it and everything went well I got m... See more Company replied VA Vanixaty Dec 28, 2025 Verified Damnmodz applied the fast run service to my account in literally 1 day they the goats in GTA 5 services. There may go 2 for the fast service and always keep in touch with you on your order. Company replied MJ MJ Dec 19, 2025 Remarkably pleased with the service provided by DamnModz. I purchased Fast Run and Trophies for my 3L PSN and the entire process was smooth and professional. Sharing my credentials felt safe with them... See more Company replied DB Deron B Jan 2, 2026 Verified Another amazing experience. Easy process, super fast Response time. Jose took great care of me throughout. Definitely will be back. Company replied LilacGaming Oct 22, 2025 Was nervous at first trying the site, especially after placing an order, sure I waited long for a response but eventually was contacted and they worked pretty fast. Been playing a lot of Call of Duty... See more Company replied CU customer Jan 4, 2026 Verified It was overall good, got what i asked for and nothing bad happened, only took a bit due to the timezone difference but got it all done in 3 days due to the difference in mine and his timezones overall... See more Company replied TB Tburk Nov 5, 2025 Redirected Takes a little time but it’s worth the wait, I received everything that was purchased and it was exactly as described. It’s definitely iffy at first giving your login information out but they are the... See more Company replied Szymon🏁 Apr 27, 2025 Verified 10/10 Service, was updated on discord while my account was getting done, also trusted them with my gamertag that’s worth around £400/500 they could of easily taken it off my account for profit, but in... See more MA Mannikun Dec 27, 2025 Verified Always a bit nervous giving my account over to anyone but these guys are legit and super kind when they have helped me out, fast delivery, overall great Company replied BR Brandon 6 days ago Verified fast, reliable, safe. i've been buying from damnmodz for years and he's the only person i buy from. Company replied RC Returning customer Nov 6, 2025 Verified This is my third or fourth time working with Damnmodz across several games. This is my first time having to give account information to receive what I ordered. Naturally, that leaves me in a very vu... See more Company replied Ruben Sanchez Dec 29, 2025 Redirected 5/5 for the person that helped me, I bought bo3 boosting for pc and i took massive precautions to make sure everything went well and it did Company replied Kostas Zogopoulos Oct 3, 2025 Absolutely amazing !!! 🤩 Omg I can't describe how mutch want to have colour rare helmets and joggers DamnMods❤️is superstar team . through the process we have chat and they finish my order rapidly no... See more Company replied SP Sphynx Dec 18, 2025 Definitely would recommend, couple hiccups in the beginning but it all worked out. Great service and friendly staff. If you need something these are the guys to go to 100% 💯💯👍👍 Company replied CR Colton Rains Oct 6, 2025 Im not a bot that’s programmed to say something good about a website, just so we’re clear. Overall the purchase was worth the price/wait. I was hesitant to give my information but it worked out. Defin... See more Company replied SJ Steven James Dec 16, 2025 Jose is amazing at his job that’s who did my COD Bot Lobby and I got to tell you the experience,the way it works is so simple, everything is easy and understandable this Site is 10/10 5 Star + USE THE... See more Company replied VA Vanixaty Jun 23, 2025 Verified Bought the 4x fast run service for my main GTA 5 PS5 Account, the whole process went smooth and easy. Damnmodz completed my order in just 2 days and were quick to response all questions I had. Overall... See more PC Promising Customer Dec 25, 2025 Verified Always a pleasure shopping with damnmodz.! Been getting accounts serviced by them for years never had an issue always fast, reliable, and trustworthy. Recommend in the community for all services.! Company replied SI Sim Nov 24, 2025 Once again DamnModz delivers with excellent service and communication. Got the Bo7 singularity package. Was quick, easy, and my supplier was great. You can tell they take great pride in what they do.... See more Company replied DJH Aug 27, 2025 I had such a great experience with this service. The turnaround time was super fast, and the care they took with my account and security made me feel completely at ease. Communication was spot on... See more Company replied King Taylor Nov 15, 2025 Around my 4th time purchasing from them and it never fails to amaze me. Great service, Fast delivery, Great communication, they will take care of you and keep you satisfied every time. Company replied AM Andreas m Dec 9, 2025 Verified Thank you to DamnModz and there team for doing a fantastic job completing my order. An amazing trusted company that i wil come back for! Highly recomended! Company replied Sqxbz Oct 12, 2025 i never really review on websites. however, damnmodz is the place. at first i was suspicious. after i made a purchase and received my order i was shocked. its not like other websites (scams). damnmodz... See more Company replied BC Bob Connor Nov 12, 2025 Verified They go above and beyond to make the customer satisfied. My first order was running a little bit late and they made it up to me big time. Second order happened very fast. Almost immediately. Company replied AS Aspen Sep 29, 2025 Verified Clear communication and product received without issue. There wasca slight delay but they communicated everything promptly and I have zero complaints. I will use again. Company replied Kaeia Robertson Jan 3, 2026 Verified Very happy to receive my order and will definitely come back as main customer🤠👍 Company replied DB Deron B Dec 9, 2025 Verified Excellent service. Knock out challenges super quick. Fast response time. Great customer service. I’ll be back. Company replied JM Jayden Moses Nov 13, 2025 10/10! I paid for fast run on my OG account they got it done super quick with no problems or issues at all. 100% trusted! I’ll definitely be back for more services in the future. Thanks again, guys! Company replied CU customer Dec 28, 2025 Verified Service was kind and answered questions when needed all around good experience Company replied KC King Cali Nov 20, 2025 I order from these guys so often they know me by name lol. Always a great experience very cool and professional. Company replied CU customer Dec 8, 2025 Verified In 5 mins my order was completed fast and excellent service i would advice this site for everything you need. Company replied TE Teyy Dec 2, 2025 First time using DamnModz and i gotta say an amazing job was done i would for sure recommend this website. Company replied GO Ghost of Sparta Updated Dec 5, 2025 Went good and quick now I actually have white and blue joggers thanks just got ban one week later so not worth it Company replied Cayden Dampman Nov 30, 2025 bought from a total of 3 times and everytime has been up to satisfactory and never any problems i appreciate it alot thank you Company replied CO Consumer Dec 18, 2025 Verified Great experience even whenever i wasn’t available they waited for me to be available to do my service Company replied CU customer Dec 29, 2025 Verified Was skeptical at first, but the customer service is friendly and they delivered on their service Company replied MQ MGNG Quan Dec 24, 2025 Verified Fast delivery , the guy was very nice and he communicated very well and I will buy again Company replied CU customer Dec 27, 2025 Verified legit, great site. It takes like 3 hours for them to respond but when they do they instantly help you. Company replied JC JustAnswer Customer Dec 21, 2025 Verified Legit service, purchased fast fun and it works. Would recommend. Company replied BA Bader Dec 28, 2025 Verified Super fast only took a day like how they said provided me with a good seller Company replied Evan Biedermann May 23, 2025 MY PERSONAL ACCOUNT TOO. Let me tell you first hand it is not, i am not a bot and am really pleased with my services, i bought a service for gta 5 online and man let me tell you when i woke and and s... See more Braden Matthews Jun 26, 2025 They guys always go above and beyond for their customers. I’ve used them for call of duty and gta v now and it’s been nothing but flawless communication and execution. You can trust these guys 100%. S... See more SL Sleepyyy May 7, 2025 Damnmodz coming thru for me again, grinded me abyss camo in less than 2 weeks time. im telling yall theyre the real deal over here, super helpful from the owner to all the team members/suppliers. if u... See more See all 3,639 reviews We perform checks on reviews Company details Active Trustpilot subscription Gaming service Provider Game Store Hobby Store Software Company Video Game Store About DamnModz Written by the company Welcome to DamnModz! Discover the fastest and most reliable modded accounts, unlocks, and gaming services for various titles including Call of Duty, GTA, Fortnite, Elden Ring, Forza Horizon, Clash of Clans, 8 Ball Pool, and more across all platforms. What sets us apart is our commitment to quality and customer satisfaction, as evidenced by our exceptional Trustpilot rating of 5.0. This rating is a testament to our dedication, built on the trust of thousands of gamers who have chosen us to enhance their gaming experience. Our Services Modded Accounts: Gain access to rare items, in-game currency, and unlocks across all platforms for your favorite games such as Call of Duty, GTA, Fortnite, Elden Ring, Forza Horizon, Clash of Clans, 8 Ball Pool, and more! Account Boost : Every account boost we perform prioritizes your account's safety. Using the safest and most reliable methods ensures your peace of mind throughout the process. 24/7 Support: Our team is here for you all day, every day. We're ready to help whenever you need us, making sure you get quick and easy support. Contact info United States damnmodz.com 4.9 Excellent 4K reviews 5-star 4-star 3-star 2-star 1-star How is the TrustScore calculated? Replied to 71% of negative reviews Typically replies within 2 weeks How this company uses Trustpilot 4.9 All reviews 3,639 total ● Write a review 5-star 96% 4-star 3% 3-star < 1% 2-star < 1% 1-star 1% How Trustpilot labels reviews More filters Most recent BR Brandon US • 1 review 6 days ago Verified fast, reliable, safe fast, reliable, safe. i've been buying from damnmodz for years and he's the only person i buy from. January 6, 2026 Reply from DamnModz 5 days ago Hey Brandon, Appreciate you sticking with us for years—that loyalty means a lot. We're glad to keep delivering fast, reliable, and safe service every time. If you ever need anything specific or have questions, just reach out. — Team DamnModz GL Gordon LeBlanc US • 1 review Jan 6, 2026 Verified Awsome work!! January 4, 2026 Reply from DamnModz 5 days ago Hey Gordon, Glad to hear you’re happy with the work! We aim to keep things quick and solid every time. If you ever need anything else or have questions, just shout. — Team DamnModz AC ACE US • 1 review Jan 5, 2026 Verified BF6 Services. I chose to get the service to get my characters gun leveled up to max and also the class assignment maxed out. I ordered during the holidays and the team at DamnModz was able to knock it out for me. Great service. Will do business with them again for sure. January 5, 2026 Reply from DamnModz 5 days ago Hey Ace, Glad to hear we could max out your gun levels and class assignments even during the busy holiday period. We stay sharp to keep things moving fast for gamers like you. Looking forward to helping you out again on your next order. — Team DamnModz SA Sami GB • 6 reviews Jan 5, 2026 Verified Great service! August 30, 2025 Reply from DamnModz Jan 5, 2026 Hey Sami, Glad to hear you had a great experience with our service! We’re all about getting you back to gaming fast and smooth. If you ever need anything else or have questions, just hit us up. — Team DamnModz CU customer NZ • 1 review Jan 4, 2026 Verified It was overall good It was overall good, got what i asked for and nothing bad happened, only took a bit due to the timezone difference but got it all done in 3 days due to the difference in mine and his timezones overall recommend January 4, 2026 Reply from DamnModz Jan 5, 2026 Hey, Glad you got everything you asked for and that the timezone difference didn’t hold you back too much. We always aim to keep things smooth and transparent, even when timing gets tricky. Appreciate the recommendation! — Team DamnModz Kaeia Robertson AU • 1 review Jan 3, 2026 Verified Very happy to receive my order and will… Very happy to receive my order and will definitely come back as main customer🤠👍 January 3, 2026 Reply from DamnModz Jan 5, 2026 Hey Kaeia, Glad to hear you’re happy with your order and planning to come back as a main customer—that means a lot to us! We’ll keep delivering fast and reliable service for you. Looking forward to your next visit. — Team DamnModz DB Deron B US • 3 reviews Jan 2, 2026 Verified Another amazing experience Another amazing experience. Easy process, super fast Response time. Jose took great care of me throughout. Definitely will be back. December 28, 2025 Reply from DamnModz Jan 3, 2026 Hey Deron, Glad to hear Jose and the team made the process smooth and fast for you. Looking forward to having you back for your next boost! — Team DamnModz See 2 more reviews by Deron CU customer US • 1 review Jan 1, 2026 Verified Good sellers got it done fast December 27, 2025 Reply from DamnModz Jan 3, 2026 Hey, Glad to hear you got your order done fast—that’s how we like to roll. If you ever need anything else or have questions, just hit us up. Appreciate you choosing DamnModz! — Team DamnModz OS Oscar US • 1 review Dec 31, 2025 Verified Purchased GTA cash and a rank up I purchased GTA cash and a rank up, and it was exactly what I asked for. This is my 2nd time requesting mods and I’ll definitely be back again. Great communication, very friendly and they kept me updated throughout the entire process December 28, 2025 Reply from DamnModz Dec 31, 2025 Hey Oscar, Glad to hear your GTA cash and rank hit the mark again! We appreciate you trusting us for a second round and are stoked our updates kept you in the loop. Looking forward to helping you with your next order. — Team DamnModz CU Customer US • 1 review Dec 31, 2025 Verified Very fast and reliable Very fast and reliable! Second acc i get fast run on… December 30, 2025 Reply from DamnModz Dec 31, 2025 Hey, Glad to hear your second account came through fast and reliable! We aim to keep that speed and quality consistent for every order. If you ever need anything else or have questions, just let us know. — Team DamnModz JT Johnny T US • 1 review Dec 30, 2025 Verified The bestttttttt fast service The bestttttttt fast service, would recommend to anyone. December 30, 2025 Reply from DamnModz Dec 31, 2025 Hey Johnny, Glad to hear you’re loving the speed and service! We keep things moving fast so you can get back to gaming without the wait. Appreciate the recommendation—means a lot coming from a fellow gamer. — Team DamnModz Ruben Sanchez US • 1 review Dec 29, 2025 Redirected 5/5 BO3 PC BOOST 5/5 for the person that helped me, I bought bo3 boosting for pc and i took massive precautions to make sure everything went well and it did December 28, 2025 Unprompted review Reply from DamnModz Dec 29, 2025 Hey Ruben, Glad to hear your BO3 boosting went smoothly. We always aim to keep things safe and efficient for PC players. If you ever need anything else or have questions, just reach out. — Team DamnModz CU customer US • 1 review Dec 29, 2025 Verified Was skeptical at first Was skeptical at first, but the customer service is friendly and they delivered on their service December 28, 2025 Reply from DamnModz Dec 29, 2025 Hey, Glad to hear our team’s friendly support and fast delivery helped turn your skepticism around. We’re all about getting you back to gaming with zero hassle. If you ever need anything else or have questions, just hit us up. — Team DamnModz CU customer GB • 1 review Dec 28, 2025 Verified Service was kind and answered questions… Service was kind and answered questions when needed all around good experience December 28, 2025 Reply from DamnModz Dec 29, 2025 Hey, Glad to hear our team was able to help with your questions and that you had a good experience overall. We’re here whenever you need support or want to level up your game. Keep enjoying those wins! — Team DamnModz HZ H z JP • 1 review Dec 28, 2025 I got fast run for Christmas I got fast run for Christmas discount, can’t lie was a bit scared about sharing info to my 4L but they did the service with no problem in under 48 hours. 10/10 reliable services December 27, 2025 Unprompted review Reply from DamnModz Dec 29, 2025 Hey , Glad to hear the service went smoothly and we earned your trust. We always aim to deliver fast and reliable service without any hassle. If you ever need anything else or have questions, just reach out. — Team DamnModz VA Vanixaty US • 5 reviews Dec 28, 2025 Verified Fast Service Damnmodz applied the fast run service to my account in literally 1 day they the goats in GTA 5 services. There may go 2 for the fast service and always keep in touch with you on your order. December 28, 2025 Reply from DamnModz Dec 29, 2025 Hey, Glad to hear the fast run service hit your account in just one day—that’s exactly the speed we aim for. We appreciate you recognizing our team’s communication throughout your order. — Team DamnModz See 1 more review by Vanixaty PC Promising Customer GB • 4 reviews Dec 28, 2025 Verified Promising Customer Fast Run Service Completed Within 24 Hours Of Putting In The Order. Damnmodz Is A Very Trust Worthy Website Recommended To All New Customers. The Owner Is Very Nice, Their AI Text-Chat Is Very Helpful With Any Questions You Might Have. Their Products On The Page Are Very Descriptive & Organized. Always A Top Tier Experience Shopping With Damnmodz.! December 28, 2025 Reply from DamnModz Dec 29, 2025 Hey, Glad to hear your fast run service was completed within 24 hours and that you found our chat helpful! We pride ourselves on clear product info and a smooth experience. Appreciate you recommending us to new customers. — Team DamnModz See 2 more reviews by Promising CU customer US • 1 review Dec 28, 2025 Verified Camos Did camos for me quick and easy December 25, 2025 Reply from DamnModz Dec 29, 2025 Hey, Glad to hear the camo service was quick and easy for you. We aim to keep things smooth and efficient so you can get back to gaming fast. If you ever need anything else or have questions, we’re here to help. — Team DamnModz BA Bader KW • 1 review Dec 28, 2025 Verified Super fast only took a day like how… Super fast only took a day like how they said provided me with a good seller December 27, 2025 Reply from DamnModz Dec 29, 2025 Hey Bader, Glad to hear we delivered as promised and got your order done in a day. We keep things fast and reliable so you can get back to gaming without the wait. If you ever need anything else or have questions, just hit us up. — Team DamnModz CU customer US • 1 review Dec 27, 2025 Verified Great experience first time buyer and… Great experience first time buyer and will definitely be back December 27, 2025 Reply from DamnModz Dec 29, 2025 Hey, Glad to hear your first experience went great and you’re already planning to come back. We keep things smooth and quick because we know how important that is for gamers. When you’re ready for your next order, we’ve got you covered. — Team DamnModz Previous 1 2 3 4 Next page The Trustpilot Experience We're open to all Anyone can write a Trustpilot review. People who write reviews have ownership to edit or delete them at any time, and they’ll be displayed as long as an account is active . We champion verified reviews Companies can ask for reviews via automatic invitations. Labeled Verified, they’re about genuine experiences. Learn more about other kinds of reviews. 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https://au.trustpilot.com/review/damnmodz.com | DamnModz Reviews | Read Customer Service Reviews of damnmodz.com Categories Blog Log in For businesses For businesses Log in Categories Blog Events & Entertainment Gaming Gaming service Provider DamnModz Summary About Reviews Visit website Write a review Visit website Claimed profile DamnModz Reviews 3,639 • 4.9 Gaming service Provider Write a review Visit website Write a review Companies on Trustpilot aren't allowed to offer incentives or pay to hide reviews. Review summary Based on reviews, created with AI Reviewers overwhelmingly had a great experience with this company. Customers consistently praise the company's service, highlighting its quality and the team's commitment to ensuring customer satisfaction. Consumers appreciate the prompt response times and the efficiency with which their orders are handled. The products consistently meet expectations, and the user experience is generally considered seamless and enjoyable. People express confidence in the company's staff, noting their helpfulness and professionalism. Reviewers feel secure entrusting their accounts to the company, citing the team's respectfulness and trustworthiness. The clear and friendly communication throughout the process is another aspect that consumers value highly, further solidifying their trust in the business. See more Based on these reviews PC Promising Customer Dec 28, 2025 Verified Fast Run Service Completed Within 24 Hours Of Putting In The Order. Damnmodz Is A Very Trust Worthy Website Recommended To All New Customers. The Owner Is Very Nice, Their AI Text-Chat Is Very Helpful... See more Company replied AC ACE Jan 5, 2026 Verified I chose to get the service to get my characters gun leveled up to max and also the class assignment maxed out. I ordered during the holidays and the team at DamnModz was able to knock it out for me. G... See more Company replied OS Oscar Dec 31, 2025 Verified I purchased GTA cash and a rank up, and it was exactly what I asked for. This is my 2nd time requesting mods and I’ll definitely be back again. Great communication, very friendly and they kept me upda... See more Company replied HZ H z Dec 28, 2025 I got fast run for Christmas discount, can’t lie was a bit scared about sharing info to my 4L but they did the service with no problem in under 48 hours. 10/10 reliable services Company replied PA Panqueques Dec 8, 2025 Redirected I was scared asf to give my info for my acc but then just kept seeing some other people’s reviews gave me reassurance. It helped and then decided to go through with it and everything went well I got m... See more Company replied VA Vanixaty Dec 28, 2025 Verified Damnmodz applied the fast run service to my account in literally 1 day they the goats in GTA 5 services. There may go 2 for the fast service and always keep in touch with you on your order. Company replied MJ MJ Dec 19, 2025 Remarkably pleased with the service provided by DamnModz. I purchased Fast Run and Trophies for my 3L PSN and the entire process was smooth and professional. Sharing my credentials felt safe with them... See more Company replied DB Deron B Jan 2, 2026 Verified Another amazing experience. Easy process, super fast Response time. Jose took great care of me throughout. Definitely will be back. Company replied LilacGaming Oct 22, 2025 Was nervous at first trying the site, especially after placing an order, sure I waited long for a response but eventually was contacted and they worked pretty fast. Been playing a lot of Call of Duty... See more Company replied CU customer Jan 4, 2026 Verified It was overall good, got what i asked for and nothing bad happened, only took a bit due to the timezone difference but got it all done in 3 days due to the difference in mine and his timezones overall... See more Company replied TB Tburk Nov 5, 2025 Redirected Takes a little time but it’s worth the wait, I received everything that was purchased and it was exactly as described. It’s definitely iffy at first giving your login information out but they are the... See more Company replied Szymon🏁 Apr 27, 2025 Verified 10/10 Service, was updated on discord while my account was getting done, also trusted them with my gamertag that’s worth around £400/500 they could of easily taken it off my account for profit, but in... See more MA Mannikun Dec 27, 2025 Verified Always a bit nervous giving my account over to anyone but these guys are legit and super kind when they have helped me out, fast delivery, overall great Company replied BR Brandon 6 days ago Verified fast, reliable, safe. i've been buying from damnmodz for years and he's the only person i buy from. Company replied RC Returning customer Nov 6, 2025 Verified This is my third or fourth time working with Damnmodz across several games. This is my first time having to give account information to receive what I ordered. Naturally, that leaves me in a very vu... See more Company replied Ruben Sanchez Dec 29, 2025 Redirected 5/5 for the person that helped me, I bought bo3 boosting for pc and i took massive precautions to make sure everything went well and it did Company replied Kostas Zogopoulos Oct 3, 2025 Absolutely amazing !!! 🤩 Omg I can't describe how mutch want to have colour rare helmets and joggers DamnMods❤️is superstar team . through the process we have chat and they finish my order rapidly no... See more Company replied SP Sphynx Dec 18, 2025 Definitely would recommend, couple hiccups in the beginning but it all worked out. Great service and friendly staff. If you need something these are the guys to go to 100% 💯💯👍👍 Company replied CR Colton Rains Oct 6, 2025 Im not a bot that’s programmed to say something good about a website, just so we’re clear. Overall the purchase was worth the price/wait. I was hesitant to give my information but it worked out. Defin... See more Company replied SJ Steven James Dec 16, 2025 Jose is amazing at his job that’s who did my COD Bot Lobby and I got to tell you the experience,the way it works is so simple, everything is easy and understandable this Site is 10/10 5 Star + USE THE... See more Company replied VA Vanixaty Jun 23, 2025 Verified Bought the 4x fast run service for my main GTA 5 PS5 Account, the whole process went smooth and easy. Damnmodz completed my order in just 2 days and were quick to response all questions I had. Overall... See more PC Promising Customer Dec 25, 2025 Verified Always a pleasure shopping with damnmodz.! Been getting accounts serviced by them for years never had an issue always fast, reliable, and trustworthy. Recommend in the community for all services.! Company replied SI Sim Nov 24, 2025 Once again DamnModz delivers with excellent service and communication. Got the Bo7 singularity package. Was quick, easy, and my supplier was great. You can tell they take great pride in what they do.... See more Company replied DJH Aug 27, 2025 I had such a great experience with this service. The turnaround time was super fast, and the care they took with my account and security made me feel completely at ease. Communication was spot on... See more Company replied King Taylor Nov 15, 2025 Around my 4th time purchasing from them and it never fails to amaze me. Great service, Fast delivery, Great communication, they will take care of you and keep you satisfied every time. Company replied AM Andreas m Dec 9, 2025 Verified Thank you to DamnModz and there team for doing a fantastic job completing my order. An amazing trusted company that i wil come back for! Highly recomended! Company replied Sqxbz Oct 12, 2025 i never really review on websites. however, damnmodz is the place. at first i was suspicious. after i made a purchase and received my order i was shocked. its not like other websites (scams). damnmodz... See more Company replied BC Bob Connor Nov 12, 2025 Verified They go above and beyond to make the customer satisfied. My first order was running a little bit late and they made it up to me big time. Second order happened very fast. Almost immediately. Company replied AS Aspen Sep 29, 2025 Verified Clear communication and product received without issue. There wasca slight delay but they communicated everything promptly and I have zero complaints. I will use again. Company replied Kaeia Robertson Jan 3, 2026 Verified Very happy to receive my order and will definitely come back as main customer🤠👍 Company replied DB Deron B Dec 9, 2025 Verified Excellent service. Knock out challenges super quick. Fast response time. Great customer service. I’ll be back. Company replied JM Jayden Moses Nov 13, 2025 10/10! I paid for fast run on my OG account they got it done super quick with no problems or issues at all. 100% trusted! I’ll definitely be back for more services in the future. Thanks again, guys! Company replied CU customer Dec 28, 2025 Verified Service was kind and answered questions when needed all around good experience Company replied KC King Cali Nov 20, 2025 I order from these guys so often they know me by name lol. Always a great experience very cool and professional. Company replied CU customer Dec 8, 2025 Verified In 5 mins my order was completed fast and excellent service i would advice this site for everything you need. Company replied TE Teyy Dec 2, 2025 First time using DamnModz and i gotta say an amazing job was done i would for sure recommend this website. Company replied GO Ghost of Sparta Updated Dec 5, 2025 Went good and quick now I actually have white and blue joggers thanks just got ban one week later so not worth it Company replied Cayden Dampman Nov 30, 2025 bought from a total of 3 times and everytime has been up to satisfactory and never any problems i appreciate it alot thank you Company replied CO Consumer Dec 18, 2025 Verified Great experience even whenever i wasn’t available they waited for me to be available to do my service Company replied CU customer Dec 29, 2025 Verified Was skeptical at first, but the customer service is friendly and they delivered on their service Company replied MQ MGNG Quan Dec 24, 2025 Verified Fast delivery , the guy was very nice and he communicated very well and I will buy again Company replied CU customer Dec 27, 2025 Verified legit, great site. It takes like 3 hours for them to respond but when they do they instantly help you. Company replied JC JustAnswer Customer Dec 21, 2025 Verified Legit service, purchased fast fun and it works. Would recommend. Company replied BA Bader Dec 28, 2025 Verified Super fast only took a day like how they said provided me with a good seller Company replied Evan Biedermann May 23, 2025 MY PERSONAL ACCOUNT TOO. Let me tell you first hand it is not, i am not a bot and am really pleased with my services, i bought a service for gta 5 online and man let me tell you when i woke and and s... See more Braden Matthews Jun 26, 2025 They guys always go above and beyond for their customers. I’ve used them for call of duty and gta v now and it’s been nothing but flawless communication and execution. You can trust these guys 100%. S... See more SL Sleepyyy May 7, 2025 Damnmodz coming thru for me again, grinded me abyss camo in less than 2 weeks time. im telling yall theyre the real deal over here, super helpful from the owner to all the team members/suppliers. if u... See more See all 3,639 reviews We perform checks on reviews Company details Active Trustpilot subscription Gaming service Provider Game Store Hobby Store Software Company Video Game Store About DamnModz Written by the company Welcome to DamnModz! Discover the fastest and most reliable modded accounts, unlocks, and gaming services for various titles including Call of Duty, GTA, Fortnite, Elden Ring, Forza Horizon, Clash of Clans, 8 Ball Pool, and more across all platforms. What sets us apart is our commitment to quality and customer satisfaction, as evidenced by our exceptional Trustpilot rating of 5.0. This rating is a testament to our dedication, built on the trust of thousands of gamers who have chosen us to enhance their gaming experience. Our Services Modded Accounts: Gain access to rare items, in-game currency, and unlocks across all platforms for your favorite games such as Call of Duty, GTA, Fortnite, Elden Ring, Forza Horizon, Clash of Clans, 8 Ball Pool, and more! Account Boost : Every account boost we perform prioritizes your account's safety. Using the safest and most reliable methods ensures your peace of mind throughout the process. 24/7 Support: Our team is here for you all day, every day. We're ready to help whenever you need us, making sure you get quick and easy support. Contact info United States damnmodz.com 4.9 Excellent 4K reviews 5-star 4-star 3-star 2-star 1-star How is the TrustScore calculated? Replied to 71% of negative reviews Typically replies within 2 weeks How this company uses Trustpilot 4.9 All reviews 3,639 total ● Write a review 5-star 96% 4-star 3% 3-star < 1% 2-star < 1% 1-star 1% How Trustpilot labels reviews More filters Most recent BR Brandon US • 1 review 6 days ago Verified fast, reliable, safe fast, reliable, safe. i've been buying from damnmodz for years and he's the only person i buy from. 6 January 2026 Reply from DamnModz 5 days ago Hey Brandon, Appreciate you sticking with us for years—that loyalty means a lot. We're glad to keep delivering fast, reliable, and safe service every time. If you ever need anything specific or have questions, just reach out. — Team DamnModz GL Gordon LeBlanc US • 1 review Jan 6, 2026 Verified Awsome work!! 4 January 2026 Reply from DamnModz 5 days ago Hey Gordon, Glad to hear you’re happy with the work! We aim to keep things quick and solid every time. If you ever need anything else or have questions, just shout. — Team DamnModz AC ACE US • 1 review Jan 5, 2026 Verified BF6 Services. I chose to get the service to get my characters gun leveled up to max and also the class assignment maxed out. I ordered during the holidays and the team at DamnModz was able to knock it out for me. Great service. Will do business with them again for sure. 5 January 2026 Reply from DamnModz 5 days ago Hey Ace, Glad to hear we could max out your gun levels and class assignments even during the busy holiday period. We stay sharp to keep things moving fast for gamers like you. Looking forward to helping you out again on your next order. — Team DamnModz SA Sami GB • 6 reviews Jan 5, 2026 Verified Great service! 30 August 2025 Reply from DamnModz Jan 5, 2026 Hey Sami, Glad to hear you had a great experience with our service! We’re all about getting you back to gaming fast and smooth. If you ever need anything else or have questions, just hit us up. — Team DamnModz CU customer NZ • 1 review Jan 4, 2026 Verified It was overall good It was overall good, got what i asked for and nothing bad happened, only took a bit due to the timezone difference but got it all done in 3 days due to the difference in mine and his timezones overall recommend 4 January 2026 Reply from DamnModz Jan 5, 2026 Hey, Glad you got everything you asked for and that the timezone difference didn’t hold you back too much. We always aim to keep things smooth and transparent, even when timing gets tricky. Appreciate the recommendation! — Team DamnModz Kaeia Robertson AU • 1 review Jan 3, 2026 Verified Very happy to receive my order and will… Very happy to receive my order and will definitely come back as main customer🤠👍 3 January 2026 Reply from DamnModz Jan 5, 2026 Hey Kaeia, Glad to hear you’re happy with your order and planning to come back as a main customer—that means a lot to us! We’ll keep delivering fast and reliable service for you. Looking forward to your next visit. — Team DamnModz DB Deron B US • 3 reviews Jan 2, 2026 Verified Another amazing experience Another amazing experience. Easy process, super fast Response time. Jose took great care of me throughout. Definitely will be back. 28 December 2025 Reply from DamnModz Jan 3, 2026 Hey Deron, Glad to hear Jose and the team made the process smooth and fast for you. Looking forward to having you back for your next boost! — Team DamnModz See 2 more reviews by Deron CU customer US • 1 review Jan 1, 2026 Verified Good sellers got it done fast 27 December 2025 Reply from DamnModz Jan 3, 2026 Hey, Glad to hear you got your order done fast—that’s how we like to roll. If you ever need anything else or have questions, just hit us up. Appreciate you choosing DamnModz! — Team DamnModz OS Oscar US • 1 review Dec 31, 2025 Verified Purchased GTA cash and a rank up I purchased GTA cash and a rank up, and it was exactly what I asked for. This is my 2nd time requesting mods and I’ll definitely be back again. Great communication, very friendly and they kept me updated throughout the entire process 28 December 2025 Reply from DamnModz Dec 31, 2025 Hey Oscar, Glad to hear your GTA cash and rank hit the mark again! We appreciate you trusting us for a second round and are stoked our updates kept you in the loop. Looking forward to helping you with your next order. — Team DamnModz CU Customer US • 1 review Dec 31, 2025 Verified Very fast and reliable Very fast and reliable! Second acc i get fast run on… 30 December 2025 Reply from DamnModz Dec 31, 2025 Hey, Glad to hear your second account came through fast and reliable! We aim to keep that speed and quality consistent for every order. If you ever need anything else or have questions, just let us know. — Team DamnModz JT Johnny T US • 1 review Dec 30, 2025 Verified The bestttttttt fast service The bestttttttt fast service, would recommend to anyone. 30 December 2025 Reply from DamnModz Dec 31, 2025 Hey Johnny, Glad to hear you’re loving the speed and service! We keep things moving fast so you can get back to gaming without the wait. Appreciate the recommendation—means a lot coming from a fellow gamer. — Team DamnModz Ruben Sanchez US • 1 review Dec 29, 2025 Redirected 5/5 BO3 PC BOOST 5/5 for the person that helped me, I bought bo3 boosting for pc and i took massive precautions to make sure everything went well and it did 28 December 2025 Unprompted review Reply from DamnModz Dec 29, 2025 Hey Ruben, Glad to hear your BO3 boosting went smoothly. We always aim to keep things safe and efficient for PC players. If you ever need anything else or have questions, just reach out. — Team DamnModz CU customer US • 1 review Dec 29, 2025 Verified Was skeptical at first Was skeptical at first, but the customer service is friendly and they delivered on their service 28 December 2025 Reply from DamnModz Dec 29, 2025 Hey, Glad to hear our team’s friendly support and fast delivery helped turn your skepticism around. We’re all about getting you back to gaming with zero hassle. If you ever need anything else or have questions, just hit us up. — Team DamnModz CU customer GB • 1 review Dec 28, 2025 Verified Service was kind and answered questions… Service was kind and answered questions when needed all around good experience 28 December 2025 Reply from DamnModz Dec 29, 2025 Hey, Glad to hear our team was able to help with your questions and that you had a good experience overall. We’re here whenever you need support or want to level up your game. Keep enjoying those wins! — Team DamnModz HZ H z JP • 1 review Dec 28, 2025 I got fast run for Christmas I got fast run for Christmas discount, can’t lie was a bit scared about sharing info to my 4L but they did the service with no problem in under 48 hours. 10/10 reliable services 27 December 2025 Unprompted review Reply from DamnModz Dec 29, 2025 Hey , Glad to hear the service went smoothly and we earned your trust. We always aim to deliver fast and reliable service without any hassle. If you ever need anything else or have questions, just reach out. — Team DamnModz VA Vanixaty US • 5 reviews Dec 28, 2025 Verified Fast Service Damnmodz applied the fast run service to my account in literally 1 day they the goats in GTA 5 services. There may go 2 for the fast service and always keep in touch with you on your order. 28 December 2025 Reply from DamnModz Dec 29, 2025 Hey, Glad to hear the fast run service hit your account in just one day—that’s exactly the speed we aim for. We appreciate you recognizing our team’s communication throughout your order. — Team DamnModz See 1 more review by Vanixaty PC Promising Customer GB • 4 reviews Dec 28, 2025 Verified Promising Customer Fast Run Service Completed Within 24 Hours Of Putting In The Order. Damnmodz Is A Very Trust Worthy Website Recommended To All New Customers. The Owner Is Very Nice, Their AI Text-Chat Is Very Helpful With Any Questions You Might Have. Their Products On The Page Are Very Descriptive & Organized. Always A Top Tier Experience Shopping With Damnmodz.! 28 December 2025 Reply from DamnModz Dec 29, 2025 Hey, Glad to hear your fast run service was completed within 24 hours and that you found our chat helpful! We pride ourselves on clear product info and a smooth experience. Appreciate you recommending us to new customers. — Team DamnModz See 2 more reviews by Promising CU customer US • 1 review Dec 28, 2025 Verified Camos Did camos for me quick and easy 25 December 2025 Reply from DamnModz Dec 29, 2025 Hey, Glad to hear the camo service was quick and easy for you. We aim to keep things smooth and efficient so you can get back to gaming fast. If you ever need anything else or have questions, we’re here to help. — Team DamnModz BA Bader KW • 1 review Dec 28, 2025 Verified Super fast only took a day like how… Super fast only took a day like how they said provided me with a good seller 27 December 2025 Reply from DamnModz Dec 29, 2025 Hey Bader, Glad to hear we delivered as promised and got your order done in a day. We keep things fast and reliable so you can get back to gaming without the wait. If you ever need anything else or have questions, just hit us up. — Team DamnModz CU customer US • 1 review Dec 27, 2025 Verified Great experience first time buyer and… Great experience first time buyer and will definitely be back 27 December 2025 Reply from DamnModz Dec 29, 2025 Hey, Glad to hear your first experience went great and you’re already planning to come back. We keep things smooth and quick because we know how important that is for gamers. When you’re ready for your next order, we’ve got you covered. — Team DamnModz Previous 1 2 3 4 Next page The Trustpilot Experience We're open to all Anyone can write a Trustpilot review. People who write reviews have ownership to edit or delete them at any time, and they’ll be displayed as long as an account is active . We champion verified reviews Companies can ask for reviews via automatic invitations. Labeled Verified, they’re about genuine experiences. Learn more about other kinds of reviews. 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https://www.notion.com/ar/product/calendar | Notion Calendar Notion الميزات Notion AI إنشاء، كتابة، أتمتة الوكلاء يتعامل مع المهام اليدوية بحث المؤسسة اعثر على إجابات على الفور ملاحظات الاجتماع المدعومة بالذكاء الاصطناعي مكتوبة بشكل مثالي بواسطة الذكاء الاصطناعي المُستندات بسيط وقوي قاعدة المعرفة تجميع معرفتك في مكان واحد المشاريع إدارة أي مشروع المواقع انشر أي شيء بسرعة البدء استكشاف حالات استخدام الذكاء الاصطناعي تعرّف على قدرات Notion AI تصفح السوق قوالب لكل شيء عرض عمليات التكامل ربط تطبيقاتك مع Notion تنزيل web clipper حفظ من الويب إلى Notion جرّب تطبيق Notion لسطح المكتب للحصول على تجربة أسرع تنزيل التطبيق البريد التقويم الذكاء الاصطناعي الخطة المؤسسية التسعير استكشاف الفرق الهندسة والمنتج التصميم التسويق تقنية المعلومات حجم الفريق الشركات الناشئة الشركات الصغيرة والمتوسطة المؤسسة التعليم التعلم مركز المساعدة أكاديمية Notion قصص العملاء المدونة المجتمع برامج الشركاء الإصدار واجهة برمجة التطبيقات (API) القوالب الأمان الاستشاريون اطلب عرضاً توضيحياً تسجيل الدخول احصل على تقويم Notion Notion Calendar لقد حان الوقت. جميع التزاماتك، الآن في مكان واحد. تعرّف على التقويم المصمم بشكل أنيق والمتكامل تماماً مع عملك وحياتك. احصل على Notion Calendar مجاناً تشغيل عذراً، يبدو أن أداة حظر الإعلانات تمنع تشغيل الفيديو. إدارة الوقت، بشكل مبسط. شاهد جدولك في لمحة سريعة انضم إلى الاجتماعات مباشرةً من شريط القوائم حتى تتمكن من الاستمرار في التركيز على العمل المهم. الجدولة المدمجة أرسل رابط الإتاحة والجدولة للسماح للآخرين بحجز وقت معك. لا حاجة إلى استخدام تطبيق آخر. العمل عبر المناطق الزمنية تعاون بشكل مدروس مع الفرق العالمية أثناء تصور يومك عبر المناطق الزمنية. تصميم عصري استخدم قائمة الأوامر والاختصارات لضمان سير العمل بكفاءة. متاح في 12 لغة يدعم اللغات الإنجليزية واليابانية والكورية والفرنسية والألمانية والإسبانية والبرتغالية والدنماركية والهولندية والفنلندية والنرويجية والسويدية، وستتم إضافة المزيد من اللغات في المستقبل! متكامل تماماً مع مساحة عملك في Notion. إدارة وقتك وعملك معاً. شاهد المواعيد النهائية والجداول الزمنية للمشروع جنباً إلى جنب مع أحداث التقويم الخاصة بك حتى تعرف أين تركز جهودك. ربط وإنشاء مستندات Notion سيتوفر لديك دائماً السياق الكامل لأي اجتماع، لأن المعلومات من Notion ستكون متاحة مباشرةً في تقويمك. تحديث الأطر الزمنية للمشروع قم بالسحب والإفلات لتحرير عناصر قاعدة بيانات Notion دون مغادرة التقويم. العمل والحياة، يتماشيان بشكل جيد. شاهد جميع التزاماتك في مكان واحد تجنب التعارضات غير المقصودة بين مهام العمل والأحداث الشخصية. ربط تقاويم متعددة مزامنة التقاويم الشخصية وتقاويم العمل بسهولة. لا مزيد من الحجوزات المزدوجة احظر الفترات المشغولة تلقائياً عبر جميع التقاويم. تطبيق للهاتف المحمول سهل الاستخدام شاهد جدولك في لمحة سريعة وأضف الأحداث بسرعة باستخدام أدوات iOS وAndroid. مصمم للعمل مع أدواتك المفضلة. Notion أدخل التواريخ المهمة عبر مساحات العمل في تقويم واحد. Google Calendar اربط Google Calendar بمساحة عملك الحالية في Notion. Google Meet متاح بشكل افتراضي مع Google Calendar. Zoom أنشئ اجتماعات Zoom جديدة مباشرة في Notion Calendar. Apple Calendar أنشئ اجتماعات Apple Calendar جديدة مباشرة في Notion. مزودو الخدمات الآخرون أضف رابطاً مخصصاً من خدمات عقد المؤتمرات الشائعة الأخرى. احصل على Notion Calendar مجاناً. اكتشف طريقة أفضل لإدارة وقتك وحياتك. احصل على Notion Calendar مجاناً → تطبيق سطح المكتب macOS Windows تطبيق الهاتف المحمول Apple App Store Google Play أسئلة وأجوبة ما هو مزود (مزودي) التقويم الذي يتوافق معه Notion Calendar؟ في الوقت الحالي، يتكامل Notion Calendar ويتزامن مع حسابات Google Calendar والتقاويم المتزامنة مع Apple iCloud. وقد اضفنا الدعم لمزودي التقويم الآخرين مثل Outlook ضمن خطتنا. هل Notion Calendar متاح على الأجهزة المحمولة؟ نعم، يتوفر Notion Calendar لأجهزة iPhone وAndroid. نعلم أن بعض المستخدمين يبحثون عن إصدار محسّن لأجهزة الكمبيوتر اللوحي، مثل iPad، ونعمل لضمان أن يوفر Notion Calendar أفضل تجربة على جميع الأنظمة. هل يجلب Notion Calendar مزامنة Google Calendar إلى Notion؟ يتيح لك Notion Calendar عرض عناصر قاعدة بياناتك في Notion جنباً إلى جنب مع أحداث Google Calendar. ويوفر هذا طريقة مبسطة للاطلاع على الخطوط الزمنية للمشروع وتواريخ استحقاق المهام جنباً إلى جنب مع الأحداث المجدولة الأخرى. ومع ذلك، لا يمكن استيراد أحداث Google Calendar مباشرة إلى قاعدة بيانات Notion حتى الآن. نحن نسعى دائماً لاستكشاف طرق جديدة للتفاعل بين Notion والتقاويم. توقع تطورات مثيرة قريباً! العربية إعدادات ملفات تعريف الارتباط © 2026 Notion Labs, Inc. الشركة نبذة عنا الوظائف الأمان الحالة الشروط والخصوصية حقوقك المتعلقة بالخصوصية تنزيل iOS وAndroid Mac وWindows التقويم Web Clipper الموارد مركز المساعدة التسعير المدونة المجتمع عمليات التكامل القوالب برامج الشركاء Notion لأجل الخطة المؤسسية الشركات الصغيرة شخصي استكشف المزيد → | 2026-01-13T09:29:52 |
https://nz.trustpilot.com/review/damnmodz.com | DamnModz Reviews | Read Customer Service Reviews of damnmodz.com Categories Blog Log in For businesses For businesses Log in Categories Blog Events & Entertainment Gaming Gaming service Provider DamnModz Summary About Reviews Visit website Write a review Visit website Claimed profile DamnModz Reviews 3,639 • 4.9 Gaming service Provider Write a review Visit website Write a review Companies on Trustpilot aren't allowed to offer incentives or pay to hide reviews. Review summary Based on reviews, created with AI Reviewers overwhelmingly had a great experience with this company. Customers consistently praise the company's service, highlighting its quality and the team's commitment to ensuring customer satisfaction. Consumers appreciate the prompt response times and the efficiency with which their orders are handled. The products consistently meet expectations, and the user experience is generally considered seamless and enjoyable. People express confidence in the company's staff, noting their helpfulness and professionalism. Reviewers feel secure entrusting their accounts to the company, citing the team's respectfulness and trustworthiness. The clear and friendly communication throughout the process is another aspect that consumers value highly, further solidifying their trust in the business. See more Based on these reviews PC Promising Customer Dec 28, 2025 Verified Fast Run Service Completed Within 24 Hours Of Putting In The Order. Damnmodz Is A Very Trust Worthy Website Recommended To All New Customers. The Owner Is Very Nice, Their AI Text-Chat Is Very Helpful... See more Company replied AC ACE Jan 5, 2026 Verified I chose to get the service to get my characters gun leveled up to max and also the class assignment maxed out. I ordered during the holidays and the team at DamnModz was able to knock it out for me. G... See more Company replied OS Oscar Dec 31, 2025 Verified I purchased GTA cash and a rank up, and it was exactly what I asked for. This is my 2nd time requesting mods and I’ll definitely be back again. Great communication, very friendly and they kept me upda... See more Company replied HZ H z Dec 28, 2025 I got fast run for Christmas discount, can’t lie was a bit scared about sharing info to my 4L but they did the service with no problem in under 48 hours. 10/10 reliable services Company replied PA Panqueques Dec 8, 2025 Redirected I was scared asf to give my info for my acc but then just kept seeing some other people’s reviews gave me reassurance. It helped and then decided to go through with it and everything went well I got m... See more Company replied VA Vanixaty Dec 28, 2025 Verified Damnmodz applied the fast run service to my account in literally 1 day they the goats in GTA 5 services. There may go 2 for the fast service and always keep in touch with you on your order. Company replied MJ MJ Dec 19, 2025 Remarkably pleased with the service provided by DamnModz. I purchased Fast Run and Trophies for my 3L PSN and the entire process was smooth and professional. Sharing my credentials felt safe with them... See more Company replied DB Deron B Jan 2, 2026 Verified Another amazing experience. Easy process, super fast Response time. Jose took great care of me throughout. Definitely will be back. Company replied LilacGaming Oct 22, 2025 Was nervous at first trying the site, especially after placing an order, sure I waited long for a response but eventually was contacted and they worked pretty fast. Been playing a lot of Call of Duty... See more Company replied CU customer Jan 4, 2026 Verified It was overall good, got what i asked for and nothing bad happened, only took a bit due to the timezone difference but got it all done in 3 days due to the difference in mine and his timezones overall... See more Company replied TB Tburk Nov 5, 2025 Redirected Takes a little time but it’s worth the wait, I received everything that was purchased and it was exactly as described. It’s definitely iffy at first giving your login information out but they are the... See more Company replied Szymon🏁 Apr 27, 2025 Verified 10/10 Service, was updated on discord while my account was getting done, also trusted them with my gamertag that’s worth around £400/500 they could of easily taken it off my account for profit, but in... See more MA Mannikun Dec 27, 2025 Verified Always a bit nervous giving my account over to anyone but these guys are legit and super kind when they have helped me out, fast delivery, overall great Company replied BR Brandon 6 days ago Verified fast, reliable, safe. i've been buying from damnmodz for years and he's the only person i buy from. Company replied RC Returning customer Nov 6, 2025 Verified This is my third or fourth time working with Damnmodz across several games. This is my first time having to give account information to receive what I ordered. Naturally, that leaves me in a very vu... See more Company replied Ruben Sanchez Dec 29, 2025 Redirected 5/5 for the person that helped me, I bought bo3 boosting for pc and i took massive precautions to make sure everything went well and it did Company replied Kostas Zogopoulos Oct 3, 2025 Absolutely amazing !!! 🤩 Omg I can't describe how mutch want to have colour rare helmets and joggers DamnMods❤️is superstar team . through the process we have chat and they finish my order rapidly no... See more Company replied SP Sphynx Dec 18, 2025 Definitely would recommend, couple hiccups in the beginning but it all worked out. Great service and friendly staff. If you need something these are the guys to go to 100% 💯💯👍👍 Company replied CR Colton Rains Oct 6, 2025 Im not a bot that’s programmed to say something good about a website, just so we’re clear. Overall the purchase was worth the price/wait. I was hesitant to give my information but it worked out. Defin... See more Company replied SJ Steven James Dec 16, 2025 Jose is amazing at his job that’s who did my COD Bot Lobby and I got to tell you the experience,the way it works is so simple, everything is easy and understandable this Site is 10/10 5 Star + USE THE... See more Company replied VA Vanixaty Jun 23, 2025 Verified Bought the 4x fast run service for my main GTA 5 PS5 Account, the whole process went smooth and easy. Damnmodz completed my order in just 2 days and were quick to response all questions I had. Overall... See more PC Promising Customer Dec 25, 2025 Verified Always a pleasure shopping with damnmodz.! Been getting accounts serviced by them for years never had an issue always fast, reliable, and trustworthy. Recommend in the community for all services.! Company replied SI Sim Nov 24, 2025 Once again DamnModz delivers with excellent service and communication. Got the Bo7 singularity package. Was quick, easy, and my supplier was great. You can tell they take great pride in what they do.... See more Company replied DJH Aug 27, 2025 I had such a great experience with this service. The turnaround time was super fast, and the care they took with my account and security made me feel completely at ease. Communication was spot on... See more Company replied King Taylor Nov 15, 2025 Around my 4th time purchasing from them and it never fails to amaze me. Great service, Fast delivery, Great communication, they will take care of you and keep you satisfied every time. Company replied AM Andreas m Dec 9, 2025 Verified Thank you to DamnModz and there team for doing a fantastic job completing my order. An amazing trusted company that i wil come back for! Highly recomended! Company replied Sqxbz Oct 12, 2025 i never really review on websites. however, damnmodz is the place. at first i was suspicious. after i made a purchase and received my order i was shocked. its not like other websites (scams). damnmodz... See more Company replied BC Bob Connor Nov 12, 2025 Verified They go above and beyond to make the customer satisfied. My first order was running a little bit late and they made it up to me big time. Second order happened very fast. Almost immediately. Company replied AS Aspen Sep 29, 2025 Verified Clear communication and product received without issue. There wasca slight delay but they communicated everything promptly and I have zero complaints. I will use again. Company replied Kaeia Robertson Jan 3, 2026 Verified Very happy to receive my order and will definitely come back as main customer🤠👍 Company replied DB Deron B Dec 9, 2025 Verified Excellent service. Knock out challenges super quick. Fast response time. Great customer service. I’ll be back. Company replied JM Jayden Moses Nov 13, 2025 10/10! I paid for fast run on my OG account they got it done super quick with no problems or issues at all. 100% trusted! I’ll definitely be back for more services in the future. Thanks again, guys! Company replied CU customer Dec 28, 2025 Verified Service was kind and answered questions when needed all around good experience Company replied KC King Cali Nov 20, 2025 I order from these guys so often they know me by name lol. Always a great experience very cool and professional. Company replied CU customer Dec 8, 2025 Verified In 5 mins my order was completed fast and excellent service i would advice this site for everything you need. Company replied TE Teyy Dec 2, 2025 First time using DamnModz and i gotta say an amazing job was done i would for sure recommend this website. Company replied GO Ghost of Sparta Updated Dec 5, 2025 Went good and quick now I actually have white and blue joggers thanks just got ban one week later so not worth it Company replied Cayden Dampman Nov 30, 2025 bought from a total of 3 times and everytime has been up to satisfactory and never any problems i appreciate it alot thank you Company replied CO Consumer Dec 18, 2025 Verified Great experience even whenever i wasn’t available they waited for me to be available to do my service Company replied CU customer Dec 29, 2025 Verified Was skeptical at first, but the customer service is friendly and they delivered on their service Company replied MQ MGNG Quan Dec 24, 2025 Verified Fast delivery , the guy was very nice and he communicated very well and I will buy again Company replied CU customer Dec 27, 2025 Verified legit, great site. It takes like 3 hours for them to respond but when they do they instantly help you. Company replied JC JustAnswer Customer Dec 21, 2025 Verified Legit service, purchased fast fun and it works. Would recommend. Company replied BA Bader Dec 28, 2025 Verified Super fast only took a day like how they said provided me with a good seller Company replied Evan Biedermann May 23, 2025 MY PERSONAL ACCOUNT TOO. Let me tell you first hand it is not, i am not a bot and am really pleased with my services, i bought a service for gta 5 online and man let me tell you when i woke and and s... See more Braden Matthews Jun 26, 2025 They guys always go above and beyond for their customers. I’ve used them for call of duty and gta v now and it’s been nothing but flawless communication and execution. You can trust these guys 100%. S... See more SL Sleepyyy May 7, 2025 Damnmodz coming thru for me again, grinded me abyss camo in less than 2 weeks time. im telling yall theyre the real deal over here, super helpful from the owner to all the team members/suppliers. if u... See more See all 3,639 reviews We perform checks on reviews Company details Active Trustpilot subscription Gaming service Provider Game Store Hobby Store Software Company Video Game Store About DamnModz Written by the company Welcome to DamnModz! Discover the fastest and most reliable modded accounts, unlocks, and gaming services for various titles including Call of Duty, GTA, Fortnite, Elden Ring, Forza Horizon, Clash of Clans, 8 Ball Pool, and more across all platforms. What sets us apart is our commitment to quality and customer satisfaction, as evidenced by our exceptional Trustpilot rating of 5.0. This rating is a testament to our dedication, built on the trust of thousands of gamers who have chosen us to enhance their gaming experience. Our Services Modded Accounts: Gain access to rare items, in-game currency, and unlocks across all platforms for your favorite games such as Call of Duty, GTA, Fortnite, Elden Ring, Forza Horizon, Clash of Clans, 8 Ball Pool, and more! Account Boost : Every account boost we perform prioritizes your account's safety. Using the safest and most reliable methods ensures your peace of mind throughout the process. 24/7 Support: Our team is here for you all day, every day. We're ready to help whenever you need us, making sure you get quick and easy support. Contact info United States damnmodz.com 4.9 Excellent 4K reviews 5-star 4-star 3-star 2-star 1-star How is the TrustScore calculated? Replied to 71% of negative reviews Typically replies within 2 weeks How this company uses Trustpilot 4.9 All reviews 3,639 total ● Write a review 5-star 96% 4-star 3% 3-star < 1% 2-star < 1% 1-star 1% How Trustpilot labels reviews More filters Most recent BR Brandon US • 1 review 6 days ago Verified fast, reliable, safe fast, reliable, safe. i've been buying from damnmodz for years and he's the only person i buy from. 6 January 2026 Reply from DamnModz 5 days ago Hey Brandon, Appreciate you sticking with us for years—that loyalty means a lot. We're glad to keep delivering fast, reliable, and safe service every time. If you ever need anything specific or have questions, just reach out. — Team DamnModz GL Gordon LeBlanc US • 1 review Jan 6, 2026 Verified Awsome work!! 4 January 2026 Reply from DamnModz 5 days ago Hey Gordon, Glad to hear you’re happy with the work! We aim to keep things quick and solid every time. If you ever need anything else or have questions, just shout. — Team DamnModz AC ACE US • 1 review Jan 5, 2026 Verified BF6 Services. I chose to get the service to get my characters gun leveled up to max and also the class assignment maxed out. I ordered during the holidays and the team at DamnModz was able to knock it out for me. Great service. Will do business with them again for sure. 5 January 2026 Reply from DamnModz 5 days ago Hey Ace, Glad to hear we could max out your gun levels and class assignments even during the busy holiday period. We stay sharp to keep things moving fast for gamers like you. Looking forward to helping you out again on your next order. — Team DamnModz SA Sami GB • 6 reviews Jan 5, 2026 Verified Great service! 30 August 2025 Reply from DamnModz Jan 5, 2026 Hey Sami, Glad to hear you had a great experience with our service! We’re all about getting you back to gaming fast and smooth. If you ever need anything else or have questions, just hit us up. — Team DamnModz CU customer NZ • 1 review Jan 4, 2026 Verified It was overall good It was overall good, got what i asked for and nothing bad happened, only took a bit due to the timezone difference but got it all done in 3 days due to the difference in mine and his timezones overall recommend 4 January 2026 Reply from DamnModz Jan 5, 2026 Hey, Glad you got everything you asked for and that the timezone difference didn’t hold you back too much. We always aim to keep things smooth and transparent, even when timing gets tricky. Appreciate the recommendation! — Team DamnModz Kaeia Robertson AU • 1 review Jan 3, 2026 Verified Very happy to receive my order and will… Very happy to receive my order and will definitely come back as main customer🤠👍 3 January 2026 Reply from DamnModz Jan 5, 2026 Hey Kaeia, Glad to hear you’re happy with your order and planning to come back as a main customer—that means a lot to us! We’ll keep delivering fast and reliable service for you. Looking forward to your next visit. — Team DamnModz DB Deron B US • 3 reviews Jan 2, 2026 Verified Another amazing experience Another amazing experience. Easy process, super fast Response time. Jose took great care of me throughout. Definitely will be back. 28 December 2025 Reply from DamnModz Jan 3, 2026 Hey Deron, Glad to hear Jose and the team made the process smooth and fast for you. Looking forward to having you back for your next boost! — Team DamnModz See 2 more reviews by Deron CU customer US • 1 review Jan 1, 2026 Verified Good sellers got it done fast 27 December 2025 Reply from DamnModz Jan 3, 2026 Hey, Glad to hear you got your order done fast—that’s how we like to roll. If you ever need anything else or have questions, just hit us up. Appreciate you choosing DamnModz! — Team DamnModz OS Oscar US • 1 review Dec 31, 2025 Verified Purchased GTA cash and a rank up I purchased GTA cash and a rank up, and it was exactly what I asked for. This is my 2nd time requesting mods and I’ll definitely be back again. Great communication, very friendly and they kept me updated throughout the entire process 28 December 2025 Reply from DamnModz Dec 31, 2025 Hey Oscar, Glad to hear your GTA cash and rank hit the mark again! We appreciate you trusting us for a second round and are stoked our updates kept you in the loop. Looking forward to helping you with your next order. — Team DamnModz CU Customer US • 1 review Dec 31, 2025 Verified Very fast and reliable Very fast and reliable! Second acc i get fast run on… 30 December 2025 Reply from DamnModz Dec 31, 2025 Hey, Glad to hear your second account came through fast and reliable! We aim to keep that speed and quality consistent for every order. If you ever need anything else or have questions, just let us know. — Team DamnModz JT Johnny T US • 1 review Dec 30, 2025 Verified The bestttttttt fast service The bestttttttt fast service, would recommend to anyone. 30 December 2025 Reply from DamnModz Dec 31, 2025 Hey Johnny, Glad to hear you’re loving the speed and service! We keep things moving fast so you can get back to gaming without the wait. Appreciate the recommendation—means a lot coming from a fellow gamer. — Team DamnModz Ruben Sanchez US • 1 review Dec 29, 2025 Redirected 5/5 BO3 PC BOOST 5/5 for the person that helped me, I bought bo3 boosting for pc and i took massive precautions to make sure everything went well and it did 28 December 2025 Unprompted review Reply from DamnModz Dec 29, 2025 Hey Ruben, Glad to hear your BO3 boosting went smoothly. We always aim to keep things safe and efficient for PC players. If you ever need anything else or have questions, just reach out. — Team DamnModz CU customer US • 1 review Dec 29, 2025 Verified Was skeptical at first Was skeptical at first, but the customer service is friendly and they delivered on their service 28 December 2025 Reply from DamnModz Dec 29, 2025 Hey, Glad to hear our team’s friendly support and fast delivery helped turn your skepticism around. We’re all about getting you back to gaming with zero hassle. If you ever need anything else or have questions, just hit us up. — Team DamnModz CU customer GB • 1 review Dec 28, 2025 Verified Service was kind and answered questions… Service was kind and answered questions when needed all around good experience 28 December 2025 Reply from DamnModz Dec 29, 2025 Hey, Glad to hear our team was able to help with your questions and that you had a good experience overall. We’re here whenever you need support or want to level up your game. Keep enjoying those wins! — Team DamnModz HZ H z JP • 1 review Dec 28, 2025 I got fast run for Christmas I got fast run for Christmas discount, can’t lie was a bit scared about sharing info to my 4L but they did the service with no problem in under 48 hours. 10/10 reliable services 27 December 2025 Unprompted review Reply from DamnModz Dec 29, 2025 Hey , Glad to hear the service went smoothly and we earned your trust. We always aim to deliver fast and reliable service without any hassle. If you ever need anything else or have questions, just reach out. — Team DamnModz VA Vanixaty US • 5 reviews Dec 28, 2025 Verified Fast Service Damnmodz applied the fast run service to my account in literally 1 day they the goats in GTA 5 services. There may go 2 for the fast service and always keep in touch with you on your order. 28 December 2025 Reply from DamnModz Dec 29, 2025 Hey, Glad to hear the fast run service hit your account in just one day—that’s exactly the speed we aim for. We appreciate you recognizing our team’s communication throughout your order. — Team DamnModz See 1 more review by Vanixaty PC Promising Customer GB • 4 reviews Dec 28, 2025 Verified Promising Customer Fast Run Service Completed Within 24 Hours Of Putting In The Order. Damnmodz Is A Very Trust Worthy Website Recommended To All New Customers. The Owner Is Very Nice, Their AI Text-Chat Is Very Helpful With Any Questions You Might Have. Their Products On The Page Are Very Descriptive & Organized. Always A Top Tier Experience Shopping With Damnmodz.! 28 December 2025 Reply from DamnModz Dec 29, 2025 Hey, Glad to hear your fast run service was completed within 24 hours and that you found our chat helpful! We pride ourselves on clear product info and a smooth experience. Appreciate you recommending us to new customers. — Team DamnModz See 2 more reviews by Promising CU customer US • 1 review Dec 28, 2025 Verified Camos Did camos for me quick and easy 25 December 2025 Reply from DamnModz Dec 29, 2025 Hey, Glad to hear the camo service was quick and easy for you. We aim to keep things smooth and efficient so you can get back to gaming fast. If you ever need anything else or have questions, we’re here to help. — Team DamnModz BA Bader KW • 1 review Dec 28, 2025 Verified Super fast only took a day like how… Super fast only took a day like how they said provided me with a good seller 27 December 2025 Reply from DamnModz Dec 29, 2025 Hey Bader, Glad to hear we delivered as promised and got your order done in a day. We keep things fast and reliable so you can get back to gaming without the wait. If you ever need anything else or have questions, just hit us up. — Team DamnModz CU customer US • 1 review Dec 27, 2025 Verified Great experience first time buyer and… Great experience first time buyer and will definitely be back 27 December 2025 Reply from DamnModz Dec 29, 2025 Hey, Glad to hear your first experience went great and you’re already planning to come back. We keep things smooth and quick because we know how important that is for gamers. When you’re ready for your next order, we’ve got you covered. — Team DamnModz Previous 1 2 3 4 Next page The Trustpilot Experience We're open to all Anyone can write a Trustpilot review. People who write reviews have ownership to edit or delete them at any time, and they’ll be displayed as long as an account is active . We champion verified reviews Companies can ask for reviews via automatic invitations. Labeled Verified, they’re about genuine experiences. Learn more about other kinds of reviews. 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https://aws.amazon.com/blogs/storage/category/storage/amazon-glacier/ | Amazon S3 Glacier | AWS Storage Blog Skip to Main Content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account AWS Blogs Home Blogs Editions AWS Storage Blog Category: Amazon S3 Glacier Cost-optimized file storage with Amazon FSx for NetApp ONTAP and Komprise by Nick Anderson on 11 NOV 2025 in Advanced (300) , Amazon FSx for NetApp ONTAP , Amazon S3 Glacier , AWS Direct Connect , Best Practices , Customer Solutions , Experience-Based Acceleration , Manufacturing , Migration , Partner solutions Permalink Comments Share As enterprises pursue digital transformation and smart operations, they’re challenged by the limitations of traditional file systems. Machine-generated data from connected systems and automation has pushed legacy storage solutions beyond their capabilities. In manufacturing, healthcare, logistics, financial services, and other industries, organizations need reliable access to data across globally distributed locations. These organizations face rising […] Accelerating Amazon S3 Batch Operations at scale with on-demand manifest generation by Abhishek Shukla , Yeswanth Narra , and Fred Zhang on 13 OCT 2025 in Amazon S3 Glacier , Amazon Simple Storage Service (S3) , AWS CLI , AWS CloudShell , AWS Identity and Access Management (IAM) , AWS Lambda , Technical How-to Permalink Comments Share Modern enterprises routinely manage billions of objects across their cloud storage environments, needing efficient bulk operations for disaster recovery, compliance management, data transfer, and cost optimization. Performing these operations manually or through custom scripts becomes impractical at scale, often creating operational bottlenecks when time-sensitive actions are necessary. Organizations frequently need to identify and process specific […] Cost-efficient backup archiving with Veeam Direct to Amazon S3 Glacier storage classes by William Quigley on 08 JUL 2025 in Advanced (300) , Amazon S3 Glacier , Amazon S3 Glacier Deep Archive , Amazon Simple Storage Service (S3) , Partner solutions , Storage , Technical How-to Permalink Comments Share If you work with data storage and data protection, then you’re aware of the “3-2-1 rule.” System administrators consider the 3-2-1 rule a best practice for backup and disaster recovery (DR), and it is recommended by US-CERT. The 3-2-1 rule states that you should have three copies of your data (your production data and two […] Archiving relational databases to Amazon S3 Glacier storage classes for cost optimization by Jean-Sebastien Labonte , Yanko Bolanos , and Sebastien Perreault on 28 JAN 2025 in Advanced (300) , Amazon CloudWatch , Amazon Elastic Container Registry , Amazon EventBridge , Amazon S3 Glacier , Amazon Simple Notification Service (SNS) , AWS Batch , AWS Fargate , AWS Lambda , AWS Secrets Manager , Storage , Technical How-to Permalink Comments Share Many customers are growing their data footprints rapidly, with significantly more data stored in their relational database management systems (RDBMS) than ever before. Additionally, organizations subject to data compliance including the Health Insurance Portability and Accountability Act (HIPAA), the Payment Card Industry Data Security Standard (PCI-DSS) and General Data Protection Regulation (GDPR) are often required […] Cost-optimized log aggregation and archival in Amazon S3 using s3tar by Krishna Prasad and Yanko Bolanos on 15 JAN 2025 in Advanced (300) , Amazon Elastic Container Service , Amazon EventBridge , Amazon S3 Glacier , Amazon S3 Glacier Deep Archive , Amazon Simple Notification Service (SNS) , Amazon Simple Storage Service (S3) , AWS Fargate , AWS Lambda , Storage , Technical How-to Permalink Comments Share According to a study by the International Data Corporation (IDC), the global datasphere is expected to grow from 33 zettabytes (ZB) in 2018 to 175 ZB by 2025, a staggering five-fold increase. Organizations that leverage distributed architectures generate a significant portion of their data footprint from observability data, including application logs, metrics, and traces, which […] Analyze access patterns and use the most cost-effective Amazon S3 storage class by Durga Prasad Katrapally on 21 OCT 2024 in Amazon S3 Glacier , Amazon Simple Storage Service (S3) , Intermediate (200) , Storage , Technical How-to Permalink Comments Share Businesses that use data lakes, machine learning (ML), and analytics need scalable data storage. However, not all stored data is accessed equally. Some portions of data may be accessed often, while whereas other portions of data are rarely accessed. Modern cloud storage allows users to move infrequently used, cold data to lower-cost storage classes. This […] How London Stock Exchange Group migrated 30 PB of market data using AWS DataSync by Aleksei Gorbunov , Darryl Diosomito , and Krishna Gogineni on 26 JUN 2024 in Amazon CloudWatch , Amazon DynamoDB , Amazon S3 Glacier , Amazon S3 Glacier Deep Archive , Amazon Simple Storage Service (S3) , AWS DataSync , AWS Identity and Access Management (IAM) , AWS Lambda , AWS Partner Network , AWS Secrets Manager , AWS Step Functions , AWS Systems Manager , Customer Solutions , Intermediate (200) , Migration & Transfer Services , Multicloud , Storage Permalink Comments Share Update (5/29/2025): On May 29, 2025, AWS DataSync launched Enhanced mode support for cross-cloud transfers. Enhanced mode simplifies data transfers between AWS and other clouds by removing the need for a DataSync agent. It also provides higher performance and scalability when compared to Basic mode. For more details, see the What’s New announcement or review the documentation for guidance […] How Toyota Connected North America reduced storage costs by optimizing its growing data on Amazon S3 by Alex Payne , Kartik Verma , and Genta Watanabe on 28 MAY 2024 in Amazon S3 Glacier , Amazon Simple Storage Service (S3) , AWS Cloud Financial Management , Customer Solutions , Intermediate (200) , Storage Permalink Comments Share Toyota Connected North America, founded in 2016, focuses on developing and delivering advanced technology and data services for Toyota and Lexus vehicles. Toyota Connected’s mission is to make mobility a more accessible, exciting, and human-centric experience for everyone. To this end, Toyota Connected uses data connectivity to serve more than 8 million retail customers, hundreds […] Faster restores on Veeam using Amazon S3 Glacier Flexible Retrieval and S3 Batch Operations by William Quigley and Roy Adiel on 03 MAY 2024 in Amazon EC2 , Amazon S3 Glacier , Amazon Simple Storage Service (S3) , AWS Batch , AWS Identity and Access Management (IAM) , AWS Partner Network , Compute , Storage Permalink Comments Share Storing multiple copies of data is often an enterprise data protection best practice and a critical part of backup and recovery solutions. The ability to quickly recover or restore data – often from backup copies in cost-effective archive storage – is critical to minimizing potential downtime or operational disruptions in disaster recovery (DR) scenarios such […] Automating retrievals from the Amazon S3 Glacier storage classes by Ballu Singh , Ananta Khanal , Pranjal Gururani , and Neha Joshi on 18 DEC 2023 in Advanced (300) , Amazon S3 Glacier , Amazon S3 Glacier Deep Archive , Amazon Simple Notification Service (SNS) , Amazon Simple Queue Service (SQS) , Amazon Simple Storage Service (S3) , AWS Lambda , Compute , Storage , Technical How-to Permalink Comments Share Faced with increasing amounts of data and a tightening economic climate, enterprises are looking to save money on their storage costs by moving rarely needed data to archival storage options. The least costly options require your internal systems to support receiving data back in hours or days, often called asynchronous retrievals. 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https://ai.google.dev/gemini-api/docs/api-versions?hl=tr | API sürümleriyle ilgili açıklama | Gemini API | Google AI for Developers Ana içeriğe atla / English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 API anahtarı alma Tarif Defteri Topluluk Oturum aç Dokümanlar API referansı Gemini API Dokümanlar API referansı API anahtarı alma Tarif Defteri Topluluk Genel bakış API sürümleri İşlemler Modeller İçerik oluşturuluyor Canlı API Live Music API Interactions API Simgeler Dosyalar Toplu API Önbelleğe alma Yerleştirmeler Dosya arama Dosya arama mağazaları Doküman Tüm yöntemler Kullanımdan kaldırıldı PaLM (artık kaldırıldı) SDK referansları Python Go TypeScript Java C# Ana Sayfa Gemini API API referansı Geri bildirim gönderin API sürümleriyle ilgili açıklama Hizmet Şartlarımızı güncelledik. Bu belgede, Gemini API'nin v1 ve v1beta sürümleri arasındaki farklarla ilgili üst düzey bir genel bakış sunulmaktadır. v1 : API'nin kararlı sürümü. Kararlı sürümdeki özellikler, ana sürümün kullanım ömrü boyunca tam olarak desteklenir. API'nin bir sonraki ana sürümü, önemli değişiklikler varsa oluşturulur ve mevcut sürüm makul bir süre sonra kullanımdan kaldırılır. API'de, ana sürüm değiştirilmeden uyumluluğu bozmayan değişiklikler yapılabilir. v1beta : Bu sürüm, geliştirme aşamasında olabilecek ve zarar veren değişikliklere tabi olabilecek erken erişim özelliklerini içerir. Beta sürümündeki özelliklerin kararlı sürüme taşınacağı da garanti edilmez. Üretim ortamınızda kararlılık gerekiyorsa ve değişikliklerin bozulma riskini göze alamıyorsanız bu sürümü üretimde kullanmamalısınız. Özellik v1 v1beta İçerik oluşturma - Yalnızca metin girişi İçerik üretme - Metin ve resim girişi İçerik oluşturma - Metin çıkışı İçerik oluşturma - Çok adımlı görüşmeler (sohbet) İçerik üretme - İşlev çağrıları İçerik Oluşturma - Akış İçerik yerleştirme - Yalnızca metin girişi Yanıt oluşturma Anlamsal alıcı Interactions API - Desteklenir - Hiçbir zaman desteklenmeyecek SDK'da API sürümünü yapılandırma Gemini API SDK'sı varsayılan olarak v1beta sürümünü kullanır ancak API sürümünü aşağıdaki kod örneğinde gösterildiği gibi ayarlayarak diğer sürümleri kullanmayı tercih edebilirsiniz: Python from google import genai client = genai . Client ( http_options = { 'api_version' : 'v1alpha' }) response = client . models . generate_content ( model = 'gemini-2.0-flash' , contents = "Explain how AI works" , ) print ( response . text ) JavaScript import { GoogleGenAI } from "@google/genai" ; const ai = new GoogleGenAI ({ httpOptions : { apiVersion : "v1alpha" }, }); async function main () { const response = await ai . models . generateContent ({ model : "gemini-2.0-flash" , contents : "Explain how AI works" , }); console . log ( response . text ); } await main (); REST curl "https://generativelanguage.googleapis.com/v1/models/gemini-1.5-flash:generateContent" \ -H "x-goog-api-key: $GEMINI_API_KEY " \ -H 'Content-Type: application/json' \ -X POST \ -d '{ "contents": [{ "parts":[{"text": "Explain how AI works."}] }] }' Geri bildirim gönderin Aksi belirtilmediği sürece bu sayfanın içeriği Creative Commons Atıf 4.0 Lisansı altında ve kod örnekleri Apache 2.0 Lisansı altında lisanslanmıştır. Ayrıntılı bilgi için Google Developers Site Politikaları 'na göz atın. Java, Oracle ve/veya satış ortaklarının tescilli ticari markasıdır. Son güncelleme tarihi: 2025-12-18 UTC. Bize geri bildirimde bulunmak mı istiyorsunuz? [[["Anlaması kolay","easyToUnderstand","thumb-up"],["Sorunumu çözdü","solvedMyProblem","thumb-up"],["Diğer","otherUp","thumb-up"]],[["İhtiyacım olan bilgiler yok","missingTheInformationINeed","thumb-down"],["Çok karmaşık / çok fazla adım var","tooComplicatedTooManySteps","thumb-down"],["Güncel değil","outOfDate","thumb-down"],["Çeviri sorunu","translationIssue","thumb-down"],["Örnek veya kod sorunu","samplesCodeIssue","thumb-down"],["Diğer","otherDown","thumb-down"]],["Son güncelleme tarihi: 2025-12-18 UTC."],[],[]] Şartlar Gizlilik Manage cookies English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 | 2026-01-13T09:29:52 |
https://www.globalcbpr.org/economies/united-states/ | United States Archives - Global CBPR Forum Skip to content Home About Members & Associates Organization Leadership Privacy Certifications Certified Organizations Accountability Agents FAQs Privacy Enforcement News Events Documents Home About Members & Associates Organization Leadership Privacy Certifications Certified Organizations Accountability Agents FAQs Privacy Enforcement News Events Documents Forum Login Accountability Agents Accountability Begins With Certification Global CBPR Forum-recognized Accountability Agents (AAs) perform a key role in the Global Cross Border Privacy Rules (CBPR) and the Global Privacy Recognition for Processors (PRP) Systems. AAs certify that the privacy policies and practices of participating companies are compliant with the Global CBPR and Global PRP Systems’ Program Requirements . Through the Global CBPR and Global PRP Systems, Forum-recognized AAs work collaboratively with companies, consumers and governments to resolve privacy complaints and facilitate trusted cross-border data transfers. Interested in applying to become an Accountability Agent? Click here for more information on how to become an AA Forum-Recognized Accountability Agents United States Remove Filter VeraSafe United States Recognized Systems: Global CBPR, Global PRP BBB National Programs United States Recognized Systems: Global CBPR, Global PRP NCC Group United States Recognized Systems: Global CBPR, Global PRP Schellman United States Recognized Systems: Global CBPR, Global PRP TRUSTe United States Recognized Systems: Global CBPR, Global PRP Home Membership About Documents News Home Membership About Documents News © 2024 Global Cross-Border Privacy Rules Forum | 2026-01-13T09:29:52 |
https://www.telegraph.co.uk/reform-uk/ | Reform UK - The Telegraph Jump to content UK News Website of the Year 2024 Search Icon News Sport Business Money Travel Calculators Opinion Ukraine Health Recommended Lifestyle Culture Christmas Charity Appeal Puzzles Podcasts UK Edition US Edition Search Icon Subscribe now Log in See all News UK news UK news home Scotland Wales Northern Ireland Politics Conservatives Labour Lib Dems Reform UK SNP US politics World US News Europe Middle East Asia Australasia Africa South America Donald Trump Health news Defence Science Education Environment Investigations Investigations home Signals Network Contact us Global Health Security Global Health Security home Climate & People Science & Disease Terror & Security Women & Girls Opinion & Analysis Royals King Charles III Queen Camilla Prince William Princess of Wales Prince Harry Duchess of Sussex Sections UK Edition US Edition News News home UK news Politics World Donald Trump Health news Defence Science Education Environment Investigations Global Health Security Royals Sport Sport home Football Rugby Union Cricket Golf F1 Tennis Racing Women's Sport Cycling Boxing Betting More... Business Business home Economy Companies Markets Tech Money Money home Property Tax Pensions Banking Investing Net Zero Calculators Guides Travel Travel home Europe UK Worldwide City breaks Hotels Cruise Ski Advice Calculators Opinion Opinion home Obituaries Letters to the Editor Telegraph View Our columnists Cartoons Ukraine Ukraine home Daily podcast Weekly newsletter Health Health home Diet Fitness Conditions Wellbeing Parenting Guides Tools Recommended Recommended home Home Garden Sleep Tech Health & Fitness Beauty & Grooming Travel & Outdoors Parenting Lifestyle Lifestyle home Recipes Food & Drink Fashion Beauty Luxury Cars Gardening Culture Culture home TV Film Music Books Theatre Comedy Dance Opera Classical Art Telegraph Tickets Christmas Charity Appeal Puzzles Podcasts UK Edition US Edition Subscribe now Log in Login icon Follow us on: Facebook icon Instagram icon X icon Snapchat icon LinkedIn icon YouTube icon More from The Telegraph Download our app Help and support Newsletters Recommended Financial Solutions Events Dating Offers Travel offers Shop Garden shop Bookshop Tickets Puzzles Fantasy Football Work at The Telegraph Telegraph Corporate Announcements The Chelsea Magazine Company Voucher codes See top shops Samsung Nike ASOS eBay Currys Wayfair TUI JD Sports Travelodge Adidas Reform UK Zahawi’s defection sets an example for disillusioned Conservatives Plus: Scrutiny of the assisted dying Bill; proscribing the IRGC; grey belt chicanery; threats to pubs; and repasts from the past Letters to the Editor 12 Jan 2026, 8:00pm Zahawi almost pulled off a PR coup... but unfortunately for him, there’s Google Reform’s new recruit may be smoother than Imperial Leather but dismissing anti-Farage comments as old news won’t wash Tim Stanley 12 Jan 2026, 7:23pm The Daily T: Tory ‘has-been’ Zahawi defects to Reform after comparing Farage to Goebbels Plus British-Iranian actor and comedian Omid Djalili on the protests that could topple the Iranian regime Camilla Tominey 12 Jan 2026, 4:45pm Nadhim Zahawi ‘begged’ for Tory peerage before defection Daniel Martin 12 Jan 2026, 4:08pm Zahawi is a catch but Reform needs actual MPs to break through Stephen Pollard 12 Jan 2026, 1:17pm All the Tory MPs who have defected to Reform UK Dominic Penna 12 Jan 2026, 1:01pm Farage: I won’t pay EU’s Reform penalty Dominic Penna 12 Jan 2026, 9:00am Advertisement Reform wants to run Britain. A divided Kent is its political experiment Depending who you ask, the party’s flagship council is either succeeding on an ‘incredible scale’, or a group of paranoid over-spenders... Rosa Silverman 12 Jan 2026, 6:30am The uncomfortable truth of our national decline In more than a quarter of a century of opinion research, I have never heard anyone talk about wanting to return to England’s golden age James Frayne 11 Jan 2026, 5:20pm Britain’s pothole plague: How does your council perform? Reform UK among the worst offenders, with the highest proportion of councils given a ‘red rating’ Tony Diver 11 Jan 2026, 7:00am Reform’s Laila Cunningham: I’m a Muslim, but as mayor, I would want the burka banned With a zero-tolerance approach to crime, the ‘vigilante mum’ has her sights set on replacing Sadiq Khan and making Londoners feel safe again Camilla Tominey 9 Jan 2026, 5:00pm Defect to Reform or shadow chancellor: What next on Jenrick’s long march Rightwards? Fellow Tories fear the ambitious Newark MP, once liberal on immigration and an ardent Remainer, is on a path that ends with Farage’s party Camilla Tominey 9 Jan 2026, 1:14pm The racism against Laila Cunningham will be a big headache for Farage Many Reform supporters have an ethnic definition of Britishness. This is complicated for a party with prominent Muslim figures Rakib Ehsan 9 Jan 2026, 7:00am Campaigners battle plan to replace heritage lamp posts Residents and councillors hit out at proposals to remove cast iron pillars in Eastbourne Telegraph Reporters 8 Jan 2026, 6:34pm Laila Cunningham: I don’t want Jenrick in Reform Party’s London mayoral candidate suggests shadow justice secretary played key role in Tory government failures Camilla Tominey 8 Jan 2026, 4:56pm If we don’t ban Iran’s terror gang now we never will Proscribing the Islamic Revolutionary Guard Corps would be an act of self-defence David Jones 8 Jan 2026, 2:47pm The Polesworth Pensioner could swing the election for Reform Warwickshire villagers are the bellwether for voting behaviour as Farage seeks to demolish the Red Wall Sherelle Jacobs 8 Jan 2026, 2:22pm Reform accuses Reeves of ‘flagrant racism’ in benefits row Chancellor ‘conflating skin colour and nationality’ in row with Nigel Farage over scrapping of two-child benefit cap Dominic Penna 8 Jan 2026, 1:21pm Anas Sarwar: I can win in Scotland despite unpopular Starmer Scottish Labour leader says he can win Holyrood elections and take power on May 7 ‘in defiance’ of dissatisfaction with the Prime Minister Dominic Penna 8 Jan 2026, 11:35am Starmer brings the banter but Nigel’s lady in red is not laughing Farage hits back with his own improv routine as Reform unveil Laila Cunningham, their icy pick for London Mayor Tim Stanley 7 Jan 2026, 7:13pm Advertisement Twenty-two Labour councils set to delay local elections Councils in favour of postponing election until next year are all in areas where Reform is expected to do well, investigation finds Daniel Martin 7 Jan 2026, 7:12pm ‘A great candidate’: your views on Reform UK’s London mayoral choice Telegraph poll reveals strong support for the party’s candidate to challenge Sadiq Khan Cash O'Sullivan 7 Jan 2026, 6:53pm The Daily T: Farage attacks ‘deluded’ Sadiq Khan The Daily T speaks to the Reform leader at a press conference launching his London mayoral candidate Laila Cunningham Camilla Tominey 7 Jan 2026, 4:34pm Farage: Police chief should resign over Israeli football fan ban Reform UK leader accuses Craig Guildford of spreading ‘misinformation’ about alleged violent behaviour of Maccabi Tel Aviv supporters Tony Diver 7 Jan 2026, 3:36pm Farage unveils London mayoral candidate to take on Khan Dominic Penna 7 Jan 2026, 2:03pm Farage reprimands Reform candidate who told Lammy to ‘go home’ Leader rebukes Chris Parry for ‘Caribbean loyalties’ remark about London-born Justice Secretary Amy Gibbons 7 Jan 2026, 2:00pm Labour popularity plunges to new low despite Starmer reset YouGov poll shows more people than ever disapprove of the Government as net approval rating hits -59 Dominic Penna 7 Jan 2026, 10:07am Reform complains to BBC over TV audience ‘plant’ Woman in audience who criticised party’s candidate is now running for Plaid Cymru, its main opponent in Wales Amy Gibbons 7 Jan 2026, 9:57am Scotland’s biggest offshore wind farm wasting three quarters of energy Lack of grid capacity means operator cannot transport electricity to much of the country Jonathan Leake 7 Jan 2026, 6:00am Reform’s new Scottish recruit ignores rules of the game on independence Defector from the Conservatives risks harming party’s chances in Scotland Alan Cochrane 6 Jan 2026, 11:10pm Lee Anderson: BBC corridors still stalked by perverts MP says he no longer pays licence fee because he does not want to fund pensions of “creatures” Daniel Martin 6 Jan 2026, 9:43pm Reform peer refuses to rule out Scottish independence referendum Lord Offord of Garvel said a second vote could theoretically be held ‘whenever’ Simon Johnson 6 Jan 2026, 7:38pm Starmer tells Cabinet to prepare for ‘fight of our lives’ against Reform PM issues warning amid speculation he may be replaced in No 10 by one of his ministers Dominic Penna 6 Jan 2026, 11:36am Pagination Previous Next The Telegraph Back to top Follow us on: Facebook icon Instagram icon X icon Snapchat icon LinkedIn icon YouTube icon Download the Telegraph App Recommended Podcasts Syndication and Commissioning Help Centre Betting Branded Content Privacy Reader Prints Theatre Tickets Careers About us Announcements Puzzles Guidelines Terms & Conditions Newsletters Crosswords Tax Strategy Advertising terms Subscribe Cryptic Crossword Modern Slavery Subscription Terms & Conditions Gift Subscriptions Plusword The Chelsea Magazine Company © Telegraph Media Group Holdings Limited 2026 | 2026-01-13T09:29:52 |
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https://aws.amazon.com/s3/glacier/ | Secure archive storage – Amazon S3 Glacier storage classes – AWS Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account Amazon S3 Overview Features Storage classes Pricing Security More Amazon S3 › Storage Classes › Glacier Amazon S3 Glacier storage classes Long-term, secure, durable storage classes for data archiving at the lowest cost and milliseconds access Get started with Amazon S3 Read the ebook Overview The Amazon S3 Glacier storage classes are purpose-built for data archiving, providing you with the highest performance, most retrieval flexibility, and the lowest cost archive storage in the cloud. All S3 Glacier storage classes provide virtually unlimited scalability and are designed for 99.999999999% (11 nines) of data durability. The S3 Glacier storage classes deliver options for the fastest access to your archive data and the lowest-cost archive storage in the cloud. You can choose from three archive storage classes optimized for different access patterns and storage duration. For archive data that needs immediate access, such as medical images, news media assets, or genomics data, choose the S3 Glacier Instant Retrieval storage class, an archive storage class that delivers the lowest cost storage with milliseconds retrieval. For archive data that does not require immediate access but needs the flexibility to retrieve large sets of data at no cost, such as backup or disaster recovery use cases, choose S3 Glacier Flexible Retrieval, with retrieval in minutes or free bulk retrievals in 5-12 hours. To save even more on long-lived archive storage such as compliance archives and digital media preservation, choose S3 Glacier Deep Archive, the lowest cost storage in the cloud with data retrieval within twelve hours. S3 Glacier storage classes getting started tutorial Play Benefits Retrievals as quick as milliseconds The Amazon S3 Glacier storage classes provide retrieval options from milliseconds to hours to fit your performance needs. The S3 Glacier Instant Retrieval storage class delivers milliseconds retrieval for archives that need immediate access, such as medical images or news media assets. S3 Glacier Flexible Retrieval provides three retrieval options: expedited retrievals that typically complete in 1–5 minutes, standard retrievals that typically complete in 3–5 hours and start within minutes when initiated using S3 Batch Operations, and free bulk retrievals that return large amounts of data typically in 5–12 hours. The Amazon S3 Glacier Deep Archive storage class provides two retrieval options ranging from 12-48 hours. Learn more about Amazon S3 Glacier retrieval options Learn more about Amazon S3 Glacier Deep Archive retrieval options Unmatched durability and scalability The Amazon S3 Glacier storage classes run on the world’s largest global cloud infrastructure with virtually unlimited scalability and are designed for 99.999999999% (11 nines) of durability. Data is redundantly stored across multiple Availability Zones that are physically separated within an AWS Region. Learn more about the AWS Global Cloud Infrastructure Most comprehensive security and compliance capabilities The S3 Glacier storage classes offer sophisticated integration with AWS CloudTrail to log, monitor, and retain storage API call activities for auditing, and they support three different forms of encryption. These storage classes also support security standards and compliance certifications, including SEC Rule 17a-4, PCI-DSS, HIPAA/HITECH, FedRAMP, EU GDPR, and FISMA. Amazon S3 Object Lock enables WORM storage capabilities, helping satisfy compliance requirements for virtually every regulatory agency around the globe. Learn more about AWS Security Learn more about AWS Compliance Lowest cost All S3 Glacier storage classes are designed to be the lowest-cost storage for specific access patterns, allowing you to archive large amounts of data at a very low cost. This makes it feasible to retain all the data you want for use cases like data lakes, analytics, Internet of Things (IoT), machine learning, compliance, and media asset archiving. You pay only for what you need, with no minimum commitments or upfront fees. Learn more about Amazon S3 pricing details Most supported by partners, vendors, and AWS services In addition to integration with most AWS services, Amazon S3 object storage services include tens of thousands of consulting, systems integrator, and independent software vendor partners, with more joining every month. AWS Partner Network partners have adapted their services and software to work with Amazon S3 storage classes for solutions such as backup and recovery , archiving , and disaster recovery . No other cloud provider has more partners with solutions that are pre-integrated to work with their service. Learn more about AWS Storage Partners How it works: S3 Glacier storage classes Overview Amazon S3 Glacier Instant Retrieval Amazon S3 Glacier Flexible Retrieval Amazon S3 Glacier Deep Archive Overview The Amazon S3 Glacier storage classes are purpose-built for data archiving, providing you with the highest performance, most retrieval flexibility, and the lowest cost archive storage in the cloud. You can now choose from three archive storage classes optimized for different access patterns and storage duration. Amazon S3 Glacier Instant Retrieval S3 Glacier Instant Retrieval delivers the lowest cost storage, up to 68% lower cost (than S3 Standard-Infrequent Access), for long-lived data that is accessed once per quarter and requires millisecond retrieval. It is designed for rarely accessed data that still needs immediate access in performance-sensitive use cases like image hosting, online file-sharing applications, medical imaging and health records, news media assets, and satellite and aerial imaging. S3 Glacier Instant Retrieval offers the high durability, high throughput, and similar low latency of S3 Standard-IA, with a lower per-GB storage price and slightly higher per-GB retrieval price. S3 Glacier Instant Retrieval is designed for 99.999999999% (11 9s) of data durability and 99.9% availability by redundantly storing data across multiple physically separated AWS Availability Zones in a given year. Amazon S3 Glacier Flexible Retrieval S3 Glacier Flexible Retrieval delivers low-cost storage, up to 10% lower cost (than S3 Glacier Instant Retrieval), for archive data that is accessed 1-2 times per year and is retrieved asynchronously. S3 Glacier Flexible Retrieval is the ideal storage class for archive data that does not require immediate access but needs the flexibility to retrieve large sets of data at no cost, such as backup or disaster recovery use cases. S3 Glacier Flexible Retrieval delivers the most flexible retrieval options that balance cost with access times ranging from minutes to hours and with free bulk retrievals. It is an ideal solution for backup, disaster recovery, offsite data storage needs, and for when some data needs to occasionally retrieved in minutes, and you don’t want to worry about costs. S3 Glacier Flexible Retrieval is designed for 99.999999999% (11 9s) of data durability and 99.99% availability by redundantly storing data across multiple physically separated AWS Availability Zones in a given year. Amazon S3 Glacier Deep Archive S3 Glacier Deep Archive delivers the lowest cost storage, up to 75% lower cost (than S3 Glacier Flexible Retrieval), for long-lived archive data that is accessed less than once per year and is retrieved asynchronously. At just $0.00099 per GB-month (or $1 per TB-month), S3 Glacier Deep Archive offers the lowest cost storage in the cloud, at prices significantly lower than storing and maintaining data in on-premises tape or archiving data off-site. S3 Glacier Deep Archive is a cost-effective and easy-to-manage alternative to tape. It is designed for customers — particularly those in the financial services, healthcare, media and entertainment and public sector — that retain data sets for 7-10 years or longer to meet customer needs and regulatory compliance requirements. S3 Glacier Deep Archive is designed for 99.999999999% (11 9s) of data durability and 99.99% availability by redundantly storing data across multiple physically separated AWS Availability Zones in a given year. Use cases Media asset workflows Media and entertainment assets such as video and news footage require durable storage and can grow to many petabytes over time. Much of this data needs to be available immediately for breaking news events, video rendering, or content development. The Amazon S3 Glacier Instant Retrieval storage class allows you to archive older media content affordably while still making it available in milliseconds when it’s needed. To save even more on storage costs for media archives that don’t require milliseconds access, you can use S3 Glacier Flexible Retrieval or S3 Glacier Deep Archive. Healthcare information archiving Hospital systems need to retain petabytes of patient records (such as LIS, PACS, and EHR) for decades to meet regulatory requirements. The Amazon S3 Glacier Flexible Retrieval and S3 Glacier Deep Archive storage classes help you reliably archive patient record data securely at a very low cost. The Amazon S3 Glacier Instant Retrieval storage class is ideal for medical images or genomics, where milliseconds retrieval is required. Regulatory, compliance, and business policy archiving Many enterprises like financial services and healthcare must retain regulatory and compliance archives for extended durations. Amazon S3 Object Lock helps you set compliance controls to meet your objectives, such as SEC Rule 17a-4(f) . Company policies can also require record retention of several years or indefinitely for data such as finance, tax, HR, or email records that can use S3 Glacier storage classes for a long-term content archive. Long-term backup retention As part of backup plans, businesses store large data backups for many years on expensive on-premises storage systems. The S3 Glacier storage classes deliver the lowest-cost archive storage for these backups, while also making the data available when needed. S3 Glacier customers Learn how Snap optimizes cost savings while storing over 1.5 trillion photos and videos on Amazon S3 Glacier Instant Retrieval Learn more Learn how Electronic Arts optimizes storage costs and operations using Amazon S3 Intelligent-Tiering and the S3 Glacier storage classes Learn more Learn how Electronic Arts optimizes storage costs and operations using Amazon S3 Intelligent-Tiering and the S3 Glacier storage classes » Learn more Learn how NASCAR modernizes their multi-PB media archive at speed with AWS Storage Learn more Learn how Warner Bros. uses S3 Glacier to preserve the world’s most important and extensive collections of movies and television Learn more Learn how CNN uses S3 Glacier to support daily news production Learn more Learn how PGA Tour is using archived data in S3 Glacier to create an entirely new experience for their fans » Learn more Learn how Pinterest uses S3 Glacier Deep Archive to manage storage for its visual discovery engine Learn more Learn how Conan O'Brien's team archives and preserves 25 years of late night legacy on AWS Learn more Learn how Ryanair saves 65% in backup costs by switching tape backups to the cloud using AWS Storage Gateway and storing them in S3 Glacier Learn more Learn how Qube Cinema takes movies from stage to screen faster on AWS Learn more Learn how BandLab decreases costs and improves availability using Amazon S3 Learn more Learn how Sysco reduces storage costs by over 40% by archiving to S3 Glacier Learn more Learn how Amagi uses S3 Glacier Instant Retrieval to optimize media storage costs Learn more Learn how SysCloud reduces costs and increases performance at scale for SaaS data backups on AWS Learn more Learn how Webair addresses unique backup needs with AWS Storage Gateway and S3 Glacier Deep Archive Learn more Joyn readies exclusive content for audiences with Amazon S3 Intelligent-Tiering and Amazon S3 Glacier Learn more Reuters builds easily accessible large-scale news archives on Amazon S3 Glacier » Learn more CloudWave modernizes EHR disaster recovery and provides fast, secure access to archived imaging data on AWS Learn more King Hamad University Hospital and Bahrain Oncology Center use Amazon S3 to store millions of medical images Learn more Ancestry uses Amazon S3 Glacier to restore terabytes of images in mere hours instead of days » Learn more How Canva saves over $3 million annually in Amazon S3 costs using S3 Glacier Instant Retrieval Learn more The BBC uses Amazon S3 Glacier Instant Retrieval to preserve 100 years of history » Learn more Learn how Photobox optimizes storage costs for over 12 billion photos with Amazon S3 Glacier Instant Retrieval Learn more Learn how Nasdaq uses Amazon S3 lifecycle policies to archive data to S3 Glacier and meet regulatory compliance requirements Learn more Learn how Indus OS transitioned billions of small objects to archive storage and saved 75% on costs Learn more Rock & Roll Hall of Fame preserves rock music history and modernizes on AWS » Learn more Resources Video Put your cold data to work for training AI/ML workloads with Amazon S3 Glacier (17:00) Watch the video Maximize the value of cold data with Amazon S3 Glacier (45:17) Watch the video Preserving and maximizing the value of digital media assets using Amazon S3 (59:21) Watch the video Amazon S3 Glacier Flexible Retrieval improves data restore time by up to 85% (11:36) Watch the video Start building with Amazon S3 Glacier storage classes Read the documentation Maximize the value of cold storage with Amazon S3 Glacier Read the ebook S3 Glacier blogs Loading Loading Loading Loading Loading Next steps Free tier Sign up for an AWS account Sign up Features page Learn more about Amazon S3 features Visit the Features page Tutorial Learn with hands-on tutorials View the tutorial Contact us Have more questions? 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https://www.cisco.com/site/us/en/about/purpose/fy24-report/index.html#bar_short | FY24 Purpose Report - Cisco Skip to main content Skip to search Skip to footer Cisco.com Worldwide Products and Services Close Solutions Close Support Close Learn Close Why Cisco Close Partners Close Trials and demos How to buy Partners EN US Profile Log in Trials and demos MENU CLOSE How to buy Partners Profile Log in EN US Close Close Close Close Close Hello, how can I help? About Purpose Power an Inclusive Future for All FY24 Purpose Report Celebrating 40 Years of Impact Driven by our Purpose, we combine our technology, people, and broader networks to address society's greatest challenges. We share the progress we've made in our annual report. FY24 Purpose Report (PDF) Overview Explore the Report Looking Ahead FY24 Purpose Report 40 Years of Impact We built the digital highways that have become the backbone for modern communication. Now, we’re harnessing the power of connection to build a better future for people, communities, and the planet. For 40 years, connection has been core to Cisco’s identity. At Cisco, we’re proud of how our products and services bridge gaps, enable collaboration, and drive sustainability in meaningful ways. We prove every day that running a successful business with a commitment to do good makes progress possible. Letter from the CEO Our Timeline of Impact 1984 Cisco Systems, Inc Developed by Sandy Lerner and Leonard Bosack with a team of colleagues at Stanford University, the multiprotocol router connected disparate computer networks, leading to Cisco’s founding. 1997 Cisco Networking Academy Launched to educate high school and college students on how to design, install, and maintain computer networks. 1997 Cisco Foundation Established to support programs that leverage the Internet to help people in need and drive positive change. 1998 Cisco Community Investment Report Published report detailing Cisco’s philanthropic and community investment efforts. 1999 NetAid Harnessed the Internet to raise US$830K to end global poverty. By live-streaming celebrated musicians across three locations, NetAid garnered 2.4M views across 80 countries and set a record for the largest Internet broadcast event for a single day. 2000 Habitat for Humanity Provided funding and volunteer support to build homes and wire houses for Internet access. 2005 Corporate Citizenship Report Made a formal commitment to transparency and accountability by publishing details on Cisco's Corporate Social Responsibility efforts. 2005 Crisis Response Deployed communications equipment to assist emergency personnel in the aftermath of Hurricane Katrina and formed a dedicated emergency response team. 2006 Goal to Reduce Emissions Set our first greenhouse gas emissions reduction goal. 2011 Veterans Program Established program to help transitioning U.S. military veterans and families find employment and educational opportunities. 2011 On-Campus Solar Energy Installed first solar energy project at Cisco's Research Triangle Park campus. 2012 Global Human Rights Policy Formalized our commitment to respect human rights for all people. 2014 Talos Formed to provide accurate, rapid, and actionable threat intelligence for Cisco customers, products, and services. 2015 Country Digital Acceleration Launched program to collaborate with government and private sector leaders in building sustainable, secure, and inclusive communities. 2016 White House Equal Pay Pledge Became a founding signer of the White House Equal Pay Pledge and committed to paying employees fairly and equitably. 2018 Homelessness Grant Announced a five-year, US$50M commitment to end homelessness in Santa Clara County. 2019 Global Citizen Announced a partnership with Global Citizen to power the movement to end extreme poverty. 2020 Community Enablement Commitment Transformed longstanding advocacy for community enablement into a global, company-wide commitment. 2020 COVID-19 Response Introduced $2.5B financing program to support customers and keep businesses running; donated US$50M in cash and personal protective equipment (PPE) to organizations supporting vulnerable citizens; and provided funding to deploy COVID-19-related technology solutions. 2021 Cisco Foundation Climate Commitment Committed US$100M over the next 10 years to address climate change. 2021 Net Zero Announced a goal to reach net-zero greenhouse gas emissions across our value chain by 2040. 2022 Responsible AI Launched our Responsible AI (RAI) Principles and RAI Framework to formalize our commitment to build safe and trustworthy AI. 2023 One Billion Lives Exceeded our goal—ahead of schedule—to positively impact one billion people globally from FY16-FY23 through Cisco Networking Academy and social innovation grants. 2024 40 Communities Announcing our next big ambition: over the next 10 years, we plan to engage, support, and invest in 40 communities around the globe. Previous Next Explore this year’s report View all Power Power We build and deliver technology that powers the world’s connectivity, whether that’s between computers, throughout communities, or across continents. And we do so with the highest standards of ethics and integrity in mind—for ourselves, for our customers and partners, and for their users. That’s the power, and importance, of connection. Explore the Power section 0 1600 Active, completed, or in-pipeline projects across 50 countries through Country Digital Acceleration 0 B 800 billion Security events observed each day by Cisco Talos, protecting the world against cyber threats 0 27 Languages available for stakeholders to use Cisco’s EthicsLine 0 % 99.9% Of employees completed our annual Code of Business Conduct certification Featured Stories Connectivity in the Amazon The first floating Networking Academy provides free WiFi within a 30-meter radius, offers IT training, and promotes digital inclusion for communities. Responsible Mineral Sourcing We joined the Initiative for Responsible Mining Assurance to support the visibility, accountability, and inclusion of rightsholders as decision-makers at all levels of the mineral supply chain. Show more Inclusive Inclusive We’re recognized as one of the world’s best workplaces, and we have an unrelenting focus on employee wellbeing, benefits, giving, and inclusion. We strive to create the best possible employee experience, because we know our greatest asset is our people. Explore the Inclusive section 0 % 86% Employees participated in community impact efforts through donations, volunteering, and more 0 720,000 Volunteer hours logged by employees Launched BridgeIT, a Cisco Enterprise Chat AI, to intelligently guide employees and help them work faster, safer, and smarter 0 31 Inclusive Communities with 335 chapters across 77 countries Featured Stories Native American Network Cisco’s Native American Network deployed 18 sovereign broadband access points on Zuni tribal lands in New Mexico to help close the digital divide. Wellbeing in Technology The "WellNest" on Webex pilot supports physical, mental, social, and financial wellbeing through an intuitive AI-powered platform. Show more Future Future Cisco has been committed to reducing its environmental impact for nearly two decades, but there’s more to be done as we work toward a regenerative future. Our sustainability strategy, the Plan for Possible, guides us as we build our products, accelerate clean energy access, support suppliers’ reduced environmental impacts, and foster climate resiliency in communities. Explore the Future section 0 % 96% Of electricity for Cisco facilities came from renewable sources 0 % 73% Reduction in Scope 1 and 2 emissions FY25 goal: 90% reduction 0 % 75% Of the waste generated at our facilities was diverted from landfill globally 0 % 96% Of new Cisco products and packaging incorporate Circular Design Principles FY25 goal: 100% meeting circular design criteria Featured Stories Connected Conservation Cisco donated Cisco Meraki routers to African Parks to help them harness reliable Internet technology. Cisco Refresh We provide a second life to our products and reduce waste through the Cisco Refresh program, and we provide discounts to businesses joining the circular economy. Show more For All For All Through our technology, our people, and our broader networks, we create solutions that help address the world’s most critical challenges—from the AI skills gap to social inequities to environmental crises. We continue to show up to create a better future for all, by all, with all stakeholders who share our vision. Explore the For All section 0 M 24 million Cisco Networking Academy students since 1997 0 + 30 plus Natural disasters and humanitarian crises responded to by Cisco Crisis Response $ 0 M USD 35 million US dollars Approved to fund climate solutions through the Cisco Foundation since FY21 $ 0 B USD 1.5 billion US dollars In Title IV Federal Funding that we helped preserve for HBCUs since FY20 Featured Stories Women Rock-IT Women Rock-IT celebrated 10 years, and their annual International Girls in ICT day programming reached 1.2 million on social media. Impact in India Cisco partners with NGOs and government agencies in India to create technology-based solutions that support critical human needs. View all Looking Ahead To celebrate our 40th year, we’re looking ahead to our future with Splunk and how we can drive even greater success for our customers, partners, employees, and communities together. There’s no better way to celebrate our anniversary than setting our next big ambition to propel us into the future. Learn more from Chief People, Policy & Purpose Officer Fran Katsoudas on what’s next for Cisco’s Purpose work. Explore “Looking Ahead” 40 Years of Impact Power an Inclusive Future for All Driven by our Purpose, we combine our technology, people, and broader networks to address society's greatest challenges. We share the progress we've made in our annual report. 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https://au.trustpilot.com/review/stylix.app | Stylix Reviews | Read Customer Service Reviews of stylix.app Suggested companies Stiligt Stockholm stiligt-stockholm.com • 14 reviews 1.9 Astroline astroline.today • 31K reviews 4.5 Stylio - Personal AI Stylist quiz.stylio.fashion • 16 reviews 3.5 Categories Blog Log in For businesses For businesses Log in Categories Blog Beauty & Well-being Salons & Clinics Stylist Stylix Summary About Reviews Visit website Write a review Visit website Claimed profile Stylix Reviews 1,120 • 3.4 Stylist Write a review Visit website Write a review Companies on Trustpilot aren't allowed to offer incentives or pay to hide reviews. Review summary Based on reviews, created with AI Most reviewers were somewhat happy with their experience overall. Consumers appreciate the app's user-friendly interface and the personalized style recommendations it offers. Many find the color analysis insightful and useful for identifying flattering colors. People also value the app's ability to provide outfit ideas and guidance, especially for those seeking to enhance their fashion sense or understand what styles suit them best. However, some consumers express concerns regarding the payment structure, mentioning unexpected subscription charges and a desire for clearer pricing information. The app and product recommendations receive mixed feedback, with some users finding them relevant and inspiring, while others feel they lack variety or accuracy. Some reviewers would like to see more options to better define their style. See more Based on these reviews TU Tulip 4 days ago It’s quite involved. This is a pro and a con. I’d like answers quicker with less Interruption. However, I understand it takes time to figure out what works best Company replied SH Savannah Hartbarger Jan 2, 2026 I believe the prices are high to just obtain the information . Wonderful app to help create good color palette for those that have a hard time with that , but over all it’s nice to have an app like t... See more Company replied Nikki MacLaren Jan 1, 2026 The questions are easy to answer and the overall look of the service so far is great. However, I did freak out with the unexpected charges that appeared in my account. Please start making it clear wha... See more Company replied CO Cole Dec 22, 2025 Color recommendations were cool and useful, clothing was H&M heavy due to the Apps limited understanding of style nuance and variation. Basically comes down to a lack of options for different styles.... See more Company replied Jamie Griggs 4 days ago Ideas and selection of outfit pieces. I feel that not only do I have all the basic issues but also I really don't feel my age i feel a lot younger and I like different types of trendy clothes. I don't... See more Company replied AD Adrian Daniels 4 days ago I thought I was getting access to a guide for a week for 4.99 but then when I was done the quiz, I was trying to access the results, and the layout was sneaky, showing more purchases for people to buy... See more Company replied EL Elizabeth 4 days ago The questions were thorough and seemed to ask all the necessary information. Maybe my picture wasn’t a good option but I’m not sure the colors picked for me were accurate Company replied CM C M Dec 27, 2025 Nothing has happened on your app yet. It keeps giving me to discuss my experience and won’t let me get to the next stage until I make a comment so here’s my comment I seen anything impressive because... See more Company replied Valerie Dec 30, 2025 I just started using this app. I am still learning but the options this app gives you to help you bring your style to life is amazing. I don’t give many apps like this a try, but this caught my eye! D... See more Company replied CO Consumer 6 days ago App doesn’t give me much actually. I feel it has different versions of seasonal colour definitions than what I have researched elsewhere. Company replied FA Favour Jan 6, 2026 It was great and refreshing to see especially since I can’t afford a stylist yet. However I wish I can download the report I wonder if there is an option for that Company replied AF Annie Farina Jan 5, 2026 I just started, but I like how easy this is going. I don’t know why it’s not in Canadian dollars though and a 300$ Zara bag is not budget friendly, just saying Company replied RA Rachel Jan 2, 2026 It’s easy to use and has neat information. It’s helpful for inspiration and guidance. I’ve always wanted to know what colors flatter me best, this was cool. Company replied BR Brandy Jan 4, 2026 Well, as of right now I’d give it a 1-2 stars. It said it would give me all this info including wardrobe advice and shopping help, and all it’s given me is my color palette. Company replied EV Eve Dec 29, 2025 I liked that it let me swipe through outfits like a tinder match so I could define more or my style than just choosing a type. First group of outfits wasn’t my style but with some critique it got it d... See more Company replied LH - 7 days ago Easy to use, great questions, choice of style just slightly off because AI thought my hair was darker than it really is Company replied Nancy Fruits 5 days ago Spot on analysis of my features and coloring. Choices of colors just confirmed my favorites in fashion. Thank you for this experience. Company replied AL Amy Lawrence Jan 2, 2026 Seems like I have too much control to show what it generates. Should be able to submit multiple pictures to support the outcome Company replied MD Morgan Dowdy Dec 27, 2025 I struggle with finding clothes that compliment my skin, let alone compliment my body shape. I am hopeful this information will help me. Company replied JL J L Davis 5 days ago Confused I still know I am on the edge of soft summer and soft autumn, but this has done no clarification Company replied Kelly Watts Jan 2, 2026 I don't understand what this has done. This has truly done nothing. I'm honestly so disappointed I can't even articulate. Company replied SA Stephanye Alonso 6 days ago Did not like that I had to pay $1 and then I still had to choose a subscription package before being able to use the app. Company replied SM stacy modisette Dec 28, 2025 I wish there were more times to pic more then one cause my style shifts a lot and I love mix matching and edgy as well and classic and polished Company replied Abigale Wolstenholm 3 days ago Very interesting, not sure what to do from here, where do I get my color palette and style recommendations? Company replied Cathy Harker Jan 3, 2026 Most of the suggestions in the capsule I can see myself wearing and it gave me ideas as to how to mix and match pieces. Company replied AB Abby Jan 5, 2026 I am not quite sure since I barely got to check things out. It’s quite annoying to have a review when first visiting a page or product. Company replied Tanya Dunkle Jan 5, 2026 Loved the insight, and wardrobe options. Limited tight/loose preference settings (nothing for fitted just opposites). Looking forward to trying the custom wardrobe build! Company replied bianca wray Jan 2, 2026 Would have liked to see more outfit options but it seems accurate for my color pallet and budget. Company replied K. King Jan 4, 2026 I joined to get my color palette, and ended up with some good wardrobe recommendations as well! Company replied EM Em 6 days ago I like the quick and easy way to get a color analysis, since I’m unable to do it in person but I would appreciate something that was completely free and not a paid subscription Company replied Brinley Searle 7 days ago this company is doing very well to make people feel better in their fashion sense. Company replied DE Deidra Jan 2, 2026 Good outfit recommendations based on what I have in my closet! I’m happy to know what colors suit me best. Company replied TK Tina Kokosis Jan 3, 2026 Instead of confirming you meant to make the purchase, it just quickly charges you after clicking the price. I also got charged TWICE! Company replied AB Asia Bell 3 days ago This app was helpful in guiding me to find my own personal style. Company replied lois collard Jan 4, 2026 At this point I do not want a recurring payment taken from my account - when i pick i pay.?? Company replied Karyn Gibson 4 days ago I'm a little worried about how to cancel the subscription. I just wanted the trial Company replied LI Liz 6 days ago I can't leave a review yet I haven't had much of a chance to explore the app and see my results Company replied Brittany McDaniel Jan 5, 2026 I’ve tried several other apps and spent money to get reports but this is by far the most organized and user-friendly layout that quickly provided my color analysis info and great styling options that... See more Company replied Chasity Wade Gibbs 4 days ago I did a pretty good job of finding my colors I guess but I'm still all black all the way Company replied LL Linda Lewis Jan 5, 2026 It was a very informative and interesting. I was surprised by what I should be wearing. Company replied CH Chris 6 days ago This is an easy application to use and makes appropriate use of your features to select contemporary styles to suit your figure and colour type. Company replied Sarah Sage 4 days ago I don't like wearing the colors suggested. I feel like they make me look even more pale. Company replied QI Qita 3 days ago Easy to navigate, not really 100% accurate off the bat Company replied Carrie Lott 4 days ago Colors are wrong and that's all I've seen so far and it was just very basic Company replied ED eden 5 days ago i liked how many options were included in each question Company replied Rochelle Sand 4 days ago Sort of boring was expecting more at this point. Company replied SL Senior Lady 4 days ago The “subscription” was an unwelcome surprise. It presented like a one time purchase. Disappointed. Company replied EA Emma Allen 4 days ago Accidentally downloaded way more than realised so cost more Company replied See all 1,120 reviews We perform checks on reviews Company details Stylist Software Company Written by the company Stylix is an AI-driven stylist & digital wardrobe app that helps users organize their clothing pieces, check clothes for a personal style match score, and create outfits that flatter their color type, body shape, and aesthetics. With Stylix’s shopping advice and outfit suggestions, users can shop smarter, save time dressing up, and feel more confident in outfits that highlight their best features. See more Contact info United States stylix.app@support-team.app stylix.app 3.4 Average 1K reviews 5-star 4-star 3-star 2-star 1-star How is the TrustScore calculated? Replied to 93% of negative reviews Typically replies within 1 week How this company uses Trustpilot People also looked at Stiligt Stockholm stiligt-stockholm.com 1.9 (14) Astroline astroline.today 4.5 (31K) Stylio - Personal AI Stylist quiz.stylio.fashion 3.5 (16) FxPremiere.com fxpremiere.com 3.9 (4K) FastSpring fastspring.com 2.8 (470) Botanique Paris botaniqueparis.com 4 (1K) Lusha lusha.com 1.3 (717) Halara thehalara.com 4.1 (359K) 3.4 All reviews 1,120 total ● Write a review 5-star 35% 4-star 17% 3-star 17% 2-star 5% 1-star 26% How Trustpilot labels reviews More filters Most recent May use unsupported invitation methods Read more We’ve detected that this company may be asking for reviews in a way that Trustpilot doesn’t support. This can lead to bias and compromise the reliability of reviews. Trustpilot provides companies with free and supported methods to send review invitations. These help ensure that reviews are genuine and asked for in a fair, consistent way. Eva Jimenez US • 1 review 23 minutes ago Amazing !! Found out about this company today, and I am willing to give it a try. I need to change my wardrobe ASAP, and this will definitely help. 13 January 2026 Unprompted review AM Amy US • 1 review 2 hours ago I'm not sure about this yet I'm not sure about this yet. I took the test then had to pay for a subscription to get the results and that wasn't cool. So far they're wanting to charge an additional $30 to get PDFs for the results. I've only been able to see what season they picked for me. 13 January 2026 Unprompted review Beka Knackstedt US • 1 review 2 hours ago Ok help with limited viewing Ok help but not much 12 January 2026 Unprompted review RO Rosa DO • 1 review 3 hours ago Easy to use! 12 January 2026 Unprompted review Jenna Jeffery US • 1 review 4 hours ago It did a pretty good job 12 January 2026 Unprompted review tori q US • 1 review 4 hours ago It was interesting 12 January 2026 Unprompted review evie AU • 1 review 4 hours ago Hoid Good I like it 13 January 2026 Unprompted review Callie Maddox US • 1 review 5 hours ago Review Review review review 12 January 2026 Unprompted review Kayla Stavick US • 1 review 6 hours ago It was ok It was ok. First time trying this app 12 January 2026 Unprompted review michelle Lopez US • 1 review 6 hours ago Awesome Great experience gotta try it 12 January 2026 Unprompted review HC Holly Callahan US • 1 review 6 hours ago It was quick and easy to use 12 January 2026 Unprompted review LY Lynne US • 1 review 7 hours ago Very informative and easy to use 12 January 2026 Unprompted review JE Jess AU • 1 review 8 hours ago Easy and simple! Easy and simple! 13 January 2026 Unprompted review JH Jacobi Hoelscher US • 1 review 9 hours ago Cool app Really cool how they can tell you these things over the phone. 12 January 2026 Unprompted review JU Judy US • 2 reviews 9 hours ago I saw clothes that I’d actually wear. 12 January 2026 Unprompted review Sebah Abdu NO • 1 review 10 hours ago I love it ❤️❤️❤️❤️ 12 January 2026 Unprompted review LD Lindsey Dobrowski US • 1 review 11 hours ago Many options to have Many options to have, surprised by my colors 12 January 2026 Unprompted review AI Aimée US • 2 reviews 11 hours ago It’s making me fill this out and it. It’s making me fill this out and it. 12 January 2026 Unprompted review GC Gary C GB • 2 reviews 12 hours ago Good analysis Good analysis 12 January 2026 Unprompted review Gabbie Lee US • 2 reviews 12 hours ago Too much money Too much money 12 January 2026 Unprompted review Previous 1 2 3 4 Next page The Trustpilot Experience We're open to all Anyone can write a Trustpilot review. People who write reviews have ownership to edit or delete them at any time, and they’ll be displayed as long as an account is active . We champion verified reviews Companies can ask for reviews via automatic invitations. Labeled Verified, they’re about genuine experiences. Learn more about other kinds of reviews. We fight fake reviews We use dedicated people and clever technology to safeguard our platform. Find out how we combat fake reviews . We show the latest reviews Learn about Trustpilot’s review process . We encourage constructive feedback Here are 8 tips for writing great reviews . 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https://aws.amazon.com/s3/storage-classes/ | Object Storage Classes – Amazon S3 Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account Amazon S3 Overview Features Storage classes Pricing Security More Storage › Amazon S3 › Storage Classes Amazon S3 Storage Classes Page topics Overview 1 General purpose 1 Unknown or changing access 1 High performance 1 Infrequent access 2 Archive 4 Data residency and isolation 2 Overview Open all Overview Amazon S3 offers a range of storage classes that you can choose from based on the performance, data access, resiliency, and cost requirements of your workloads. S3 storage classes are purpose-built to provide the lowest cost storage for different access patterns. S3 storage classes are ideal for virtually any use case, including those with demanding performance needs, data lakes, data residency requirements, unknown or changing access patterns, or archival storage. The S3 storage classes include S3 Intelligent-Tiering for automatic cost savings for data with unknown or changing access patterns, S3 Standard for frequently accessed data, S3 Express One Zone for your most frequently accessed data, S3 Standard-Infrequent Access (S3 Standard-IA) and S3 One Zone-Infrequent Access (S3 One Zone-IA) for less frequently accessed data, S3 Glacier Instant Retrieval for archive data that needs immediate access, S3 Glacier Flexible Retrieval (formerly S3 Glacier) for rarely accessed long-term data that does not require immediate access, and Amazon S3 Glacier Deep Archive (S3 Glacier Deep Archive) for long-term archive and digital preservation with retrieval in hours at the lowest cost storage in the cloud. Amazon S3 provides the most durable storage in the cloud. Based on its unique architecture, S3 is designed to exceed 99.999999999% (11 nines) data durability. Additionally, S3 stores data redundantly across a minimum of 3 Availability Zones by default, providing built-in resilience against widespread disaster. Customers can store data in a single AZ to minimize storage cost or latency, in multiple AZs for resilience against the permanent loss of an entire data center, or in multiple AWS Regions to meet geographic resilience requirements. If you have data residency requirements that can’t be met by an existing AWS Region, you can use S3 storage classes for AWS Dedicated Local Zones or S3 on Outposts racks to store your data in a specific data perimeter. You can configure S3 storage classes at the object level, and a single general purpose bucket can contain objects stored across all storage classes except S3 Express One Zone. Amazon S3 also offers capabilities to manage your data throughout its lifecycle. Once an S3 Lifecycle policy is set, your data will automatically transfer to a different storage class without any changes to your application. S3 directory buckets only allow objects stored in the S3 Express One Zone storage class, which provides faster data processing within a single Availability Zone, and do not support S3 Lifecycle transitions. View the Amazon S3 storage classes overview infographic. General purpose Open all Amazon S3 Standard (S3 Standard) S3 Standard offers high durability, availability, and performance object storage for frequently accessed data. Because it delivers low latency and high throughput, S3 Standard is appropriate for a wide variety of use cases, including cloud applications, dynamic websites, content distribution, mobile and gaming applications, and big data analytics. Key features: General purpose storage for frequently accessed data Low latency and high throughput performance Designed to deliver 99.99% availability with an availability SLA of 99.9% Unknown or changing access Open all Amazon S3 Intelligent-Tiering (S3 Intelligent-Tiering) Amazon S3 Intelligent-Tiering (S3 Intelligent-Tiering) is the first cloud storage that automatically reduces your storage costs on a granular object level by automatically moving data to the most cost-effective access tier based on access frequency, without performance impact, retrieval fees, or operational overhead. S3 Intelligent-Tiering delivers milliseconds latency and high throughput performance for frequently, infrequently, and rarely accessed data in the Frequent, Infrequent, and Archive Instant Access tiers. You can use S3 Intelligent-Tiering as the default storage class for virtually any workload, especially data lakes, data analytics, new applications, and user-generated content. For a small monthly object monitoring and automation charge, S3 Intelligent-Tiering monitors access patterns and automatically moves objects that have not been accessed to lower-cost access tiers. S3 Intelligent-Tiering automatically stores objects in three access tiers: one tier that is optimized for frequent access, a 40% lower-cost tier that is optimized for infrequent access, and a 68% lower-cost tier optimized for rarely accessed data. S3 Intelligent-Tiering monitors access patterns and moves objects that have not been accessed for 30 consecutive days to the Infrequent Access tier and after 90 days of no access to the Archive Instant Access tier. For data that does not require immediate retrieval, you can set up S3 Intelligent-Tiering to monitor and automatically move objects that aren’t accessed for 180 days or more to the Deep Archive Access tier to realize up to 95% in storage cost savings. There are no retrieval charges in S3 Intelligent-Tiering. If an object in the Infrequent or Archive Instant Access tier is accessed later, it’s automatically moved back to the Frequent Access tier. If the object you’re retrieving is stored in the optional Deep Archive tiers, before you can retrieve the object, you must first restore a copy using RestoreObject. For information about restoring archived objects, see Restoring Archived Objects . No additional tiering charges apply when objects are moved between access tiers within the S3 Intelligent-Tiering storage class. Key features: Automatic cost savings for data with unknown or changing access patterns Frequent, Infrequent, and Archive Instant Access tiers have the same low-latency and high-throughput performance of S3 Standard The Infrequent Access tier saves up to 40% on storage costs The Archive Instant Access tier saves up to 68% on storage costs Opt-in asynchronous archive capabilities for objects that become rarely accessed Deep Archive Access tier has the same performance as Glacier Deep Archive and saves up to 95% for rarely accessed objects Designed to deliver 99.9% availability with an availability SLA of 99% Small monthly monitoring and automation charge No operational overhead, no lifecycle charges, no retrieval charges, and no minimum storage duration Objects smaller than 128KB can be stored in S3 Intelligent-Tiering but will always be charged at the Frequent Access tier rates, and are not charged the monitoring and automation charge. High performance Open all Amazon S3 Express One Zone Amazon S3 Express One Zone is a high-performance, single-Availability Zone storage class purpose-built to deliver consistent single-digit millisecond data access for your most frequently accessed data and latency-sensitive applications. S3 Express One Zone can improve data access speeds by 10x and reduce request costs by up to 80% compared to S3 Standard. While you have always been able to choose a specific AWS Region to store your S3 data, with S3 Express One Zone you can select a specific AWS Availability Zone within an AWS Region to store your data. You can choose to co-locate your storage and compute resources in the same Availability Zone to further optimize performance, which helps lower compute costs and run workloads faster. With S3 Express One Zone, data is stored in a different bucket type—an Amazon S3 directory bucket—which can support up to 2 million requests per second. Additionally, you can use S3 Express One Zone with services such as Amazon SageMaker Model Training , Amazon Athena , Amazon EMR , and AWS Glue Data Catalog to accelerate your ML and analytics workloads. With S3 Express One Zone, storage automatically scales up or down based on your consumption and need, and you no longer need to manage multiple storage systems for low-latency workloads. Key features: High performance storage for your most frequently accessed data Consistent single-digit millisecond request latency Improve access speeds by 10x and reduce request costs by up to 80% compared to S3 Standard Select an AWS Availability Zone and have the option to co-locate storage and compute resources for even lower latency, with reduced processing time and more efficient use of compute resources contributing to lower overall total cost of ownership Accelerate analytics and ML workloads with AWS service integrations Scale to handle millions of requests per minute Optimized for large datasets with many small objects Use existing Amazon S3 APIs with different bucket type – directory buckets Designed to deliver 99.95% availability with an availability SLA of 99.9% Infrequent access Open all Amazon S3 Standard-Infrequent Access (S3 Standard-IA) S3 Standard-IA is for data that is accessed less frequently, but requires rapid access when needed. S3 Standard-IA offers the high durability, high throughput, and low latency of S3 Standard, with a low per GB storage price and per GB retrieval charge. This combination of low cost and high performance make S3 Standard-IA ideal for long-term storage, backups, and as a data store for disaster recovery files. You can configure S3 storage classes at the object level, and a single bucket can contain objects stored across S3 Standard, S3 Intelligent-Tiering, S3 Standard-IA, and S3 One Zone-IA. You can also use S3 Lifecycle policies to automatically transition objects between storage classes without any application changes. Key features: Infrequently accessed data that needs millisecond access Same low latency and high throughput performance of S3 Standard Designed to deliver 99.9% availability with an availability SLA of 99% Amazon S3 One Zone-Infrequent Access (S3 One Zone-IA) S3 One Zone-IA is for data that is accessed less frequently, but requires rapid access when needed. Unlike other S3 Storage Classes which store data in a minimum of three Availability Zones (AZs), S3 One Zone-IA stores data in a single AZ and costs 20% less than S3 Standard-IA. S3 One Zone-IA is ideal for customers who want a lower-cost option for infrequently accessed data but do not require the availability and resilience of S3 Standard or S3 Standard-IA. It’s a good choice for storing secondary backup copies of on-premises data or easily re-creatable data. You can also use it as cost-effective storage for data that is replicated from another AWS Region using S3 Cross-Region Replication. S3 One Zone-IA offers the same high throughput, and low latency of S3 Standard, with a low per GB storage price and per GB retrieval charge. Using similar engineering designs as S3 Regional storage classes, S3 One Zone-IA also offers 11 nines of durability, but may be susceptible to data loss in the unlikely case of the loss or damage to all or part of an AWS Availability Zone. You can configure S3 storage classes at the object level, and a single general purpose bucket can contain objects stored across all storage classes except S3 Express One Zone. You can also use S3 Lifecycle policies to automatically transition objects between storage classes without any application changes. Key features: Re-creatable infrequently accessed data Same low latency and high throughput performance of S3 Standard Designed to deliver 99.5% availability with an availability SLA of 99% Archive Open all Overview The Amazon S3 Glacier storage classes are purpose-built for data archiving, and are designed to provide you with the highest performance, the most retrieval flexibility, and the lowest cost archive storage in the cloud. You can choose from three archive storage classes optimized for different access patterns and storage duration. For archive data that needs immediate access, such as medical images, news media assets, or genomics data, choose the S3 Glacier Instant Retrieval storage class, an archive storage class that delivers the lowest cost storage with milliseconds retrieval. For archive data that does not require immediate access but needs the flexibility to retrieve large sets of data at no cost, such as backup or disaster recovery use cases, choose S3 Glacier Flexible Retrieval (formerly S3 Glacier), with retrieval in minutes or free bulk retrievals in 5—12 hours. To save even more on long-lived archive storage such as compliance archives and digital media preservation, choose S3 Glacier Deep Archive, the lowest cost storage in the cloud with data retrieval from 12—48 hours. Amazon S3 Glacier Instant Retrieval Amazon S3 Glacier Instant Retrieval is an archive storage class that delivers the lowest-cost storage for long-lived data that is rarely accessed and requires retrieval in milliseconds. With S3 Glacier Instant Retrieval, you can save up to 68% on storage costs compared to using the S3 Standard-Infrequent Access (S3 Standard-IA) storage class, when your data is accessed once per quarter. S3 Glacier Instant Retrieval delivers the fastest access to archive storage, with the same throughput and milliseconds access as the S3 Standard and S3 Standard-IA storage classes. S3 Glacier Instant Retrieval is ideal for archive data that needs immediate access, such as medical images, news media assets, or user-generated content archives. You can upload objects directly to S3 Glacier Instant Retrieval, or use S3 Lifecycle policies to transfer data from the S3 storage classes. For more information, visit the Amazon S3 Glacier Instant Retrieval page » Key features: Long-lived data that is accessed a few times per year with instant retrievals Data retrieval in milliseconds with the same performance as S3 Standard Designed to deliver 99.9% availability with an availability SLA of 99% 128 KB minimum object size S3 PUT API for direct uploads to S3 Glacier Instant Retrieval, and S3 Lifecycle management for automatic migration of objects Amazon S3 Glacier Flexible Retrieval (Formerly S3 Glacier) S3 Glacier Flexible Retrieval delivers low-cost storage, up to 10% lower cost (than S3 Glacier Instant Retrieval), for archive data that is accessed 1—2 times per year and is retrieved asynchronously. For archive data that does not require immediate access but needs the flexibility to retrieve large sets of data at no cost, such as backup or disaster recovery use cases, S3 Glacier Flexible Retrieval (formerly S3 Glacier) is the ideal storage class. S3 Glacier Flexible Retrieval delivers the most flexible retrieval options that balance cost with access times ranging from minutes to hours and with free bulk retrievals. It is an ideal solution for backup, disaster recovery, offsite data storage needs, and for when some data occasionally need to be retrieved in minutes, and you don’t want to worry about costs. S3 Glacier Flexible Retrieval is designed for 99.999999999% (11 nines) of data durability and 99.99% availability by redundantly storing data across multiple physically separated AWS Availability Zones in a given year. For more information, visit the Amazon S3 Glacier storage classes page » Key features: Backup and archive data that is rarely accessed and low cost Designed to deliver 99.99% availability with an availability SLA of 99.9% Supports SSL for data in transit and encryption of data at rest Ideal for backup and disaster recovery use cases when large sets of data occasionally need to be retrieved in minutes, without concern for costs Configurable retrieval times, from minutes to hours, with free bulk retrievals S3 PUT API for direct uploads to S3 Glacier Flexible Retrieval, and S3 Lifecycle management for automatic migration of objects Amazon S3 Glacier Deep Archive S3 Glacier Deep Archive is Amazon S3’s lowest-cost storage class and supports long-term retention and digital preservation for data that may be accessed once or twice in a year. It is designed for customers—particularly those in highly-regulated industries, such as financial services, healthcare, and public sectors—that retain data sets for 7—10 years or longer to meet regulatory compliance requirements. S3 Glacier Deep Archive can also be used for backup and disaster recovery use cases, and is a cost-effective and easy-to-manage alternative to magnetic tape systems, whether they are on-premises libraries or off-premises services. S3 Glacier Deep Archive complements Amazon S3 Glacier, which is ideal for archives where data is regularly retrieved and some of the data may be needed in minutes. All objects stored in S3 Glacier Deep Archive are replicated and stored across at least three geographically-dispersed Availability Zones, protected by 99.999999999% of durability, and can be restored within 12 hours. For more information, visit the Amazon S3 Glacier storage classes page » Key features: Archive data that is very rarely accessed and very low cost Designed to deliver 99.99% availability with an availability SLA of 99.9% Ideal alternative to magnetic tape libraries Retrieval time within 12 hours S3 PUT API for direct uploads to S3 Glacier Deep Archive, and S3 Lifecycle management for automatic migration of objects Data residency and isolation Open all Amazon S3 storage classes for AWS Dedicated Local Zones In AWS Dedicated Local Zones, the S3 Express One Zone and S3 One Zone-Infrequent access storage classes are purpose-built to store data in a specific data perimeter to support your data isolation and data residency use cases. Dedicated Local Zones are a type of AWS infrastructure that is fully managed by AWS, built for exclusive use by you or your community, and placed in a location or data center specified by you to help you comply with regulatory requirements. Both storage classes store data in a single Dedicated Local Zone and are supported in directory buckets. S3 supports the AWS Management Console, AWS SDKs, and S3 APIs, so you can run S3 based applications in Dedicated Local Zones. S3 Express One Zone is a high-performance storage class purpose-built to deliver consistent single-digit millisecond data access for your most frequently accessed data and latency-sensitive applications. Amazon S3 One Zone-Infrequent Access is designed for data that is accessed less frequently and is ideal for backups. Key features: Store S3 objects in a specific data perimeter Enforce security within a data perimeter using AWS Identity and Access Management (IAM) Audit bucket and object-level access for governance and compliance use cases with AWS CloudTrail Designed to durably and redundantly store data in a single Dedicated Local Zone Amazon S3 on Outposts Amazon S3 on Outposts delivers object storage to your on-premises AWS Outposts environment. Using the S3 APIs and features available in AWS Regions today, S3 on Outposts makes it easy to store and retrieve data on your Outpost, as well as secure the data, control access, tag, and report on it. S3 on Outposts provides a single Amazon S3 storage class, named 'OUTPOSTS', which uses the S3 APIs, and is designed to durably and redundantly store data across multiple devices and servers on your Outposts. The S3 Outposts storage class is ideal for workloads with local data residency requirements, and to satisfy demanding performance needs by keeping data close to on-premises applications. Key features: Store S3 objects in your on-premises AWS Outposts environment S3 Object compatibility and bucket management through the S3 SDK Designed to durably and redundantly store data on your AWS Outposts rack Encryption using SSE-S3 and SSE-C Authentication and authorization using IAM and S3 Access Points Performance across the S3 storage classes S3 Standard S3 Intelligent-Tiering* S3 Express One Zone** S3 Standard-IA S3 One Zone-IA** S3 Glacier Instant Retrieval S3 Glacier Flexible Retrieval*** S3 Glacier Deep Archive*** Use cases General purpose storage for frequently accessed data Automatic cost savings for data with unknown or changing access patterns High performance storage for your most frequently accessed data Infrequently accessed data that needs millisecond access Re-creatable infrequently accessed data Long-lived data that is accessed a few times per year with instant retrievals Backup and archive data that is rarely accessed and low cost Archive data that is very rarely accessed and very low cost First byte latency milliseconds milliseconds single-digit milliseconds milliseconds milliseconds milliseconds minutes or hours hours Durability Amazon S3 provides the most durable storage in the cloud. Based on its unique architecture, S3 is designed to exceed 99.999999999% (11 nines) data durability. Additionally, S3 stores data redundantly across a minimum of 3 Availability Zones by default, providing built-in resilience against widespread disaster. Customers can store data in a single AZ to minimize storage cost or latency, in multiple AZs for resilience against the permanent loss of an entire data center, or in multiple AWS Regions to meet geographic resilience requirements. Amazon S3 provides the most durable storage in the cloud. Based on its unique architecture, S3 is designed to exceed 99.999999999% (11 nines) data durability. Additionally, S3 stores data redundantly across a minimum of 3 Availability Zones by default, providing built-in resilience against widespread disaster. Customers can store data in a single AZ to minimize storage cost or latency, in multiple AZs for resilience against the permanent loss of an entire data center, or in multiple AWS Regions to meet geographic resilience requirements. Amazon S3 provides the most durable storage in the cloud. Based on its unique architecture, S3 is designed to exceed 99.999999999% (11 nines) data durability. Additionally, S3 stores data redundantly across a minimum of 3 Availability Zones by default, providing built-in resilience against widespread disaster. Customers can store data in a single AZ to minimize storage cost or latency, in multiple AZs for resilience against the permanent loss of an entire data center, or in multiple AWS Regions to meet geographic resilience requirements. Amazon S3 provides the most durable storage in the cloud. Based on its unique architecture, S3 is designed to exceed 99.999999999% (11 nines) data durability. Additionally, S3 stores data redundantly across a minimum of 3 Availability Zones by default, providing built-in resilience against widespread disaster. Customers can store data in a single AZ to minimize storage cost or latency, in multiple AZs for resilience against the permanent loss of an entire data center, or in multiple AWS Regions to meet geographic resilience requirements. Amazon S3 provides the most durable storage in the cloud. Based on its unique architecture, S3 is designed to exceed 99.999999999% (11 nines) data durability. Additionally, S3 stores data redundantly across a minimum of 3 Availability Zones by default, providing built-in resilience against widespread disaster. Customers can store data in a single AZ to minimize storage cost or latency, in multiple AZs for resilience against the permanent loss of an entire data center, or in multiple AWS Regions to meet geographic resilience requirements. Amazon S3 provides the most durable storage in the cloud. Based on its unique architecture, S3 is designed to exceed 99.999999999% (11 nines) data durability. Additionally, S3 stores data redundantly across a minimum of 3 Availability Zones by default, providing built-in resilience against widespread disaster. Customers can store data in a single AZ to minimize storage cost or latency, in multiple AZs for resilience against the permanent loss of an entire data center, or in multiple AWS Regions to meet geographic resilience requirements. Amazon S3 provides the most durable storage in the cloud. Based on its unique architecture, S3 is designed to exceed 99.999999999% (11 nines) data durability. Additionally, S3 stores data redundantly across a minimum of 3 Availability Zones by default, providing built-in resilience against widespread disaster. Customers can store data in a single AZ to minimize storage cost or latency, in multiple AZs for resilience against the permanent loss of an entire data center, or in multiple AWS Regions to meet geographic resilience requirements. Amazon S3 provides the most durable storage in the cloud. Based on its unique architecture, S3 is designed to exceed 99.999999999% (11 nines) data durability. Additionally, S3 stores data redundantly across a minimum of 3 Availability Zones by default, providing built-in resilience against widespread disaster. Customers can store data in a single AZ to minimize storage cost or latency, in multiple AZs for resilience against the permanent loss of an entire data center, or in multiple AWS Regions to meet geographic resilience requirements. Designed for availability 99.99% 99.9% 99.95% 99.9% 99.5% 99.9% 99.99% 99.99% Availability SLA 99.9% 99% 99.9% 99% 99% 99% 99.9% 99.9% Availability Zones ≥3 ≥3 1 ≥3 1 ≥3 ≥3 ≥3 Minimum storage duration charge N/A N/A 1 hour 30 days 30 days 90 days 90 days 180 days Retrieval charge N/A N/A per GB retrieved per GB retrieved per GB retrieved per GB retrieved per GB retrieved per GB retrieved Lifecycle transitions Yes Yes No Yes Yes Yes Yes Yes * S3 Intelligent-Tiering charges a small monitoring and automation charge, and has a minimum eligible object size of 128KB for auto-tiering. Smaller objects may be stored, but will always be charged at the Frequent Access tier rates, and are not charged the monitoring and automation charge. See the Amazon S3 Pricing for more information. Standard retrievals in archive access tier and deep archive access tier are free. Using the S3 console, you can pay for expedited retrievals if you need faster access to your data from the archive access tiers. S3 Intelligent-Tiering first byte latency for frequent and infrequent access tier is milliseconds access time, and the archive access and deep archive access tiers first byte latency is minutes or hours. ** In the unlikely case of the loss or damage to all or part of an AWS Availability Zone, data in a One Zone storage class may be lost. For example, events like fire and water damage could result in data loss. Apart from these types of events, our One Zone storage classes use similar engineering designs as our Regional storage classes to protect objects from independent disk, host, and rack-level failures, and each are designed to deliver 99.999999999% data durability. *** S3 Glacier Flexible Retrieval and S3 Glacier Deep Archive require 40 KB of additional metadata for each archived object. This includes 32 KB of metadata charged at the S3 Glacier Flexible Retrieval rate required to identify and retrieve your data. And, an additional 8 KB data charged at the S3 Standard rate which is required to maintain the user-defined name and metadata for objects archived to S3 Glacier Flexible Retrieval. Next steps Pricing Learn more about product pricing Learn more Free tier Sign up for a free account Sign up Console Start building in the console Get started Create an AWS account Learn What Is AWS? What Is Cloud Computing? What Is Agentic AI? 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https://ai.google.dev/api/palm?hl=ar | PaLM (decommissioned) | Gemini API | Google AI for Developers التخطّي إلى المحتوى الرئيسي / English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 الحصول على مفتاح واجهة برمجة التطبيقات كتاب الطبخ منتدى تسجيل الدخول المستندات مرجع واجهة برمجة التطبيقات Gemini API المستندات مرجع واجهة برمجة التطبيقات الحصول على مفتاح واجهة برمجة التطبيقات كتاب الطبخ منتدى نظرة عامة إصدارات واجهة برمجة التطبيقات الإمكانات الطرُز جارٍ إنشاء المحتوى واجهة برمجة التطبيقات للبث المباشر Live Music API واجهة برمجة التطبيقات Interactions API الرموز المميزة الملفات Batch API تخزين مؤقت التضمينات البحث عن ملف متاجر البحث عن الملفات مستند جميع الطرق منهي العمل به PaLM (تم إيقافه) مراجع حِزم تطوير البرامج (SDK) Python Go TypeScript Java C# الصفحة الرئيسية Gemini API مرجع واجهة برمجة التطبيقات إرسال ملاحظات PaLM (decommissioned) الطريقة: models.generateText نقطة النهاية مَعلمات المسار نص الطلب تمثيل JSON نص الاستجابة نطاقات التفويض تنشئ هذه الطريقة ردًا من النموذج بناءً على رسالة إدخال. نقطة نهاية post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:generateText مَعلمات المسار model string مطلوب. اسم Model أو TunedModel المطلوب استخدامه لإنشاء الإكمال أمثلة: models/text-bison-001 tunedModels/sentence-translator-u3b7m ويكون بالتنسيق models/{model} . نص الطلب يحتوي نص الطلب على بيانات بالبنية التالية: الحقول prompt object ( TextPrompt ) مطلوب. تمثّل هذه السمة النص الحر الذي يتم إدخاله في النموذج كطلب. عند تقديم طلب، سينشئ النموذج ردًا من النوع TextCompletion يتوقّع أن يكون استكمالاً للنص المُدخَل. safetySettings[] object ( SafetySetting ) اختيارية: قائمة بحالات SafetySetting الفريدة لحظر المحتوى غير الآمن التي سيتم فرضها على GenerateTextRequest.prompt و GenerateTextResponse.candidates . يجب ألا يكون هناك أكثر من إعداد واحد لكل نوع SafetyCategory . ستحظر واجهة برمجة التطبيقات أي طلبات وردود لا تستوفي الحدود التي تحدّدها هذه الإعدادات. تلغي هذه القائمة الإعدادات التلقائية لكل SafetyCategory محدّد في safetySettings. إذا لم يكن هناك SafetySetting لفئة SafetyCategory معيّنة مقدَّمة في القائمة، ستستخدم واجهة برمجة التطبيقات إعدادات الأمان التلقائية لهذه الفئة. تتوفّر فئات المحتوى الضار HARM_CATEGORY_DEROGATORY وHARM_CATEGORY_TOXICITY وHARM_CATEGORY_VIOLENCE وHARM_CATEGORY_SEXUAL وHARM_CATEGORY_MEDICAL وHARM_CATEGORY_DANGEROUS في خدمة النصوص. stopSequences[] string مجموعة تسلسلات الأحرف (حتى 5) التي ستؤدي إلى إيقاف إنشاء الناتج. في حال تحديدها، ستتوقف واجهة برمجة التطبيقات عند ظهور تسلسل الإيقاف الأول. لن يتم تضمين تسلسل الإيقاف كجزء من الرد. temperature number اختيارية: تتحكّم هذه السمة في عشوائية الناتج. ملاحظة: تختلف القيمة التلقائية حسب الطراز، راجِع السمة Model.temperature الخاصة بالعنصر Model الذي تم عرضه بواسطة الدالة getModel . يمكن أن تتراوح القيم من [0.0,1.0]، بما في ذلك هذين الرقمَين. ستؤدي القيمة الأقرب إلى 1.0 إلى إنشاء ردود أكثر تنوعًا وإبداعًا، بينما ستؤدي القيمة الأقرب إلى 0.0 عادةً إلى إنشاء ردود أكثر مباشرةً من النموذج. candidateCount integer اختيارية: عدد الردود التي تم إنشاؤها والمطلوب عرضها. يجب أن تتراوح هذه القيمة بين [1, 8]، بما في ذلك هذين الرقمَين. إذا لم يتم ضبط هذا الحقل، سيتم ضبطه تلقائيًا على 1. maxOutputTokens integer اختيارية: الحد الأقصى لعدد الرموز المميّزة التي يمكن تضمينها في كلمة مرشّحة إذا لم يتم ضبطها، سيتم تلقائيًا استخدام outputTokenLimit المحدّد في مواصفات Model . topP number اختيارية: الحد الأقصى للاحتمالية التراكمية للرموز المميّزة التي يجب أخذها في الاعتبار عند أخذ العيّنات. يستخدم النموذج مزيجًا من أسلوبَي أخذ العينات Top-k وأخذ العينات من النواة. يتم ترتيب الرموز المميزة استنادًا إلى الاحتمالات المحدّدة لها، وبالتالي لا يتم أخذ سوى الرموز المميزة الأكثر ترجيحًا في الاعتبار. يحدّ أخذ العيّنات من أعلى k من الحدّ الأقصى لعدد الرموز المميّزة التي يجب أخذها في الاعتبار، بينما يحدّ أخذ العيّنات من النواة من عدد الرموز المميّزة استنادًا إلى الاحتمال التراكمي. ملاحظة: تختلف القيمة التلقائية حسب الطراز، راجِع السمة Model.top_p الخاصة بالعنصر Model الذي تم عرضه بواسطة الدالة getModel . topK integer اختيارية: الحد الأقصى لعدد الرموز المميزة التي يجب أخذها في الاعتبار عند أخذ العيّنات يستخدم النموذج مزيجًا من أسلوبَي أخذ العينات Top-k وأخذ العينات من النواة. تأخذ عملية أخذ العيّنات من أعلى k مجموعة الرموز المميزة topK الأكثر احتمالاً في الاعتبار. القيمة التلقائية هي 40. ملاحظة: تختلف القيمة التلقائية حسب الطراز، راجِع السمة Model.top_k الخاصة بالعنصر Model الذي تم عرضه بواسطة الدالة getModel . نص الاستجابة إذا كانت الاستجابة ناجحة، يحتوي نص الاستجابة على مثال GenerateTextResponse . الطريقة: models.countTextTokens نقطة النهاية مَعلمات المسار نص الطلب تمثيل JSON نص الاستجابة تمثيل JSON نطاقات التفويض تعمل هذه الدالة على تشغيل أداة الترميز الخاصة بأحد النماذج على نص معيّن وتعرض عدد الرموز المميزة. نقطة نهاية post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:countTextTokens مَعلمات المسار model string مطلوب. اسم مورد النموذج. ويُستخدَم هذا المعرّف في النموذج. يجب أن يتطابق هذا الاسم مع اسم نموذج تعرضه الطريقة models.list . التنسيق: models/{model} يتّخذ الشكل models/{model} . نص الطلب يحتوي نص الطلب على بيانات بالبنية التالية: الحقول prompt object ( TextPrompt ) مطلوب. تمثّل هذه السمة النص الحر الذي يتم إدخاله في النموذج كطلب. نص الاستجابة ردّ من models.countTextTokens تعرض هذه السمة tokenCount الخاص بالنموذج prompt . إذا كانت الاستجابة ناجحة، سيحتوي نص الاستجابة على بيانات بالبنية التالية: الحقول tokenCount integer عدد الرموز المميزة التي يقسّم إليها model السلسلة prompt . يجب أن تكون القيمة غير سالبة. تمثيل JSON { "tokenCount" : integer } الطريقة: models.generateMessage نقطة النهاية مَعلمات المسار نص الطلب تمثيل JSON نص الاستجابة تمثيل JSON نطاقات التفويض ينشئ ردًا من النموذج بناءً على الإدخال MessagePrompt . نقطة نهاية post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:generateMessage مَعلمات المسار model string مطلوب. اسم النموذج المطلوب استخدامه. التنسيق: name=models/{model} تتّخذ الشكل models/{model} . نص الطلب يحتوي نص الطلب على بيانات بالبنية التالية: الحقول prompt object ( MessagePrompt ) مطلوب. المدخلات النصية المنظَّمة المقدَّمة إلى النموذج كطلب عند تقديم طلب، سيعرض النموذج ما يتوقّع أن يكون الرسالة التالية في المناقشة. temperature number اختيارية: تتحكّم هذه السمة في عشوائية الناتج. يمكن أن تتراوح القيم على [0.0,1.0] ، بما في ذلك. ستؤدي القيمة الأقرب إلى 1.0 إلى إنشاء ردود أكثر تنوّعًا، بينما ستؤدي القيمة الأقرب إلى 0.0 عادةً إلى إنشاء ردود أقل إثارة للدهشة من النموذج. candidateCount integer اختيارية: عدد رسائل الردود التي تم إنشاؤها والمطلوب عرضها. يجب أن تتراوح هذه القيمة بين [1, 8] ، ضِمنًا. إذا لم يتم ضبط هذه السياسة، سيتم ضبطها تلقائيًا على 1 . topP number اختيارية: الحد الأقصى للاحتمالية التراكمية للرموز المميّزة التي يجب أخذها في الاعتبار عند أخذ العيّنات. يستخدم النموذج مزيجًا من أسلوبَي أخذ العينات Top-k وأخذ العينات من النواة. تأخذ عملية أخذ العيّنات من النواة في الاعتبار أصغر مجموعة من الرموز المميزة التي يكون مجموع احتمالاتها topP على الأقل. topK integer اختيارية: الحد الأقصى لعدد الرموز المميزة التي يجب أخذها في الاعتبار عند أخذ العيّنات يستخدم النموذج مزيجًا من أسلوبَي أخذ العينات Top-k وأخذ العينات من النواة. تأخذ عملية أخذ العيّنات من أعلى k مجموعة الرموز المميزة topK الأكثر احتمالاً في الاعتبار. نص الاستجابة الردّ من النموذج ويشمل ذلك رسائل المرشحين وسجلّ المحادثات في شكل رسائل مرتّبة زمنيًا. إذا كانت الاستجابة ناجحة، سيحتوي نص الاستجابة على بيانات بالبنية التالية: الحقول candidates[] object ( Message ) رسائل الردود المحتملة من النموذج messages[] object ( Message ) سجلّ المحادثات الذي يستخدمه النموذج filters[] object ( ContentFilter ) مجموعة من البيانات الوصفية لفلترة المحتوى في نص الطلب والردّ يشير ذلك إلى SafetyCategory التي حظرت مرشحًا من هذه الاستجابة، وأقل HarmProbability أدى إلى الحظر، وإعداد HarmThreshold لهذه الفئة. تمثيل JSON { "candidates" : [ { object ( Message ) } ] , "messages" : [ { object ( Message ) } ] , "filters" : [ { object ( ContentFilter ) } ] } الطريقة: models.countMessageTokens نقطة النهاية مَعلمات المسار نص الطلب تمثيل JSON نص الاستجابة تمثيل JSON نطاقات التفويض تعمل هذه الدالة على تشغيل أداة تقسيم الرموز المميزة الخاصة بأحد النماذج على سلسلة وتعرض عدد الرموز المميزة. نقطة نهاية post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:countMessageTokens مَعلمات المسار model string مطلوب. اسم مورد النموذج. ويُستخدَم هذا المعرّف في النموذج. يجب أن يتطابق هذا الاسم مع اسم نموذج تعرضه الطريقة models.list . التنسيق: models/{model} يتّخذ الشكل models/{model} . نص الطلب يحتوي نص الطلب على بيانات بالبنية التالية: الحقول prompt object ( MessagePrompt ) مطلوب. الطلب الذي سيتم عرض عدد الرموز المميزة فيه. نص الاستجابة ردّ من models.countMessageTokens تعرض هذه السمة tokenCount الخاص بالنموذج prompt . إذا كانت الاستجابة ناجحة، سيحتوي نص الاستجابة على بيانات بالبنية التالية: الحقول tokenCount integer عدد الرموز المميزة التي يقسّم إليها model السلسلة prompt . يجب أن تكون القيمة غير سالبة. تمثيل JSON { "tokenCount" : integer } الطريقة: models.embedText نقطة النهاية مَعلمات المسار نص الطلب تمثيل JSON نص الاستجابة تمثيل JSON نطاقات التفويض تنشئ هذه الدالة تضمينًا من النموذج بالاستناد إلى رسالة إدخال. نقطة نهاية post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:embedText مَعلمات المسار model string مطلوب. اسم النموذج الذي سيتم استخدامه مع النموذج model=models/{model} تتّخذ الشكل models/{model} . نص الطلب يحتوي نص الطلب على بيانات بالبنية التالية: الحقول text string اختيارية: نص الإدخال الحر الذي سيحوّله النموذج إلى تضمين. نص الاستجابة تمثّل هذه الفئة الردّ على EmbedTextRequest. إذا كانت الاستجابة ناجحة، سيحتوي نص الاستجابة على بيانات بالبنية التالية: الحقول embedding object ( Embedding ) النتائج فقط. تمثّل هذه السمة التضمين الذي تم إنشاؤه من النص المُدخَل. تمثيل JSON { "embedding" : { object ( Embedding ) } } الطريقة: models.batchEmbedText نقطة النهاية مَعلمات المسار نص الطلب تمثيل JSON نص الاستجابة تمثيل JSON نطاقات التفويض EmbedTextRequest تمثيل JSON تنشئ هذه الطريقة عدة تضمينات من النموذج بالاستناد إلى النص المُدخَل في طلب متزامن. نقطة نهاية post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:batchEmbedText مَعلمات المسار model string مطلوب. اسم Model الذي سيتم استخدامه لإنشاء التضمين. أمثلة: models/embedding-gecko-001 تتّخذ الشكل models/{model} . نص الطلب يحتوي نص الطلب على بيانات بالبنية التالية: الحقول texts[] string اختيارية: نصوص الإدخال الحرة التي سيحوّلها النموذج إلى تضمين الحدّ الأقصى الحالي هو 100 نص، وفي حال تجاوزه سيظهر خطأ. requests[] object ( EmbedTextRequest ) اختيارية: تضمين الطلبات في الدفعة لا يمكن ضبط سوى قيمة واحدة من texts أو requests . نص الاستجابة تمثّل هذه الفئة الردّ على EmbedTextRequest. إذا كانت الاستجابة ناجحة، سيحتوي نص الاستجابة على بيانات بالبنية التالية: الحقول embeddings[] object ( Embedding ) النتائج فقط. التمثيلات المتّجهة التي تم إنشاؤها من النص المُدخَل تمثيل JSON { "embeddings" : [ { object ( Embedding ) } ] } EmbedTextRequest طلب الحصول على تضمين نصي من النموذج الحقول model string مطلوب. اسم النموذج الذي سيتم استخدامه مع النموذج model=models/{model} text string اختيارية: نص الإدخال الحر الذي سيحوّله النموذج إلى تضمين. تمثيل JSON { "model" : string , "text" : string } ContentFilter تمثيل JSON BlockedReason البيانات الوصفية لفلترة المحتوى المرتبطة بمعالجة طلب واحد يحتوي ContentFilter على سبب وسلسلة اختيارية داعمة. قد لا يكون السبب محدّدًا. الحقول reason enum ( BlockedReason ) سبب حظر المحتوى أثناء معالجة الطلب message string سلسلة تصف سلوك الفلترة بمزيد من التفاصيل. تمثيل JSON { "reason" : enum ( BlockedReason ) , "message" : string } BlockedReason قائمة بالأسباب التي قد تؤدي إلى حظر المحتوى عمليات التعداد BLOCKED_REASON_UNSPECIFIED لم يتم تحديد سبب الحظر. SAFETY تم حظر المحتوى بسبب إعدادات الأمان. OTHER تم حظر المحتوى، ولكن السبب غير مصنّف. التضمين تمثيل JSON قائمة بالأرقام العشرية التي تمثّل التضمين الحقول value[] number قيم التضمين. تمثيل JSON { "value" : [ number ] } الرسالة تمثيل JSON الوحدة الأساسية للنص المنظَّم يتضمّن Message author و content الخاص بـ Message . يتم استخدام author لوضع علامات على الرسائل عند إدخالها إلى النموذج كنص. الحقول author string اختيارية: تمثّل هذه السمة مؤلف الرسالة. يُستخدَم هذا المعرّف كمفتاح لوضع علامات على محتوى هذه الرسالة عند إدخالها إلى النموذج كنص. يمكن أن يكون المؤلف أي سلسلة أبجدية رقمية. content string مطلوب. تمثّل هذه السمة المحتوى النصي للبيانات المنظَّمة Message . citationMetadata object ( CitationMetadata ) النتائج فقط. معلومات الاقتباس الخاصة بـ content من إنشاء النموذج في هذا Message إذا تم إنشاء Message كنتيجة من النموذج، قد يتم ملء هذا الحقل بمعلومات تحديد المصدر لأي نص مضمّن في content . يُستخدَم هذا الحقل في الإخراج فقط. تمثيل JSON { "author" : string , "content" : string , "citationMetadata" : { object ( CitationMetadata ) } } MessagePrompt تمثيل JSON مثال تمثيل JSON جميع نصوص الإدخال المنظَّمة التي تم تمريرها إلى النموذج كطلب يحتوي MessagePrompt على مجموعة منظَّمة من الحقول التي توفّر سياقًا للمحادثة، وأمثلة على أزواج الرسائل التي تتضمّن مدخلات المستخدم ومخرجات النموذج والتي تحفّز النموذج على الرد بطرق مختلفة، وسجلّ المحادثة أو قائمة الرسائل التي تمثّل الأدوار المتناوبة للمحادثة بين المستخدم والنموذج. الحقول context string اختيارية: النص الذي يجب تقديمه إلى النموذج أولاً لتحديد سياق الردّ. إذا لم يكن هذا الحقل فارغًا، سيتم منح context للنموذج أولاً قبل examples و messages . عند استخدام context ، احرص على تضمينه في كل طلب للحفاظ على الاستمرارية. يمكن أن يكون هذا الحقل وصفًا لطلبك من النموذج للمساعدة في توفير السياق وتوجيه الردود. أمثلة: "ترجِم العبارة من الإنجليزية إلى الفرنسية" أو "صنِّف المشاعر في الجملة على أنّها سعيدة أو حزينة أو محايدة". سيحظى أي محتوى مضمّن في هذا الحقل بالأولوية على سجلّ الرسائل إذا تجاوز إجمالي حجم الإدخال inputTokenLimit للنموذج وتم اقتطاع طلب الإدخال. examples[] object ( Example ) اختيارية: أمثلة على ما يجب أن ينشئه النموذج ويشمل ذلك كلاً من البيانات التي أدخلها المستخدم والاستجابة التي يجب أن يحاكيها النموذج. يتم التعامل مع هذه examples بشكل مماثل لرسائل المحادثة، باستثناء أنّ لها الأولوية على السجلّ في messages : إذا تجاوز إجمالي حجم الإدخال inputTokenLimit للنموذج، سيتم اقتطاع الإدخال. سيتم إسقاط العناصر من messages قبل examples . messages[] object ( Message ) مطلوب. لقطة من سجلّ المحادثات الأخيرة مرتّبة زمنيًا تتوالى المشاركات بين مؤلفَين. إذا تجاوز إجمالي حجم الإدخال inputTokenLimit في النموذج، سيتم اقتطاع الإدخال: سيتم حذف أقدم العناصر من messages . تمثيل JSON { "context" : string , "examples" : [ { object ( Example ) } ] , "messages" : [ { object ( Message ) } ] } مثال مثال على الإدخال/الإخراج يُستخدَم لتوجيه النموذج. ويوضّح كيف يجب أن يستجيب النموذج أو ينسّق استجابته. الحقول input object ( Message ) مطلوب. مثال على إدخال Message من المستخدم output object ( Message ) مطلوب. مثال على ما يجب أن ينتجه النموذج بناءً على المعلومات المُدخلة تمثيل JSON { "input" : { object ( Message ) } , "output" : { object ( Message ) } } GenerateTextResponse تمثيل JSON TextCompletion تمثيل JSON SafetyFeedback تمثيل JSON الاستجابة من النموذج، بما في ذلك عمليات الإكمال المقترَحة الحقول candidates[] object ( TextCompletion ) ردود المرشحين من النموذج filters[] object ( ContentFilter ) مجموعة من البيانات الوصفية لفلترة المحتوى في نص الطلب والردّ يشير ذلك إلى SafetyCategory التي حظرت مرشحًا من هذه الاستجابة، وأقل HarmProbability أدى إلى الحظر، وإعداد HarmThreshold لهذه الفئة. يشير ذلك إلى أصغر تغيير في SafetySettings يكون ضروريًا لإلغاء حظر استجابة واحدة على الأقل. يتم ضبط الحظر من خلال SafetySettings في الطلب (أو SafetySettings التلقائي لواجهة برمجة التطبيقات). safetyFeedback[] object ( SafetyFeedback ) تعرض هذه الطريقة أي ملاحظات متعلقة بالأمان بشأن فلترة المحتوى. تمثيل JSON { "candidates" : [ { object ( TextCompletion ) } ] , "filters" : [ { object ( ContentFilter ) } ] , "safetyFeedback" : [ { object ( SafetyFeedback ) } ] } TextCompletion النص الناتج الذي يعرضه النموذج الحقول output string النتائج فقط. النص الذي تم إنشاؤه والذي تم إرجاعه من النموذج safetyRatings[] object ( SafetyRating ) تقييمات لمدى أمان الردّ يمكن إضافة تقييم واحد كحدّ أقصى لكل فئة. citationMetadata object ( CitationMetadata ) النتائج فقط. معلومات الاقتباس الخاصة بـ output من إنشاء النموذج في هذا TextCompletion قد يتم ملء هذا الحقل بمعلومات تحديد المصدر لأي نص مضمّن في output . تمثيل JSON { "output" : string , "safetyRatings" : [ { object ( SafetyRating ) } ] , "citationMetadata" : { object ( CitationMetadata ) } } SafetyFeedback ملاحظات حول الأمان بشأن طلب كامل يتم ملء هذا الحقل إذا تم حظر المحتوى في الإدخال و/أو الردّ بسبب إعدادات الأمان. قد لا تتوفّر السمة SafetyFeedback لكل HarmCategory. ستعرض كل SafetyFeedback إعدادات الأمان المستخدَمة في الطلب، بالإضافة إلى أدنى قيمة HarmProbability يجب السماح بها لعرض نتيجة. الحقول rating object ( SafetyRating ) تقييم السلامة الذي يتم تحديده من المحتوى setting object ( SafetySetting ) إعدادات الأمان التي تم تطبيقها على الطلب تمثيل JSON { "rating" : { object ( SafetyRating ) } , "setting" : { object ( SafetySetting ) } } TextPrompt تمثيل JSON النص المقدَّم للنموذج كطلب سيستخدم النموذج TextPrompt لإنشاء إكمال نصي. الحقول text string مطلوب. نص الطلب تمثيل JSON { "text" : string } إرسال ملاحظات إنّ محتوى هذه الصفحة مرخّص بموجب ترخيص Creative Commons Attribution 4.0 ما لم يُنصّ على خلاف ذلك، ونماذج الرموز مرخّصة بموجب ترخيص Apache 2.0 . للاطّلاع على التفاصيل، يُرجى مراجعة سياسات موقع Google Developers . إنّ Java هي علامة تجارية مسجَّلة لشركة Oracle و/أو شركائها التابعين. تاريخ التعديل الأخير: 2025-07-24 (حسب التوقيت العالمي المتفَّق عليه) هل تريد مشاركة ملاحظاتك معنا؟ [[["يسهُل فهم المحتوى.","easyToUnderstand","thumb-up"],["ساعَدني المحتوى في حلّ مشكلتي.","solvedMyProblem","thumb-up"],["غير ذلك","otherUp","thumb-up"]],[["لا يحتوي على المعلومات التي أحتاج إليها.","missingTheInformationINeed","thumb-down"],["الخطوات معقدة للغاية / كثيرة جدًا.","tooComplicatedTooManySteps","thumb-down"],["المحتوى قديم.","outOfDate","thumb-down"],["ثمة مشكلة في الترجمة.","translationIssue","thumb-down"],["مشكلة في العيّنات / التعليمات البرمجية","samplesCodeIssue","thumb-down"],["غير ذلك","otherDown","thumb-down"]],["تاريخ التعديل الأخير: 2025-07-24 (حسب التوقيت العالمي المتفَّق عليه)"],[],[]] البنود الخصوصية Manage cookies English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 | 2026-01-13T09:29:52 |
https://ai.google.dev/api/palm?hl=tr | PaLM (decommissioned) | Gemini API | Google AI for Developers Ana içeriğe atla / English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 API anahtarı alma Tarif Defteri Topluluk Oturum aç Dokümanlar API referansı Gemini API Dokümanlar API referansı API anahtarı alma Tarif Defteri Topluluk Genel bakış API sürümleri İşlemler Modeller İçerik oluşturuluyor Canlı API Live Music API Interactions API Simgeler Dosyalar Toplu API Önbelleğe alma Yerleştirmeler Dosya arama Dosya arama mağazaları Doküman Tüm yöntemler Kullanımdan kaldırıldı PaLM (artık kaldırıldı) SDK referansları Python Go TypeScript Java C# Ana Sayfa Gemini API API referansı Geri bildirim gönderin PaLM (decommissioned) Yöntem: models.generateText Uç nokta Yol parametreleri İstek metni JSON gösterimi Yanıt metni Yetkilendirme kapsamları Giriş mesajı verildiğinde modelden yanıt oluşturur. Uç nokta post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:generateText Yol parametreleri model string Zorunlu. Tamamlama oluşturmak için kullanılacak Model veya TunedModel öğesinin adı. Örnekler: models/text-bison-001 tunedModels/sentence-translator-u3b7m models/{model} biçimindedir. İstek içeriği İstek metni aşağıdaki yapıyla birlikte verileri içerir: Alanlar prompt object ( TextPrompt ) Zorunlu. Modele istem olarak verilen serbest biçimli giriş metni. Model, verilen isteme göre giriş metninin tamamlanması olarak tahmin ettiği bir TextCompletion yanıtı oluşturur. safetySettings[] object ( SafetySetting ) İsteğe bağlıdır. Güvenli olmayan içeriğin engellenmesi için benzersiz SafetySetting örneklerinin listesi. Bu değişiklikler GenerateTextRequest.prompt ve GenerateTextResponse.candidates üzerinde zorunlu kılınacak. Her SafetyCategory türü için birden fazla ayar olmamalıdır. API, bu ayarlarla belirlenen eşikleri karşılamayan tüm istemleri ve yanıtları engeller. Bu liste, safetySettings içinde belirtilen her SafetyCategory için varsayılan ayarları geçersiz kılar. Listede belirtilen belirli bir SafetyCategory için SafetySetting yoksa API, bu kategori için varsayılan güvenlik ayarını kullanır. Metin hizmetinde HARM_CATEGORY_DEROGATORY, HARM_CATEGORY_TOXICITY, HARM_CATEGORY_VIOLENCE, HARM_CATEGORY_SEXUAL, HARM_CATEGORY_MEDICAL, HARM_CATEGORY_DANGEROUS zarar kategorileri desteklenir. stopSequences[] string Çıkış oluşturmayı durduracak karakter dizileri kümesi (en fazla 5). Belirtilirse API, durdurma dizisinin ilk görünümünde durur. Durdurma dizisi, yanıtın bir parçası olarak dahil edilmez. temperature number İsteğe bağlıdır. Çıkışın rastgeleliğini kontrol eder. Not: Varsayılan değer modele göre değişir. getModel işlevinin döndürdüğü Model öğesinin Model.temperature özelliğine bakın. Değerler [0.0,1.0] aralığında olabilir. 1,0'a daha yakın bir değer, daha çeşitli ve yaratıcı yanıtlar üretirken 0,0'a daha yakın bir değer genellikle modelden daha basit yanıtlar alınmasını sağlar. candidateCount integer İsteğe bağlıdır. Döndürülecek oluşturulmuş yanıt sayısı. Bu değer, [1, 8] arasında (değerler dahil) olmalıdır. Ayarlanmamışsa varsayılan olarak 1 olur. maxOutputTokens integer İsteğe bağlıdır. Bir adayda bulunacak maksimum jeton sayısı. Ayarlanmamışsa bu, Model spesifikasyonunda belirtilen outputTokenLimit değerine ayarlanır. topP number İsteğe bağlıdır. Örnekleme sırasında dikkate alınacak jetonların maksimum kümülatif olasılığı. Modelde, Top-k ve çekirdek örnekleme bir arada kullanılır. Parçalar, yalnızca en olası parçaların dikkate alınması için atanmış olasılıklarına göre sıralanır. Top-k örnekleme, dikkate alınacak maksimum jeton sayısını doğrudan sınırlar. Nucleus örnekleme ise jeton sayısını kümülatif olasılığa göre sınırlar. Not: Varsayılan değer modele göre değişir. getModel işlevinin döndürdüğü Model öğesinin Model.top_p özelliğine bakın. topK integer İsteğe bağlıdır. Örnekleme sırasında dikkate alınacak maksimum jeton sayısı. Modelde, Top-k ve çekirdek örnekleme bir arada kullanılır. Top-k örnekleme, topK en olası jeton kümesini dikkate alır. Varsayılan olarak 40 değerine ayarlanır. Not: Varsayılan değer modele göre değişir. getModel işlevinin döndürdüğü Model öğesinin Model.top_k özelliğine bakın. Yanıt gövdesi Başarılıysa yanıt metni, GenerateTextResponse öğesinin bir örneğini içerir. Yöntem: models.countTextTokens Uç nokta Yol parametreleri İstek metni JSON gösterimi Yanıt metni JSON gösterimi Yetkilendirme kapsamları Bir metinde modelin belirteçleştiricisini çalıştırır ve belirteç sayısını döndürür. Uç nokta post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:countTextTokens Yol parametreleri model string Zorunlu. Modelin kaynak adı. Bu, Model'in kullanacağı bir kimlik görevi görür. Bu ad, models.list yöntemi tarafından döndürülen bir model adıyla eşleşmelidir. Biçim: models/{model} models/{model} biçimindedir. İstek içeriği İstek metni aşağıdaki yapıyla birlikte verileri içerir: Alanlar prompt object ( TextPrompt ) Zorunlu. Modele istem olarak verilen serbest biçimli giriş metni. Yanıt gövdesi models.countTextTokens adlı kullanıcıdan yanıt. prompt için modelin tokenCount değerini döndürür. Başarılı olursa yanıt metni aşağıdaki yapıyla birlikte verileri içerir: Alanlar tokenCount integer model tarafından prompt öğesinin jetonlaştırıldığı jeton sayısı. Her zaman negatif olmayan bir değerdir. JSON gösterimi { "tokenCount" : integer } Yöntem: models.generateMessage Uç nokta Yol parametreleri İstek metni JSON gösterimi Yanıt metni JSON gösterimi Yetkilendirme kapsamları MessagePrompt girişiyle modele yanıt oluşturur. Uç nokta post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:generateMessage Yol parametreleri model string Zorunlu. Kullanılacak modelin adı. Biçim: name=models/{model} . models/{model} biçimindedir. İstek içeriği İstek metni aşağıdaki yapıyla birlikte verileri içerir: Alanlar prompt object ( MessagePrompt ) Zorunlu. Modele istem olarak verilen yapılandırılmış metin girişi. Model, verilen isteme göre tartışmadaki sonraki mesajın ne olacağını tahmin ederek yanıt verir. temperature number İsteğe bağlıdır. Çıkışın rastgeleliğini kontrol eder. Değerler [0.0,1.0] arasında (bu değerler dahil) olabilir. 1.0 değerine yakın bir değer, daha çeşitli yanıtlar üretirken 0.0 değerine yakın bir değer genellikle modelden daha az şaşırtıcı yanıtlar alınmasına neden olur. candidateCount integer İsteğe bağlıdır. Döndürülecek oluşturulmuş yanıt mesajlarının sayısı. Bu değer [1, 8] arasında olmalıdır. Ayarlanmamışsa varsayılan olarak 1 olur. topP number İsteğe bağlıdır. Örnekleme sırasında dikkate alınacak jetonların maksimum kümülatif olasılığı. Modelde, Top-k ve çekirdek örnekleme bir arada kullanılır. Çekirdek örnekleme, olasılık toplamı en az topP olan en küçük jeton grubunu dikkate alır. topK integer İsteğe bağlıdır. Örnekleme sırasında dikkate alınacak maksimum jeton sayısı. Modelde, Top-k ve çekirdek örnekleme bir arada kullanılır. Top-k örnekleme, topK en olası jeton kümesini dikkate alır. Yanıt gövdesi Modelin yanıtı. Bu, kronolojik olarak sıralanmış mesajlar biçimindeki aday mesajlarını ve görüşme geçmişini içerir. Başarılı olursa yanıt metni aşağıdaki yapıyla birlikte verileri içerir: Alanlar candidates[] object ( Message ) Modelden gelen aday yanıt mesajları. messages[] object ( Message ) Modelin kullandığı görüşme geçmişi. filters[] object ( ContentFilter ) İstem ve yanıt metni için bir dizi içerik filtreleme meta verisi. Bu, hangi SafetyCategory 'ların bir adayın bu yanıttan engellenmesine neden olduğunu, engellemeyi tetikleyen en düşük HarmProbability 'ı ve bu kategori için HarmThreshold ayarını gösterir. JSON gösterimi { "candidates" : [ { object ( Message ) } ] , "messages" : [ { object ( Message ) } ] , "filters" : [ { object ( ContentFilter ) } ] } Yöntem: models.countMessageTokens Uç nokta Yol parametreleri İstek metni JSON gösterimi Yanıt metni JSON gösterimi Yetkilendirme kapsamları Bir modelin belirteçleştiricisini bir dizede çalıştırır ve belirteç sayısını döndürür. Uç nokta post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:countMessageTokens Yol parametreleri model string Zorunlu. Modelin kaynak adı. Bu, Model'in kullanacağı bir kimlik görevi görür. Bu ad, models.list yöntemi tarafından döndürülen bir model adıyla eşleşmelidir. Biçim: models/{model} models/{model} biçimindedir. İstek içeriği İstek metni aşağıdaki yapıyla birlikte verileri içerir: Alanlar prompt object ( MessagePrompt ) Zorunlu. Jeton sayısı döndürülecek istem. Yanıt gövdesi models.countMessageTokens adlı kullanıcıdan yanıt. prompt için modelin tokenCount değerini döndürür. Başarılı olursa yanıt metni aşağıdaki yapıyla birlikte verileri içerir: Alanlar tokenCount integer model tarafından prompt öğesinin jetonlaştırıldığı jeton sayısı. Her zaman negatif olmayan bir değerdir. JSON gösterimi { "tokenCount" : integer } Yöntem: models.embedText Uç nokta Yol parametreleri İstek metni JSON gösterimi Yanıt metni JSON gösterimi Yetkilendirme kapsamları Giriş mesajı verildiğinde modelden yerleştirme oluşturur. Uç nokta post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:embedText Yol parametreleri model string Zorunlu. model=models/{model} biçimiyle kullanılacak model adı. models/{model} biçimindedir. İstek içeriği İstek metni aşağıdaki yapıyla birlikte verileri içerir: Alanlar text string İsteğe bağlıdır. Modelin yerleştirmeye dönüştüreceği serbest biçimli giriş metni. Yanıt gövdesi EmbedTextRequest'e verilen yanıt. Başarılı olursa yanıt metni aşağıdaki yapıyla birlikte verileri içerir: Alanlar embedding object ( Embedding ) Yalnızca çıkış. Giriş metninden oluşturulan yerleştirme. JSON gösterimi { "embedding" : { object ( Embedding ) } } Yöntem: models.batchEmbedText Uç nokta Yol parametreleri İstek metni JSON gösterimi Yanıt metni JSON gösterimi Yetkilendirme kapsamları EmbedTextRequest JSON gösterimi Senkron bir çağrıda, modele verilen giriş metninden birden fazla yerleştirilmiş öğe oluşturur. Uç nokta post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:batchEmbedText Yol parametreleri model string Zorunlu. Yerleştirme oluşturmak için kullanılacak Model 'nın adı. Örnek: models/embedding-gecko-001. models/{model} biçimindedir. İstek içeriği İstek metni aşağıdaki yapıyla birlikte verileri içerir: Alanlar texts[] string İsteğe bağlıdır. Modelin yerleştirilmiş öğeye dönüştüreceği serbest biçimli giriş metinleri. Mevcut sınır 100 metindir. Bu sınır aşıldığında hata verilir. requests[] object ( EmbedTextRequest ) İsteğe bağlıdır. Toplu iş için yerleştirme istekleri. Yalnızca bir texts veya requests ayarlanabilir. Yanıt gövdesi EmbedTextRequest'e verilen yanıt. Başarılı olursa yanıt metni aşağıdaki yapıyla birlikte verileri içerir: Alanlar embeddings[] object ( Embedding ) Yalnızca çıkış. Giriş metninden oluşturulan gömmeler. JSON gösterimi { "embeddings" : [ { object ( Embedding ) } ] } EmbedTextRequest Modelden metin yerleştirme isteğinde bulunma. Alanlar model string Zorunlu. model=models/{model} biçimiyle kullanılacak model adı. text string İsteğe bağlıdır. Modelin yerleştirmeye dönüştüreceği serbest biçimli giriş metni. JSON gösterimi { "model" : string , "text" : string } ContentFilter JSON gösterimi BlockedReason Tek bir isteğin işlenmesiyle ilişkili içerik filtreleme meta verileri. ContentFilter, bir neden ve isteğe bağlı bir destekleyici dize içerir. Neden belirtilmemiş olabilir. Alanlar reason enum ( BlockedReason ) İçeriğin istek işlenirken engellenme nedeni. message string Filtreleme davranışını daha ayrıntılı olarak açıklayan bir dize. JSON gösterimi { "reason" : enum ( BlockedReason ) , "message" : string } BlockedReason İçeriğin engellenmiş olabileceği nedenlerin listesi. Sıralamalar BLOCKED_REASON_UNSPECIFIED Engelleme nedeni belirtilmedi. SAFETY İçerik, güvenlik ayarları tarafından engellendi. OTHER İçerik engellendi ancak nedeni kategorize edilmedi. Yerleştirme JSON gösterimi Yerleştirme işlemini temsil eden kayan noktalı sayılardan oluşan bir liste. Alanlar value[] number Yerleştirme değerleri. JSON gösterimi { "value" : [ number ] } Mesaj JSON gösterimi Yapılandırılmış metnin temel birimi. Message , author ve Message 'nın content 'ını içerir. author , mesajlar metin olarak modele aktarılırken etiketlemek için kullanılır. Alanlar author string İsteğe bağlıdır. Bu İletinin yazarı. Bu, modele metin olarak beslendiğinde bu Mesajın içeriğini etiketlemek için anahtar görevi görür. Yazar, herhangi bir alfanümerik dize olabilir. content string Zorunlu. Yapılandırılmış Message öğesinin metin içeriği. citationMetadata object ( CitationMetadata ) Yalnızca çıkış. Bu Message içinde model tarafından oluşturulan content için alıntı bilgileri. Bu Message , modelden çıktı olarak oluşturulduysa bu alan, content içinde yer alan tüm metinlerin ilişkilendirme bilgileriyle doldurulabilir. Bu alan yalnızca çıkışta kullanılır. JSON gösterimi { "author" : string , "content" : string , "citationMetadata" : { object ( CitationMetadata ) } } MessagePrompt JSON gösterimi Örnek JSON gösterimi Yapılandırılmış giriş metninin tamamı, istem olarak modele iletilir. Bir MessagePrompt , görüşme için bağlam sağlayan yapılandırılmış bir alan grubu, modeli farklı şekillerde yanıt vermeye hazırlayan kullanıcı girişi/model çıkışı mesaj çiftleri örnekleri ve kullanıcı ile model arasındaki görüşmenin dönüşümlü olarak ilerlemesini temsil eden görüşme geçmişi veya mesaj listesini içerir. Alanlar context string İsteğe bağlıdır. Yanıtı temellendirmek için önce modele sağlanması gereken metin. Boş değilse bu context , examples ve messages 'den önce modele verilir. context kullanırken sürekliliği korumak için her istekle birlikte bu bilgiyi sağladığınızdan emin olun. Bu alan, bağlam sağlamaya ve yanıtları yönlendirmeye yardımcı olmak için modele gönderdiğiniz istemin açıklaması olabilir. Örnekler: "İfadeyi İngilizceden Fransızcaya çevir." veya "Bir ifade verildiğinde duyguyu mutlu, üzgün veya nötr olarak sınıflandır." Toplam giriş boyutu modelin inputTokenLimit değerini aşıp giriş isteği kısaltılırsa bu alana dahil edilen her şey ileti geçmişine göre öncelikli olur. examples[] object ( Example ) İsteğe bağlıdır. Modelin oluşturması gerekenlere dair örnekler. Buna hem kullanıcı girişi hem de modelin taklit etmesi gereken yanıt dahildir. Bu examples , messages içindeki geçmişe göre öncelikli olması dışında, görüşme mesajlarıyla aynı şekilde değerlendirilir: Toplam giriş boyutu modelin inputTokenLimit değerini aşarsa giriş kesilir. Öğeler, examples tarihinden önce messages 'dan kaldırılacak. messages[] object ( Message ) Zorunlu. Son görüşme geçmişinin kronolojik olarak sıralanmış anlık görüntüsü. İki yazar arasında dönüşümlü olarak alternatifler sunulur. Toplam giriş boyutu modelin inputTokenLimit değerini aşarsa giriş kesilir: En eski öğeler messages değerinden çıkarılır. JSON gösterimi { "context" : string , "examples" : [ { object ( Example ) } ] , "messages" : [ { object ( Message ) } ] } Örnek Modele talimat vermek için kullanılan bir giriş/çıkış örneği. Modelin nasıl yanıt vermesi veya yanıtını nasıl biçimlendirmesi gerektiğini gösterir. Alanlar input object ( Message ) Zorunlu. Kullanıcıdan gelen bir giriş Message örneği. output object ( Message ) Zorunlu. Giriş verildiğinde modelin nasıl bir çıkış vermesi gerektiğine dair bir örnek. JSON gösterimi { "input" : { object ( Message ) } , "output" : { object ( Message ) } } GenerateTextResponse JSON gösterimi TextCompletion JSON gösterimi SafetyFeedback JSON gösterimi Aday tamamlama dahil olmak üzere modelin yanıtı. Alanlar candidates[] object ( TextCompletion ) Modelin aday yanıtları. filters[] object ( ContentFilter ) İstem ve yanıt metni için bir dizi içerik filtreleme meta verisi. Bu, hangi SafetyCategory 'ların bir adayın bu yanıttan engellenmesine neden olduğunu, engellemeyi tetikleyen en düşük HarmProbability 'ı ve bu kategori için HarmThreshold ayarını gösterir. Bu, en az 1 yanıtın engellemesini kaldırmak için SafetySettings üzerinde yapılması gereken en küçük değişikliği gösterir. Engelleme, istekteki SafetySettings tarafından (veya API'nin varsayılan SafetySettings 'sı) yapılandırılır. safetyFeedback[] object ( SafetyFeedback ) İçerik filtreleme ile ilgili tüm güvenlik geri bildirimlerini döndürür. JSON gösterimi { "candidates" : [ { object ( TextCompletion ) } ] , "filters" : [ { object ( ContentFilter ) } ] , "safetyFeedback" : [ { object ( SafetyFeedback ) } ] } TextCompletion Modelden döndürülen çıkış metni. Alanlar output string Yalnızca çıkış. Modelden döndürülen oluşturulmuş metin. safetyRatings[] object ( SafetyRating ) Yanıtın güvenliğiyle ilgili puanlar. Kategori başına en fazla bir puan verilebilir. citationMetadata object ( CitationMetadata ) Yalnızca çıkış. Bu TextCompletion içinde model tarafından oluşturulan output için alıntı bilgileri. Bu alan, output içinde yer alan tüm metinler için ilişkilendirme bilgileriyle doldurulabilir. JSON gösterimi { "output" : string , "safetyRatings" : [ { object ( SafetyRating ) } ] , "citationMetadata" : { object ( CitationMetadata ) } } SafetyFeedback Tüm istek için güvenlik geri bildirimi. Bu alan, giriş ve/veya yanıttaki içerik güvenlik ayarları nedeniyle engellendiyse doldurulur. SafetyFeedback, her HarmCategory için mevcut olmayabilir. Her SafetyFeedback, istek tarafından kullanılan güvenlik ayarlarının yanı sıra sonuç döndürmek için izin verilmesi gereken en düşük HarmProbability değerini döndürür. Alanlar rating object ( SafetyRating ) İçerikten değerlendirilen güvenlik derecelendirmesi. setting object ( SafetySetting ) İsteğe uygulanan güvenlik ayarları. JSON gösterimi { "rating" : { object ( SafetyRating ) } , "setting" : { object ( SafetySetting ) } } TextPrompt JSON gösterimi Modele istem olarak verilen metin. Model, metin tamamlama oluşturmak için bu TextPrompt'u kullanır. Alanlar text string Zorunlu. İstem metni. JSON gösterimi { "text" : string } Geri bildirim gönderin Aksi belirtilmediği sürece bu sayfanın içeriği Creative Commons Atıf 4.0 Lisansı altında ve kod örnekleri Apache 2.0 Lisansı altında lisanslanmıştır. Ayrıntılı bilgi için Google Developers Site Politikaları 'na göz atın. Java, Oracle ve/veya satış ortaklarının tescilli ticari markasıdır. Son güncelleme tarihi: 2025-07-24 UTC. Bize geri bildirimde bulunmak mı istiyorsunuz? [[["Anlaması kolay","easyToUnderstand","thumb-up"],["Sorunumu çözdü","solvedMyProblem","thumb-up"],["Diğer","otherUp","thumb-up"]],[["İhtiyacım olan bilgiler yok","missingTheInformationINeed","thumb-down"],["Çok karmaşık / çok fazla adım var","tooComplicatedTooManySteps","thumb-down"],["Güncel değil","outOfDate","thumb-down"],["Çeviri sorunu","translationIssue","thumb-down"],["Örnek veya kod sorunu","samplesCodeIssue","thumb-down"],["Diğer","otherDown","thumb-down"]],["Son güncelleme tarihi: 2025-07-24 UTC."],[],[]] Şartlar Gizlilik Manage cookies English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 | 2026-01-13T09:29:52 |
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https://www.linkedin.com/posts/jignect-technologies_healthcareit-healthtech-healthcaresoftware-activity-7414637067978379264-Zy4x#main-content | Healthcare Software Provider Automates Testing with Jignect Technology | JigNect | Software Testing Company posted on the topic | LinkedIn Agree & Join LinkedIn By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . Skip to main content LinkedIn Top Content People Learning Jobs Games Sign in Create an account Healthcare Software Provider Automates Testing with Jignect Technology This title was summarized by AI from the post below. JigNect | Software Testing Company 9,887 followers 5d Report this post We’re excited to share our latest success story “Accelerating Healthcare Testing: An Automation Strategy to Reduce Manual Effort.” Jignect Technology partnered with a leading healthcare software provider serving 5,000+ users across the U.S., Canada, New Zealand, and other regions. By implementing a scalable automation framework, we helped modernize testing for a complex platform covering scheduling, billing, payroll, and compliance workflows. What we delivered: ✔ Faster regression cycles through automation of critical business workflows ✔ Improved reliability by reducing manual errors in payment and compliance scenarios ✔ 1,000+ automated test cases across core modules and integrations ✔ Centralized reporting with clear execution and quality insights ✔ A modular framework built to scale with frequent product enhancements The result: Faster releases, stronger product quality, and greater confidence in mission-critical healthcare operations. 📄 Read the full story: https://lnkd.in/dTu26tC8 #HealthcareIT #HealthTech #HealthcareSoftware #TestAutomation #AutomationFramework #RegressionTesting #QualityAssurance #AgileTesting #EnterpriseAutomation #DigitalTransformation #ReleaseManagement #ProductQuality 10 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in More Relevant Posts The CEO Views 3,111 followers 2w Report this post 🚀 Discover the top trends shaping healthcare software development in 2026—from smarter tech to better patient outcomes 🏥💻 Stay ahead of innovation and digital transformation in healthcare 📊 Read More: https://lnkd.in/gZ4rFN88 #HealthcareTech #DigitalHealth #SoftwareDevelopment 5 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Starshot Software 1,529 followers 3d Report this post The start of the year is when healthcare teams lock in roadmaps, budgets, and build decisions that will shape the year ahead. But before those plans turn into commitments, ask yourself: Are we actually ready to build healthcare-grade software? Our Healthcare Dev Readiness Kit helps teams like yours evaluate preparedness for regulated healthcare development, spot common in-house miscalculations, and avoid four expensive mistakes that can derail projects even with strong teams. Don’t risk another year of expensive setbacks. Before you commit to another year of healthcare development, make sure your foundation is ready. Download the kit here: https://lnkd.in/gznGPMTC #StarshotSoftware #HealthcareIT #HealthcareSoftware #DigitalHealth #HealthTech #SoftwareDevelopment #B2BTech #ProductDevelopment 4 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in CarePlan AI 73 followers 3w Report this post Discover how software innovations are reshaping healthcare management - from AI-driven customization to adaptable data models and templates. Ready to meet complex care demands with confidence and clarity? #DigitalHealth #OntarioHealth #AIinHealthcare #HealthTech #DigitalTransformation #HealthcareInnovation 5 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Muhammad Ashraf 3w Report this post 💼 The Business Case for Interoperability: Faster Billing, Fewer Errors Interoperability is often discussed as a technical or compliance issue. But at its core, it’s a business advantage. When systems can’t talk to each other, the cost shows up everywhere — delayed billing, claim denials, manual work, and frustrated teams. Here’s why interoperability actually makes financial sense: 🔹 Faster billing cycles When clinical, billing, and payer systems are connected, data flows automatically — reducing delays between care delivery and reimbursement. 🔹 Fewer claim errors and denials Accurate, consistent data across systems means fewer mismatches and less rework. 🔹 Lower operational costs Less manual data entry, fewer phone calls, and reduced administrative overhead. 🔹 Better visibility and reporting Clean, connected data gives finance teams real-time insight into revenue, performance, and bottlenecks. 🔹 Happier staff and patients When information moves smoothly, teams spend less time fixing problems — and more time focused on care. Interoperability isn’t just about meeting standards or checking compliance boxes. It’s about running healthcare organizations more efficiently and sustainably. In the long run, connected systems don’t just improve care — they protect margins, reduce risk, and support growth. That’s the real business case. #HealthcareIT #Interoperability #HealthTech #RevenueCycleManagement #DigitalHealth #HealthcareInnovation #DataIntegration #SaaS 1 5 Comments Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Tej Vij 2d Report this post Most RCM software fails not because of bad technology… but because it’s built without understanding real operations. True revenue cycle success comes when technology aligns with: • Workflow ownership • Human behavior • Financial accountability The next wave of healthcare tech will not be about more features — it will be about fewer failures in execution. #HealthTech #RCMSoftware #HealthcareInnovation #DigitalHealth #HealthcareIT #USHealthcare #HealthcareLeadership #RevenueCycle 3 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Incentive Support Services 79 followers 1w Report this post Reliable data flow is essential for clinical decision making, reporting, and operational planning. Breakdowns in integration can affect confidence in system outputs. Incentive Support Services supports accurate and consistent data movement across healthcare software environments. Our support includes: • Reviewing data flow between connected systems • Identifying gaps or inconsistencies • Supporting correction and validation activities • Improving visibility through structured documentation Accurate data supports safer and more effective healthcare delivery. Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Incentive Support Services 79 followers 6d Report this post Reliable data flow is essential for clinical decision making, reporting, and operational planning. Breakdowns in integration can affect confidence in system outputs. Incentive Support Services supports accurate and consistent data movement across healthcare software environments. Our support includes: • Reviewing data flow between connected systems • Identifying gaps or inconsistencies • Supporting correction and validation activities • Improving visibility through structured documentation Accurate data supports safer and more effective healthcare delivery. Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Mikunj Joshi 2w Report this post “The Case of the Missing Human Decisions: Why Healthcare Workfkow Automation Isn’t Learning Fast Enough" Recently, I had the opportunity to collaborate with a forward-thinking prospect in the healthcare payer space. Their goal was ambitious: automate claims adjudication and payment decision workflows to empower a team of over 80 members to significantly boost throughput. The vision was to pre-adjudicate claims and utilization requests by leveraging prior decisions made across the team—essentially creating a smarter, more consistent process that could scale efficiently. While we made solid progress on the automation foundation, we hit a classic hurdle that's all too common in healthcare claims processing: visibility into human interventions. Despite robust rules-based automation, many claims still required manual overrides and checks—things like: * Verifying patient eligibility in edge cases * Applying policy riders or exclusions not fully captured in standard rules * Correcting provider mapping errors or mismatched codes The challenge? These interventions weren't systematically tracked or logged in the workflow. As a result, we couldn't effectively "learn" from them to refine the automation rules, improve pre-adjudication accuracy, or build a feedback loop for continuous improvement. This experience reinforced a key insight: True automation in complex domains like claims adjudication isn't just about replacing manual steps—it's about capturing the human expertise that bridges the gaps in rules-based systems. Without audit trails for those interventions, opportunities to enhance auto-adjudication rates and team efficiency remain untapped. Curious—what strategies have you implemented to track and incorporate manual interventions in your automated workflows? How are you pushing auto-adjudication rates higher in today's regulatory landscape? Happy to share how we're tackling this challenge and similar use cases. Feel free to DM me! #HealthcareAutomation #AILedAutomation 3 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in maxRTE 7,072 followers 1w Report this post If your team still submits NOAs by fax, portal, or email, you’re paying for it with every single admission. Routine provider–payer admin work costs healthcare $83B annually, and manual NOA processing is a quiet contributor. 👉 We break down the real cost per admission and why automation delivers immediate ROI. Read more: https://lnkd.in/geDz6CwR #PriorAuthorization #RevenueCycle #Epic 6 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Incentive Support Services 79 followers 2w Report this post As healthcare organisations expand services and adopt new digital tools, system performance can be challenged by increased demand and complexity. Maintaining reliability requires ongoing attention and structured support. Incentive Support Services helps organisations sustain system performance as they grow. Our support model includes: • Reviewing system usage patterns and capacity • Identifying performance constraints before they affect users • Supporting improvements to integration and configuration • Providing guidance for future system planning Consistent performance enables teams to operate with confidence and focus on delivering quality care. 6 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in 9,887 followers View Profile Follow More from this author Speed Meets Stability: The Power of Advanced JMeter Testing JigNect | Software Testing Company 2w How Scalable Security Testing Keeps Web Apps One Step Ahead JigNect | Software Testing Company 3w Accessibility Isn’t Optional: It’s Essential for Every Digital Product JigNect | Software Testing Company 4w Explore content categories Career Productivity Finance Soft Skills & Emotional Intelligence Project Management Education Technology Leadership Ecommerce User Experience Show more Show less LinkedIn © 2026 About Accessibility User Agreement Privacy Policy Cookie Policy Copyright Policy Brand Policy Guest Controls Community Guidelines العربية (Arabic) বাংলা (Bangla) Čeština (Czech) Dansk (Danish) Deutsch (German) Ελληνικά (Greek) English (English) Español (Spanish) فارسی (Persian) Suomi (Finnish) Français (French) हिंदी (Hindi) Magyar (Hungarian) Bahasa Indonesia (Indonesian) Italiano (Italian) עברית (Hebrew) 日本語 (Japanese) 한국어 (Korean) मराठी (Marathi) Bahasa Malaysia (Malay) Nederlands (Dutch) Norsk (Norwegian) ਪੰਜਾਬੀ (Punjabi) Polski (Polish) Português (Portuguese) Română (Romanian) Русский (Russian) Svenska (Swedish) తెలుగు (Telugu) ภาษาไทย (Thai) Tagalog (Tagalog) Türkçe (Turkish) Українська (Ukrainian) Tiếng Việt (Vietnamese) 简体中文 (Chinese (Simplified)) 正體中文 (Chinese (Traditional)) Language Sign in to view more content Create your free account or sign in to continue your search Sign in Welcome back Email or phone Password Show Forgot password? 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https://ai.google.dev/api/palm?hl=he | PaLM (decommissioned) | Gemini API | Google AI for Developers דילוג לתוכן הראשי / English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 אחזור מפתח API ספר המתכונים קהילה היכנס Docs הפניית API Gemini API Docs הפניית API אחזור מפתח API ספר המתכונים קהילה סקירה כללית גרסאות API יכולות דגמים אנחנו יוצרים תוכן ממשק API פעיל Live Music API Interactions API קודים קבצים Batch API שומר כקובץ שמור הטמעות חיפוש קבצים חיפוש בחנויות קבצים מסמך כל השיטות הוצא משימוש PaLM (הוצא משימוש) הפניות ל-SDK Python Go TypeScript Java C# דף הבית Gemini API הפניית API שליחת משוב PaLM (decommissioned) שיטה: models.generateText נקודת קצה (endpoint) פרמטרים של נתיב גוף הבקשה ייצוג JSON גוף התשובה היקפי הרשאה יצירת תשובה מהמודל בהינתן הודעת קלט. נקודת קצה post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:generateText פרמטרים של נתיב model string חובה. השם של Model או TunedModel שבהם רוצים להשתמש כדי ליצור את ההשלמה. דוגמאות: models/text-bison-001 tunedModels/sentence-translator-u3b7m הפורמט הוא models/{model} . גוף הבקשה גוף הבקשה מכיל נתונים עם המבנה הבא: Fields prompt object ( TextPrompt ) חובה. טקסט הקלט החופשי שניתן למודל כפרומפט. בהינתן הנחיה, המודל ייצור תשובה מסוג TextCompletion שהוא חוזה כהשלמה של טקסט הקלט. safetySettings[] object ( SafetySetting ) אופציונלי. רשימה של מקרים ייחודיים של SafetySetting לחסימת תוכן לא בטוח. האכיפה תתבצע ב- GenerateTextRequest.prompt וב- GenerateTextResponse.candidates . לא יכולות להיות יותר מהגדרה אחת לכל סוג SafetyCategory . ה-API יחסום הנחיות ותשובות שלא יעמדו בסף שנקבע בהגדרות האלה. הרשימה הזו מבטלת את הגדרות ברירת המחדל של כל SafetyCategory שצוין ב-safetySettings. אם לא מופיע SafetySetting עבור SafetyCategory מסוים ברשימה, ממשק ה-API ישתמש בהגדרת הבטיחות שמוגדרת כברירת מחדל עבור הקטגוריה הזו. שירות הטקסט תומך בקטגוריות הפגיעה HARM_CATEGORY_DEROGATORY, HARM_CATEGORY_TOXICITY, HARM_CATEGORY_VIOLENCE, HARM_CATEGORY_SEXUAL, HARM_CATEGORY_MEDICAL, HARM_CATEGORY_DANGEROUS. stopSequences[] string קבוצת רצפי התווים (עד 5) שיגרמו להפסקת יצירת הפלט. אם מציינים רצף עצירה, ה-API יפסיק כשהוא ייתקל ברצף העצירה בפעם הראשונה. רצף העצירה לא ייכלל בתשובה. temperature number אופציונלי. המדיניות קובעת את מידת הרנדומיזציה של הפלט. הערה: ערך ברירת המחדל משתנה בהתאם למודל. אפשר לראות את מאפיין Model.temperature של Model שמוחזר על ידי הפונקציה getModel . הערכים יכולים לנוע בין [0.0,1.0], כולל. ערך שקרוב יותר ל-1.0 יניב תשובות מגוונות ויצירתיות יותר, ואילו ערך שקרוב יותר ל-0.0 בדרך כלל יניב תשובות פשוטות יותר מהמודל. candidateCount integer אופציונלי. מספר התשובות שנוצרו שיוחזרו. הערך צריך להיות בין 1 ל-8, כולל. אם לא מגדירים ערך, ברירת המחדל היא 1. maxOutputTokens integer אופציונלי. המספר המקסימלי של טוקנים שייכללו במועמד. אם לא מציינים ערך, ברירת המחדל היא outputTokenLimit שצוין במפרט Model . topP number אופציונלי. ההסתברות המצטברת המקסימלית של אסימונים שצריך לקחת בחשבון כשמבצעים דגימה. המודל משתמש בשילוב של דגימת Top-k ודגימת גרעין. האסימונים ממוינים לפי ההסתברויות שהוקצו להם, כך שרק האסימונים הסבירים ביותר נלקחים בחשבון. דגימת k המובילים מגבילה ישירות את המספר המקסימלי של טוקנים שצריך לקחת בחשבון, בעוד שדגימת הגרעין מגבילה את מספר הטוקנים על סמך ההסתברות המצטברת. הערה: ערך ברירת המחדל משתנה בהתאם למודל. אפשר לראות את מאפיין Model.top_p של Model שמוחזר על ידי הפונקציה getModel . topK integer אופציונלי. מספר האסימונים המקסימלי שצריך לקחת בחשבון כשמבצעים דגימה. המודל משתמש בשילוב של דגימת Top-k ודגימת גרעין. דגימת k המובילים מתבססת על קבוצת topK האסימונים הסבירים ביותר. ברירת המחדל היא 40. הערה: ערך ברירת המחדל משתנה בהתאם למודל. אפשר לראות את מאפיין Model.top_k של Model שמוחזר על ידי הפונקציה getModel . גוף התשובה אם הפעולה בוצעה ללא שגיאות, גוף התגובה יכיל מופע של GenerateTextResponse . שיטה: models.countTextTokens נקודת קצה (endpoint) פרמטרים של נתיב גוף הבקשה ייצוג JSON גוף התשובה ייצוג JSON היקפי הרשאה מפעילה את טוקנייזר של מודל על טקסט ומחזירה את מספר הטוקנים. נקודת קצה post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:countTextTokens פרמטרים של נתיב model string חובה. שם המשאב של המודל. המזהה הזה משמש את המודל. השם הזה צריך להיות זהה לשם של מודל שמוחזר על ידי השיטה models.list . פורמט: models/{model} הפורמט הוא models/{model} . גוף הבקשה גוף הבקשה מכיל נתונים עם המבנה הבא: Fields prompt object ( TextPrompt ) חובה. טקסט הקלט החופשי שניתן למודל כפרומפט. גוף התשובה תשובה מאת models.countTextTokens . הפונקציה מחזירה את tokenCount של המודל עבור prompt . אם הפעולה מצליחה, גוף התגובה מכיל נתונים במבנה הבא: שדות tokenCount integer מספר הטוקנים שאליהם הטוקן model מחלק את prompt . תמיד לא שלילי. ייצוג ב-JSON { "tokenCount" : integer } שיטה: models.generateMessage נקודת קצה (endpoint) פרמטרים של נתיב גוף הבקשה ייצוג JSON גוף התשובה ייצוג JSON היקפי הרשאה יצירת תגובה מהמודל בהינתן קלט MessagePrompt . נקודת קצה post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:generateMessage פרמטרים של נתיב model string חובה. שם המודל שבו רוצים להשתמש. פורמט: name=models/{model} הוא מקבל את הצורה models/{model} . גוף הבקשה גוף הבקשה מכיל נתונים עם המבנה הבא: Fields prompt object ( MessagePrompt ) חובה. קלט טקסטואלי מובנה שניתן למודל כפרומפט. בהינתן הנחיה, המודל יחזיר את מה שהוא חוזה שתהיה ההודעה הבאה בדיון. temperature number אופציונלי. המדיניות קובעת את מידת הרנדומיזציה של הפלט. הערכים יכולים לנוע בין [0.0,1.0] , כולל. ערך שקרוב יותר ל- 1.0 יפיק תשובות מגוונות יותר, ואילו ערך שקרוב יותר ל- 0.0 בדרך כלל יניב תשובות פחות מפתיעות מהמודל. candidateCount integer אופציונלי. מספר הודעות התשובה שנוצרו שיוחזרו. הערך צריך להיות בין [1, 8] , כולל. אם לא מגדירים את המדיניות הזו, ברירת המחדל היא 1 . topP number אופציונלי. ההסתברות המצטברת המקסימלית של אסימונים שצריך לקחת בחשבון כשמבצעים דגימה. המודל משתמש בשילוב של דגימת Top-k ודגימת גרעין. בשיטת הדגימה Nucleus נבחן הסט הקטן ביותר של טוקנים שסכום ההסתברות שלהם הוא לפחות topP . topK integer אופציונלי. מספר האסימונים המקסימלי שצריך לקחת בחשבון כשמבצעים דגימה. המודל משתמש בשילוב של דגימת Top-k ודגימת גרעין. דגימת k המובילים מתבססת על קבוצת topK האסימונים הסבירים ביותר. גוף התשובה התשובה מהמודל. המידע הזה כולל הודעות ממועמדים והיסטוריית שיחות בצורה של הודעות בסדר כרונולוגי. אם הפעולה מצליחה, גוף התגובה מכיל נתונים במבנה הבא: שדות candidates[] object ( Message ) הודעות עם תשובות אפשריות מהמודל. messages[] object ( Message ) היסטוריית השיחות שבה נעשה שימוש על ידי המודל. filters[] object ( ContentFilter ) קבוצה של מטא-נתונים לסינון תוכן של הטקסט בהנחיה ובתשובה. התגובה הזו מציינת אילו SafetyCategory חסמו את השילוב האפשרי למיקוד, מהו הערך הכי נמוך של HarmProbability שהפעיל חסימה ומהי הגדרת HarmThreshold של הקטגוריה הזו. ייצוג ב-JSON { "candidates" : [ { object ( Message ) } ] , "messages" : [ { object ( Message ) } ] , "filters" : [ { object ( ContentFilter ) } ] } שיטה: models.countMessageTokens נקודת קצה (endpoint) פרמטרים של נתיב גוף הבקשה ייצוג JSON גוף התשובה ייצוג JSON היקפי הרשאה מפעילה את טוקנייזר של מודל על מחרוזת ומחזירה את מספר הטוקנים. נקודת קצה post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:countMessageTokens פרמטרים של נתיב model string חובה. שם המשאב של המודל. המזהה הזה משמש את המודל. השם הזה צריך להיות זהה לשם של מודל שמוחזר על ידי השיטה models.list . פורמט: models/{model} הפורמט הוא models/{model} . גוף הבקשה גוף הבקשה מכיל נתונים עם המבנה הבא: Fields prompt object ( MessagePrompt ) חובה. ההנחיה שמספר הטוקנים שלה יוחזר. גוף התשובה תשובה מאת models.countMessageTokens . הפונקציה מחזירה את tokenCount של המודל עבור prompt . אם הפעולה מצליחה, גוף התגובה מכיל נתונים במבנה הבא: שדות tokenCount integer מספר הטוקנים שאליהם הטוקן model מחלק את prompt . תמיד לא שלילי. ייצוג ב-JSON { "tokenCount" : integer } שיטה: models.embedText נקודת קצה (endpoint) פרמטרים של נתיב גוף הבקשה ייצוג JSON גוף התשובה ייצוג JSON היקפי הרשאה יוצרת הטמעה מהמודל בהינתן הודעת קלט. נקודת קצה post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:embedText פרמטרים של נתיב model string חובה. שם המודל לשימוש בפורמט model=models/{model}. הוא מקבל את הצורה models/{model} . גוף הבקשה גוף הבקשה מכיל נתונים עם המבנה הבא: Fields text string אופציונלי. טקסט הקלט החופשי שהמודל יהפוך להטמעה. גוף התשובה התשובה ל-EmbedTextRequest. אם הפעולה מצליחה, גוף התגובה מכיל נתונים במבנה הבא: שדות embedding object ( Embedding ) פלט בלבד. ה-embedding שנוצר מטקסט הקלט. ייצוג ב-JSON { "embedding" : { object ( Embedding ) } } שיטה: models.batchEmbedText נקודת קצה (endpoint) פרמטרים של נתיב גוף הבקשה ייצוג JSON גוף התשובה ייצוג JSON היקפי הרשאה EmbedTextRequest ייצוג JSON יוצר הטמעות (embeddings) מרובות מהמודל בהינתן טקסט קלט בקריאה סינכרונית. נקודת קצה post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:batchEmbedText פרמטרים של נתיב model string חובה. השם של Model שבו משתמשים כדי ליצור את ההטמעה. דוגמאות: models/embedding-gecko-001 הפורמט הוא models/{model} . גוף הבקשה גוף הבקשה מכיל נתונים עם המבנה הבא: Fields texts[] string אופציונלי. טקסטים חופשיים שיוזנו כקלט והמודל יהפוך אותם להטמעה. המגבלה הנוכחית היא 100 הודעות טקסט, ואם תחרגו ממנה תוצג שגיאה. requests[] object ( EmbedTextRequest ) אופציונלי. הטמעת בקשות באצווה. אפשר להגדיר רק אחד מהמאפיינים texts או requests . גוף התשובה התשובה ל-EmbedTextRequest. אם הפעולה מצליחה, גוף התגובה מכיל נתונים במבנה הבא: שדות embeddings[] object ( Embedding ) פלט בלבד. הטמעות (embeddings) שנוצרו מטקסט הקלט. ייצוג ב-JSON { "embeddings" : [ { object ( Embedding ) } ] } EmbedTextRequest שליחת בקשה לקבלת הטמעה של טקסט מהמודל. שדות model string חובה. שם המודל לשימוש בפורמט model=models/{model}. text string אופציונלי. טקסט הקלט החופשי שהמודל יהפוך להטמעה. ייצוג ב-JSON { "model" : string , "text" : string } ContentFilter ייצוג JSON BlockedReason מטא-נתונים של סינון תוכן שמשויכים לעיבוד של בקשה יחידה. המאפיין ContentFilter מכיל סיבה ומחרוזת תומכת אופציונלית. יכול להיות שהסיבה לא צוינה. שדות reason enum ( BlockedReason ) הסיבה לחסימת התוכן במהלך עיבוד הבקשה. message string מחרוזת שמתארת את התנהגות הסינון בפירוט רב יותר. ייצוג ב-JSON { "reason" : enum ( BlockedReason ) , "message" : string } BlockedReason רשימת סיבות אפשריות לחסימת תוכן. טיפוסים בני מנייה (enum) BLOCKED_REASON_UNSPECIFIED לא צוינה סיבה לחסימה. SAFETY התוכן נחסם על ידי הגדרות הבטיחות. OTHER התוכן נחסם, אבל הסיבה לא סווגה. הטמעה ייצוג JSON רשימה של מספרים ממשיים שמייצגים את ההטמעה. שדות value[] number ערכי ההטמעה. ייצוג ב-JSON { "value" : [ number ] } הודעה ייצוג JSON יחידת הבסיס של טקסט מובנה. Message כולל author ו content של Message . התווית author משמשת לתיוג הודעות כשהן מוזנות למודל כטקסט. שדות author string אופציונלי. המחבר של ההודעה. התג הזה משמש כסימן לתוכן של ההודעה הזו כשהיא מוזנת למודל כטקסט. המחבר יכול להיות כל מחרוזת אלפאנומרית. content string חובה. תוכן הטקסט של הנתונים המובְנים Message . citationMetadata object ( CitationMetadata ) פלט בלבד. פרטי הציטוט של content שנוצר על ידי המודל ב Message הזה. אם Message נוצר כפלט מהמודל, יכול להיות שהשדה הזה יאוכלס בפרטי שיוך לכל טקסט שכלול ב- content . השדה הזה משמש רק בפלט. ייצוג ב-JSON { "author" : string , "content" : string , "citationMetadata" : { object ( CitationMetadata ) } } MessagePrompt ייצוג JSON דוגמה ייצוג JSON כל הטקסט המובנה שמועבר למודל כהנחיה. MessagePrompt מכיל קבוצה מובנית של שדות שמספקים הקשר לשיחה, דוגמאות לזוגות של הודעות קלט של משתמשים ופלט של המודל שמכינות את המודל להגיב בדרכים שונות, ואת היסטוריית השיחה או רשימת ההודעות שמייצגות את התורות המתחלפות של השיחה בין המשתמש למודל. שדות context string אופציונלי. טקסט שצריך לספק למודל קודם כדי להבטיח שהתשובה תהיה מבוססת על מידע מהימן. אם השדה הזה לא ריק, הערך context יינתן למודל לפני הערכים examples ו- messages . כשמשתמשים ב- context , חשוב לספק אותו בכל בקשה כדי לשמור על רצף. בשדה הזה אפשר לתת תיאור של ההנחיה למודל כדי לספק הקשר ולכוון את התשובות. דוגמאות: "Translate the phrase from English to French" (תרגם את הביטוי מאנגלית לצרפתית) או "Given a statement, classify the sentiment as happy, sad or neutral" (בהינתן הצהרה, סווג את הסנטימנט כחיובי, שלילי או ניטרלי). אם גודל הקלט הכולל חורג מ inputTokenLimit של המודל והבקשה לקלט נחתכת, כל מה שכלול בשדה הזה יקבל עדיפות על פני היסטוריית ההודעות. examples[] object ( Example ) אופציונלי. דוגמאות למה שהמודל צריך ליצור. ההנחיה כוללת את הקלט של המשתמש ואת התגובה שהמודל צריך לחקות. ההודעות האלה examples מטופלות באופן זהה להודעות בצ'אט, אלא שהן מקבלות עדיפות על פני ההיסטוריה ב- messages : אם הגודל הכולל של הקלט חורג מ- inputTokenLimit של המודל, הקלט ייחתך. הפריטים יוסרו מ- messages לפני examples . messages[] object ( Message ) חובה. תמונת מצב של היסטוריית השיחות האחרונות, ממוינת לפי סדר כרונולוגי. התור עובר לסירוגין בין שני מחברים. אם הגודל הכולל של הקלט חורג מ- inputTokenLimit של המודל, הקלט ייחתך: הפריטים הכי ישנים יוסרו מ- messages . ייצוג ב-JSON { "context" : string , "examples" : [ { object ( Example ) } ] , "messages" : [ { object ( Message ) } ] } דוגמה דוגמה לקלט/פלט שמשמשת להנחיית המודל. ההנחיה הזו מדגימה למודל איך להשיב או איך לעצב את התשובה. שדות input object ( Message ) חובה. דוגמה לקלט Message מהמשתמש. output object ( Message ) חובה. דוגמה לפלט שהמודל צריך להפיק בהינתן הקלט. ייצוג ב-JSON { "input" : { object ( Message ) } , "output" : { object ( Message ) } } GenerateTextResponse ייצוג JSON TextCompletion ייצוג JSON SafetyFeedback ייצוג JSON התשובה מהמודל, כולל השלמות אפשריות. שדות candidates[] object ( TextCompletion ) תשובות אפשריות מהמודל. filters[] object ( ContentFilter ) קבוצה של מטא-נתונים לסינון תוכן של הטקסט בהנחיה ובתשובה. התגובה הזו מציינת אילו SafetyCategory חסמו את השילוב האפשרי למיקוד, מהו הערך הכי נמוך של HarmProbability שהפעיל חסימה ומהי הגדרת HarmThreshold של הקטגוריה הזו. הערך הזה מציין את השינוי הקטן ביותר ב- SafetySettings שנדרש כדי לבטל את החסימה של תגובה אחת לפחות. החסימה מוגדרת על ידי SafetySettings בבקשה (או על ידי SafetySettings שמוגדר כברירת מחדל ב-API). safetyFeedback[] object ( SafetyFeedback ) מחזירה משוב על בטיחות שקשור לסינון תוכן. ייצוג ב-JSON { "candidates" : [ { object ( TextCompletion ) } ] , "filters" : [ { object ( ContentFilter ) } ] , "safetyFeedback" : [ { object ( SafetyFeedback ) } ] } TextCompletion טקסט הפלט שמוחזר ממודל. שדות output string פלט בלבד. הטקסט שנוצר ומוחזר מהמודל. safetyRatings[] object ( SafetyRating ) דירוגים של בטיחות התשובה. לכל קטגוריה יש סיווג אחד לכל היותר. citationMetadata object ( CitationMetadata ) פלט בלבד. פרטי הציטוט של output שנוצר על ידי המודל ב TextCompletion הזה. יכול להיות שהשדה הזה יאוכלס בפרטי שיוך לכל טקסט שכלול ב- output . ייצוג ב-JSON { "output" : string , "safetyRatings" : [ { object ( SafetyRating ) } ] , "citationMetadata" : { object ( CitationMetadata ) } } SafetyFeedback משוב על בטיחות לגבי בקשה שלמה. השדה הזה מאוכלס אם התוכן בקלט או בתגובה נחסם בגלל הגדרות בטיחות. יכול להיות שלא יהיה SafetyFeedback לכל HarmCategory. כל SafetyFeedback יחזיר את הגדרות הבטיחות שבהן נעשה שימוש בבקשה, וגם את ההסתברות הכי נמוכה לפגיעה שצריך לאפשר כדי להחזיר תוצאה. שדות rating object ( SafetyRating ) דירוג הבטיחות נקבע לפי התוכן. setting object ( SafetySetting ) הגדרות הבטיחות שחלות על הבקשה. ייצוג ב-JSON { "rating" : { object ( SafetyRating ) } , "setting" : { object ( SafetySetting ) } } TextPrompt ייצוג JSON טקסט שמועבר למודל כהנחיה. המודל ישתמש ב-TextPrompt הזה כדי ליצור השלמה של טקסט. שדות text string חובה. הטקסט של ההנחיה. ייצוג ב-JSON { "text" : string } שליחת משוב אלא אם צוין אחרת, התוכן של דף זה הוא ברישיון Creative Commons Attribution 4.0 ודוגמאות הקוד הן ברישיון Apache 2.0 . לפרטים, ניתן לעיין ב מדיניות האתר Google Developers . Java הוא סימן מסחרי רשום של חברת Oracle ו/או של השותפים העצמאיים שלה. עדכון אחרון: 2025-07-24 (שעון UTC). רוצה לתת לנו משוב? [[["התוכן קל להבנה","easyToUnderstand","thumb-up"],["התוכן עזר לי לפתור בעיה","solvedMyProblem","thumb-up"],["סיבה אחרת","otherUp","thumb-up"]],[["חסרים לי מידע או פרטים","missingTheInformationINeed","thumb-down"],["התוכן מורכב מדי או עם יותר מדי שלבים","tooComplicatedTooManySteps","thumb-down"],["התוכן לא עדכני","outOfDate","thumb-down"],["בעיה בתרגום","translationIssue","thumb-down"],["בעיה בדוגמאות/בקוד","samplesCodeIssue","thumb-down"],["סיבה אחרת","otherDown","thumb-down"]],["עדכון אחרון: 2025-07-24 (שעון UTC)."],[],[]] תנאים פרטיות Manage cookies English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 | 2026-01-13T09:29:52 |
https://wiki.creativecommons.org/wiki/Frequently_Asked_Questions#does-a-creative-commons-license-give-me-all-the-rights-i-need-to-use-the-work | Frequently Asked Questions - Creative Commons Skip to content Creative Commons Menu Who We Are What We Do Licenses and Tools Blog Support Us Search Donate Explore CC Global Network Join a global community working to strengthen the Commons Certificate Become an expert in creating and engaging with openly licensed materials Global Summit Attend our annual event, promoting the power of open licensing Chooser Get help choosing the appropriate license for your work Search Portal Find engines to search openly licensed material for creative and educational reuse Open Source Help us build products that maximize creativity and innovation Frequently Asked Questions English | Français 2025-05-12 19:36:36 UTC About CC What is Creative Commons and what do you do? Is Creative Commons against copyright? What does “Some Rights Reserved” mean? Can Creative Commons give legal advice about its licenses or other tools, or help with CC license enforcement? Does Creative Commons collect or track material licensed under a CC license? What do the Creative Commons buttons do? May I use the Creative Commons logo and buttons? I love Creative Commons. How can I help? Why does Creative Commons run an annual fundraising campaign? What is the money used for and where does it go? General License Information What are Creative Commons licenses? How do CC licenses operate? Which is the latest version of the licenses offered by Creative Commons? Do Creative Commons licenses affect exceptions and limitations to copyright, such as fair dealing and fair use? Who gives permission to use material offered under Creative Commons licenses? Are Creative Commons licenses enforceable in a court of law? What happens if someone applies a Creative Commons license to my work without my knowledge or authorization? What are the international (“unported”) Creative Commons licenses, and why does CC offer “ported” licenses? Can I include a work licensed with CC BY in a Wikipedia article even though they use a CC BY-SA license? Can governments and intergovernmental organizations (“IGOs”) use CC licenses? Can children apply Creative Commons licenses to work they create? What are the official translations of the CC licenses and CC0? What is a BY-SA Compatible License? For Licensors Choosing a license What things should I think about before I apply a Creative Commons license? How should I decide which license to choose? Why should I use the latest version of the Creative Commons licenses? What if CC licenses have not been ported to my jurisdiction? Should I choose an international license or a ported license? Why should I use the license chooser? What if I don’t? How do I apply a Creative Commons license to my material? Do I need to register with Creative Commons before I obtain a license? What do the terms and conditions of a CC license apply to? Can I apply a Creative Commons license to software? Can I apply a Creative Commons license to databases? Could I use a CC license to share my logo or trademark? May I apply a Creative Commons license to a work in the public domain? If I take a photograph of another work that is in the public domain, can I apply a CC license to my photo? May I apply a CC license to my work if it incorporates material used under fair use or another exception or limitation to copyright? Rights other than copyright Can I use CC licenses to license rights other than copyright? How do Creative Commons licenses affect my moral rights, if at all? Can I offer material under a CC license that has my trademark on it without also licensing or affecting rights in the trademark? How are publicity, privacy, and personality rights affected when I apply a CC license? What is the difference between plagiarism and copyright infringement? And what role do CC licenses play to address plagiarism? Business models Can I apply a CC license to low-resolution copies of a licensed work and reserve more rights in high-resolution copies? Can I use a Creative Commons license if I am a member of a collecting society? Can I still make money from a work I make available under a Creative Commons license? Alterations and additions to the license Can I insist on the exact placement of the attribution credit? Can I change the license terms or conditions? Can I waive license terms or conditions? Can I enter into separate or supplemental agreements with users of my work? After licensing What happens if I offer my material under a Creative Commons license and someone misuses them? What can I do if I offer my material under a Creative Commons license and I do not like the way someone uses it? Do I have to provide my name? Can I ask that my name be removed? What do I do if someone tries to place effective technological measures (such as DRM) on my CC-licensed material? When I release my work under a CC license in one format (e.g., .pdf), can I restrict licensees from changing it to or using it in other formats? What if I change my mind about using a CC license? For Licensees Before using CC-licensed material What should I think about before using material offered under a Creative Commons license? Does a Creative Commons license give me all the rights I need to use the work? What if there are sui generis database rights that apply to my use of a CC-licensed database? Where can I find material offered under a CC license? Are Creative Commons works really free to use? What should I know about differences between the international licenses and the ported licenses? General license compliance What happens if I want to use the material in a way that is not permitted by the license? Do I always have to comply with the license terms? If not, what are the exceptions? Attribution How do I properly attribute material offered under a Creative Commons license? Do I need to be aware of anything else when providing attribution? Do I always have to attribute the creator of the licensed material? Using licensed material Does my use violate the NonCommercial clause of the licenses? Can I take a CC-licensed work and use it in a different format? How do I know if a low-resolution photo and a high-resolution photo are the same work? Can I reuse an excerpt of a larger work that is licensed with the NoDerivs restriction? Can I use effective technological measures (such as DRM) when I share CC-licensed material? Can I share CC-licensed material on password-protected sites? Can I share CC-licensed material on file-sharing networks? Do I need to worry about website terms of service when I share CC-licensed content on social media platforms? Additional restrictions on licensed material What if I received CC-licensed material encumbered with effective technological measures (such as DRM)? What if I have received CC-licensed material with additional restrictions? Combining and adapting CC material When is my use considered an adaptation? Can I combine material under different Creative Commons licenses in my work? If I derive or adapt material offered under a Creative Commons license, which CC license(s) can I use? If I create a collection that includes a work offered under a CC license, which license(s) may I choose for the collection? License termination When do Creative Commons licenses expire? What happens if the author decides to revoke the CC license to material I am using? How can I lose my rights under a Creative Commons license? If that happens, how do I get them back? Technical Questions How do Creative Commons licenses and public domain tools work technically? What does it mean that Creative Commons licenses are “machine-readable”? What is RDFa? What is CC REL and why does Creative Commons recommend it? What does it mean for a search engine to be CC-enabled? How do I give users of my site the option to use CC licensing like Flickr does? How can I change or remove the Creative Commons search option built into the Firefox browser? Is Creative Commons involved in digital rights management (DRM)? Legal Background What is copyright and why does it matter? What is the public domain? What do I need to do to get a copyright? What is an adaptation? What are moral rights? What are neighboring rights? What are sui generis database rights? What are collecting societies? What are publicity, personality, and privacy rights? Data Frequently asked questions about data and CC licenses Can databases be released under CC licenses? When a CC license is applied to a database, what is being licensed? How do I apply a CC legal tool to a database? How do the different CC license elements operate for a CC-licensed database? Can I conduct text/data mining on a CC-licensed database? How does the treatment of sui generis database rights vary in prior versions of CC licenses? What is the difference between the Open Data Commons licenses and the CC 4.0 licenses? Frequently asked questions about data, generally Which components of databases are protected by copyright? How do I know whether a particular use of a database is restricted by copyright? If my use of a database is restricted by copyright, how do I comply with the license? Which components of a database are protected by sui generis database rights? How do I know whether a particular use of a database is restricted by sui generis database rights? What constitutes a “substantial portion” of a database? If my use of a database is restricted by sui generis database rights, how do I comply with the license? Artificial intelligence and CC licenses What are the limits on how CC-licensed works can be used in the development of new technologies, such as training of artificial intelligence software? But what about privacy laws, rules governing ethical research, and data protection laws? What attribution obligations exist when CC-licensed images are included in a published dataset? Is linking to the original image or URI required, and if so, is it adequate? If a for-profit company uses CC-licensed content under a Non Commercial license and releases the work under terms that allow only research purposes, is the NC restriction violated? If CC SA-licensed content is included in a database, does the entire database have to be licensed under an SA license? What, if any, remedies, do users have if they dislike how their photos or images have been reused? Notes These FAQs are designed to provide a better understanding of Creative Commons, our licenses, and our other legal and technical tools. They provide basic information, sometimes about fairly complex topics, and will often link to more detailed information. Other CC FAQs: CC0 Public Domain Dedication and Public Domain Mark . “Licensor”, “rights holder”, “owner”, and “creator” may be used interchangeably to refer to the person or entity applying a CC license. Information about the licenses is primarily made with reference to the 4.0 suite, but earlier license versions are mentioned where they differ. Have a question that isn’t answered here? Contact info@creativecommons.org. Creative Commons does not provide legal advice. This FAQ is for informational purposes and is not a substitute for legal advice. It may not cover important issues that affect you. You should consult with your own lawyer if you have questions. About CC What is Creative Commons and what do you do? Creative Commons is a global nonprofit organization that enables sharing and reuse of creativity and knowledge through the provision of free legal tools. Our legal tools help those who want to encourage reuse of their works by offering them for use under generous, standardized terms; those who want to make creative uses of works; and those who want to benefit from this symbiosis. Our vision is to help others realize the full potential of the internet. CC has affiliates all over the world who help ensure our licenses work internationally and who raise awareness of our work. Although Creative Commons is best known for its licenses, our work extends beyond just providing copyright licenses. CC offers other legal and technical tools that also facilitate sharing and discovery of creative works, such as CC0 , a public domain dedication for rights holders who wish to put their work into the public domain before the expiration of copyright, and the Public Domain Mark , a tool for marking a work that is in the worldwide public domain. Creative Commons licenses and tools were designed specifically to work with the web, which makes content that is offered under their terms easy to search for, discover, and use. For more information about CC, our main website contains in-depth information about the organization , its staff and board of directors , its history , and its supporters . You can also read CC case studies to learn about some of the inspiring ways CC licenses and tools have been used to share works and support innovative business models. You can find regularly updated information about CC by visiting the blog . Is Creative Commons against copyright? Absolutely not. CC has responded to claims to the contrary . CC licenses are copyright licenses, and depend on the existence of copyright to work. CC licenses are legal tools that creators and other rights holders can use to offer certain usage rights to the public, while reserving other rights. Those who want to make their work available to the public for limited kinds of uses while preserving their copyright may want to consider using CC licenses. Others who want to reserve all of their rights under copyright law should not use CC licenses. That said, Creative Commons recognizes the need for change in copyright law, and many members of the Creative Commons community are active participants in the copyright reform movement. For more information, see our statement in support of copyright reform . What does “Some Rights Reserved” mean? Copyright grants to creators a bundle of exclusive rights over their creative works, which generally include, at a minimum, the right to reproduce, distribute, display, and make adaptations. The phrase “All Rights Reserved” is often used by owners to indicate that they reserve all of the rights granted to them under the law. When copyright expires, the work enters the public domain , and the rights holder can no longer stop others from engaging in those activities under copyright, with the exception of moral rights reserved to creators in some jurisdictions. Creative Commons licenses offer creators a spectrum of choices between retaining all rights and relinquishing all rights (public domain), an approach we call “Some Rights Reserved.” Can Creative Commons give legal advice about its licenses or other tools, or help with CC license enforcement? No. Creative Commons is not a law firm and does not provide legal advice or legal services. CC is similar to a self-help service that offers free, form-based legal documents for others to use. These FAQ answers many of the most common questions. There is also specialized information available on the following pages: Marking practices for creators Marking practices for reusers Data FAQ Differences between CC license versions Differences between jurisdiction ports of earlier license versions Public domain mark FAQ CC0 FAQ While CC does provide this informational guidance about its licenses and other tools, this information may not apply to your particular situation, and should never be taken as legal advice. If you’re looking for legal advice about using CC licenses and other tools, we recommend contacting the Creative Commons affiliate in your jurisdiction . CC affiliates are highly connected to the communities of copyright lawyers in their countries. We also offer a list of lawyers and organizations who have identified themselves as willing to provide information to others about CC licensing issues. However, please note that CC does not provide referral services, and does not endorse or recommend any person on that list. 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Our tools are free, and our reach is wide. In order to… continue developing our licenses and public domain tools to make sure they are legally and technically up-to-date around the world, help creators implement these tools on websites through best practices and individual assistance, enable CC licensing on major content-sharing platforms, enhance CC-licensed resource search and discovery, advocate for CC licensing and open policies in education , science , and culture , and myriad other activities we’re forgetting to mention, such as all the everyday boring but essential operations that go into running an organization …we need $ to make it all happen! For more information, please take a look at our Annual Report . Creative Commons has always relied on the generosity of both individuals and organizations to fund its ongoing operations. It is essential we have the public’s support because it is the creators and users of CC material who make our tools relevant in this digital age. They depend on the tools and services CC provides through their reuse and remix of the rich, open resources available on Wikipedia , Flickr , SoundCloud , Vimeo , Europeana , MIT OpenCourseWare , PLOS , Al Jazeera , and YouTube —just to name a few. Many of these people donate $10, $25, or $50 to CC, to help keep it up and running so we can continue to provide our tools and services for free, as a nonprofit organization. The more people who donate to CC, the more independent it will remain. General License Information What are Creative Commons licenses? Creative Commons licenses provide an easy way to manage the copyright terms that attach automatically to all creative material under copyright . Our licenses allow that material to be shared and reused under terms that are flexible and legally sound. Creative Commons offers a core suite of six copyright licenses. Because there is no single “Creative Commons license,” it is important to identify which of the six licenses you are applying to your material, which of the six licenses has been applied to material that you intend to use, and in both cases the specific version. All of our licenses require that users provide attribution (BY) to the creator when the material is used and shared. Some licensors choose the BY license, which requires attribution to the creator as the only condition to reuse of the material. The other five licenses combine BY with one or more of three additional license elements: NonCommercial (NC), which prohibits commercial use of the material; NoDerivatives (ND), which prohibits the sharing of adaptations of the material; and ShareAlike (SA), which requires adaptations of the material be released under the same license. CC licenses may be applied to any type of work, including educational resources , music , photographs , databases , government and public sector information , and many other types of material . The only categories of works for which CC does not recommend its licenses are computer software and hardware. You should also not apply Creative Commons licenses to works that are no longer protected by copyright or are otherwise in the public domain . Instead, for those works in the worldwide public domain, we recommend that you mark them with the Public Domain Mark . How do CC licenses operate? CC licenses are operative only when applied to material in which a copyright exists, and even then only when a particular use would otherwise not be permitted by copyright. Note that the latest version of CC licenses also applies to rights similar to copyright, such as neighboring rights and sui generis database rights . Learn more about the scope of the licenses. This means that CC license terms and conditions are not triggered by uses permitted under any applicable exceptions and limitations to copyright , nor do license terms and conditions apply to elements of a licensed work that are in the public domain. This also means that CC licenses do not contractually impose restrictions on uses of a work where there is no underlying copyright. This feature (and others) distinguish CC licenses from some other open licenses like the ODbL and ODC-BY , both of which are intended to impose contractual conditions and restrictions on the reuse of databases in jurisdictions where there is no underlying copyright or sui generis database right. All CC licenses are non-exclusive: creators and owners can enter into additional, different licensing arrangements for the same material at any time (often referred to as “dual-licensing” or “multi-licensing”). However, CC licenses are not revocable once granted unless there has been a breach, and even then the license is terminated only for the breaching licensee. Please note that CC0 is not a license; it is a public domain dedication. When CC0 is applied to a work, copyright no longer applies to the work in most jurisdictions around the world. Therefore, references to dual licensing arrangements like the one above are inapplicable to CC0. There are also videos and comics that offer visual descriptions of how CC licenses work. Which is the latest version of the licenses offered by Creative Commons? In November 2013, Creative Commons published the version 4.0 license suite. These licenses are the most up-to-date licenses offered by CC, and are recommended over all prior versions. You can see how the licenses have been improved over time on the license versions page . 4.0 has been drafted to be internationally valid, and will have official translations becoming available after publication. Do Creative Commons licenses affect exceptions and limitations to copyright, such as fair dealing and fair use? No. By design, CC licenses do not reduce, limit, or restrict any rights under exceptions and limitations to copyright, such as fair use or fair dealing . If your use of CC-licensed material would otherwise be allowed because of an applicable exception or limitation, you do not need to rely on the CC license or comply with its terms and conditions. This is a fundamental principle of CC licensing. Who gives permission to use material offered under Creative Commons licenses? Our licenses and legal tools are intended for use by anyone who holds copyright in the material. This is often, but not always, the creator. Creative Commons offers licenses and tools to the public free of charge and does not require that creators or other rights holders register with CC in order to apply a CC license to a work. This means that CC does not have special knowledge of who uses the licenses and for what purposes, nor does CC have a way to contact creators beyond means generally available to the public. CC has no authority to grant permission on behalf of those persons, nor does CC manage those rights on behalf of others. If you would like to obtain additional permissions to use the work beyond those granted by the license that has been applied, or if you’re not sure if your intended use is permitted by the license, you should contact the rights holder . Are Creative Commons licenses enforceable in a court of law? Creative Commons licenses are drafted to be enforceable around the world, and have been enforced in court in various jurisdictions. To CC’s knowledge, the licenses have never been held unenforceable or invalid. CC licenses contain a “severability” clause. This allows a court to eliminate any provision determined to be unenforceable, and enforce the remaining provisions of the license. What happens if someone applies a Creative Commons license to my work without my knowledge or authorization? CC alerts prospective licensors they need to have all necessary rights before applying a CC license to a work. If that is not the case and someone has marked your work with a CC license without your authorization, you should contact that person and tell them to remove the license from your work. You may also wish to contact a lawyer. Creative Commons is not a law firm and cannot represent you or give you legal advice, but there are lawyers who have identified themselves as interested in representing people in CC-related matters . What are the international (“unported”) Creative Commons licenses, and why does CC offer “ported” licenses? One of CC’s goals is ensuring that all of its legal tools work globally, so that anyone anywhere in the world can share their work on globally standard terms. To this end, CC offers a core suite of six international copyright licenses (formerly called the “unported”) that are drafted based largely on various international treaties governing copyright , taking into account as many jurisdiction-specific legal issues as possible. The latest version (4.0) has been drafted with particular attention to the needs of international enforceability. For version 3.0 and earlier, Creative Commons has also offered ported versions of its six core licenses for many jurisdictions (which usually correspond to countries, but not always). These ported licenses are based on the international license suite but have been modified to reflect local nuances in the expression of legal terms and conditions, drafting protocols, and language. The ported licenses and the international licenses are all intended to be legally effective everywhere. CC expects that few, if any, ports will be necessary for 4.0. CC recommends that you take advantage of the improvements in the 4.0 suite explained on the license versions page unless there are particular considerations you are aware of that would require a ported license. Can I include a work licensed with CC BY in a Wikipedia article even though they use a CC BY-SA license? Yes. Works licensed under CC BY may be incorporated into works that are licensed under CC BY-SA. For example, you may incorporate a CC BY photograph into a Wikipedia article so long as you keep all copyright notices intact, provide proper attribution, and otherwise comply with the terms of CC BY. Learn more about the licenses. Can governments and intergovernmental organizations (“IGOs”) use CC licenses? Yes, anyone may use CC licenses for material they own, including governments and IGOs, and these institutions frequently use CC licenses on their copyrightable material . The reasons for doing so vary, and often include a desire to maximize the impact and utility of works for educational and informational purposes, and to enhance transparency. Creative Commons licenses have desirable features that make them the preferred choice over custom licenses. CC licenses are standard and interoperable, which means material published by different creators using the same type of CC license can be translated, modified, compiled, and remixed without legal barriers depending on the particular license applied . Creative Commons licenses are also machine-readable, allowing CC-licensed works to be easily discovered via search engines such as Google. These features maximize distribution, reuse, and impact of works published by governments and IGOs. Though we encourage anyone to use version 4.0, which is internationally valid and may be used by individuals as well as organizations, there is an IGO ported version of 3.0 that IGOs may also use. Read more about how governments and IGOs use and leverage CC licenses and legal tools, considerations for using our licenses, and how they operate in the IGO context. Can children apply Creative Commons licenses to work they create? This issue depends largely on the laws in place where the child lives. In the United States, children can be copyright holders and are entitled to license their works in the same manner as adults. However, they may have the right to disaffirm certain types of legal agreements, including licenses. In many parts of the United States, for example, children have the ability to disaffirm some types of agreements under certain circumstances once they reach the age where they are considered adults within the relevant jurisdiction. We are unaware of any attempt by a licensor to exercise the disaffirmation right with respect to a CC license applied to a work. What are the official translations of the CC licenses and CC0? Official language translations will be available for the 4.0 licenses and CC0. When you license your own work, you may use or link to the text of any available official translation. When you reuse CC-licensed material, you may comply with the license conditions by referring to any available official translation of the license. These translations are linguistic translations of the English version which adhere as closely as possible to the original text. These translations have been done by our affiliates in accordance with the Legal Code Translation Policy and with the oversight and detailed review of the CC legal team. Note that these are equivalents of the original English; these translations are not jurisdiction ported versions . You may find a list of all available translations here . For versions 3.0 and earlier, official translations are not available. Some unofficial translations were made for informational purposes only. (Jurisdiction ported versions of version 3.0 and earlier were generally published in the official language(s) of the appropriate jurisdiction. However, the ported licenses are not equivalent to the international licenses, and do not serve as substitutable references for purposes of complying with the terms and conditions of the licenses.) What is a BY-SA Compatible License? A BY-SA Compatible License is a license officially designated by Creative Commons pursuant to the ShareAlike compatibility process . Once deemed a BY-SA Compatible License, you may use the license to publish your contributions to an adaptation of a BY-SA work. To see the list of BY-SA Compatible Licenses, click here . Learn more about ShareAlike compatibility here . For Licensors Choosing a license What things should I think about before I apply a Creative Commons license? Applying a Creative Commons license to your material is a serious decision. When you apply a CC license, you give permission to anyone to use your material for the full duration of applicable copyright and similar rights. CC has identified some things that you should consider before you apply a CC license, some of which relate to your ability to apply a CC license at all. Here are some highlights: Is the material copyrightable? If not, is it subject to neighboring rights or sui generis database rights ? CC licenses do not apply to material in the public domain . Different countries have different standards for what is in the public domain. Do you own the material you want to license? If not, are you otherwise authorized to license it under the specific CC license you are interested in using? You should not apply a license to material that you do not own or that you are not authorized to license. Are you aware that CC licenses are not revocable ? You are free to stop offering material under a CC license at any time, but this will not affect the rights associated with any copies of your work already in circulation. (Any particular licensee may lose his or her rights after violating the license, but this does not affect continual use of the work by other licensees.) Are you a member of a collecting society ? If you are, you should make sure that you are able to use CC licenses for your materials . Always read the terms and conditions of the specific license you plan to apply. Additionally, there are several terms that may differ in the earlier versions of the license , both unported and ported. If you choose to use a pre-4.0 version or any ported version , clauses such as choice of law may affect your desired choice of license. How should I decide which license to choose? If you are unsure which license best suits your needs, there are plenty of resources to help rights holders choose the right CC license. CC Australia has developed a flow chart that may be useful in helping you settle on the right license for your work. You can also read case studies of others who are using CC licenses. The CC community can also respond to questions, and may have already addressed issues you raise. The CC community email discussion lists and discussion archives may be useful resources. Finally, you may also want to consult with a lawyer to obtain advice on the best license for your needs. Why should I use the latest version of the Creative Commons licenses? The latest version of the Creative Commons licenses is version 4.0. You should always use the latest version of the Creative Commons licenses in order to take advantage of the many improvements described on the license versions page . In particular, 4.0 is meant to be better suited to international use, and use in many different contexts, including sharing data . What if CC licenses have not been ported to my jurisdiction? All CC licenses are intended to work worldwide. Unless you have a specific reason to use a ported license , we suggest you consider using one of the international licenses. 4.0 will support official translations of the international license for those who wish to use the licenses in another language. As of version 4.0, CC is discouraging ported versions, and has placed a hold on new porting projects following its publication until sometime in 2014. At that point, CC will reevaluate the necessity of porting in the future. Should I choose an international license or a ported license? We recommend that you use a version 4.0 international license. This is the most up-to-date version of our licenses, drafted after broad consultation with our global network of affiliates, and it has been written to be internationally valid. There are currently no ports of 4.0, and it is planned that few, if any, will be created. All of the ported licenses are at version 3.0 or earlier, which means licensors using those licenses do not have the benefit of the improvements made in the 4.0 license suite . But even before considering the improvements in 4.0, there are several reasons why the international licenses may be preferable for rights holders, even if the licenses have been ported to their jurisdiction. As an organization, CC itself licenses all of its own content under an international license because, among other reasons, the international licenses are essentially jurisdiction-neutral while remaining effective globally. The neutral nature of the international licenses appeals to many people and organizations, particularly for use in connection with global projects that transcend political borders. Finally, it is important to know that some of the ported licenses contain a choice of law provision, which may be undesirable for your needs. However, some rights holders still choose a license ported to their local jurisdiction because they believe their needs are not sufficiently met by the international licenses. If the licenses have been ported to your jurisdiction and you feel that the ported licenses better account for some aspect of local legislation, then you may wish to consider a ported license. You can use our jurisdiction database to compare international licenses and ports on these issues and others, such as whether a ported license contains a choice of law or forum selection clause. Why should I use the license chooser? What if I don’t? Licensors are not required to use the CC license chooser or provide any information about themselves or their material when applying a CC license to their material. However, using the license chooser enables licensors to take advantage of the “machine readable” layer of CC licenses. Our machine-readable code enhances the discoverability of your work because that code allows software, search engines, and other tools to recognize when something is licensed under a CC license. The code also facilitates attribution: when users click on the CC button placed on your site, they will be linked directly to HTML code that they can cut and paste to provide attribution. How do I apply a Creative Commons license to my material? For online material : Select the license that is appropriate for your material from the CC license chooser and then follow the instructions to include the HTML code. The code will automatically generate a license button and a statement that your material is licensed under a CC license. If you are only licensing part of a work (for example, if you have created a video under a CC license but are using a song under a different license), be sure to clearly mark which parts are under the CC license and which parts are not. The HTML code will also include metadata, which allows the material to be discovered via Creative Commons-enabled search engines . For offline material : Identify which license you wish to apply to your work and either (a) mark your work with a statement such as, “This work is licensed under the Creative Commons [insert description] License. To view a copy of the license, visit [insert url]”; or (b) insert the applicable license buttons with the same statement and URL link. For third-party platforms : Many media platforms like Flickr , YouTube , and SoundCloud have built-in Creative Commons capabilities, letting users mark their material with a CC license through their account settings. The benefit of using this functionality is that it allows other people to find your content when searching on those platforms for CC-licensed material . If the platform where you’re uploading your content does not support CC licensing, you can still identify your content as CC-licensed in the text description of your content. Legally, these three options are the same. The only difference between applying a CC license offline rather than online is that marking a work online with metadata will ensure that users will be able to find it through CC-enabled search engines. CC offers resources on the best practices for marking your material and on how to mark material in different media (.pdf) . Do I need to register with Creative Commons before I obtain a license? No. CC offers its licenses, code, and tools to the public free of charge, without obligation. You do not need to register with Creative Commons to apply a CC license to your material; it is legally valid as soon as you apply it to any material you have the legal right to license. CC does not require or provide any means for creators or other rights holders to register use of a CC license, nor does CC maintain a database of works distributed under Creative Commons licenses. CC also does not require registration of the work with a national copyright agency. What do the terms and conditions of a CC license apply to? Although CC licenses get attached to tangible works (such as photos and novels), the license terms and conditions apply to the licensor’s copyright in the licensed material. The public is granted “permission to exercise” those rights in any medium or format . It is the expression that is protected by copyright and covered by the licenses, not any particular medium or format in which the expression is manifested. This means, for example, that a CC license applied to a digitized copy of a novel grants the public permission under copyright to use a print version of the same novel on the same terms and conditions (though you may have to purchase the print version from a bookstore). Can I apply a Creative Commons license to software? We recommend against using Creative Commons licenses for software. Instead, we strongly encourage you to use one of the very good software licenses which are already available. We recommend considering licenses listed as free by the Free Software Foundation and listed as “open source” by the Open Source Initiative . Unlike software-specific licenses, CC licenses do not contain specific terms about the distribution of source code, which is often important to ensuring the free reuse and modifiability of software. Many software licenses also address patent rights, which are important to software but may not be applicable to other copyrightable works. Additionally, our licenses are currently not compatible with the major software licenses, so it would be difficult to integrate CC-licensed work with other free software. Existing software licenses were designed specifically for use with software and offer a similar set of rights to the Creative Commons licenses. Version 4.0 of CC’s Attribution-ShareAlike (BY-SA) license is one-way compatible with the GNU General Public License version 3.0 (GPLv3). This compatibility mechanism is designed for situations in which content is integrated into software code in a way that makes it difficult or impossible to distinguish the two. There are special considerations required before using this compatibility mechanism. Read more about it here . Also, the CC0 Public Domain Dedication is GPL-compatible and acceptable for software. For details, see the relevant CC0 FAQ entry . While we recommend against using a CC license on software itself, CC licenses may be used for software documentation, as well as for separate artistic elements such as game art or music. Can I apply a Creative Commons license to databases? Yes. CC licenses can be used on databases . In the 4.0 license suite, applicable sui generis database rights are licensed under the same license conditions as copyright. Many governments and others use CC licenses for data and databases. For more detailed information about how CC licenses apply to data and databases, visit our detailed Data FAQ . Could I use a CC license to share my logo or trademark? Creative Commons does not recommend using a CC license on a logo or trademark. While a logo or trademark can be covered by copyright laws in addition to trademark laws, the special purposes of trademarks make CC licenses an unsuitable mechanism for sharing them in most cases. Generally, logos and trademarks are used to identify the origin of a product or service, or to indicate that it meets a specific standard or quality. Allowing anyone to reuse or modify your logo or trademark as a matter of copyright could result in your inability to limit use of your logo or trademark selectively to accomplish those purposes. Applying a CC license to your trademarks and logos could even result in a loss of your trademark rights altogether. See below for more about how to license material that includes a trademark or logo. There are other ways to share your logos and trademarks widely while preserving your trademark rights. Establishing a trademark policy that grants permissions in advance for limited uses is one common alternative. Mozilla , Wikimedia , and Creative Commons have each published policies that accomplish the dual objectives of encouraging reuse and preserving trademark rights. May I apply a Creative Commons license to a work in the public domain? CC licenses should not be applied to works in the worldwide public domain . All CC licenses are clear that they do not have the effect of placing restrictions on material that would otherwise be unrestricted, and you cannot remove a work from the public domain by applying a CC license to it. If you want to dedicate your own work to the public domain before the expiration of applicable copyright or similar rights, use CC’s legally robust public domain dedication . If a work is already in the worldwide public domain, you should mark it with CC’s Public Domain Mark . Note that, in some cases, a work may be in the public domain under the copyright laws of some jurisdictions but not others. For example, U.S. government works are in the public domain under the copyright law of the United States, but may be protected by copyright laws in other jurisdictions. A CC license applied to such a work would be effective (and the license restrictions enforceable) in jurisdictions where copyright protection exists, but would not be operative if U.S. copyright law is determined to be the applicable law. Creators may also apply Creative Commons licenses to material they create that are adapted from public domain works, or to remixed material, databases, or collections that include work in the public domain. However, in each of these instances, the license does not affect parts of the work that are unrestricted by copyright or similar rights. We strongly encourage you to mark the public domain material , so that others know they are also free to use this material without legal restriction. If I take a photograph of another work that is in the public domain, can I apply a CC license to my photo? That depends. You can apply a CC license to your photograph if your photograph constitutes a work of original authorship, a question that varies by jurisdiction. As a general matter, your photograph must involve some creative choices, such as background setting, lighting, angle, or other mark of creativity. In the United States, an exact photographic copy of a public domain work is not subject to copyright because there is no originality (even if there is effort or “sweat” exerted in its creation). In practice, if your photograph is sufficiently creative to attract copyright protection, people will likely have to comply with the license conditions if they reproduce your entire photograph in verbatim form, absent some applicable exception or limitation such as fair use. However, they would not have to comply with the license conditions if they reproduce only those parts of the work in the public domain . This is because your copyright in the adaptation only extends to the material you contributed, not to the underlying work. May I apply a CC license to my work if it incorporates material used under fair use or another exception or limitation to copyright? Yes, but it is important to prominently mark any third party material you incorporate into your work so reusers do not think the CC license applies to that material. The CC license only applies to the rights you have in the work. For example, if your CC-licensed slide deck includes a Flickr image you are using pursuant to fair use, make sure to identify that image as not being subject to the CC license. For more information about incorporating work owned by others, see our page about marking third party content . Read more considerations for licensors here . Rights other than copyright Can I use CC licenses to license rights other than copyright? CC licenses are copyright licenses, but the latest version of CC licenses also cover certain other rights similar to cop | 2026-01-13T09:29:52 |
https://ai.google.dev/api/palm?hl=ru | PaLM (decommissioned) | Gemini API | Google AI for Developers Перейти к основному контенту / English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 Как получить ключ API Кулинарная книга Сообщество Войти Документация Справочник по API Gemini API Документация Справочник по API Как получить ключ API Кулинарная книга Сообщество Обзор Версии API Возможности Модели Создание контента Живой API API живой музыки API взаимодействия Токены Файлы Пакетный API Кеширование Встраивания Поиск файлов Магазины поиска файлов Документ Все методы Поддержка прекращена ПалМ (выведен из эксплуатации) Ссылки на SDK Python Go TypeScript Java C# Эта страница переведена с помощью Cloud Translation API . Главная Gemini API Справочник по API Отправить отзыв PaLM (decommissioned) Метод: models.generateText Конечная точка Параметры пути Текст запроса JSON-представление Тело ответа Области авторизации Формирует ответ модели по введенному сообщению. Конечная точка пост https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:generateText Параметры пути string model Обязательно. Имя Model или TunedModel , используемой для генерации автодополнения. Примеры: models/text-bison-001 tunedModels/sentence-translator-u3b7m . Имя имеет вид models/{model} . Текст запроса Тело запроса содержит данные со следующей структурой: Поля object ( TextPrompt ) prompt ( TextPrompt ) Обязательно. Текст в свободной форме, который будет предоставлен модели в качестве подсказки. При получении подсказки модель сгенерирует ответ TextCompletion, который она прогнозирует как завершение вводимого текста. объект safetySettings[] object ( SafetySetting ) Необязательно. Список уникальных экземпляров SafetySetting для блокировки небезопасного контента. которые будут применяться к GenerateTextRequest.prompt и GenerateTextResponse.candidates . Для каждого типа SafetyCategory не должно быть более одного параметра. API будет блокировать любые запросы и ответы, не соответствующие пороговым значениям, установленным этими параметрами. Этот список переопределяет настройки по умолчанию для каждой SafetyCategory , указанной в параметре safetySettings. Если в списке для заданной SafetyCategory отсутствует SafetySetting , API будет использовать параметр безопасности по умолчанию для этой категории. В текстовом сервисе поддерживаются категории вреда: HARM_CATEGORY_DEROGATORY, HARM_CATEGORY_TOXICITY, HARM_CATEGORY_VIOLENCE, HARM_CATEGORY_SEXUAL, HARM_CATEGORY_MEDICAL, HARM_CATEGORY_DANGEROUS. stopSequences[] string Набор последовательностей символов (до 5), которые остановят генерацию вывода. Если указано, API остановит работу при первом появлении стоп-последовательности. Эта стоп-последовательность не будет включена в ответ. temperature number Необязательно. Управляет случайностью выходных данных. Примечание: значение по умолчанию зависит от модели, см. атрибут Model.temperature Model , возвращаемой функцией getModel . Значения могут находиться в диапазоне [0,0; 1,0] включительно. Значение, близкое к 1,0, будет давать более разнообразные и креативные ответы, в то время как значение, близкое к 0,0, обычно приводит к более прямолинейным ответам модели. candidateCount integer Необязательно. Количество сгенерированных ответов для возврата. Это значение должно находиться в диапазоне [1, 8] включительно. Если не задано, по умолчанию будет использоваться значение 1. maxOutputTokens integer Необязательно. Максимальное количество токенов для включения в кандидата. Если не установлено, по умолчанию будет использоваться outputTokenLimit, указанный в спецификации Model . number topP Необязательно. Максимальная кумулятивная вероятность токенов, учитываемая при выборке. Модель использует комбинированную выборку Top-k и ядра. Токены сортируются на основе присвоенных им вероятностей, так что рассматриваются только наиболее вероятные токены. Выборка Top-k напрямую ограничивает максимальное количество рассматриваемых токенов, в то время как выборка Nucleus ограничивает количество токенов на основе кумулятивной вероятности. Примечание: значение по умолчанию зависит от модели, см. атрибут Model.top_p Model , возвращаемый функцией getModel . topK integer Необязательно. Максимальное количество токенов, учитываемых при выборке. Модель использует комбинированную выборку Top-k и ядра. Выборка top-k учитывает набор из topK наиболее вероятных токенов. Значение по умолчанию — 40. Примечание: значение по умолчанию зависит от модели, см. атрибут Model.top_k Model , возвращаемый функцией getModel . Тело ответа В случае успеха тело ответа содержит экземпляр GenerateTextResponse . Метод: models.countTextTokens Конечная точка Параметры пути Текст запроса JSON-представление Тело ответа JSON-представление Области авторизации Запускает токенизатор модели для текста и возвращает количество токенов. Конечная точка пост https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:countTextTokens Параметры пути string model Обязательно. Имя ресурса модели. Служит идентификатором, который будет использовать модель. Это имя должно совпадать с именем модели, возвращаемым методом models.list . Формат: models/{model} Он имеет вид models/{model} . Текст запроса Тело запроса содержит данные со следующей структурой: Поля object ( TextPrompt ) prompt ( TextPrompt ) Обязательно. Текст в свободной форме, который будет предоставлен модели в качестве подсказки. Тело ответа Ответ от models.countTextTokens . Возвращает tokenCount модели для prompt . В случае успеха тело ответа содержит данные со следующей структурой: Поля tokenCount integer Количество токенов, в которые model токенизирует prompt . Всегда неотрицательно. JSON-представление { "tokenCount" : integer } Метод: models.generateMessage Конечная точка Параметры пути Текст запроса JSON-представление Тело ответа JSON-представление Области авторизации Формирует ответ модели, учитывая входные данные MessagePrompt . Конечная точка пост https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:generateMessage Параметры пути string model Обязательно. Название используемой модели. Формат: name=models/{model} . Он имеет вид models/{model} . Текст запроса Тело запроса содержит данные со следующей структурой: Поля object ( MessagePrompt ) prompt (MessagePrompt) Обязательно. Структурированный текстовый ввод, передаваемый модели в качестве подсказки. При наличии подсказки модель вернет то, что она прогнозирует как следующее сообщение в обсуждении. temperature number Необязательно. Управляет случайностью выходных данных. Значения могут находиться в диапазоне [0.0,1.0] включительно. Значение, близкое к 1.0 будет давать более разнообразные ответы, тогда как значение, близкое к 0.0 обычно приводит к менее неожиданным ответам модели. candidateCount integer Необязательно. Количество возвращаемых сгенерированных ответных сообщений. Это значение должно находиться в диапазоне [1, 8] включительно. Если не задано, по умолчанию будет использоваться значение 1 . number topP Необязательно. Максимальная кумулятивная вероятность токенов, учитываемая при выборке. Модель использует комбинированную выборку Top-k и ядра. Ядерная выборка рассматривает наименьший набор токенов, сумма вероятностей которых составляет не менее topP . topK integer Необязательно. Максимальное количество токенов, учитываемых при выборке. Модель использует комбинированную выборку Top-k и ядра. Выборка Top-k рассматривает набор из topK наиболее вероятных токенов. Тело ответа Ответ модели. Сюда входят сообщения кандидатов и история разговоров в виде сообщений, упорядоченных в хронологическом порядке. В случае успеха тело ответа содержит данные со следующей структурой: Поля candidates[] object ( Message ) Ответные сообщения кандидата от модели. объект messages[] object ( Message ) История разговоров, используемая моделью. объект filters[] object ( ContentFilter ) Набор метаданных фильтрации контента для текста подсказки и ответа. Здесь указывается, какая(ие) категория(и) SafetyCategory заблокировали кандидата из этого ответа, наименьшее значение HarmProbability , вызвавшее блокировку, и настройка HarmThreshold для этой категории. JSON-представление { "candidates" : [ { object ( Message ) } ] , "messages" : [ { object ( Message ) } ] , "filters" : [ { object ( ContentFilter ) } ] } Метод: models.countMessageTokens Конечная точка Параметры пути Текст запроса JSON-представление Тело ответа JSON-представление Области авторизации Запускает токенизатор модели для строки и возвращает количество токенов. Конечная точка пост https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:countMessageTokens Параметры пути string model Обязательно. Имя ресурса модели. Служит идентификатором, который будет использовать модель. Это имя должно совпадать с именем модели, возвращаемым методом models.list . Формат: models/{model} Он имеет вид models/{model} . Текст запроса Тело запроса содержит данные со следующей структурой: Поля object ( MessagePrompt ) prompt (MessagePrompt) Обязательно. Подсказка, количество токенов которой необходимо вернуть. Тело ответа Ответ от models.countMessageTokens . Возвращает tokenCount модели для prompt . В случае успеха тело ответа содержит данные со следующей структурой: Поля tokenCount integer Количество токенов, в которые model токенизирует prompt . Всегда неотрицательно. JSON-представление { "tokenCount" : integer } Метод: models.embedText Конечная точка Параметры пути Текст запроса JSON-представление Тело ответа JSON-представление Области авторизации Формирует вложение из модели с учетом входного сообщения. Конечная точка пост https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:embedText Параметры пути string model Обязательно. Имя модели, которое будет использоваться в формате model=models/{model}. Формат: models/{model} . Текст запроса Тело запроса содержит данные со следующей структурой: Поля text string Необязательно. Свободный текст ввода, который модель преобразует во встраивание. Тело ответа Ответ на EmbedTextRequest. В случае успеха тело ответа содержит данные со следующей структурой: Поля embedding object ( Embedding ) Только вывод. Встраивание, сгенерированное из входного текста. JSON-представление { "embedding" : { object ( Embedding ) } } Метод: models.batchEmbedText Конечная точка Параметры пути Текст запроса JSON-представление Тело ответа JSON-представление Области авторизации EmbedTextRequest JSON-представление Генерирует несколько внедрений из заданного входного текста модели в синхронном вызове. Конечная точка пост https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:batchEmbedText Параметры пути string model Обязательно. Имя Model , используемой для создания встраивания. Примеры: models/embedding-gecko-001. Имя имеет вид models/{model} . Текст запроса Тело запроса содержит данные со следующей структурой: Поля texts[] string Необязательно. Тексты в свободной форме, которые модель преобразует во встраивание. Текущее ограничение — 100 текстов. При превышении этого лимита будет выдана ошибка. объект requests[] object ( EmbedTextRequest ) Необязательно. Встраивайте запросы для пакета. Можно задать только один из texts или requests . Тело ответа Ответ на EmbedTextRequest. В случае успеха тело ответа содержит данные со следующей структурой: Поля object ( Embedding ) embeddings[] (встраивание) Только вывод. Вложения, сгенерированные из входного текста. JSON-представление { "embeddings" : [ { object ( Embedding ) } ] } EmbedTextRequest Запрос на получение текстовой вставки из модели. Поля string model Обязательно. Имя модели в формате model=models/{model}. text string Необязательно. Свободный текст ввода, который модель преобразует во встраивание. JSON-представление { "model" : string , "text" : string } Фильтр контента JSON-представление Причина блокировки Метаданные фильтрации контента, связанные с обработкой одного запроса. ContentFilter содержит причину и необязательную вспомогательную строку. Причина может быть не указана. Поля reason enum ( BlockedReason ) Причина блокировки контента во время обработки запроса. string message Строка, которая более подробно описывает поведение фильтрации. JSON-представление { "reason" : enum ( BlockedReason ) , "message" : string } Причина блокировки Список причин, по которым контент мог быть заблокирован. Перечисления BLOCKED_REASON_UNSPECIFIED Причина блокировки не указана. SAFETY Контент заблокирован настройками безопасности. OTHER Контент был заблокирован, но причина не указана. Встраивание JSON-представление Список плавающих элементов, представляющих вложение. Поля value[] number Вложенные значения. JSON-представление { "value" : [ number ] } Сообщение JSON-представление Базовая единица структурированного текста. Message включает author и content Message . author используется для маркировки сообщений, когда они подаются в модель в виде текста. Поля string author Необязательно. Автор этого сообщения. Это служит ключом для маркировки содержимого данного сообщения при его передаче в модель в виде текста. Автором может быть любая буквенно-цифровая строка. string content Обязательно. Текстовое содержание структурированного Message . object ( CitationMetadata ) citationMetadata ( CitationMetadata ) Только вывод. Информация о цитировании content , созданного моделью, в этом Message . Если это Message было сгенерировано как выходной сигнал модели, это поле может быть заполнено информацией об авторстве для любого текста, включённого в content . Это поле используется только при выводе. JSON-представление { "author" : string , "content" : string , "citationMetadata" : { object ( CitationMetadata ) } } СообщениеПодсказка JSON-представление Пример JSON-представление Весь структурированный входной текст передается в модель в качестве подсказки. MessagePrompt содержит структурированный набор полей, которые предоставляют контекст для разговора, примеры пар сообщений «ввод пользователя/вывод модели», которые подготавливают модель к ответу различными способами, а также историю разговора или список сообщений, представляющих чередующиеся этапы разговора между пользователем и моделью. Поля string context Необязательно. Текст, который необходимо сначала предоставить модели для обоснования ответа. Если этот context не пуст, он будет передан модели первым, до examples и messages . При использовании context обязательно указывайте его при каждом запросе для сохранения преемственности. В этом поле можно указать описание вашего запроса к модели, чтобы помочь определить контекст и направить ответы. Примеры: «Переведите фразу с английского на французский» или «По заданному утверждению классифицируйте его эмоцию как радостную, грустную или нейтральную». Все данные, включенные в это поле, будут иметь приоритет над историей сообщений, если общий размер входных данных превысит inputTokenLimit модели и запрос на входные данные будет усечен. examples[] object ( Example ) Необязательно. Примеры того, что должна генерировать модель. Сюда входит как ввод данных пользователем, так и реакция, которую должна имитировать модель. Эти examples обрабатываются так же, как сообщения в беседе, за исключением того, что они имеют приоритет над историей в messages : если общий размер входных данных превышает inputTokenLimit модели, входные данные будут усечены. Элементы будут удалены из messages перед examples . объект messages[] object ( Message ) Обязательно. Краткий обзор недавней истории разговоров, отсортированный в хронологическом порядке. Ходы чередуются между двумя авторами. Если общий размер входных данных превышает inputTokenLimit модели, входные данные будут усечены: самые старые элементы будут удалены из messages . JSON-представление { "context" : string , "examples" : [ { object ( Example ) } ] , "messages" : [ { object ( Message ) } ] } Пример Пример ввода/вывода, используемый для обучения Модели. Он демонстрирует, как модель должна реагировать или форматировать свой ответ. Поля объект input object ( Message ) Обязательно. Пример входного Message от пользователя. output object ( Message ) Обязательно. Пример того, что должна вывести модель с учётом входных данных. JSON-представление { "input" : { object ( Message ) } , "output" : { object ( Message ) } } GenerateTextResponse JSON-представление Дополнение текста JSON-представление SafetyFeedback JSON-представление Ответ модели, включая возможные дополнения. Поля объект candidates[] object ( TextCompletion ) Ответы кандидатов от модели. объект filters[] object ( ContentFilter ) Набор метаданных фильтрации контента для текста подсказки и ответа. Здесь указывается, какая категория SafetyCategory заблокировала кандидата из этого ответа, наименьшая HarmProbability , приведшая к блокировке, и значение параметра HarmThreshold для этой категории. Здесь указывается минимальное изменение SafetySettings , необходимое для разблокировки хотя бы одного ответа. Блокировка настраивается с помощью SafetySettings в запросе (или SafetySettings по умолчанию в API). object ( SafetyFeedback ) safetyFeedback[] ( SafetyFeedback ) Возвращает любые отзывы по безопасности, связанные с фильтрацией контента. JSON-представление { "candidates" : [ { object ( TextCompletion ) } ] , "filters" : [ { object ( ContentFilter ) } ] , "safetyFeedback" : [ { object ( SafetyFeedback ) } ] } Дополнение текста Выходной текст, возвращаемый моделью. Поля output string Только вывод. Сгенерированный текст, возвращаемый моделью. объект safetyRatings[] object ( SafetyRating ) Рейтинги безопасности ответа. В каждой категории может быть максимум один рейтинг. object ( CitationMetadata ) citationMetadata ( CitationMetadata ) Только вывод. Информация о цитировании для output , сгенерированного моделью, в этом TextCompletion . Это поле может быть заполнено информацией об атрибуции для любого текста, включенного в output . JSON-представление { "output" : string , "safetyRatings" : [ { object ( SafetyRating ) } ] , "citationMetadata" : { object ( CitationMetadata ) } } SafetyFeedback Обратная связь по безопасности для всего запроса. Это поле заполняется, если содержимое входных данных и/или ответа заблокировано настройками безопасности. SafetyFeedback может существовать не для каждой категории HarmCategory. Каждый SafetyFeedback возвращает настройки безопасности, используемые в запросе, а также минимально допустимое значение HarmProbability для возврата результата. Поля объект rating object ( SafetyRating ) Рейтинг безопасности оценивается на основе содержания. объект setting object ( SafetySetting ) К запросу применены настройки безопасности. JSON-представление { "rating" : { object ( SafetyRating ) } , "setting" : { object ( SafetySetting ) } } TextPrompt JSON-представление Текст, предоставленный модели в качестве подсказки. Модель будет использовать этот TextPrompt для генерации текстового автодополнения. Поля text string Обязательно. Текст подсказки. JSON-представление { "text" : string } Отправить отзыв Если не указано иное, контент на этой странице предоставляется по лицензии Creative Commons "С указанием авторства 4.0" , а примеры кода – по лицензии Apache 2.0 . Подробнее об этом написано в правилах сайта . Java – это зарегистрированный товарный знак корпорации Oracle и ее аффилированных лиц. Последнее обновление: 2025-07-28 UTC. Хотите рассказать подробнее? 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https://www.linkedin.com/posts/the-ceo-views_healthcaretech-digitalhealth-softwaredevelopment-activity-7410001384365981697-Hc20 | #healthcaretech #digitalhealth #softwaredevelopment | The CEO Views Agree & Join LinkedIn By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement , Privacy Policy , and Cookie Policy . Skip to main content LinkedIn Top Content People Learning Jobs Games Sign in Register now The CEO Views’ Post The CEO Views 3,111 followers 2w Report this post 🚀 Discover the top trends shaping healthcare software development in 2026—from smarter tech to better patient outcomes 🏥💻 Stay ahead of innovation and digital transformation in healthcare 📊 Read More: https://lnkd.in/gZ4rFN88 #HealthcareTech #DigitalHealth #SoftwareDevelopment 5 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in More Relevant Posts Starshot Software 1,529 followers 3d Report this post The start of the year is when healthcare teams lock in roadmaps, budgets, and build decisions that will shape the year ahead. But before those plans turn into commitments, ask yourself: Are we actually ready to build healthcare-grade software? Our Healthcare Dev Readiness Kit helps teams like yours evaluate preparedness for regulated healthcare development, spot common in-house miscalculations, and avoid four expensive mistakes that can derail projects even with strong teams. Don’t risk another year of expensive setbacks. Before you commit to another year of healthcare development, make sure your foundation is ready. Download the kit here: https://lnkd.in/gznGPMTC #StarshotSoftware #HealthcareIT #HealthcareSoftware #DigitalHealth #HealthTech #SoftwareDevelopment #B2BTech #ProductDevelopment 4 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Arpatech Software 293 followers 1w Report this post Healthcare needs are evolving faster than its technology. Here’s how application modernization and cloud-native development are helping healthcare organizations prepare for 2026. Read the full guide → https://lnkd.in/dXFsBP_7 . #Arpatech #EnterpriseSoftwareDevelopment #ApplicationModernization #SoftwareDevelopment #Technology …more 2 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Soluntech 13,784 followers 4w Report this post 𝗛𝗲𝗮𝗹𝘁𝗵𝗰𝗮𝗿𝗲 𝗶𝘀𝗻’𝘁 𝗯𝗿𝗼𝗸𝗲𝗻. 𝗜𝘁’𝘀 𝗼𝘃𝗲𝗿𝗹𝗼𝗮𝗱𝗲𝗱. Clinicians are drowning in documentation, follow-ups, fragmented systems, and manual workflows. It’s not a capacity issue. It’s an intelligence issue. The next generation of healthcare tools needs to do more than store information. They need to think with the clinician. We’re helping teams build platforms that: → Automate care plans, assessments, audits, and documentation → Deliver smart workflow recommendations from client data → Track tasks and follow-ups without manual oversight → Keep every record secure and HIPAA-compliant → Expand into billing, invoicing, or staff scheduling when needed This isn’t about adding software. It’s about creating systems that give clinicians their time back and elevate the quality of care they deliver. At Soluntech, we design healthcare applications that learn, guide, and support— so clinical teams can focus on what matters most. If you could redesign your workflow from scratch, what would you automate first? Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Tej Vij 2d Report this post Most RCM software fails not because of bad technology… but because it’s built without understanding real operations. True revenue cycle success comes when technology aligns with: • Workflow ownership • Human behavior • Financial accountability The next wave of healthcare tech will not be about more features — it will be about fewer failures in execution. #HealthTech #RCMSoftware #HealthcareInnovation #DigitalHealth #HealthcareIT #USHealthcare #HealthcareLeadership #RevenueCycle 3 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Maxim Pashchenko 6d Report this post In healthcare software, time works differently. Decisions that seemed reasonable a year ago often show their real impact much later. An integration added in a hurry. A dependency chosen because it was “good enough at the time.” A constraint everyone agreed to revisit later. Most of these choices don’t cause immediate problems. The product keeps working. Teams adapt. Workarounds appear. But over time, those early decisions start shaping what the system can and cannot do. They influence how fast changes can be made, how stable the product feels, and how much risk each new update carries. That’s one of the hardest parts of building healthcare software. You’re rarely dealing with today’s choices alone. You’re living with yesterday’s ones. #healthtech 6 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Thread by Process Matters 18 followers 3w Edited Report this post Healthcare doesn’t need another capture tool. It needs a way to orchestrate every fax and document across Epic, OnBase, and downstream systems. Thread sits between Fax System and your core platforms to turn fragmented workflows into one auditable flow. #HealthcareIT #HealthTech #Epic #OnBase #DocumentWorkflow #Automation 1 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in ENT-Cloud 85 followers 4d Report this post At ENT-Cloud, we talk to practices every day, and these five areas keep coming up as keys to smoother workflows: 1️⃣ Streamlined documentation powered by clinician-centric tools 2️⃣ Automation that genuinely supports daily tasks 3️⃣ Integrated billing & coding workflows 4️⃣ Real-time compliance and reporting 5️⃣ Better technology + better support = happier teams 👉 Want deeper insights on each of these? Our latest on-demand webinars explore these topics with actionable takeaways for administrators and clinicians: https://hubs.ly/Q03ZDJzw0 Which one of these is your priority this quarter? Let us know! ⬇️ #PracticeManagement #HealthTech #EHRSuccess #PhysicianSupport Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in DataArt - Healthcare and Life Sciences 4,401 followers 3w Report this post Most healthcare organizations know their software needs to evolve. The risk is doing it 𝐰𝐢𝐭𝐡𝐨𝐮𝐭 𝐝𝐢𝐬𝐫𝐮𝐩𝐭𝐢𝐧𝐠 𝐜𝐚𝐫𝐞, 𝐜𝐨𝐦𝐩𝐥𝐢𝐚𝐧𝐜𝐞, 𝐨𝐫 𝐨𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐬. Healthcare software isn’t built in a vacuum. It lives inside clinical workflows, regulatory constraints, and systems that cannot pause. That’s why 𝐭𝐞𝐜𝐡𝐧𝐢𝐜𝐚𝐥 𝐞𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 𝐚𝐥𝐨𝐧𝐞 𝐢𝐬𝐧’𝐭 𝐞𝐧𝐨𝐮𝐠𝐡. You need teams with deep Healthcare & Life Sciences domain knowledge. Our focus is on outcomes that matter in this industry: → 🏥 Keeping 𝐦𝐢𝐬𝐬𝐢𝐨𝐧-𝐜𝐫𝐢𝐭𝐢𝐜𝐚𝐥 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 𝐥𝐢𝐯𝐞 during change → 📊 Designing 𝐝𝐚𝐭𝐚 𝐩𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬 𝐜𝐥𝐢𝐧𝐢𝐜𝐢𝐚𝐧𝐬 𝐚𝐧𝐝 𝐨𝐩𝐞𝐫𝐚𝐭𝐨𝐫𝐬 𝐭𝐫𝐮𝐬𝐭 → 🔐 Building𝐜𝐨𝐦𝐩𝐥𝐢𝐚𝐧𝐜𝐞 𝐢𝐧𝐭𝐨 𝐭𝐡𝐞 𝐚𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞, not around it → 🔄 𝐌𝐨𝐝𝐞𝐫𝐧𝐢𝐳𝐢𝐧𝐠 𝐰𝐢𝐭𝐡𝐨𝐮𝐭 𝐛𝐫𝐞𝐚𝐤𝐢𝐧𝐠 what already works When healthcare is treated like “just another vertical,” friction follows. 👉 Here’s how we approach Healthcare & Life Sciences software: https://lnkd.in/e8VPpDMp 10 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in IMG Global Infotech Private Limited 11,383 followers 4w Report this post 🔹 Remote Patient Monitoring Software Development Remote Patient Monitoring (RPM) is transforming how healthcare providers track patient health beyond hospital walls. From real-time vitals monitoring to AI-driven alerts and secure data sharing, RPM software development is enabling smarter, faster, and more personalized care. If you’re planning to build or scale a Remote Patient Monitoring solution, this guide covers key features, development cost, compliance requirements, and future trends. 👉 Read More: https://lnkd.in/e8hVzPgV #healthcare #rpm #patient #patientmonitoring #healthcareapp #appdevelopment #developmentcompany #development 5 Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in Brian Vogtsberger 2w Report this post Implementing new technology shouldn’t slow research down. That’s why RealTime built a Professional Services team that doesn’t just “implement software,” but helps sites master the system so it becomes a natural, consistent part of how work gets done. In this short message, Linda Parks, EVP of Operations, shares how her team: ✔ Learns every site’s workflow ✔ Works directly with functional leaders ✔ Customizes each configuration ✔ Delivers training that’s digestible and sustainable ✔ Helps teams adopt technology without disruption This is what it looks like when technology meets true partnership. Because when your technology partner truly understands your challenges, your team can focus on what matters most: 𝒃𝒆𝒕𝒕𝒆𝒓 𝒓𝒆𝒔𝒆𝒂𝒓𝒄𝒉, 𝒃𝒆𝒕𝒕𝒆𝒓 𝒃𝒖𝒔𝒊𝒏𝒆𝒔𝒔, 𝒂𝒏𝒅 𝒃𝒆𝒕𝒕𝒆𝒓 𝒐𝒖𝒕𝒄𝒐𝒎𝒆𝒔. Talk to an expert to maximize your eClinical solutions here: https://lnkd.in/gBG_YHwq #InnovativeSolutions #ExpertGuidance #MeetTheExperts #ProfessionalServices #eClinicalSolutions #MasterTheSystem …more Like Comment Share Copy LinkedIn Facebook X To view or add a comment, sign in 3,111 followers View Profile Connect More from this author Inspirational Speakers Who Turned Over New Leaves The CEO Views 4mo DevOps in 2025 and What is Ahead for It? 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https://ai.google.dev/gemini-api/docs/api-versions?hl=vi | Giải thích về các phiên bản API | Gemini API | Google AI for Developers Chuyển ngay đến nội dung chính / English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 Lấy khoá API Sổ tay nấu ăn Cộng đồng Đăng nhập Tài liệu Tài liệu tham khảo API Gemini API Tài liệu Tài liệu tham khảo API Lấy khoá API Sổ tay nấu ăn Cộng đồng Tổng quan Phiên bản API Chức năng Mô hình Đang tạo nội dung API trực tiếp Live Music API Interactions API Mã Tệp API xử lý hàng loạt Lưu vào bộ nhớ đệm Mục nhúng Tìm kiếm tệp Lưu trữ nội dung tìm kiếm tệp Tài liệu Tất cả phương pháp Không dùng nữa PaLM (đã loại bỏ) Tài liệu tham khảo về SDK Python Go TypeScript Java C# Trang chủ Gemini API Tài liệu tham khảo API Gửi ý kiến phản hồi Giải thích về các phiên bản API Chúng tôi đã cập nhật Điều khoản dịch vụ . Tài liệu này cung cấp thông tin tổng quan cấp cao về sự khác biệt giữa phiên bản v1 và v1beta của Gemini API. v1 : Phiên bản ổn định của API. Các tính năng trong phiên bản ổn định được hỗ trợ đầy đủ trong suốt vòng đời của phiên bản chính. Nếu có bất kỳ thay đổi nào mang tính đột phá, thì phiên bản chính tiếp theo của API sẽ được tạo và phiên bản hiện có sẽ không được dùng nữa sau một khoảng thời gian hợp lý. Các thay đổi không làm gián đoạn có thể được giới thiệu cho API mà không làm thay đổi phiên bản chính. v1beta : Phiên bản này bao gồm các tính năng ban đầu có thể đang trong giai đoạn phát triển và có thể có các thay đổi làm gián đoạn. Ngoài ra, không có gì đảm bảo rằng các tính năng trong phiên bản thử nghiệm sẽ chuyển sang phiên bản ổn định. Nếu cần sự ổn định trong môi trường phát hành chính thức và không thể chấp nhận các thay đổi có thể gây lỗi, thì bạn không nên sử dụng phiên bản này trong bản phát hành chính thức. Tính năng v1 v1beta Tạo nội dung – Chỉ nhập văn bản Tạo nội dung – Đầu vào là văn bản và hình ảnh Tạo nội dung – Kết quả dạng văn bản Tạo nội dung – Cuộc trò chuyện nhiều lượt (trò chuyện) Tạo nội dung – Lệnh gọi hàm Tạo nội dung – Phát trực tuyến Nhúng nội dung – Chỉ nhập văn bản Tạo câu trả lời Công cụ truy xuất ngữ nghĩa Interactions API – Được hỗ trợ – Sẽ không bao giờ được hỗ trợ Định cấu hình phiên bản API trong SDK Gemini API SDK mặc định là v1beta , nhưng bạn có thể chọn sử dụng các phiên bản khác bằng cách đặt phiên bản API như trong mẫu mã sau: Python from google import genai client = genai . Client ( http_options = { 'api_version' : 'v1alpha' }) response = client . models . generate_content ( model = 'gemini-2.0-flash' , contents = "Explain how AI works" , ) print ( response . text ) JavaScript import { GoogleGenAI } from "@google/genai" ; const ai = new GoogleGenAI ({ httpOptions : { apiVersion : "v1alpha" }, }); async function main () { const response = await ai . models . generateContent ({ model : "gemini-2.0-flash" , contents : "Explain how AI works" , }); console . log ( response . text ); } await main (); REST curl "https://generativelanguage.googleapis.com/v1/models/gemini-1.5-flash:generateContent" \ -H "x-goog-api-key: $GEMINI_API_KEY " \ -H 'Content-Type: application/json' \ -X POST \ -d '{ "contents": [{ "parts":[{"text": "Explain how AI works."}] }] }' Gửi ý kiến phản hồi Trừ phi có lưu ý khác, nội dung của trang này được cấp phép theo Giấy phép ghi nhận tác giả 4.0 của Creative Commons và các mẫu mã lập trình được cấp phép theo Giấy phép Apache 2.0 . Để biết thông tin chi tiết, vui lòng tham khảo Chính sách trang web của Google Developers . Java là nhãn hiệu đã đăng ký của Oracle và/hoặc các đơn vị liên kết với Oracle. Cập nhật lần gần đây nhất: 2025-12-18 UTC. Bạn muốn chia sẻ thêm với chúng tôi? [[["Dễ hiểu","easyToUnderstand","thumb-up"],["Giúp tôi giải quyết được vấn đề","solvedMyProblem","thumb-up"],["Khác","otherUp","thumb-up"]],[["Thiếu thông tin tôi cần","missingTheInformationINeed","thumb-down"],["Quá phức tạp/quá nhiều bước","tooComplicatedTooManySteps","thumb-down"],["Đã lỗi thời","outOfDate","thumb-down"],["Vấn đề về bản dịch","translationIssue","thumb-down"],["Vấn đề về mẫu/mã","samplesCodeIssue","thumb-down"],["Khác","otherDown","thumb-down"]],["Cập nhật lần gần đây nhất: 2025-12-18 UTC."],[],[]] Điều khoản Quyền riêng tư Manage cookies English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 | 2026-01-13T09:29:52 |
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https://www.notion.com/ar/product/wikis | مساحة عملك المتصلة لإدارة صفحات الويكي والمستندات والمشاريع | Notion Notion الميزات Notion AI إنشاء، كتابة، أتمتة الوكلاء يتعامل مع المهام اليدوية بحث المؤسسة اعثر على إجابات على الفور ملاحظات الاجتماع المدعومة بالذكاء الاصطناعي مكتوبة بشكل مثالي بواسطة الذكاء الاصطناعي المُستندات بسيط وقوي قاعدة المعرفة تجميع معرفتك في مكان واحد المشاريع إدارة أي مشروع المواقع انشر أي شيء بسرعة البدء استكشاف حالات استخدام الذكاء الاصطناعي تعرّف على قدرات Notion AI تصفح السوق قوالب لكل شيء عرض عمليات التكامل ربط تطبيقاتك مع Notion تنزيل web clipper حفظ من الويب إلى Notion جرّب تطبيق Notion لسطح المكتب للحصول على تجربة أسرع تنزيل التطبيق البريد التقويم الذكاء الاصطناعي الخطة المؤسسية التسعير استكشاف الفرق الهندسة والمنتج التصميم التسويق تقنية المعلومات حجم الفريق الشركات الناشئة الشركات الصغيرة والمتوسطة المؤسسة التعليم التعلم مركز المساعدة أكاديمية Notion قصص العملاء المدونة المجتمع برامج الشركاء الإصدار واجهة برمجة التطبيقات (API) القوالب الأمان الاستشاريون اطلب عرضاً توضيحياً تسجيل الدخول احصل على Notion مجاناً صفحات الويكي صفحة ويكي تعيد تعريف مفهوم "صفحات الويكي". من الصعب إنجاز العمل بسرعة إذا كانت مساحة عملك فوضوية وغير منظمة. اجمع كل معرفتك في Notion بدلاً من ذلك. احصل على Notion مجاناً اطلب عرضاً توضيحياً الصفحة الرئيسية للشركة إرشادات العلامة التجارية مركز تقنية المعلومات تأهيل الموظفين الصفحة الرئيسية للشركة التأهيل مركز تقنية المعلومات التأهيل الإعداد الافتراضي الجديد للمعرفة والتوثيق تمكين الشركات الناشئة وشركات Fortune 500 حول العالم. حصل على أفضل تقييم على G2 يحتل Notion باستمرار صدارة رواد الصناعة على منصة G2 بناءً على مئات من تقييمات العملاء. ومع لك، لا تكتفِ بكلامنا فقط، تحقق بنفسك من تقييمات G2 لمزيد من المعلومات. البدء الآن -> يتكيف Notion مع احتياجاتك. إنه بسيط أو مؤثر بقدر ما تحتاج إليه. رحيم مكاني مدير المنتج، Match Group ابحث وعدّل وتصفح. نحن نصنع تجربة ستنال إعجابك. ملفات كل فريق، في لمحة سريعة يحافظ الشريط الجانبي في Notion على تنظيم مساحة عملك بغض النظر عن سرعة نموك. خاصية بحث فعّالة حقاً تتيح عوامل التصفية الفعالة لأي شخص العثور على البيانات والقرارات عبر الفرق في ثوانٍ. جميل بشكل إبداعي اختر الرموز التعبيرية وصورة الغلاف المثالية لكل صفحة لتعكس علامة شركتك التجارية. تنظيم السحب والإفلات يمكن للجميع المساهمة في قاعدة معرفتك. ولا حاجة لأن تكون خبيراً في التقنية فقط لتحديث صفحة. الربط بصفحات أخرى بسهولة كل شيء متصل في مساحة عملك - ما عليك سوى كتابة @ لربط ملاحظاتك أو خارطة طريقك في أي مستند. وفّر الوقت في الإجابة عن الأسئلة وتحديث المستندات. نقدم لك الكتل المتزامنة - احرص على تحديث المحتوى تلقائياً. هل لديك نفس المحتوى في أماكن متعددة؟ قم بتحريره مرة واحدة، وستطبق ميزة الكتل المتزامنة التغييرات في كل مكان آخر. التحقق لا تتساءل أبداً "هل هذا أحدث إصدار؟" ثق في أن المعلومات التي تجدها دقيقة ومحدثة. توفّر Notion على الموظفين الجدد أياماً، إن لم يكن أسابيع، من تأهيلهم لبدء العمل ليتمكّنوا من العثور على المعلومات بسرعة والتعلّم منها بسهولة. سكوت إنتويستل أخصائي توظيف أول، Remote مرحباً بك في الصفحة الرئيسية مساحة واحدة لمستنداتك وملاحظاتك ومهامك الأكثر صلة، وجميعها منظمة ومحدثة تلقائياً. مشاركة المعلومات بسهولة من Slack وFigma وJira. عرض جميع عمليات التكامل -> Figma شارك دائماً أحدث التصاميم مع فريقك. التجربة الآن -> Amplitude تتبع مقاييس الإصدار ونتائج التجربة والمزيد. التجربة الآن -> GitHub نقل طلبات السحب والمشاكل وحتى عمليات إعادة الشراء مباشرة إلى Notion. التجربة الآن -> Slack قم بلصق رابط للاطلاع على الرسالة الكاملة دون تبديل الأدوات. التجربة الآن -> Jira راجع تحديثات الأخطاء، أو حوّل مشروعاً بأكمله إلى قاعدة بيانات. التجربة الآن -> تصفح جميع عمليات التكامل الانتقال إلى المَعرض -> يتناسب مع أكبر الشركات. التواصل مع فريق المبيعات -> استخدام التحليلات لمعرفة الخطوات التالية توفر الخطة المؤسسية من Notion للمسؤولين مجموعة من الأدوات لفهم كيفية تفاعل الموظفين مع المحتوى. ضوابط الأمان والإدارة حافظ على أمان مساحة عملك باستخدام أدوات الأمان والامتثال والتدقيق أدوار المسؤول الدقيقة قم بتفويض المستخدمين على مستوى المسؤول لإدارة عضوية مساحة العمل. أذونات متقدمة حدّد الأشخاص الذين لديهم الصلاحية لأداء مهام معينة أو إنشاء أشياء محددة، بدقة متناهية. تسجيل الدخول الأحادي عبر بروتوكول SAML امنح الموظفين إمكانية الوصول إلى Notion من خلال مزودك للهوية باستخدام تسجيل الدخول الأحادي القائم على بروتوكول SAML. توفير مستخدم SCIM يمكنك بسهولة إنشاء أو إزالة أو إضافة أو تحديث أو استرداد أي مستخدم أو مجموعة. أدوات إدارة النطاق طالب بنطاقك وحدّد الأشخاص الذين يمكنهم إنشاء مساحات عمل باستخدامه، حتى تكون أنت المتحكم. صُمم ليلقى إعجاب الفرق بأنواعها. الهندسة أطلق الميزات بشكل أسرع باستخدام دورات العمل وإرشادات التعليمات البرمجية وإصلاحات الأخطاء والمزيد، كل ذلك في مكان واحد. تعرّف على كيفية استفادة المهندسين من Notion ← المنتَج اربط خارطة الطريق بالأهداف، وحافظ على توافق الأشخاص بشأن ما يتم إطلاقه وموعده. تعرّف على كيفية استفادة مديري المشاريع من Notion ← التصميم سَرِّع جولات المراجعة، ورتّب أولويات الطلبات، والتزِم بجميع مواعيدك النهائية للمهام الإبداعية. تعرّف على كيفية استفادة المصممين من Notion ← المشاريع والمستندات مشمولة وبنفس السعر. المشاريع يمكنك إدارة أي نوع من المشاريع، بغض النظر عن الفريق أو الحجم. معرفة المزيد -> المُستندات بسيط وقوي وجميل. تواصل بكفاءة أعلى مع كتل البناء المرنة. معرفة المزيد -> نقرة واحدة فقط للإعداد. استورد أو ابدأ باستخدام قالب. استكشاف معرض القوالب -> نقرة واحدة فقط للإعداد. استورد أو ابدأ باستخدام قالب. ابدأ من جديد باستخدام الأداة التي تستخدمها الفرق الحديثة لزيادة سرعة الإنجاز. سيصل عملك بالكامل منسقاً بشكل مثالي. معرفة المزيد ← الأهداف والنتائج الرئيسية في Buffer التجربة الآن ← قائمة مراجعة التأهيل في Pitch التجربة الآن ← ويكي توظيف Blinkist التجربة الآن ← ابدأ بإعداد صفحة الويكي الخاصة بك وشغّلها. جرِّبه أولاً. ادفع وأضف فريقك لاحقاً. احصل على Notion مجاناً اطلب عرضاً توضيحياً العربية إعدادات ملفات تعريف الارتباط © 2026 Notion Labs, Inc. الشركة نبذة عنا الوظائف الأمان الحالة الشروط والخصوصية حقوقك المتعلقة بالخصوصية تنزيل iOS وAndroid Mac وWindows التقويم Web Clipper الموارد مركز المساعدة التسعير المدونة المجتمع عمليات التكامل القوالب برامج الشركاء Notion لأجل الخطة المؤسسية الشركات الصغيرة شخصي استكشف المزيد → | 2026-01-13T09:29:52 |
https://uk.trustpilot.com/review/stylix.app | Stylix Reviews | Read Customer Service Reviews of stylix.app Suggested companies Stiligt Stockholm stiligt-stockholm.com • 14 reviews 1.9 Astroline astroline.today • 31K reviews 4.5 Stylio - Personal AI Stylist quiz.stylio.fashion • 16 reviews 3.5 Categories Blog Log in For businesses For businesses Log in Categories Blog Beauty & Well-being Salons & Clinics Stylist Stylix Summary About Reviews Visit website Write a review Visit website Claimed profile Stylix Reviews 1,120 • 3.4 Stylist Write a review Visit website Write a review Companies on Trustpilot aren't allowed to offer incentives or pay to hide reviews. Review summary Based on reviews, created with AI Most reviewers were somewhat happy with their experience overall. Consumers appreciate the app's user-friendly interface and the personalized style recommendations it offers. Many find the color analysis insightful and useful for identifying flattering colors. People also value the app's ability to provide outfit ideas and guidance, especially for those seeking to enhance their fashion sense or understand what styles suit them best. However, some consumers express concerns regarding the payment structure, mentioning unexpected subscription charges and a desire for clearer pricing information. The app and product recommendations receive mixed feedback, with some users finding them relevant and inspiring, while others feel they lack variety or accuracy. Some reviewers would like to see more options to better define their style. See more Based on these reviews TU Tulip 4 days ago It’s quite involved. This is a pro and a con. I’d like answers quicker with less Interruption. However, I understand it takes time to figure out what works best Company replied SH Savannah Hartbarger Jan 2, 2026 I believe the prices are high to just obtain the information . Wonderful app to help create good color palette for those that have a hard time with that , but over all it’s nice to have an app like t... See more Company replied Nikki MacLaren Jan 1, 2026 The questions are easy to answer and the overall look of the service so far is great. However, I did freak out with the unexpected charges that appeared in my account. Please start making it clear wha... See more Company replied CO Cole Dec 22, 2025 Color recommendations were cool and useful, clothing was H&M heavy due to the Apps limited understanding of style nuance and variation. Basically comes down to a lack of options for different styles.... See more Company replied Jamie Griggs 4 days ago Ideas and selection of outfit pieces. I feel that not only do I have all the basic issues but also I really don't feel my age i feel a lot younger and I like different types of trendy clothes. I don't... See more Company replied AD Adrian Daniels 4 days ago I thought I was getting access to a guide for a week for 4.99 but then when I was done the quiz, I was trying to access the results, and the layout was sneaky, showing more purchases for people to buy... See more Company replied EL Elizabeth 4 days ago The questions were thorough and seemed to ask all the necessary information. Maybe my picture wasn’t a good option but I’m not sure the colors picked for me were accurate Company replied CM C M Dec 27, 2025 Nothing has happened on your app yet. It keeps giving me to discuss my experience and won’t let me get to the next stage until I make a comment so here’s my comment I seen anything impressive because... See more Company replied Valerie Dec 30, 2025 I just started using this app. I am still learning but the options this app gives you to help you bring your style to life is amazing. I don’t give many apps like this a try, but this caught my eye! D... See more Company replied CO Consumer 6 days ago App doesn’t give me much actually. I feel it has different versions of seasonal colour definitions than what I have researched elsewhere. Company replied FA Favour Jan 6, 2026 It was great and refreshing to see especially since I can’t afford a stylist yet. However I wish I can download the report I wonder if there is an option for that Company replied AF Annie Farina Jan 5, 2026 I just started, but I like how easy this is going. I don’t know why it’s not in Canadian dollars though and a 300$ Zara bag is not budget friendly, just saying Company replied RA Rachel Jan 2, 2026 It’s easy to use and has neat information. It’s helpful for inspiration and guidance. I’ve always wanted to know what colors flatter me best, this was cool. Company replied BR Brandy Jan 4, 2026 Well, as of right now I’d give it a 1-2 stars. It said it would give me all this info including wardrobe advice and shopping help, and all it’s given me is my color palette. Company replied EV Eve Dec 29, 2025 I liked that it let me swipe through outfits like a tinder match so I could define more or my style than just choosing a type. First group of outfits wasn’t my style but with some critique it got it d... See more Company replied LH - 7 days ago Easy to use, great questions, choice of style just slightly off because AI thought my hair was darker than it really is Company replied Nancy Fruits 5 days ago Spot on analysis of my features and coloring. Choices of colors just confirmed my favorites in fashion. Thank you for this experience. Company replied AL Amy Lawrence Jan 2, 2026 Seems like I have too much control to show what it generates. Should be able to submit multiple pictures to support the outcome Company replied MD Morgan Dowdy Dec 27, 2025 I struggle with finding clothes that compliment my skin, let alone compliment my body shape. I am hopeful this information will help me. Company replied JL J L Davis 5 days ago Confused I still know I am on the edge of soft summer and soft autumn, but this has done no clarification Company replied Kelly Watts Jan 2, 2026 I don't understand what this has done. This has truly done nothing. I'm honestly so disappointed I can't even articulate. Company replied SA Stephanye Alonso 6 days ago Did not like that I had to pay $1 and then I still had to choose a subscription package before being able to use the app. Company replied SM stacy modisette Dec 28, 2025 I wish there were more times to pic more then one cause my style shifts a lot and I love mix matching and edgy as well and classic and polished Company replied Abigale Wolstenholm 3 days ago Very interesting, not sure what to do from here, where do I get my color palette and style recommendations? Company replied Cathy Harker Jan 3, 2026 Most of the suggestions in the capsule I can see myself wearing and it gave me ideas as to how to mix and match pieces. Company replied AB Abby Jan 5, 2026 I am not quite sure since I barely got to check things out. It’s quite annoying to have a review when first visiting a page or product. Company replied Tanya Dunkle Jan 5, 2026 Loved the insight, and wardrobe options. Limited tight/loose preference settings (nothing for fitted just opposites). Looking forward to trying the custom wardrobe build! Company replied bianca wray Jan 2, 2026 Would have liked to see more outfit options but it seems accurate for my color pallet and budget. Company replied K. King Jan 4, 2026 I joined to get my color palette, and ended up with some good wardrobe recommendations as well! Company replied EM Em 6 days ago I like the quick and easy way to get a color analysis, since I’m unable to do it in person but I would appreciate something that was completely free and not a paid subscription Company replied Brinley Searle 7 days ago this company is doing very well to make people feel better in their fashion sense. Company replied DE Deidra Jan 2, 2026 Good outfit recommendations based on what I have in my closet! I’m happy to know what colors suit me best. Company replied TK Tina Kokosis Jan 3, 2026 Instead of confirming you meant to make the purchase, it just quickly charges you after clicking the price. I also got charged TWICE! Company replied AB Asia Bell 3 days ago This app was helpful in guiding me to find my own personal style. Company replied lois collard Jan 4, 2026 At this point I do not want a recurring payment taken from my account - when i pick i pay.?? Company replied Karyn Gibson 4 days ago I'm a little worried about how to cancel the subscription. I just wanted the trial Company replied LI Liz 6 days ago I can't leave a review yet I haven't had much of a chance to explore the app and see my results Company replied Brittany McDaniel Jan 5, 2026 I’ve tried several other apps and spent money to get reports but this is by far the most organized and user-friendly layout that quickly provided my color analysis info and great styling options that... See more Company replied Chasity Wade Gibbs 4 days ago I did a pretty good job of finding my colors I guess but I'm still all black all the way Company replied LL Linda Lewis Jan 5, 2026 It was a very informative and interesting. I was surprised by what I should be wearing. Company replied CH Chris 6 days ago This is an easy application to use and makes appropriate use of your features to select contemporary styles to suit your figure and colour type. Company replied Sarah Sage 4 days ago I don't like wearing the colors suggested. I feel like they make me look even more pale. Company replied QI Qita 3 days ago Easy to navigate, not really 100% accurate off the bat Company replied Carrie Lott 4 days ago Colors are wrong and that's all I've seen so far and it was just very basic Company replied ED eden 5 days ago i liked how many options were included in each question Company replied Rochelle Sand 4 days ago Sort of boring was expecting more at this point. Company replied SL Senior Lady 4 days ago The “subscription” was an unwelcome surprise. It presented like a one time purchase. Disappointed. Company replied EA Emma Allen 4 days ago Accidentally downloaded way more than realised so cost more Company replied See all 1,120 reviews We perform checks on reviews Company details Stylist Software company Written by the company Stylix is an AI-driven stylist & digital wardrobe app that helps users organize their clothing pieces, check clothes for a personal style match score, and create outfits that flatter their color type, body shape, and aesthetics. With Stylix’s shopping advice and outfit suggestions, users can shop smarter, save time dressing up, and feel more confident in outfits that highlight their best features. See more Contact info United States stylix.app@support-team.app stylix.app 3.4 Average 1K reviews 5-star 4-star 3-star 2-star 1-star How is the TrustScore calculated? Replied to 93% of negative reviews Typically replies within 1 week How this company uses Trustpilot People also looked at Stiligt Stockholm stiligt-stockholm.com 1.9 (14) Astroline astroline.today 4.5 (31K) Stylio - Personal AI Stylist quiz.stylio.fashion 3.5 (16) FxPremiere.com fxpremiere.com 3.9 (4K) FastSpring fastspring.com 2.8 (470) Botanique Paris botaniqueparis.com 4 (1K) Lusha lusha.com 1.3 (717) Halara thehalara.com 4.1 (359K) 3.4 All reviews 1,120 total ● Write a review 5-star 35% 4-star 17% 3-star 17% 2-star 5% 1-star 26% How Trustpilot labels reviews More filters Most recent May use unsupported invitation methods Read more We’ve detected that this company may be asking for reviews in a way that Trustpilot doesn’t support. This can lead to bias and compromise the reliability of reviews. Trustpilot provides companies with free and supported methods to send review invitations. These help ensure that reviews are genuine and asked for in a fair, consistent way. Eva Jimenez US • 1 review 23 minutes ago Amazing !! Found out about this company today, and I am willing to give it a try. I need to change my wardrobe ASAP, and this will definitely help. 13 January 2026 Unprompted review AM Amy US • 1 review 2 hours ago I'm not sure about this yet I'm not sure about this yet. I took the test then had to pay for a subscription to get the results and that wasn't cool. So far they're wanting to charge an additional $30 to get PDFs for the results. I've only been able to see what season they picked for me. 13 January 2026 Unprompted review Beka Knackstedt US • 1 review 2 hours ago Ok help with limited viewing Ok help but not much 12 January 2026 Unprompted review RO Rosa DO • 1 review 3 hours ago Easy to use! 12 January 2026 Unprompted review Jenna Jeffery US • 1 review 4 hours ago It did a pretty good job 12 January 2026 Unprompted review tori q US • 1 review 4 hours ago It was interesting 12 January 2026 Unprompted review evie AU • 1 review 4 hours ago Hoid Good I like it 13 January 2026 Unprompted review Callie Maddox US • 1 review 5 hours ago Review Review review review 12 January 2026 Unprompted review Kayla Stavick US • 1 review 6 hours ago It was ok It was ok. First time trying this app 12 January 2026 Unprompted review michelle Lopez US • 1 review 6 hours ago Awesome Great experience gotta try it 12 January 2026 Unprompted review HC Holly Callahan US • 1 review 6 hours ago It was quick and easy to use 12 January 2026 Unprompted review LY Lynne US • 1 review 7 hours ago Very informative and easy to use 12 January 2026 Unprompted review JE Jess AU • 1 review 8 hours ago Easy and simple! Easy and simple! 13 January 2026 Unprompted review JH Jacobi Hoelscher US • 1 review 9 hours ago Cool app Really cool how they can tell you these things over the phone. 12 January 2026 Unprompted review JU Judy US • 2 reviews 9 hours ago I saw clothes that I’d actually wear. 12 January 2026 Unprompted review Sebah Abdu NO • 1 review 10 hours ago I love it ❤️❤️❤️❤️ 12 January 2026 Unprompted review LD Lindsey Dobrowski US • 1 review 11 hours ago Many options to have Many options to have, surprised by my colors 12 January 2026 Unprompted review AI Aimée US • 2 reviews 11 hours ago It’s making me fill this out and it. It’s making me fill this out and it. 12 January 2026 Unprompted review GC Gary C GB • 2 reviews 12 hours ago Good analysis Good analysis 12 January 2026 Unprompted review Gabbie Lee US • 2 reviews 12 hours ago Too much money Too much money 12 January 2026 Unprompted review Previous 1 2 3 4 Next page The Trustpilot Experience We're open to all Anyone can write a Trustpilot review. People who write reviews have ownership to edit or delete them at any time, and they’ll be displayed as long as an account is active . We champion verified reviews Companies can ask for reviews via automatic invitations. Labeled Verified, they’re about genuine experiences. Learn more about other kinds of reviews. We fight fake reviews We use dedicated people and clever technology to safeguard our platform. Find out how we combat fake reviews . We show the latest reviews Learn about Trustpilot’s review process . We encourage constructive feedback Here are 8 tips for writing great reviews . 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https://ai.google.dev/api/palm?hl=pt-br | PaLM (decommissioned) | Gemini API | Google AI for Developers Ir para o conteúdo principal / English Deutsch Español – América Latina Français Indonesia Italiano Polski Português – Brasil Shqip Tiếng Việt Türkçe Русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 – 简体 中文 – 繁體 日本語 한국어 Conferir a chave de API Manual Comunidade Fazer login Documentos Referência da API Gemini API Documentos Referência da API Conferir a chave de API Manual Comunidade Visão geral Versões da API Recursos Modelos Geração de conteúdo API Live API Live Music API Interactions Tokens Arquivos API Batch Armazenamento em cache Embeddings Pesquisa de arquivos Armazenamentos de pesquisa de arquivos Documento Todos os métodos Descontinuado PaLM (desativado) Referências do SDK Python Go TypeScript Java C# Página inicial Gemini API Referência da API Envie comentários PaLM (decommissioned) Método: models.generateText Endpoint Parâmetros de caminho Corpo da solicitação Representação JSON Corpo da resposta Escopos de autorização Gera uma resposta do modelo com base em uma mensagem de entrada. Endpoint post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:generateText Parâmetros de caminho model string Obrigatório. O nome do Model ou TunedModel a ser usado para gerar a conclusão. Exemplos: models/text-bison-001 tunedModels/sentence-translator-u3b7m. Ele tem a forma models/{model} . Corpo da solicitação O corpo da solicitação contém dados com a seguinte estrutura: Campos prompt object ( TextPrompt ) Obrigatório. O texto de entrada de formato livre fornecido ao modelo como um comando. Dado um comando, o modelo vai gerar uma resposta TextCompletion que ele prevê como a conclusão do texto de entrada. safetySettings[] object ( SafetySetting ) Opcional. Uma lista de instâncias SafetySetting exclusivas para bloquear conteúdo não seguro. que será aplicado no GenerateTextRequest.prompt e no GenerateTextResponse.candidates . Não pode haver mais de uma configuração para cada tipo de SafetyCategory . A API vai bloquear todos os comandos e respostas que não atenderem aos limites definidos por essas configurações. Essa lista substitui as configurações padrão de cada SafetyCategory especificado em "safetySettings". Se não houver um SafetySetting para um determinado SafetyCategory fornecido na lista, a API vai usar a configuração de segurança padrão para essa categoria. As categorias de dano HARM_CATEGORY_DEROGATORY, HARM_CATEGORY_TOXICITY, HARM_CATEGORY_VIOLENCE, HARM_CATEGORY_SEXUAL, HARM_CATEGORY_MEDICAL e HARM_CATEGORY_DANGEROUS são compatíveis com o serviço de texto. stopSequences[] string O conjunto de sequências de caracteres (até 5) que vão interromper a geração de saída. Se especificado, a API vai parar na primeira aparição de uma sequência de parada. Ela não será incluída como parte da resposta. temperature number Opcional. Controla a aleatoriedade da saída. Observação: o valor padrão varia de acordo com o modelo. Consulte o atributo Model.temperature do Model retornado pela função getModel . Os valores podem variar de [0,0, 1,0], inclusive. Um valor mais próximo de 1,0 vai gerar respostas mais variadas e criativas, enquanto um valor mais próximo de 0,0 geralmente resulta em respostas mais diretas do modelo. candidateCount integer Opcional. Número de respostas geradas a serem retornadas. Esse valor precisa estar entre [1, 8], inclusive. Se não for definido, o padrão será 1. maxOutputTokens integer Opcional. O número máximo de tokens a serem incluídos em um candidato. Se não for definido, o padrão será "outputTokenLimit" especificado na especificação Model . topP number Opcional. A probabilidade cumulativa máxima de tokens a serem considerados na amostragem. O modelo usa amostragem combinada Top-k e de núcleo. Os tokens são classificados com base nas probabilidades atribuídas para que apenas os mais prováveis sejam considerados. A amostragem Top-k limita diretamente o número máximo de tokens a serem considerados, enquanto a amostragem de núcleo limita o número de tokens com base na probabilidade cumulativa. Observação: o valor padrão varia de acordo com o modelo. Consulte o atributo Model.top_p do Model retornado pela função getModel . topK integer Opcional. O número máximo de tokens a serem considerados ao fazer a amostragem. O modelo usa amostragem combinada Top-k e de núcleo. A amostragem Top-K considera o conjunto dos topK tokens mais prováveis. O padrão é 40. Observação: o valor padrão varia de acordo com o modelo. Consulte o atributo Model.top_k do Model retornado pela função getModel . Corpo da resposta Se a solicitação for bem-sucedida, o corpo da resposta conterá uma instância de GenerateTextResponse . Método: models.countTextTokens Endpoint Parâmetros de caminho Corpo da solicitação Representação JSON Corpo da resposta Representação JSON Escopos de autorização Executa o tokenizador de um modelo em um texto e retorna a contagem de tokens. Endpoint post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:countTextTokens Parâmetros de caminho model string Obrigatório. O nome do recurso do modelo. Ele serve como um ID para o modelo usar. Esse nome precisa corresponder a um nome de modelo retornado pelo método models.list . Formato: models/{model} . Ele tem o formato models/{model} . Corpo da solicitação O corpo da solicitação contém dados com a seguinte estrutura: Campos prompt object ( TextPrompt ) Obrigatório. O texto de entrada de formato livre fornecido ao modelo como um comando. Corpo da resposta Uma resposta de models.countTextTokens . Ele retorna o tokenCount do modelo para o prompt . Se bem-sucedido, o corpo da resposta incluirá dados com a estrutura a seguir: Campos tokenCount integer O número de tokens que o model tokeniza o prompt . Sempre não negativo. Representação JSON { "tokenCount" : integer } Método: models.generateMessage Endpoint Parâmetros de caminho Corpo da solicitação Representação JSON Corpo da resposta Representação JSON Escopos de autorização Gera uma resposta do modelo com base em uma entrada MessagePrompt . Endpoint post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:generateMessage Parâmetros de caminho model string Obrigatório. O nome do modelo a ser usado. Formato: name=models/{model} . Ele tem o formato models/{model} . Corpo da solicitação O corpo da solicitação contém dados com a seguinte estrutura: Campos prompt object ( MessagePrompt ) Obrigatório. A entrada textual estruturada fornecida ao modelo como um comando. Com base em um comando, o modelo retorna o que ele prevê que será a próxima mensagem na conversa. temperature number Opcional. Controla a aleatoriedade da saída. Os valores podem variar em [0.0,1.0] , inclusive. Um valor mais próximo de 1.0 vai gerar respostas mais variadas, enquanto um valor mais próximo de 0.0 geralmente resulta em respostas menos surpreendentes do modelo. candidateCount integer Opcional. O número de mensagens de resposta geradas a serem retornadas. Esse valor precisa estar entre [1, 8] , inclusive. Se não for definido, o padrão será 1 . topP number Opcional. A probabilidade cumulativa máxima de tokens a serem considerados na amostragem. O modelo usa amostragem combinada Top-k e de núcleo. A amostragem de núcleo considera o menor conjunto de tokens cuja soma de probabilidade é pelo menos topP . topK integer Opcional. O número máximo de tokens a serem considerados ao fazer a amostragem. O modelo usa amostragem combinada Top-k e de núcleo. A amostragem Top-K considera o conjunto dos topK tokens mais prováveis. Corpo da resposta A resposta do modelo. Isso inclui mensagens de candidatos e o histórico de conversas na forma de mensagens ordenadas cronologicamente. Se bem-sucedido, o corpo da resposta incluirá dados com a estrutura a seguir: Campos candidates[] object ( Message ) Mensagens de resposta candidatas do modelo. messages[] object ( Message ) O histórico de conversa usado pelo modelo. filters[] object ( ContentFilter ) Um conjunto de metadados de filtragem de conteúdo para o texto do comando e da resposta. Isso indica quais SafetyCategory s bloquearam um candidato dessa resposta, o HarmProbability mais baixo que acionou um bloqueio e a configuração de HarmThreshold para essa categoria. Representação JSON { "candidates" : [ { object ( Message ) } ] , "messages" : [ { object ( Message ) } ] , "filters" : [ { object ( ContentFilter ) } ] } Método: models.countMessageTokens Endpoint Parâmetros de caminho Corpo da solicitação Representação JSON Corpo da resposta Representação JSON Escopos de autorização Executa o tokenizador de um modelo em uma string e retorna a contagem de tokens. Endpoint post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:countMessageTokens Parâmetros de caminho model string Obrigatório. O nome do recurso do modelo. Ele serve como um ID para o modelo usar. Esse nome precisa corresponder a um nome de modelo retornado pelo método models.list . Formato: models/{model} . Ele tem o formato models/{model} . Corpo da solicitação O corpo da solicitação contém dados com a seguinte estrutura: Campos prompt object ( MessagePrompt ) Obrigatório. O comando, cuja contagem de tokens será retornada. Corpo da resposta Uma resposta de models.countMessageTokens . Ele retorna o tokenCount do modelo para o prompt . Se bem-sucedido, o corpo da resposta incluirá dados com a estrutura a seguir: Campos tokenCount integer O número de tokens que o model tokeniza o prompt . Sempre não negativo. Representação JSON { "tokenCount" : integer } Método: models.embedText Endpoint Parâmetros de caminho Corpo da solicitação Representação JSON Corpo da resposta Representação JSON Escopos de autorização Gera um embedding do modelo com base em uma mensagem de entrada. Endpoint post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:embedText Parâmetros de caminho model string Obrigatório. O nome do modelo a ser usado com o formato model=models/{model}. Ele tem o formato models/{model} . Corpo da solicitação O corpo da solicitação contém dados com a seguinte estrutura: Campos text string Opcional. O texto de entrada livre que o modelo vai transformar em um embedding. Corpo da resposta A resposta a um EmbedTextRequest. Se bem-sucedido, o corpo da resposta incluirá dados com a estrutura a seguir: Campos embedding object ( Embedding ) Apenas saída. O embedding gerado com base no texto de entrada. Representação JSON { "embedding" : { object ( Embedding ) } } Método: models.batchEmbedText Endpoint Parâmetros de caminho Corpo da solicitação Representação JSON Corpo da resposta Representação JSON Escopos de autorização EmbedTextRequest Representação JSON Gera várias incorporações do modelo com base no texto de entrada em uma chamada síncrona. Endpoint post https: / /generativelanguage.googleapis.com /v1beta /{model=models /*}:batchEmbedText Parâmetros de caminho model string Obrigatório. O nome do Model a ser usado para gerar o embedding. Exemplos: models/embedding-gecko-001. Ele tem o formato models/{model} . Corpo da solicitação O corpo da solicitação contém dados com a seguinte estrutura: Campos texts[] string Opcional. Os textos de entrada de formato livre que o modelo vai transformar em um embedding. O limite atual é de 100 textos, e um erro será gerado se esse número for excedido. requests[] object ( EmbedTextRequest ) Opcional. Solicitações de incorporação para o lote. Apenas um de texts ou requests pode ser definido. Corpo da resposta A resposta a um EmbedTextRequest. Se bem-sucedido, o corpo da resposta incluirá dados com a estrutura a seguir: Campos embeddings[] object ( Embedding ) Apenas saída. Os embeddings gerados com base no texto de entrada. Representação JSON { "embeddings" : [ { object ( Embedding ) } ] } EmbedTextRequest Solicitação para receber um embedding de texto do modelo. Campos model string Obrigatório. O nome do modelo a ser usado com o formato model=models/{model}. text string Opcional. O texto de entrada livre que o modelo vai transformar em um embedding. Representação JSON { "model" : string , "text" : string } ContentFilter Representação JSON BlockedReason Metadados de filtragem de conteúdo associados ao processamento de uma única solicitação. O ContentFilter contém um motivo e uma string de suporte opcional. O motivo pode não ter sido especificado. Campos reason enum ( BlockedReason ) O motivo pelo qual o conteúdo foi bloqueado durante o processamento da solicitação. message string Uma string que descreve o comportamento de filtragem com mais detalhes. Representação JSON { "reason" : enum ( BlockedReason ) , "message" : string } BlockedReason Uma lista de motivos pelos quais o conteúdo pode ter sido bloqueado. Enums BLOCKED_REASON_UNSPECIFIED Um motivo de bloqueio não foi especificado. SAFETY O conteúdo foi bloqueado pelas configurações de segurança. OTHER O conteúdo foi bloqueado, mas o motivo não foi categorizado. Incorporação Representação JSON Uma lista de pontos flutuantes que representam a incorporação. Campos value[] number Os valores de embedding. Representação JSON { "value" : [ number ] } Mensagem Representação JSON A unidade básica de texto estruturado. Um Message inclui um author e o content do Message . O author é usado para marcar mensagens quando elas são inseridas no modelo como texto. Campos author string Opcional. O autor desta mensagem. Isso serve como uma chave para adicionar tags ao conteúdo desta mensagem quando ela é enviada ao modelo como texto. O autor pode ser qualquer string alfanumérica. content string Obrigatório. O conteúdo de texto do Message estruturado. citationMetadata object ( CitationMetadata ) Apenas saída. Informações de citação para content gerados por modelos neste Message . Se esse Message foi gerado como saída do modelo, esse campo poderá ser preenchido com informações de atribuição para qualquer texto incluído no content . Este campo é usado apenas na saída. Representação JSON { "author" : string , "content" : string , "citationMetadata" : { object ( CitationMetadata ) } } MessagePrompt Representação JSON Exemplo Representação JSON Todo o texto de entrada estruturado transmitido ao modelo como um comando. Um MessagePrompt contém um conjunto estruturado de campos que fornecem contexto para a conversa, exemplos de pares de mensagens de entrada do usuário/saída do modelo que preparam o modelo para responder de diferentes maneiras e o histórico da conversa ou a lista de mensagens que representam os turnos alternados da conversa entre o usuário e o modelo. Campos context string Opcional. Texto que deve ser fornecido ao modelo primeiro para fundamentar a resposta. Se não estiver vazio, esse context será fornecido ao modelo primeiro, antes de examples e messages . Ao usar um context , forneça-o em todas as solicitações para manter a continuidade. Esse campo pode ser uma descrição do seu comando para o modelo, ajudando a fornecer contexto e orientar as respostas. Exemplos: "Traduza a frase do inglês para o francês" ou "Classifique o sentimento de uma declaração como feliz, triste ou neutro". Tudo o que for incluído nesse campo terá precedência sobre o histórico de mensagens se o tamanho total da entrada exceder o inputTokenLimit do modelo e a solicitação de entrada for truncada. examples[] object ( Example ) Opcional. Exemplos do que o modelo deve gerar. Isso inclui a entrada do usuário e a resposta que o modelo deve imitar. Esses examples são tratados de forma idêntica às mensagens de conversa, exceto que têm precedência sobre o histórico em messages : se o tamanho total da entrada exceder o inputTokenLimit do modelo, a entrada será truncada. Os itens serão removidos de messages antes de examples . messages[] object ( Message ) Obrigatório. Um snapshot do histórico de conversas recentes classificado em ordem cronológica. As falas alternam entre dois autores. Se o tamanho total da entrada exceder o inputTokenLimit do modelo, a entrada será truncada: os itens mais antigos serão descartados de messages . Representação JSON { "context" : string , "examples" : [ { object ( Example ) } ] , "messages" : [ { object ( Message ) } ] } Exemplo Um exemplo de entrada/saída usado para instruir o modelo. Ele demonstra como o modelo deve responder ou formatar a resposta. Campos input object ( Message ) Obrigatório. Exemplo de uma entrada Message do usuário. output object ( Message ) Obrigatório. Um exemplo do que o modelo deve gerar com base na entrada. Representação JSON { "input" : { object ( Message ) } , "output" : { object ( Message ) } } GenerateTextResponse Representação JSON TextCompletion Representação JSON SafetyFeedback Representação JSON A resposta do modelo, incluindo conclusões candidatas. Campos candidates[] object ( TextCompletion ) Respostas candidatas do modelo. filters[] object ( ContentFilter ) Um conjunto de metadados de filtragem de conteúdo para o texto do comando e da resposta. Isso indica quais SafetyCategory s bloquearam um candidato dessa resposta, o HarmProbability mais baixo que acionou um bloqueio e a configuração de HarmThreshold para essa categoria. Isso indica a menor mudança no SafetySettings necessária para desbloquear pelo menos uma resposta. O bloqueio é configurado pelo SafetySettings na solicitação (ou o SafetySettings padrão da API). safetyFeedback[] object ( SafetyFeedback ) Retorna qualquer feedback de segurança relacionado à filtragem de conteúdo. Representação JSON { "candidates" : [ { object ( TextCompletion ) } ] , "filters" : [ { object ( ContentFilter ) } ] , "safetyFeedback" : [ { object ( SafetyFeedback ) } ] } TextCompletion Texto de saída retornado de um modelo. Campos output string Apenas saída. O texto gerado retornado do modelo. safetyRatings[] object ( SafetyRating ) Classificações para a segurança de uma resposta. Há no máximo uma classificação por categoria. citationMetadata object ( CitationMetadata ) Apenas saída. Informações de citação para output gerados por modelos neste TextCompletion . Esse campo pode ser preenchido com informações de atribuição para qualquer texto incluído no output . Representação JSON { "output" : string , "safetyRatings" : [ { object ( SafetyRating ) } ] , "citationMetadata" : { object ( CitationMetadata ) } } SafetyFeedback Feedback de segurança para uma solicitação inteira. Esse campo é preenchido se o conteúdo na entrada e/ou resposta for bloqueado devido às configurações de segurança. O SafetyFeedback pode não existir para todas as HarmCategory. Cada SafetyFeedback vai retornar as configurações de segurança usadas pela solicitação, bem como a menor HarmProbability que deve ser permitida para retornar um resultado. Campos rating object ( SafetyRating ) Classificação de segurança avaliada com base no conteúdo. setting object ( SafetySetting ) Configurações de segurança aplicadas à solicitação. Representação JSON { "rating" : { object ( SafetyRating ) } , "setting" : { object ( SafetySetting ) } } TextPrompt Representação JSON Texto fornecido ao modelo como um comando. O modelo vai usar esse TextPrompt para gerar uma conclusão de texto. Campos text string Obrigatório. O texto do comando. Representação JSON { "text" : string } Envie comentários Exceto em caso de indicação contrária, o conteúdo desta página é licenciado de acordo com a Licença de atribuição 4.0 do Creative Commons , e as amostras de código são licenciadas de acordo com a Licença Apache 2.0 . Para mais detalhes, consulte as políticas do site do Google Developers . Java é uma marca registrada da Oracle e/ou afiliadas. Última atualização 2025-07-24 UTC. Quer enviar seu feedback? 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https://www.cisco.com/site/cz/cs/about/sitemap.html | Mapa webu - Cisco Skip to main content Skip to search Skip to footer Cisco.com Česká republika Produkty a služby Close Řešení Close Podpora Close Vzdělávání Close Proč Cisco Close Partneři Close Objevte produkty Cisco Jak nakupovat Partneři CS CZ Přihlásit se Objevte produkty Cisco Vyhledat NABÍDKA ZAVŘÍT Jak nakupovat Partneři Přihlásit se CS CZ Close Close Close Close Close Dobrý den, jak vám mohu pomoci? Mapa webu Oblíbené odkazy Kariérní certifikace Kariérní příležitosti Případové studie a příběhy zákazníků Cisco Commerce Komunita Kontaktujte nás Networking Academy Přihlášení partnerů Hlavní stránka produktů Trust Center Zobrazit více O společnosti Cisco Společnost Přehled Newsroom Vedení Účel a udržitelnost Kariérní příležitosti Trust Center Kontaktujte nás Vztahy s investory Hlavní stránka vztahů s investory Výroční zprávy Finanční výsledky Burzovní informace Vztahy s analytiky Kontaktujte nás Komunita společnosti Cisco Cisco Insider Cisco Research Cisco Store Cisco Talos Mapa výpadků internetového připojení (ThousandEyes) Outshift by Cisco Zobrazit více Produkty Nabízené produkty Cisco AI Defense Platforma Cisco Intersight Cisco Networking Cloud Cisco Secure Client (včetně AnyConnect) Cisco Secure Firewall Cisco Webex Suite Datová centra a cloudové sítě Přepínače Směrovače a přístroje SD-WAN Bezdrátové produkty Všechny produkty Hlavní stránka produktů Produkty od A do Z Spolupráce Výpočetní systémy Sítě Zabezpečení Splunk AppDynamics Software Stažení mobilních aplikací Zdroje Případové studie a příběhy zákazníků Cisco Power Calculator Ověřeno společností Cisco Dodržování předpisů Demoverze, školení a sandboxy dCloud Produkty s ukončeným prodejem a ukončenou životností Přehledy, demoverze a výukové programy Zkušební verze a demoverze Šablony Visio Záruky Zobrazit více Řešení Nabízená řešení Umělá inteligence Cisco on Cisco Secure Access Service Edge (SASE) Poskytovatelé služeb Malé a střední podniky Chytré budovy Přístup Zero Trust od společnosti Cisco Všechna řešení Hlavní stránka řešení Spolupráce Výpočetní systémy Sítě Zabezpečení Oborová řešení Průzkumník portfolií oboru Města a komunity Vzdělávání Finanční služby Vláda Zdravotní péče Výroba Důlní průmysl Nafta a plyn Maloobchod Sport, média a zábava Doprava Energie Zobrazit více Služby Nabízené služby Pokročilé služby Služby Cisco Lifecycle Services Smart Net Total Care Podpora softwaru Podpora řešení Success Tracks Všechny služby Hlavní stránka služeb Spolupráce Výpočetní systémy Sítě Přehlednost (Splunk) Zabezpečení Případy využití Moderní datové centrum Zobrazit více Podpora Pro produkty Všechny produkty Všechna stažení softwaru Koncové body spolupráce a telefony Směrovače Zabezpečení Přepínače Unified Communications Bezdrátové produkty Kontaktovat podporu Komunita Podpora licencí Reklamační portál (RMA) Manažer případů podpory Podpora akvizicí Telefonní čísla pro malé podniky Další telefonní čísla (celý svět) Nástroje a zdroje Poradenství pro zabezpečení Důležitá oznámení Moje zařízení Moje oznámení Nástroj hledání chyb Vývoj softwaru Kontrola pokrytí zařízení Všechny nástroje podpory Zobrazit více Vzdělávání Vzdělávání ve společnosti Cisco Kariérní certifikace Certifikační zkoušky Cisco Learning Network Cisco Networking Academy Cisco U. DevNet Packet Tracer (simulace sítě) Všechna školení a certifikace Akce a webové semináře Hlavní stránka akcí Kalendář akcí Cisco Live Webináře řešení Technologické webináře Technologická témata Zabezpečení AI aplikací Jak nastavit směrovač Jak nastavit přepojovač sítě Co je kybernetická bezpečnost? Co je datové centrum? Co je brána firewall? Co je síť LAN? Co je Wi-Fi 7? Všechna technologická témata Zobrazit více Jak nakupovat Nákup u společnosti Cisco Centrum nákupů Financování Cisco Capital Cisco Refresh (repasovaná zařízení) Naplánovat hovor Zahájit chat Nákup prostřednictvím prodejců či online Seznamte se s našimi partnery Vyhledání prodejce Správa objednávek služeb a smluv Malé a střední firmy Licence Enterprise Agreement Centrum licencí Softwarová centrála Zobrazit více Partneři Partnerský program společnosti Cisco Jak se stát partnerem Pobídky pro partnery Specializace partnera Nástroje a zdroje pro partnery Cisco Commerce Konference partnerů společnosti Cisco Můj profil Zpětná vazba partnerů Školení partnerů SalesConnect Další nástroje a zdroje pro partnery Podpora pro partnery Podpora předprodeje Manažer případů podpory Všechny možnosti podpory pro partnery Zobrazit více Rychlé odkazy O společnosti Cisco Kontaktujte nás Kariéra Spojení s partnerem Zdroje a právní informace Zpětná vazba Nápověda Smluvní podmínky Prohlášení o ochraně osobních údajů Soubory cookie Ochranné známky Transparentnost dodavatelského řetězce Mapa webu © Cisco Systems, Inc. | 2026-01-13T09:29:52 |
https://cursor.com/ja/careers/engineering-manager-devex#main | Engineering Manager, DevEx - Cursor · Cursor コンテンツへスキップ Cursor 機能 企業 料金プラン リソース ↓ 変更履歴 ブログ ドキュメント ↗ コミュニティ 学習 ↗ ワークショップ フォーラム ↗ 採用情報 機能 企業 料金プラン リソース → ログイン ダウンロード Careers Engineering Manager, DevEx Engineering · Full-time · SF / NY Apply ↓ Role You will lead and contribute as a engineering manager on the DevEx team, helping build the systems, tools, and workflows that make every Cursor developer incredibly productive. Your team’s mission is to create a world-class developer experience inside Cursor: fast builds, intuitive tooling, reliable environments, and seamless CI/CD. You’ll design, build, and operate the foundations that power our engineering organization—from local development to global deployments. You’ll set technical direction, write and review code, and collaborate across teams to make it effortless for developers to build, test, and ship quickly. Excellence means Cursor engineers feel like they’re working in the best development environment in the world—one so effective that parts of it could eventually become external features of Cursor itself. Example projects... Building a multi-platform development environment that works seamlessly across macOS, Windows, and Linux. Designing and maintaining CI/CD systems—merge queues, build caching, flaky test quarantine, observability, and safe rollout pipelines. Automating developer machine provisioning—from laptop setup and reset automation to interview and onboarding workflows. Partnering with backend and infrastructure teams to ensure local testing and debugging “just work”, with full parity between development and CI environments. You might be a fit if you... Have experience leading developer productivity, platform, or infrastructure engineering teams, while remaining hands-on. Regularly write and review code, and enjoy improving build systems, scripting CI pipelines, and refining developer tooling. Have built and maintained tooling or infrastructure for large-scale or multi-language codebases. Care about developer velocity, reliability, and maintainability, and approach these with sound technical judgment. Are energized by improving feedback loops, and making development feel effortless, fast, and enjoyable. About Our mission is to automate coding. The first step in our journey is to build the best tool for professional programmers, using a combination of inventive research, design, and engineering. Our organization is very flat, and our team is small and talent dense. We particularly like people who are truthseeking, passionate, and creative. We enjoy spirited debate, crazy ideas, and shipping code. We're in-person with cozy offices in North Beach, San Francisco and Manhattan, New York, replete with well-stocked libraries. Applying If there appears to be a fit, we'll reach to schedule 2-3 interviews. After, we'll schedule an onsite in our office, where you'll work on a small project, discuss ideas, and meet the team. Apply for this role Name * Email * Resume ↥ Upload file LinkedIn URL GitHub Profile Please write a short note on a project you're proud of: Submit application → 製品 機能 企業 Web Agents Bugbot CLI 料金プラン リソース ダウンロード 変更履歴 ドキュメント ↗ 学習 ↗ フォーラム ↗ ステータス ↗ 会社情報 採用情報 ブログ コミュニティ ワークショップ 学生 ブランド 法務 利用規約 プライバシーポリシー データ利用 セキュリティ 接続 X ↗ LinkedIn ↗ YouTube ↗ © 2026 Cursor 🛡 SOC 2認証取得済み 🌐 日本語 ↓ English 简体中文 日本語 ✓ 繁體中文 コンテンツへスキップ Cursor 機能 企業 料金プラン リソース ↓ 変更履歴 ブログ ドキュメント ↗ コミュニティ 学習 ↗ ワークショップ フォーラム ↗ 採用情報 機能 企業 料金プラン リソース → ログイン ダウンロード Careers Engineering Manager, DevEx Engineering · Full-time · SF / NY Apply ↓ Role You will lead and contribute as a engineering manager on the DevEx team, helping build the systems, tools, and workflows that make every Cursor developer incredibly productive. Your team’s mission is to create a world-class developer experience inside Cursor: fast builds, intuitive tooling, reliable environments, and seamless CI/CD. You’ll design, build, and operate the foundations that power our engineering organization—from local development to global deployments. You’ll set technical direction, write and review code, and collaborate across teams to make it effortless for developers to build, test, and ship quickly. Excellence means Cursor engineers feel like they’re working in the best development environment in the world—one so effective that parts of it could eventually become external features of Cursor itself. Example projects... Building a multi-platform development environment that works seamlessly across macOS, Windows, and Linux. Designing and maintaining CI/CD systems—merge queues, build caching, flaky test quarantine, observability, and safe rollout pipelines. Automating developer machine provisioning—from laptop setup and reset automation to interview and onboarding workflows. Partnering with backend and infrastructure teams to ensure local testing and debugging “just work”, with full parity between development and CI environments. You might be a fit if you... Have experience leading developer productivity, platform, or infrastructure engineering teams, while remaining hands-on. Regularly write and review code, and enjoy improving build systems, scripting CI pipelines, and refining developer tooling. Have built and maintained tooling or infrastructure for large-scale or multi-language codebases. Care about developer velocity, reliability, and maintainability, and approach these with sound technical judgment. Are energized by improving feedback loops, and making development feel effortless, fast, and enjoyable. About Our mission is to automate coding. The first step in our journey is to build the best tool for professional programmers, using a combination of inventive research, design, and engineering. Our organization is very flat, and our team is small and talent dense. We particularly like people who are truthseeking, passionate, and creative. We enjoy spirited debate, crazy ideas, and shipping code. We're in-person with cozy offices in North Beach, San Francisco and Manhattan, New York, replete with well-stocked libraries. Applying If there appears to be a fit, we'll reach to schedule 2-3 interviews. After, we'll schedule an onsite in our office, where you'll work on a small project, discuss ideas, and meet the team. Apply for this role Name * Email * Resume ↥ Upload file LinkedIn URL GitHub Profile Please write a short note on a project you're proud of: Submit application → 製品 機能 企業 Web Agents Bugbot CLI 料金プラン リソース ダウンロード 変更履歴 ドキュメント ↗ 学習 ↗ フォーラム ↗ ステータス ↗ 会社情報 採用情報 ブログ コミュニティ ワークショップ 学生 ブランド 法務 利用規約 プライバシーポリシー データ利用 セキュリティ 接続 X ↗ LinkedIn ↗ YouTube ↗ © 2026 Cursor 🛡 SOC 2認証取得済み 🌐 日本語 ↓ English 简体中文 日本語 ✓ 繁體中文 | 2026-01-13T09:29:52 |
https://www.cisco.com/site/us/en/about/purpose/fy24-report/index.html#bar_tall | FY24 Purpose Report - Cisco Skip to main content Skip to search Skip to footer Cisco.com Worldwide Products and Services Close Solutions Close Support Close Learn Close Why Cisco Close Partners Close Trials and demos How to buy Partners EN US Profile Log in Trials and demos MENU CLOSE How to buy Partners Profile Log in EN US Close Close Close Close Close Hello, how can I help? About Purpose Power an Inclusive Future for All FY24 Purpose Report Celebrating 40 Years of Impact Driven by our Purpose, we combine our technology, people, and broader networks to address society's greatest challenges. We share the progress we've made in our annual report. FY24 Purpose Report (PDF) Overview Explore the Report Looking Ahead FY24 Purpose Report 40 Years of Impact We built the digital highways that have become the backbone for modern communication. Now, we’re harnessing the power of connection to build a better future for people, communities, and the planet. For 40 years, connection has been core to Cisco’s identity. At Cisco, we’re proud of how our products and services bridge gaps, enable collaboration, and drive sustainability in meaningful ways. We prove every day that running a successful business with a commitment to do good makes progress possible. Letter from the CEO Our Timeline of Impact 1984 Cisco Systems, Inc Developed by Sandy Lerner and Leonard Bosack with a team of colleagues at Stanford University, the multiprotocol router connected disparate computer networks, leading to Cisco’s founding. 1997 Cisco Networking Academy Launched to educate high school and college students on how to design, install, and maintain computer networks. 1997 Cisco Foundation Established to support programs that leverage the Internet to help people in need and drive positive change. 1998 Cisco Community Investment Report Published report detailing Cisco’s philanthropic and community investment efforts. 1999 NetAid Harnessed the Internet to raise US$830K to end global poverty. By live-streaming celebrated musicians across three locations, NetAid garnered 2.4M views across 80 countries and set a record for the largest Internet broadcast event for a single day. 2000 Habitat for Humanity Provided funding and volunteer support to build homes and wire houses for Internet access. 2005 Corporate Citizenship Report Made a formal commitment to transparency and accountability by publishing details on Cisco's Corporate Social Responsibility efforts. 2005 Crisis Response Deployed communications equipment to assist emergency personnel in the aftermath of Hurricane Katrina and formed a dedicated emergency response team. 2006 Goal to Reduce Emissions Set our first greenhouse gas emissions reduction goal. 2011 Veterans Program Established program to help transitioning U.S. military veterans and families find employment and educational opportunities. 2011 On-Campus Solar Energy Installed first solar energy project at Cisco's Research Triangle Park campus. 2012 Global Human Rights Policy Formalized our commitment to respect human rights for all people. 2014 Talos Formed to provide accurate, rapid, and actionable threat intelligence for Cisco customers, products, and services. 2015 Country Digital Acceleration Launched program to collaborate with government and private sector leaders in building sustainable, secure, and inclusive communities. 2016 White House Equal Pay Pledge Became a founding signer of the White House Equal Pay Pledge and committed to paying employees fairly and equitably. 2018 Homelessness Grant Announced a five-year, US$50M commitment to end homelessness in Santa Clara County. 2019 Global Citizen Announced a partnership with Global Citizen to power the movement to end extreme poverty. 2020 Community Enablement Commitment Transformed longstanding advocacy for community enablement into a global, company-wide commitment. 2020 COVID-19 Response Introduced $2.5B financing program to support customers and keep businesses running; donated US$50M in cash and personal protective equipment (PPE) to organizations supporting vulnerable citizens; and provided funding to deploy COVID-19-related technology solutions. 2021 Cisco Foundation Climate Commitment Committed US$100M over the next 10 years to address climate change. 2021 Net Zero Announced a goal to reach net-zero greenhouse gas emissions across our value chain by 2040. 2022 Responsible AI Launched our Responsible AI (RAI) Principles and RAI Framework to formalize our commitment to build safe and trustworthy AI. 2023 One Billion Lives Exceeded our goal—ahead of schedule—to positively impact one billion people globally from FY16-FY23 through Cisco Networking Academy and social innovation grants. 2024 40 Communities Announcing our next big ambition: over the next 10 years, we plan to engage, support, and invest in 40 communities around the globe. Previous Next Explore this year’s report View all Power Power We build and deliver technology that powers the world’s connectivity, whether that’s between computers, throughout communities, or across continents. And we do so with the highest standards of ethics and integrity in mind—for ourselves, for our customers and partners, and for their users. That’s the power, and importance, of connection. Explore the Power section 0 1600 Active, completed, or in-pipeline projects across 50 countries through Country Digital Acceleration 0 B 800 billion Security events observed each day by Cisco Talos, protecting the world against cyber threats 0 27 Languages available for stakeholders to use Cisco’s EthicsLine 0 % 99.9% Of employees completed our annual Code of Business Conduct certification Featured Stories Connectivity in the Amazon The first floating Networking Academy provides free WiFi within a 30-meter radius, offers IT training, and promotes digital inclusion for communities. Responsible Mineral Sourcing We joined the Initiative for Responsible Mining Assurance to support the visibility, accountability, and inclusion of rightsholders as decision-makers at all levels of the mineral supply chain. Show more Inclusive Inclusive We’re recognized as one of the world’s best workplaces, and we have an unrelenting focus on employee wellbeing, benefits, giving, and inclusion. We strive to create the best possible employee experience, because we know our greatest asset is our people. Explore the Inclusive section 0 % 86% Employees participated in community impact efforts through donations, volunteering, and more 0 720,000 Volunteer hours logged by employees Launched BridgeIT, a Cisco Enterprise Chat AI, to intelligently guide employees and help them work faster, safer, and smarter 0 31 Inclusive Communities with 335 chapters across 77 countries Featured Stories Native American Network Cisco’s Native American Network deployed 18 sovereign broadband access points on Zuni tribal lands in New Mexico to help close the digital divide. Wellbeing in Technology The "WellNest" on Webex pilot supports physical, mental, social, and financial wellbeing through an intuitive AI-powered platform. Show more Future Future Cisco has been committed to reducing its environmental impact for nearly two decades, but there’s more to be done as we work toward a regenerative future. Our sustainability strategy, the Plan for Possible, guides us as we build our products, accelerate clean energy access, support suppliers’ reduced environmental impacts, and foster climate resiliency in communities. Explore the Future section 0 % 96% Of electricity for Cisco facilities came from renewable sources 0 % 73% Reduction in Scope 1 and 2 emissions FY25 goal: 90% reduction 0 % 75% Of the waste generated at our facilities was diverted from landfill globally 0 % 96% Of new Cisco products and packaging incorporate Circular Design Principles FY25 goal: 100% meeting circular design criteria Featured Stories Connected Conservation Cisco donated Cisco Meraki routers to African Parks to help them harness reliable Internet technology. Cisco Refresh We provide a second life to our products and reduce waste through the Cisco Refresh program, and we provide discounts to businesses joining the circular economy. Show more For All For All Through our technology, our people, and our broader networks, we create solutions that help address the world’s most critical challenges—from the AI skills gap to social inequities to environmental crises. We continue to show up to create a better future for all, by all, with all stakeholders who share our vision. Explore the For All section 0 M 24 million Cisco Networking Academy students since 1997 0 + 30 plus Natural disasters and humanitarian crises responded to by Cisco Crisis Response $ 0 M USD 35 million US dollars Approved to fund climate solutions through the Cisco Foundation since FY21 $ 0 B USD 1.5 billion US dollars In Title IV Federal Funding that we helped preserve for HBCUs since FY20 Featured Stories Women Rock-IT Women Rock-IT celebrated 10 years, and their annual International Girls in ICT day programming reached 1.2 million on social media. Impact in India Cisco partners with NGOs and government agencies in India to create technology-based solutions that support critical human needs. View all Looking Ahead To celebrate our 40th year, we’re looking ahead to our future with Splunk and how we can drive even greater success for our customers, partners, employees, and communities together. There’s no better way to celebrate our anniversary than setting our next big ambition to propel us into the future. Learn more from Chief People, Policy & Purpose Officer Fran Katsoudas on what’s next for Cisco’s Purpose work. Explore “Looking Ahead” 40 Years of Impact Power an Inclusive Future for All Driven by our Purpose, we combine our technology, people, and broader networks to address society's greatest challenges. We share the progress we've made in our annual report. FY24 Purpose Report (PDF) Purpose Reporting Hub Quick Links About Cisco Contact Us Careers Connect with a partner Resources and Legal Feedback Help Terms & Conditions Privacy Cookies / Do not sell or share my personal data Accessibility Trademarks Supply Chain Transparency Newsroom Sitemap © Cisco Systems, Inc. | 2026-01-13T09:29:52 |
https://ie.trustpilot.com/review/stylix.app | Stylix Reviews | Read Customer Service Reviews of stylix.app Suggested companies Stiligt Stockholm stiligt-stockholm.com • 14 reviews 1.9 Astroline astroline.today • 31K reviews 4.5 Stylio - Personal AI Stylist quiz.stylio.fashion • 16 reviews 3.5 Categories Blog Log in For businesses For businesses Log in Categories Blog Beauty & Well-being Salons & Clinics Stylist Stylix Summary About Reviews Visit website Write a review Visit website Claimed profile Stylix Reviews 1,120 • 3.4 Stylist Write a review Visit website Write a review Companies on Trustpilot aren't allowed to offer incentives or pay to hide reviews. Review summary Based on reviews, created with AI Most reviewers were somewhat happy with their experience overall. Consumers appreciate the app's user-friendly interface and the personalized style recommendations it offers. Many find the color analysis insightful and useful for identifying flattering colors. People also value the app's ability to provide outfit ideas and guidance, especially for those seeking to enhance their fashion sense or understand what styles suit them best. However, some consumers express concerns regarding the payment structure, mentioning unexpected subscription charges and a desire for clearer pricing information. The app and product recommendations receive mixed feedback, with some users finding them relevant and inspiring, while others feel they lack variety or accuracy. Some reviewers would like to see more options to better define their style. See more Based on these reviews TU Tulip 4 days ago It’s quite involved. This is a pro and a con. I’d like answers quicker with less Interruption. However, I understand it takes time to figure out what works best Company replied SH Savannah Hartbarger Jan 2, 2026 I believe the prices are high to just obtain the information . Wonderful app to help create good color palette for those that have a hard time with that , but over all it’s nice to have an app like t... See more Company replied Nikki MacLaren Jan 1, 2026 The questions are easy to answer and the overall look of the service so far is great. However, I did freak out with the unexpected charges that appeared in my account. Please start making it clear wha... See more Company replied CO Cole Dec 22, 2025 Color recommendations were cool and useful, clothing was H&M heavy due to the Apps limited understanding of style nuance and variation. Basically comes down to a lack of options for different styles.... See more Company replied Jamie Griggs 4 days ago Ideas and selection of outfit pieces. I feel that not only do I have all the basic issues but also I really don't feel my age i feel a lot younger and I like different types of trendy clothes. I don't... See more Company replied AD Adrian Daniels 4 days ago I thought I was getting access to a guide for a week for 4.99 but then when I was done the quiz, I was trying to access the results, and the layout was sneaky, showing more purchases for people to buy... See more Company replied EL Elizabeth 4 days ago The questions were thorough and seemed to ask all the necessary information. Maybe my picture wasn’t a good option but I’m not sure the colors picked for me were accurate Company replied CM C M Dec 27, 2025 Nothing has happened on your app yet. It keeps giving me to discuss my experience and won’t let me get to the next stage until I make a comment so here’s my comment I seen anything impressive because... See more Company replied Valerie Dec 30, 2025 I just started using this app. I am still learning but the options this app gives you to help you bring your style to life is amazing. I don’t give many apps like this a try, but this caught my eye! D... See more Company replied CO Consumer 6 days ago App doesn’t give me much actually. I feel it has different versions of seasonal colour definitions than what I have researched elsewhere. Company replied FA Favour Jan 6, 2026 It was great and refreshing to see especially since I can’t afford a stylist yet. However I wish I can download the report I wonder if there is an option for that Company replied AF Annie Farina Jan 5, 2026 I just started, but I like how easy this is going. I don’t know why it’s not in Canadian dollars though and a 300$ Zara bag is not budget friendly, just saying Company replied RA Rachel Jan 2, 2026 It’s easy to use and has neat information. It’s helpful for inspiration and guidance. I’ve always wanted to know what colors flatter me best, this was cool. Company replied BR Brandy Jan 4, 2026 Well, as of right now I’d give it a 1-2 stars. It said it would give me all this info including wardrobe advice and shopping help, and all it’s given me is my color palette. Company replied EV Eve Dec 29, 2025 I liked that it let me swipe through outfits like a tinder match so I could define more or my style than just choosing a type. First group of outfits wasn’t my style but with some critique it got it d... See more Company replied LH - 7 days ago Easy to use, great questions, choice of style just slightly off because AI thought my hair was darker than it really is Company replied Nancy Fruits 5 days ago Spot on analysis of my features and coloring. Choices of colors just confirmed my favorites in fashion. Thank you for this experience. Company replied AL Amy Lawrence Jan 2, 2026 Seems like I have too much control to show what it generates. Should be able to submit multiple pictures to support the outcome Company replied MD Morgan Dowdy Dec 27, 2025 I struggle with finding clothes that compliment my skin, let alone compliment my body shape. I am hopeful this information will help me. Company replied JL J L Davis 5 days ago Confused I still know I am on the edge of soft summer and soft autumn, but this has done no clarification Company replied Kelly Watts Jan 2, 2026 I don't understand what this has done. This has truly done nothing. I'm honestly so disappointed I can't even articulate. Company replied SA Stephanye Alonso 6 days ago Did not like that I had to pay $1 and then I still had to choose a subscription package before being able to use the app. Company replied SM stacy modisette Dec 28, 2025 I wish there were more times to pic more then one cause my style shifts a lot and I love mix matching and edgy as well and classic and polished Company replied Abigale Wolstenholm 3 days ago Very interesting, not sure what to do from here, where do I get my color palette and style recommendations? Company replied Cathy Harker Jan 3, 2026 Most of the suggestions in the capsule I can see myself wearing and it gave me ideas as to how to mix and match pieces. Company replied AB Abby Jan 5, 2026 I am not quite sure since I barely got to check things out. It’s quite annoying to have a review when first visiting a page or product. Company replied Tanya Dunkle Jan 5, 2026 Loved the insight, and wardrobe options. Limited tight/loose preference settings (nothing for fitted just opposites). Looking forward to trying the custom wardrobe build! Company replied bianca wray Jan 2, 2026 Would have liked to see more outfit options but it seems accurate for my color pallet and budget. Company replied K. King Jan 4, 2026 I joined to get my color palette, and ended up with some good wardrobe recommendations as well! Company replied EM Em 6 days ago I like the quick and easy way to get a color analysis, since I’m unable to do it in person but I would appreciate something that was completely free and not a paid subscription Company replied Brinley Searle 7 days ago this company is doing very well to make people feel better in their fashion sense. Company replied DE Deidra Jan 2, 2026 Good outfit recommendations based on what I have in my closet! I’m happy to know what colors suit me best. Company replied TK Tina Kokosis Jan 3, 2026 Instead of confirming you meant to make the purchase, it just quickly charges you after clicking the price. I also got charged TWICE! Company replied AB Asia Bell 3 days ago This app was helpful in guiding me to find my own personal style. Company replied lois collard Jan 4, 2026 At this point I do not want a recurring payment taken from my account - when i pick i pay.?? Company replied Karyn Gibson 4 days ago I'm a little worried about how to cancel the subscription. I just wanted the trial Company replied LI Liz 6 days ago I can't leave a review yet I haven't had much of a chance to explore the app and see my results Company replied Brittany McDaniel Jan 5, 2026 I’ve tried several other apps and spent money to get reports but this is by far the most organized and user-friendly layout that quickly provided my color analysis info and great styling options that... See more Company replied Chasity Wade Gibbs 4 days ago I did a pretty good job of finding my colors I guess but I'm still all black all the way Company replied LL Linda Lewis Jan 5, 2026 It was a very informative and interesting. I was surprised by what I should be wearing. Company replied CH Chris 6 days ago This is an easy application to use and makes appropriate use of your features to select contemporary styles to suit your figure and colour type. Company replied Sarah Sage 4 days ago I don't like wearing the colors suggested. I feel like they make me look even more pale. Company replied QI Qita 3 days ago Easy to navigate, not really 100% accurate off the bat Company replied Carrie Lott 4 days ago Colors are wrong and that's all I've seen so far and it was just very basic Company replied ED eden 5 days ago i liked how many options were included in each question Company replied Rochelle Sand 4 days ago Sort of boring was expecting more at this point. Company replied SL Senior Lady 4 days ago The “subscription” was an unwelcome surprise. It presented like a one time purchase. Disappointed. Company replied EA Emma Allen 4 days ago Accidentally downloaded way more than realised so cost more Company replied What people talk about most User experience Consumers generally have a positive user experience, finding the app easy to navigate and helpful for... See more Product Reviewers' opinions on the product are mixed. Some customers found the style analysis accurate, with... See more Payment Reviewers frequently report dissatisfaction with unexpected and unauthorized charges. Many customers... See more Application Customer opinions about the app are polarized. Some praise it as a wonderful tool for developing personal... See more Price Many consumers report dissatisfaction with unexpected charges, claiming the pricing is misleading. Customers... See more See all 1,120 reviews We perform checks on reviews Company details Stylist Software Company Written by the company Stylix is an AI-driven stylist & digital wardrobe app that helps users organize their clothing pieces, check clothes for a personal style match score, and create outfits that flatter their color type, body shape, and aesthetics. With Stylix’s shopping advice and outfit suggestions, users can shop smarter, save time dressing up, and feel more confident in outfits that highlight their best features. See more Contact info United States stylix.app@support-team.app stylix.app 3.4 Average 1K reviews 5-star 4-star 3-star 2-star 1-star How is the TrustScore calculated? Replied to 93% of negative reviews Typically replies within 1 week How this company uses Trustpilot People also looked at Stiligt Stockholm stiligt-stockholm.com 1.9 (14) Astroline astroline.today 4.5 (31K) Stylio - Personal AI Stylist quiz.stylio.fashion 3.5 (16) FxPremiere.com fxpremiere.com 3.9 (4K) FastSpring fastspring.com 2.8 (470) Botanique Paris botaniqueparis.com 4 (1K) Lusha lusha.com 1.3 (717) Halara thehalara.com 4.1 (359K) 3.4 All reviews 1,120 total ● Write a review 5-star 35% 4-star 17% 3-star 17% 2-star 5% 1-star 26% How Trustpilot labels reviews More filters Most recent May use unsupported invitation methods Read more We’ve detected that this company may be asking for reviews in a way that Trustpilot doesn’t support. This can lead to bias and compromise the reliability of reviews. Trustpilot provides companies with free and supported methods to send review invitations. These help ensure that reviews are genuine and asked for in a fair, consistent way. Eva Jimenez US • 1 review 23 minutes ago Amazing !! Found out about this company today, and I am willing to give it a try. I need to change my wardrobe ASAP, and this will definitely help. 13 January 2026 Unprompted review AM Amy US • 1 review 2 hours ago I'm not sure about this yet I'm not sure about this yet. I took the test then had to pay for a subscription to get the results and that wasn't cool. So far they're wanting to charge an additional $30 to get PDFs for the results. I've only been able to see what season they picked for me. 13 January 2026 Unprompted review Beka Knackstedt US • 1 review 2 hours ago Ok help with limited viewing Ok help but not much 12 January 2026 Unprompted review RO Rosa DO • 1 review 3 hours ago Easy to use! 12 January 2026 Unprompted review Jenna Jeffery US • 1 review 4 hours ago It did a pretty good job 12 January 2026 Unprompted review tori q US • 1 review 4 hours ago It was interesting 12 January 2026 Unprompted review evie AU • 1 review 4 hours ago Hoid Good I like it 13 January 2026 Unprompted review Callie Maddox US • 1 review 5 hours ago Review Review review review 12 January 2026 Unprompted review Kayla Stavick US • 1 review 6 hours ago It was ok It was ok. First time trying this app 12 January 2026 Unprompted review michelle Lopez US • 1 review 6 hours ago Awesome Great experience gotta try it 12 January 2026 Unprompted review HC Holly Callahan US • 1 review 6 hours ago It was quick and easy to use 12 January 2026 Unprompted review LY Lynne US • 1 review 7 hours ago Very informative and easy to use 12 January 2026 Unprompted review JE Jess AU • 1 review 8 hours ago Easy and simple! Easy and simple! 13 January 2026 Unprompted review JH Jacobi Hoelscher US • 1 review 9 hours ago Cool app Really cool how they can tell you these things over the phone. 12 January 2026 Unprompted review JU Judy US • 2 reviews 9 hours ago I saw clothes that I’d actually wear. 12 January 2026 Unprompted review Sebah Abdu NO • 1 review 10 hours ago I love it ❤️❤️❤️❤️ 12 January 2026 Unprompted review LD Lindsey Dobrowski US • 1 review 11 hours ago Many options to have Many options to have, surprised by my colors 12 January 2026 Unprompted review AI Aimée US • 2 reviews 11 hours ago It’s making me fill this out and it. It’s making me fill this out and it. 12 January 2026 Unprompted review GC Gary C GB • 2 reviews 12 hours ago Good analysis Good analysis 12 January 2026 Unprompted review Gabbie Lee US • 2 reviews 12 hours ago Too much money Too much money 12 January 2026 Unprompted review Previous 1 2 3 4 Next page The Trustpilot Experience We're open to all Anyone can write a Trustpilot review. People who write reviews have ownership to edit or delete them at any time, and they’ll be displayed as long as an account is active . We champion verified reviews Companies can ask for reviews via automatic invitations. Labeled Verified, they’re about genuine experiences. Learn more about other kinds of reviews. We fight fake reviews We use dedicated people and clever technology to safeguard our platform. Find out how we combat fake reviews . We show the latest reviews Learn about Trustpilot’s review process . We encourage constructive feedback Here are 8 tips for writing great reviews . We verify reviewers Verification can help ensure real people are writing the reviews you read on Trustpilot. We advocate against bias Offering incentives for reviews or asking for them selectively can bias the TrustScore, which goes against our guidelines . Take a closer look are you human? Choose country Ireland Danmark Österreich Schweiz Deutschland Australia Canada United Kingdom Ireland New Zealand United States España Suomi Belgique België France Italia 日本 Norge Nederland Polska Brasil Portugal Sverige About About us Jobs Contact Blog How Trustpilot works Press Investor Relations Community Trust in reviews Help Center Log in Sign up Businesses Trustpilot Business Products Plans & Pricing Business Login Blog for Business Data Solutions Follow us on Legal Privacy Policy Terms & Conditions Guidelines for Reviewers System status Modern Slavery Statement © 2026 Trustpilot, Inc. All rights reserved. | 2026-01-13T09:29:52 |
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