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Understanding Backend for Frontend Architecture: Exploring Backend for Frontend (BFF) Architecture Across Platforms and its Dynamic Adaptations The Backend for Frontend (BFF) architecture exemplifies a paradigm shift in modern software development practices, addressing the multifaceted complexities of deployings appli...
crossref
https://doi.org/10.34257/gjcstcvol25is1pg33
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Assessment of the performance of the Stanford online calculator for the prediction of non-sentinel lymph node metastasis in sentinel node positive breast cancer patients. Abstract Abstract #1005 Background: Several models for the prediction of non-sentinel lymph node metastasis (+NSLN) in sentinel lymph node posit...
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Money Map using OpenAI with React Js, Next Js, Tailw and CSS ABSTRACT In the digital age, effective personal finance management is a growing necessity. Many individuals struggle with tracking daily expenses and managing budgets, which often leads to overspending and poor financial planning. This paper presents the de...
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Testing and Performance of Geosynthetics in Subsurface Drainage Description This unique volume provides new information on the testing, application, and installation of geosynthetics used in drainage applications in roadway and landfills. 9 papers divided into 3 sections cover the following: Field Performance Stud...
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An Enhanced Automatic Generation of CRUD Operations in React-JS Seeing that coding React-JS can be repetitive and prone to errors like most other programming languages, which makes it a daunting task, Automatic Code Generation (ACG) tools exist to help tackle this. The current model used in most of the ACG tools for R...
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In-Network Learning : Distributed Training and Inference in Communication Networks In-Network Learning : formation distribuée et inférence dans les réseaux de communication Nous étudions le problème de l'apprentissage statistique distribué. Plus précisément, nous considérons le cadre d'apprentissage distribué et d'i...
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Fast Implementation of Extreme Learning Machine-based DirectRanker for Surrogate-assisted Evolutionary Algorithms Surrogate-assisted evolutionary algorithms (SAEAs) have been widely used to solve computationally expensive optimization problems. The extreme learning machine-based DirectRanker (ELDR) is a single-layer f...
crossref
https://doi.org/10.36227/techrxiv.24063567.v1
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Analyzing trend and prediction of precipitation in Germany using non-parametrical tests and machine learning algorithms The study explores analyzes the temporal changes in precipitation using the data from 1881 to 2020 across Germany at the regional level. Man-Kendall and Hamad-Rao modification tests were employed...
crossref
https://doi.org/10.14293/s2199-1006.1.sor-.ppcps00.v1
http://creativecommons.org/licenses/by/4.0/
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Fast Implementation of Extreme Learning Machine-based DirectRanker for Surrogate-assisted Evolutionary Algorithms Abstract Surrogate-assisted evolutionary algorithms (SAEAs) have been widely used to solve computationally expensive optimization problems. The extreme learning machine-based DirectRanker (ELDR) is a sin...
crossref
https://doi.org/10.21203/rs.3.rs-3815591/v1
https://creativecommons.org/licenses/by/4.0/
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Design and implementation of coherent multi-h CPM receiver with low-complexity decision-directed synchronization algorithm In this paper, an efficient all-digital demodulator for multi-h CPM is proposed based on a low-complexity decision-directed synchronization algorithm. We derive the maximum-likelihood estimation o...
crossref
https://doi.org/10.36227/techrxiv.21539361.v1
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Secure Mobile Authentication With Blockchain Utilizing Ecc, Zkps, and Post- Quantum Cryptography Abstract The increasing reliance on smartphones for sensitive transactions has underscored the urgent need for robust authentication methods in mobile applications, especially in sectors such as finance and legal service...
crossref
https://doi.org/10.21203/rs.3.rs-5310431/v1
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49. YẾU TỐ TÁC ĐỘNG ĐẾN HIỆU QUẢ QUẢN TRỊ TRONG BỆNH VIỆN CÔNG LẬP VIỆT NAM: MỘT PHÂN TÍCH TOÀN DIỆN Hiệu quả quản trị tại các bệnh viện công lập ở Việt Nam đang chịu tác động của nhiều yếu tố trong bối cảnh thực thi Luật Khám bệnh, chữa bệnh và tiến trình chuyển đổi số ngành y tế. Việc nhận diện và phân tích các yếu ...
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https://doi.org/10.52163/yhc.v66icd12.2974
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Xây dựng quy trình định lượng arbutin trong kem làm trắng da bằng phương pháp sắc kí lỏng hiệu năng cao Arbutin được xem như là tiêu chuẩn vàng trong lĩnh vực dược mĩ phẩm với cơ chế tác động an toàn nên được sử dụng nhiều trong các chế phẩm kem làm trắng da. Tuy nhiên chưa ghi nhận thấy các nghiên cứu về xây dựng quy...
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https://doi.org/10.55401/jst.v6i4.2424
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ĐÁNH GIÁ HIỆU QUẢ PHỤC HỒI CHỨC NĂNG CHI DƯỚI BẰNG CHƯƠNG TRÌNH LE-CIMT CHO BỆNH NHÂN NHỒI MÁU NÃO TRÊN LỀU Mục tiêu: Đánh giá hiệu quả phục hồi chức năng chi dưới bằng liệu pháp vận động cưỡng bức chi dưới bên liệt cho người bệnh nhồi máu não trên lều. Đối tượng: Người bệnh được chẩn đoán xác định là nhồi máu não the...
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https://doi.org/10.52163/yhc.v66icd23.3964
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AN TOÀN VÀ HIỆU QUẢ CỦA ĐỐT NHÂN GIÁP LỚN LÀNH TÍNH BẰNG VI SÓNG (MWA) Mở đầu: Đa số các nhân giáp là lành tính và không cần điều trị, tuy nhiên một vài nhân giáp lớn (≥3 cm) cần phải điều trị vì những lý do như thẫm mỹ hay vì các triệu chứng lâm sàng. Các phương pháp điều trị trước đây là phẫu thuật và liệu pháp horm...
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https://doi.org/10.55046/vjrnm.47.128.2022
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KẾT QUẢ VÀ TÍNH AN TOÀN CỦA KỸ THUẬT SINH THIẾT XƯƠNG BẰNG LÕI KIM DƯỚI HƯỚNG DẪN CỦA CẮT LỚP VI TÍNH Mục tiêu: Khảo sát tính an toàn và kết quả kỹ thuật sinh thiết xương bằng lõi kim dưới hướng dẫn của CLVT tại Bệnh viện Quân y 175. Đối tượng và phương pháp: Nghiên cứu mô tả, hồi cứu và tiến cứu trên 131 bệnh nhân có...
crossref
https://doi.org/10.55046/vjrnm.59.1355.2025
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Hiệu quả cộng thêm của video hướng dẫn kỹ thuật sử dụng bình xịt định liều cho người lớn mắc bệnh hen phế quản Đặt vấn đề: Hướng dẫn sử dụng bình xịt định liều (BXĐL) có ý nghĩa quan trọng giúp người bệnh (NB) sử dụng thuốc hiệu quả và cải thiện tình trạng hen phế quản (HPQ). Điều dưỡng thực hiện hướng dẫn trực tiếp (...
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https://doi.org/10.32895/hcjm.m.2024.04.16
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5. ĐÁNH GIÁ HIỆU QUẢ CỦA KỸ THUẬT SINH THIẾT LÕI HẠCH CỔ DƯỚI HƯỚNG DẪN SIÊU ÂM Mục tiêu: Đánh giá hiệu quả của kỹ thuật sinh thiết lõi hạch cổ dưới hướng dẫn siêu âm (Ultrasound - guided core needle biopsy - US - CNB) ở nhóm bệnh nhân có hạch nghi ngờ trên lâm sàng và siêu âm. Đối tượng và phương pháp: Nghiên cứu mô ...
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ỨNG DỤNG KỸ THUẬT ĐẶT MARKER DƯỚI HƯỚNG DẪN CỦA SIÊU ÂM ĐỂ ĐỊNH VỊ HẠCH NÁCH TRONG UNG THƯ VÚ Mục tiêu: Trong quản lý ung thư vú (UTV) có di căn hạch nách, điều trị tân bổ trợ đã trở thành tiêu chuẩn để thu nhỏ khối u và hạ giai đoạn hạch nách, cải thiện kết quả phẫu thuật. Tại Việt Nam, phẫu thuật tuyến vú và vét hạc...
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https://doi.org/10.70755/vnjo.2024.77.12
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Text-Driven Developer-Aware Bug Fix Scheduling Abstract Although automated bug assignment, fix-time estimates, and severity prediction have been studied in the past, these methods typically address specific prediction tasks and often rely on human-issued severity labels that may be inconsistent or noisy. Effective b...
crossref
https://doi.org/10.21203/rs.3.rs-9146893/v1
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Bug Fix Time Optimization Using K-medoids Clustering Technique Abstract In software engineering practice, bug triaging, assigning a developer for a bug report to fix it, consumes time besides being error-prone process. Most of previously proposed automation approaches focus on classification techniques. However, the...
crossref
https://doi.org/10.21203/rs.3.rs-2620210/v1
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AI-Powered SQL Bug Analyzer and Auto Fix Assistant Abstract This work describes the development of a system based on AI and chat technology that allows users to communicate with several databases by posing questions in natural language. Standard databases require knowledge of SQL and technical skills from their user...
crossref
https://doi.org/10.21203/rs.3.rs-9884702/v1
https://creativecommons.org/licenses/by/4.0/
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On Code Reuse from StackOverflow: An Exploratory Study on Jupyter Notebook Jupyter Notebook is a popular tool among data analysts and scientists for working with data. It provides a way to combine code, documentation, and visualizations in a single, interactive environment, facilitating code reuse. While code reuse ca...
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https://doi.org/10.22541/au.167748671.10484077/v1
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# Docker Documentation Docker Documentation helps you learn Docker, install Docker products, and find reference material for everyday development and operations tasks. ## Browse docs by area - [Get started](/get-started/): Learn Docker basics and core concepts. - [Guides](/guides/): Follow task-focused walkthroughs ...
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Computer Science > Computation and Language Title:The Stack: 3 TB of permissively licensed source code View PDFAbstract:Large Language Models (LLMs) play an ever-increasing role in the field of Artificial Intelligence (AI)--not only for natural language processing but also for code understanding and generation. To stim...
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https://arxiv.org/abs/2211.15533
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Computer Science > Software Engineering Title:StarCoder 2 and The Stack v2: The Next Generation View PDF HTML (experimental)Abstract:The BigCode project, an open-scientific collaboration focused on the responsible development of Large Language Models for Code (Code LLMs), introduces StarCoder2. In partnership with Soft...
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https://arxiv.org/abs/2402.19173
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Computer Science > Machine Learning Title:CodeSearchNet Challenge: Evaluating the State of Semantic Code Search View PDFAbstract:Semantic code search is the task of retrieving relevant code given a natural language query. While related to other information retrieval tasks, it requires bridging the gap between the langu...
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Computer Science > Computation and Language Title:OctoPack: Instruction Tuning Code Large Language Models View PDF HTML (experimental)Abstract:Finetuning large language models (LLMs) on instructions leads to vast performance improvements on natural language tasks. We apply instruction tuning using code, leveraging the ...
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Computer Science > Software Engineering Title:OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs View PDF HTML (experimental)Abstract:Large Language Models (LLMs) have transformed software development by enabling code generation, automated debugging, and complex reasoning. However, their continued...
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BigCode Governance Card The BigCode Project Governance Card Abstract This document serves as an overview of the different mechanisms and areas of governance in the BigCode project. It aims to support transparency by providing relevant information about choices that were made during the project to the broader public, an...
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Github. This initial phase was performed by the ServiceNow team over several months prior to the official launch of BigCode. It involved inventorying active GitHub repository names, managing the effort to download those repositories, filtering to exclude large files and duplicates, and detecting the licenses used for e...
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community engagement plan, a first attempt at constructing an evaluation suite over multiple programming languages, investigating viable sources of data, and then training and releasing a 12B parameter model that matches Codex performance on HumanEval and APPS. 1.2.2 Participants BigCode is a research collaboration and...
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ld follow along. (BigCode, 2022k) On December 1, 2022, we released The Stack v1.1, with 358 programming languages included, and more than double the data, going from 3Tb to 6.4TB, with the help of the legal tech community that identified 193 viable permissive source code license types. Before releasing v1.1 we also rem...
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emitted. - • StarCoderBase: 320,256 GPU hours; 280W per GPU; 89671.68 kWh of electricity. Carbon intensity of the energy of the us-west-2 AWS location: 0.15495 kgCO2e per kWh; average Power Usage Effectiveness across AWS datacenters: 1.2. Total emissions: 16.68 tonnes of CO2eq. ServiceNow and Hugging Face employees ...
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ata that has been opted out, and data that was flagged as containing PII, malicious code or using a non-permissive license since the previous release. The current plan is to update the dataset every 3 months, although the schedule may change based on the volume of requests received. If we are not in a position to conti...
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d as follows: when it comes to governance of LLM datasets, participants feel that it is both better to know AND better to have a choice. Most participants had neutral to positive feelings about their permissively licensed data being used to train LLMs. While all had positive impressions of the “Am I in The Stack” tool,...
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greement (i.e. the legal document itself) is available under a CC-BY-4.0 license. Therefore, any stakeholders can freely adopt the same license agreement for their models, or modify it for their specific AI artifacts. For more information about responsible AI licensing, please visit the RAIL Initiative webpage, The Tur...
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ggingface.co/spaces/bigcode/search, 2022q. - BigCode (2023a) BigCode. Announcement of StarCoder and StarCoderBase. https://twitter.com/BigCodeProject/status/1654174941976068119?s=20, 2023a. Tweet on May 4, 2023. - BigCode (2023b) BigCode. BigCode OpenRail FAQ. https://www.bigcode-project.org/docs/pages/bigcode-openrail...
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Felipe Hoffa Developer Advocate, Google Cloud Platform Google, in collaboration with GitHub, is releasing an incredible new open dataset on Google BigQuery. So far you've been able to monitor and analyze GitHub's pulse since 2011 (thanks GitHub Archive project!) and today we're adding the perfect complement to this. Wh...
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Search Overview The long term goal of the Software Heritage initiative is to collect all publicly available software in source code form together with its development history, replicate it massively to ensure its preservation, and share it with everyone who needs it. The Software Heritage archive is growing over time a...
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# Command-line API <!--introduced_in=v5.9.1--> <!--type=misc--> Node.js comes with a variety of CLI options. These options expose built-in debugging, multiple ways to execute scripts, and other helpful runtime options. To view this documentation as a manual page in a terminal, run `man node`. ## Synopsis `node [o...
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12) { code: 'ERR_DLOPEN_DISABLED' } ``` ### `--allow-child-process` <!-- YAML added: v20.0.0 changes: - version: - v24.4.0 - v22.18.0 pr-url: https://github.com/nodejs/node/pull/58853 description: When spawning process with the permission model enabled. The flags are inherit to the child Node.js process throug...
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iple `--allow-fs-write` flags. Example `--allow-fs-write=/folder1/ --allow-fs-write=/folder2/` Paths delimited by comma (`,`) are no longer allowed. When passing a single flag with a comma a warning will be displayed. Examples can be found in the [File System Permissions][] documentation. ### `--allow-inspector` <...
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--build-snapshot snapshot.js $ echo "console.log(globalThis.foo)" > index.js # Load the generated snapshot and start the application from index.js. $ node --snapshot-blob snapshot.blob index.js I am from the snapshot ``` The [`v8.startupSnapshot` API][] can be used to specify an entry point at snapshot building time...
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ile CPU.20190409.202950.15293.0.0.cpuprofile ``` If `--cpu-prof-name` is specified, the provided value is used as a template for the file name. The following placeholder is supported and will be substituted at runtime: * `${pid}` — the current process ID ```console $ node --cpu-prof --cpu-prof-name 'CPU.${pid}.cpupr...
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16GB for 64-bit WebAssembly memory) to trap out-of-bound accesses. On most 64-bit platforms, the virtual memory address space is usually large enough (around 128TB) to accommodate typical WebAssembly usages, but if the machine has manual limits on virtual memory (e.g. through `ulimit -v`), WebAssembly memory allocation...
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but an error is not thrown if the file does not exist. ### `--env-file=file` <!-- YAML added: v20.6.0 changes: - version: - v24.10.0 - v22.21.0 pr-url: https://github.com/nodejs/node/pull/59925 description: The `--env-file` flag is no longer experimental. - version: - v21.7.0 - v20.12.0 pr-url: https://githu...
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in configuration specific to that subsystem. The configuration file can target a specific Node.js major version with `nodeVersion`: ```json { "nodeVersion": 25, "nodeOptions": { "watch-path": "src" } } ``` To keep multiple version-specific configurations in the same file, use the `configs` array. Node.js will us...
commoncrawl
https://nodejs.org/api/cli.md
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YAML added: v8.8.0 changes: - version: - v23.6.1 - v22.13.1 - v20.18.2 pr-url: https://github.com/nodejs-private/node-private/pull/629 description: Using this feature with the permission model enabled requires passing `--allow-worker`. - version: v12.11.1 pr-url: https://github.com/nodejs/node/pull/29752 desc...
commoncrawl
https://nodejs.org/api/cli.md
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**every** filter value to run. See [Test tags][] for details on declaring and inheriting tags. ### `--experimental-vfs` <!-- YAML added: v26.4.0 --> > Stability: 1 - Experimental Enable the experimental [`node:vfs`][] module. ### `--experimental-vm-modules` <!-- YAML added: v9.6.0 --> Enable experimental ES Modu...
commoncrawl
https://nodejs.org/api/cli.md
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added: - v15.1.0 - v14.18.0 changes: - version: - v25.4.0 - v24.13.1 - v22.22.1 pr-url: https://github.com/nodejs/node/pull/60956 description: The flag is no longer experimental. --> Writes a V8 heap snapshot to disk when the V8 heap usage is approaching the heap limit. `count` should be a non-negative integer...
commoncrawl
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the input as CommonJS. 2. If step 1 fails, run the input as an ES module. 3. If step 2 fails with a SyntaxError, strip the types. 4. If step 3 fails with an error code [`ERR_UNSUPPORTED_TYPESCRIPT_SYNTAX`][] or [`ERR_INVALID_TYPESCRIPT_SYNTAX`][], throw the error from step 2, including the TypeScript error in the mes...
commoncrawl
https://nodejs.org/api/cli.md
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can also reduce attack surface on other platforms, but the performance impact may be severe. ### `--localstorage-file=file` <!-- YAML added: v22.4.0 --> > Stability: 1.2 - Release candidate. The file used to store `localStorage` data. If the file does not exist, it is created the first time `localStorage` is access...
commoncrawl
https://nodejs.org/api/cli.md
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l exception that causes exit. ### `--no-force-async-hooks-checks` <!-- YAML added: v9.0.0 --> Disables runtime checks for `async_hooks`. These will still be enabled dynamically when `async_hooks` is enabled. ### `--no-global-search-paths` <!-- YAML added: v16.10.0 --> Do not search modules from global paths like ...
commoncrawl
https://nodejs.org/api/cli.md
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Addons - manageable through [`--allow-addons`][] flag * FFI - manageable through [`--allow-ffi`](#--allow-ffi) flag ### `--permission-audit` <!-- YAML added: v25.8.0 --> Enable audit only for the permission model. When enabled, permission checks are performed but access is not denied. Instead, a warning is emitted f...
commoncrawl
https://nodejs.org/api/cli.md
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ML added: - v23.3.0 - v22.13.0 --> When `--report-exclude-env` is passed the diagnostic report generated will not contain the `environmentVariables` data. ### `--report-exclude-network` <!-- YAML added: - v22.0.0 - v20.13.0 --> Exclude `header.networkInterfaces` from the diagnostic report. By default this is no...
commoncrawl
https://nodejs.org/api/cli.md
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averses up to the root directory and finds a `package.json` file to run the command from, and updates `PATH` environment variable accordingly. --> This runs a specified command from a package.json's `"scripts"` object. If a missing `"command"` is provided, it will list the available scripts. `--run` will traverse u...
commoncrawl
https://nodejs.org/api/cli.md
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se, concurrency defaults to `os.availableParallelism() - 1`. ### `--test-coverage-branches=threshold` <!-- YAML added: v22.8.0 --> > Stability: 1 - Experimental Require a minimum percent of covered branches. If code coverage does not reach the threshold specified, the process will exit with code `1`. ### `--test-c...
commoncrawl
https://nodejs.org/api/cli.md
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test summary and can be reused with `--test-random-seed`. For detailed behavior and examples, see [randomizing tests execution order][]. This flag cannot be used with `--watch` or `--test-rerun-failures`. ### `--test-reporter` <!-- YAML added: - v19.6.0 - v18.15.0 changes: - version: v20.0.0 pr-url: https://git...
commoncrawl
https://nodejs.org/api/cli.md
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default [`tls.DEFAULT_MIN_VERSION`][] to 'TLSv1.3'. Use to disable support for TLSv1.2, which is not as secure as TLSv1.3. ### `--trace-deprecation` <!-- YAML added: v0.8.0 --> Print stack traces for deprecations. ### `--trace-env` <!-- YAML added: - v23.4.0 - v22.13.0 --> Print information about any access to ...
commoncrawl
https://nodejs.org/api/cli.md
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uncaught exception. ### `--use-bundled-ca`, `--use-openssl-ca` <!-- YAML added: v6.11.0 --> Use bundled Mozilla CA store as supplied by current Node.js version or use OpenSSL's default CA store. The default store is selectable at build-time. The bundled CA store, as supplied by Node.js, is a snapshot of Mozilla CA ...
commoncrawl
https://nodejs.org/api/cli.md
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system configuration that the users have for some reason. ### `--v8-options` <!-- YAML added: v0.1.3 --> Print V8 command-line options. ### `--v8-pool-size=num` <!-- YAML added: v5.10.0 --> Set V8's thread pool size which will be used to allocate background jobs. If set to `0` then Node.js will choose an appropr...
commoncrawl
https://nodejs.org/api/cli.md
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. ### `NODE_DISABLE_COLORS=1` <!-- YAML added: v0.3.0 --> When set, colors will not be used in the REPL. ### `NODE_DISABLE_COMPILE_CACHE=1` <!-- YAML added: v22.8.0 --> > Stability: 1.1 - Active Development Disable the [module compile cache][] for the Node.js instance. See the documentation of [module compile ca...
commoncrawl
https://nodejs.org/api/cli.md
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, and then its command-line instances afterwards: ```bash NODE_OPTIONS='--require "./a.js"' node --require "./b.js" # is equivalent to: node --require "./a.js" --require "./b.js" ``` Node.js options that are allowed are in the following list. If an option supports both --XX and --no-XX variants, they are both support...
commoncrawl
https://nodejs.org/api/cli.md
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ort-on-uncaught-exception` * `--disallow-code-generation-from-strings` * `--enable-etw-stack-walking` * `--expose-gc` * `--interpreted-frames-native-stack` * `--jitless` * `--max-heap-size` * `--max-old-space-size` * `--max-semi-space-size` * `--perf-basic-prof-only-functions` * `--perf-basic-prof` * `--perf-prof-unwin...
commoncrawl
https://nodejs.org/api/cli.md
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ource Map][] data to the directory provided as an argument (coverage information is written as JSON to files with a `coverage` prefix). `NODE_V8_COVERAGE` will automatically propagate to subprocesses, making it easier to instrument applications that call the `child_process.spawn()` family of functions. `NODE_V8_COVERA...
commoncrawl
https://nodejs.org/api/cli.md
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sed on synchronous system APIs. Node.js APIs that use the threadpool are: * all `fs` APIs, other than the file watcher APIs and those that are explicitly synchronous * asynchronous crypto APIs such as `crypto.pbkdf2()`, `crypto.scrypt()`, `crypto.randomBytes()`, `crypto.randomFill()`, `crypto.generateKeyPair()` * `d...
commoncrawl
https://nodejs.org/api/cli.md
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rof-only-functions` ### `--perf-prof` ### `--perf-prof-unwinding-info` ### `--prof` ### `--security-revert` ### `--stack-trace-limit=limit` The maximum number of stack frames to collect in an error's stack trace. Setting it to 0 disables stack trace collection. The default value is 10. ```bash node --stack-trace...
commoncrawl
https://nodejs.org/api/cli.md
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# Administration Administrators can manage companies and organizations using the [Docker Admin Console](https://app.docker.com/admin). The Admin Console provides centralized observability, access management, and security controls across Docker environments. ## Company and organization hierarchy The [Docker Admin Con...
commoncrawl
https://docs.docker.com/admin/
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# Manage license assignment Licenses let you selectively choose which of your organization members have access to supported Docker products. Organization owners can oversee who on their team has active licenses, or configure licenses to assign automatically when members access supported Docker products. Like Docker Co...
commoncrawl
https://docs.docker.com/admin/organization/manage/manage-licenses/
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# Manage subscription seats You can add or remove seats from your Docker Team or Business subscription at any time to accommodate team changes. When you add seats mid-billing cycle, you're charged a prorated amount for the additional seats. > [!IMPORTANT] > If you have a sales-assisted Docker Business subscription, >...
commoncrawl
https://docs.docker.com/admin/organization/manage/manage-seats/
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# Manage organization members Learn how to manage members for your organization in Docker Hub and the Docker Admin Console. ## Invite members Owners can invite new members to an organization via Docker ID, email address, or with a CSV file containing email addresses. If an invitee does not have a Docker account, the...
commoncrawl
https://docs.docker.com/admin/organization/manage/members/
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.docker.com/) with the email address the link was sent to and accept the invitation from the **Notifications** panel. ## Manage invitations After inviting members, you can resend or remove invitations as needed. Each invitee occupies one seat, so if the amount of email addresses in your CSV file exceeds the number of...
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eference for all docker-agent command-line commands and flags._ > [!TIP] > **No config needed** > > Running `docker agent run` without a config file uses a built-in default agent. Perfect for quick experimentation. ## Commands ### `docker agent run` Launch the interactive TUI with an agent configuration (`.yaml`, `...
commoncrawl
https://docs.docker.com/ai/docker-agent/reference/cli/?ref=ajeetraina.com
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defaults to 15ms when given without a value). | | `--record [path]` | Record AI API interactions to a cassette file (auto-generates filename if no path given) | | `-d, --debug` | Enable debug logging | | `--log-file <path>` | Custom debug log location | | `-o, --otel` | Enable OpenTelemetry observability: traces, metri...
commoncrawl
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-1`, or the session id) and the run reattaches to the same worktree directory and branch automatically. Don't re-pass `--worktree` on resume — that would try to create a new worktree and fail because it already exists. ### `docker agent run --exec` Run an agent in non-interactive (headless) mode. No TUI — output goes...
commoncrawl
https://docs.docker.com/ai/docker-agent/reference/cli/?ref=ajeetraina.com
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serve api ociReference --pull-interval 10 # auto-refresh ``` See [API Server](/ai/docker-agent/api-server/) for the full HTTP API reference. ### `docker agent serve mcp` Expose agents as MCP tools for use in Claude Desktop, Claude Code, or other MCP clients. Defaults to stdio transport; use `--http` to start a strea...
commoncrawl
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covers model + tool calls + streaming). | | `--conversations-max <n>` | `0` | Cache up to N conversations server-side, keyed by `X-Conversation-Id`. `0` disables — clients must resend history. | | `--conversation-ttl <dur>` | `30m` | Idle TTL after which a cached conversation is evicted. | | `--max-idle-runtimes <n>` |...
commoncrawl
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ys run the alias inside a [Docker sandbox](/ai/configuration/sandbox/) When listing aliases, options are shown in brackets: ```bash $ docker agent alias ls Registered aliases (3): fast-coder → agentcatalog/coder [model=openai/gpt-4o-mini] turbo → agentcatalog/coder [yolo, model=anthropic/claude-sonnet-4-5] yolo-co...
commoncrawl
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conv/gen-ai/). The default dual-emit mode emits both `gen_ai.*` and legacy keys so existing dashboards continue working. | ## Runtime Configuration Flags These flags are accepted by every command that loads an agent (`run`, `run --exec`, `new`, `eval`, `serve api`, `serve mcp`, `serve a2a`, `serve acp`, `serve chat`)...
commoncrawl
https://docs.docker.com/ai/docker-agent/reference/cli/?ref=ajeetraina.com
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# Docker Agent [Docker Agent](https://github.com/docker/docker-agent) is an open-source framework for building teams of specialized AI agents. Instead of prompting one generalist model, you define agents with specific roles and instructions that collaborate to solve problems. Run these agent teams from your terminal u...
commoncrawl
https://docs.docker.com/ai/docker-agent/?ref=ajeetraina.com
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# Gordon Gordon is an AI-powered assistant that takes action on your Docker workflows. It analyzes your environment, proposes solutions, and executes commands with your permission. ## What Gordon does Gordon takes action to help you with Docker tasks: - Explains Docker concepts and commands - Searches Docker docume...
commoncrawl
https://docs.docker.com/ai/gordon
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# Data privacy and Gordon This page explains what data Gordon accesses, how it's used, and what privacy protections are in place. ## What data Gordon accesses When you use Gordon, the data it accesses depends on your query and configuration. ### Local files When you use the `docker ai` command, Gordon can access f...
commoncrawl
https://docs.docker.com/ai/gordon/concepts/data-privacy/
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# Gordon usage limits and tiers Gordon is included with every Docker account at the Base tier. Paid Gordon plans unlock higher usage limits. ## Tiers | Tier | Usage allocation | | ----- | -------------------------------- | | Base | Included with any Docker account | | Plus | 2× Base | | Max | 5× Base | | Ultra | 10×...
commoncrawl
https://docs.docker.com/ai/gordon/usage-limits/
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# Gordon use cases and examples Gordon handles Docker workflows through natural conversation. In Docker Desktop, Gordon is available from the sidebar for open-ended sessions and from contextual entry points in views like Containers, Images, Builds, and Volumes. Selecting Gordon from one of these views opens a conversa...
commoncrawl
https://docs.docker.com/ai/gordon/use-cases/
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# Docker MCP Catalog and Toolkit [Model Context Protocol](https://modelcontextprotocol.io/introduction) (MCP) is an open protocol that standardizes how AI applications access external tools and data sources. By connecting LLMs to local development tools, databases, APIs, and other resources, MCP extends their capabili...
commoncrawl
https://docs.docker.com/ai/mcp-catalog-and-toolkit/
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# Docker MCP Catalog The [Docker MCP Catalog](https://hub.docker.com/mcp) is a curated collection of verified MCP servers, packaged as Docker images and distributed through Docker Hub. It solves common challenges with running MCP servers locally: environment conflicts, setup complexity, and security concerns. The cat...
commoncrawl
https://docs.docker.com/ai/mcp-catalog-and-toolkit/catalog/
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# Use MCP Toolkit from the CLI > [!NOTE] > The `docker mcp` commands documented here are available in Docker Desktop > 4.62 and later. Earlier versions may not support all commands shown. The `docker mcp` commands let you manage MCP profiles, servers, OAuth credentials, and catalogs from the terminal. Use the CLI for...
commoncrawl
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le, to connect VS Code to a project-specific profile: ```console $ docker mcp client connect vscode --profile my-project ``` This creates a `.vscode/mcp.json` file in the current directory. Because this is a user-specific file, add it to `.gitignore`: ```console $ echo ".vscode/mcp.json" >> .gitignore ``` ## Share ...
commoncrawl
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# MCP Profiles Profiles organize your MCP servers into named collections. Without profiles, you'd configure servers separately for every AI application you use. Each time you want to change which servers are available, you'd update Claude Desktop, VS Code, Cursor, and other tools individually. Profiles solve this by c...
commoncrawl
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. 2. In the **Servers** section, select the **+** button. 3. Search for and select servers to add. If a server requires OAuth authentication, you're prompted to authorize it. See [OAuth authentication](/ai/mcp-catalog-and-toolkit/toolkit/#oauth-authentication) for details. ### List servers in a profile Select a prof...
commoncrawl
https://docs.docker.com/ai/mcp-catalog-and-toolkit/profiles/?ref=alishaikh.me
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# Docker MCP Toolkit > [!NOTE] > This page describes the MCP Toolkit interface in Docker Desktop 4.62 and > later. Earlier versions have a different UI. Upgrade to follow these > instructions exactly. The Docker MCP Toolkit is a management interface integrated into Docker Desktop that lets you set up, manage, and run...
commoncrawl
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uth authorization. 4. Your browser opens the authorization page for the service. Follow the on-screen instructions to complete authentication. 5. Return to Docker Desktop when authentication is complete. View all authorized services in the **OAuth** tab. To revoke access, select **Revoke** next to the service you wan...
commoncrawl
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# Open WebUI integration [Open WebUI](https://github.com/open-webui/open-webui) is an open-source, self-hosted web interface that provides a ChatGPT-like experience for local AI models. You can connect it to Docker Model Runner to get a polished chat interface for your models. ## Prerequisites - Docker Model Runner ...
commoncrawl
https://docs.docker.com/ai/model-runner/openwebui-integration/
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t:12434/api/tags ``` 2. Check that models are pulled: ```console $ docker model list ``` 3. Verify the `OLLAMA_BASE_URL` is correct and accessible from the container. ### "Connection refused" errors 1. Ensure TCP access is enabled for Docker Model Runner. 2. On Docker Desktop, verify `host.docker.internal` res...
commoncrawl
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# Docker Agent Official documentation: [Docker Agent](/ai/docker-agent/) ## Quick start Create a sandbox and run Docker Agent for a project directory: ```console $ sbx run docker-agent ~/my-project ``` The workspace parameter defaults to the current directory, so `sbx run docker-agent` from inside your project wor...
commoncrawl
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# Shell `sbx run shell` drops you into a Bash login shell inside a sandbox with no pre-installed agent binary. It's useful for installing and configuring agents manually, testing custom implementations, or inspecting a running environment. ```console $ sbx run shell ~/my-project ``` The workspace path defaults to th...
commoncrawl
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# Build your own agent kit > [!NOTE] > Kits are experimental. The kit file format, CLI commands, and experience > for creating, loading, and managing kits are subject to change as the > feature evolves. Share feedback and bug reports in the > [docker/sbx-releases](https://github.com/docker/sbx-releases) repository. T...
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1bb9dbe9a0f913bef4e61f46936b6af25d9e2570c6883076f3c8b41a13bfcb0e
install/CDN subdomains (`*.ampcode.com`). Treat it as a starting point; Amp may reach other domains (model providers, analytics, updates) that you'll discover by watching `sbx policy log` while testing. Kits can also declare `deniedDomains` for hosts the sandbox should not reach, such as telemetry endpoints. Deny rule...
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88bc243d581bd1b3aa8fde44ee252fa55313f0360b2f7f817d4e2ab09ea6e033
ts, then add their domains to `allowedDomains`. - Add domains to `deniedDomains` when the agent should stay blocked from a host even if another policy permits it. - Edit the spec and re-run `sbx run --kit ./amp/ amp` to pick up changes. Remove the sandbox first (`sbx rm <name>`) for a clean start. Flesh out the `age...
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