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devcenter | https://www.mongodb.com/developer/products/mongodb/schema-design-anti-pattern-case-insensitive-query-index | created | # Case-Insensitive Queries Without Case-Insensitive Indexes
We've reached the sixth and final (at least for now) MongoDB schema design anti-pattern. In the first five posts in this series, we've covered the following anti-patterns.
- Massive arrays
- Massive number of collections
- Unnecessary indexes
- Bloat... | md | {
"tags": [
"MongoDB"
],
"pageDescription": "Don't fall into the trap of this MongoDB Schema Design Anti-Pattern: Case-Insensitive Queries Without Case-Insensitive Indexes",
"contentType": "Article"
} | Case-Insensitive Queries Without Case-Insensitive Indexes | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/realm/getting-started-kmm-flexiable-sync | created | # Getting Started Guide for Kotlin Multiplatform Mobile (KMM) with Flexible Sync
> This is an introductory article on how to build your first Kotlin Multiplatform Mobile using Atlas Device Sync.
## Introduction
Mobile development has evolved a lot in recent years and in this tutorial, we are going discuss Kotlin Mu... | md | {
"tags": [
"Realm",
"Kotlin",
"Android",
"iOS"
],
"pageDescription": "This is an introductory article on how to build your first Kotlin Multiplatform Mobile using Atlas Device Sync.",
"contentType": "Tutorial"
} | Getting Started Guide for Kotlin Multiplatform Mobile (KMM) with Flexible Sync | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/atlas/media-management-integrating-nodejs-azure-blob-storage-mongodb | created | # Building a Scalable Media Management Back End: Integrating Node.js, Azure Blob Storage, and MongoDB
If your goal is to develop a multimedia platform, a robust content management system, or any type of application that requires storing substantial media files, the storage, retrieval, and management of these files are... | md | {
"tags": [
"Atlas",
"JavaScript",
"Node.js",
"Azure"
],
"pageDescription": "Learn to create your own media management backend, storing your media files in Azure Blob Storage, and associated metadata in MongoDB.",
"contentType": "Tutorial"
} | Building a Scalable Media Management Back End: Integrating Node.js, Azure Blob Storage, and MongoDB | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/atlas/atlas-search-java-server | created | # How to Build a Search Service in Java
We need to code our way from the search box to our search index. Performing a search and rendering the results in a presentable fashion, itself, is not a tricky endeavor: Send the user’s query to the search server, and translate the response data into some user interface technol... | md | {
"tags": [
"Atlas",
"Java"
],
"pageDescription": "In this article, we are going to detail an HTTP Java search service designed to be called from a presentation tier.",
"contentType": "Article"
} | How to Build a Search Service in Java | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/languages/java/change-streams-in-java | created | # Using MongoDB Change Streams in Java
MongoDB has come a long way from being a database engine developed at the internet company DoubleClick to now becoming this leading NoSQL data store that caters to huge clients from many domains.
With the growth of the database engine, MongoDB kept adding new features and improv... | md | {
"tags": [
"Java",
"MongoDB"
],
"pageDescription": "Change streams are an API that allows the user to subscribe to their application to any change in collection, database, or even on the entire deployment. There is no middleware or data polling action to be initiated by the user to leverage this event-dr... | Using MongoDB Change Streams in Java | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/atlas/developing-applications-mongodb-atlas-serverless-instances | created | # Developing Your Applications More Efficiently with MongoDB Atlas Serverless Instances
If you're a developer, worrying about your database is not necessarily something you want to do. You likely don't want to spend your time provisioning or sizing clusters as the demand of your application changes. You probably also ... | md | {
"tags": [
"Atlas",
"Serverless"
],
"pageDescription": "In this short and sweet tutorial, we'll see how easy it is to get started with a MongoDB Atlas serverless instance and how to begin to develop an application against it.",
"contentType": "Tutorial"
} | Developing Your Applications More Efficiently with MongoDB Atlas Serverless Instances | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/atlas/atlas-app-services-aws-bedrock-rag | created | # MongoDB Atlas Vector Search and AWS Bedrock modules RAG tutorial
Welcome to our in-depth tutorial on MongoDB Atlas Vector Search and AWS Bedrock modules, tailored for creating a versatile database assistant for product catalogs. This tutorial will guide you through building an application that simplifies product sea... | md | {
"tags": [
"Atlas",
"JavaScript",
"AI",
"AWS",
"Serverless"
],
"pageDescription": "Explore our comprehensive tutorial on MongoDB Atlas Vector Search and AWS Bedrock modules for creating a dynamic database assistant for product catalogs. This guide covers building an application for seamless p... | MongoDB Atlas Vector Search and AWS Bedrock modules RAG tutorial | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/realm/realm-dotnet-for-xamarin-best-practices-meetup | created | # Realm .NET for Xamarin (Best Practices and Roadmap) Meetup
Didn't get a chance to attend the Realm .NET for Xamarin (best practices and roadmap) Meetup? Don't worry, we recorded the session and you can now watch it at your leisure to get you caught up.
>Realm .NET for Xamarin (best practices and roadmap)
>:youtube... | md | {
"tags": [
"Realm",
"C#",
".NET"
],
"pageDescription": "Missed Realm .NET for Xamarin (best practices and roadmap) meetup event? Don't worry, you can catch up here.",
"contentType": "Article"
} | Realm .NET for Xamarin (Best Practices and Roadmap) Meetup | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/atlas/taking-rag-to-production-documentation-ai-chatbot | created | # Taking RAG to Production with the MongoDB Documentation AI Chatbot
At MongoDB, we have a tagline: "Love your developers." One way that we show love to our developers is by providing them with excellent technical documentation for our products. Given the rise of generative AI technologies like ChatGPT, we wanted to u... | md | {
"tags": [
"Atlas",
"React",
"Node.js"
],
"pageDescription": "Explore how MongoDB enhances developer support with its innovative AI chatbot, leveraging Retrieval Augmented Generation (RAG) technology. This article delves into the technical journey of creating an AI-driven documentation tool, discussi... | Taking RAG to Production with the MongoDB Documentation AI Chatbot | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/atlas/kubernetes-operator-application-deployment | created | # Application Deployment in Kubernetes with the MongoDB Atlas Operator
Kubernetes is now an industry-wide standard when it comes to all things containers, but when it comes to deploying a database, it can be a bit tricky! However, tasks like adding persistence, ensuring redundancy, and database maintenance can be easi... | md | {
"tags": [
"Atlas",
"JavaScript",
"Kubernetes",
"Docker"
],
"pageDescription": "Get started with application deployment into a Kubernetes cluster using the MongoDB Atlas Operator.",
"contentType": "Tutorial"
} | Application Deployment in Kubernetes with the MongoDB Atlas Operator | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/atlas/demystifying-stored-procedures-mongodb | created | # Demystifying Stored Procedures in MongoDB
If you have ever used a SQL database, you might have heard about stored procedures. Stored procedures represent pre-written SQL code designed for reuse. By storing frequently used SQL queries as procedures, you can execute them repeatedly. Additionally, these procedures can ... | md | {
"tags": [
"Atlas",
"JavaScript",
"Node.js"
],
"pageDescription": "Let's see how MongoDB’s aggregation pipeline, Atlas triggers, and change streams together can act as a super efficient, powerful, and flexible alternative to stored procedures.",
"contentType": "Tutorial"
} | Demystifying Stored Procedures in MongoDB | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/languages/python/efficiently-managing-querying-visual-data-mongodb-atlas-vector-search-fiftyone | created | # Efficiently Managing and Querying Visual Data With MongoDB Atlas Vector Search and FiftyOne
between FiftyOne and MongoDB Atlas enables the processing and analysis of visual data with unparalleled efficiency!
In this post, we will show you how to use FiftyOne and MongoDB Atlas Vector Search to streamline your data-... | md | {
"tags": [
"Python",
"AI"
],
"pageDescription": "",
"contentType": "Tutorial"
} | Efficiently Managing and Querying Visual Data With MongoDB Atlas Vector Search and FiftyOne | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/realm/atlas-device-sdks-with-dotnet-maui | created | # Online/Offline Data-Capable Cross-Platform Apps with MongoDB Atlas, Atlas Device SDKs and .NET MAUI
In a world of always-on, always-connected devices, it is more important than ever that apps function in a way that gives a user a good experience. But as well as the users, developers matter too. We want to be able to... | md | {
"tags": [
"Realm",
"C#",
".NET",
"Mobile"
],
"pageDescription": "A tutorial showing how to get started with Atlas Device SDKs, MongoDB Atlas and .NET MAUI",
"contentType": "Tutorial"
} | Online/Offline Data-Capable Cross-Platform Apps with MongoDB Atlas, Atlas Device SDKs and .NET MAUI | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/realm/realm-swiftui-property-wrappers-mvi-meetup | created | # Realm SwiftUI Property wrappers and MVI architecture Meetup
Didn't get a chance to attend the Realm SwiftUI Property wrappers and
MVI architecture Meetup? Don't worry, we recorded the session and you
can now watch it at your leisure to get you caught up.
>Realm SwiftUI Property wrappers and MVI architecture
:youtub... | md | {
"tags": [
"Realm",
"Swift"
],
"pageDescription": "Missed Realm SwiftUI Property wrappers and MVI architecture meetup event? Don't worry, you can catch up here.",
"contentType": "Article"
} | Realm SwiftUI Property wrappers and MVI architecture Meetup | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/languages/java/java-azure-spring-apps | created | # Getting Started With Azure Spring Apps and MongoDB Atlas: A Step-by-Step Guide
## Introduction
Embrace the fusion of cloud computing and modern application development as we delve into the integration of Azure
Spring Apps
and MongoDB. In this tutorial, we'll guide you through the process of creating
and deploying a... | md | {
"tags": [
"Java",
"Atlas",
"Azure",
"Spring"
],
"pageDescription": "Learn how to deploy your first Azure Spring Apps connected to MongoDB Atlas.",
"contentType": "Tutorial"
} | Getting Started With Azure Spring Apps and MongoDB Atlas: A Step-by-Step Guide | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/atlas/change-streams-with-kafka | created | # Migrating PostgreSQL to MongoDB Using Confluent Kafka
In today's data-driven world, businesses are continuously seeking innovative ways to harness the full potential of their data. One critical aspect of this journey involves data migration – the process of transferring data from one database system to another, ofte... | md | {
"tags": [
"Atlas",
"Java",
"Kafka"
],
"pageDescription": "",
"contentType": "Tutorial"
} | Migrating PostgreSQL to MongoDB Using Confluent Kafka | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/languages/csharp/vector-search-with-csharp-driver | created | # Adding MongoDB Atlas Vector Search to a .NET Blazor C# Application
When was the last time you could remember the rough details of something but couldn’t remember the name of it? That happens to quite a few people, so being able to search semantically instead of with exact text searches is really important.
This is ... | md | {
"tags": [
"C#",
".NET"
],
"pageDescription": "Learn how to get started with Atlas Vector Search in a .NET Blazor application with the C# driver, including embeddings and adding search functionality.\n",
"contentType": "Tutorial"
} | Adding MongoDB Atlas Vector Search to a .NET Blazor C# Application | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/mongodb/modernizing-rdbms-schemas-mongodb-document | created | # Modernizing RDBMS Schemas With a MongoDB Document Model
Welcome to the exciting journey of transitioning from the traditional realm of relational databases to the dynamic world of MongoDB! This is the first entry in a series of tutorials helping you migrate from relational databases to MongoDB. Buckle up as we embar... | md | {
"tags": [
"MongoDB"
],
"pageDescription": "Move from a relational database to MongoDB, and learn to use the document model.",
"contentType": "Tutorial"
} | Modernizing RDBMS Schemas With a MongoDB Document Model | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/query-analytics-part-2 | created | # Query Analytics Part 2: Tuning the System
In Part 1: Know Your Queries][1], we demonstrated the importance of monitoring and tuning your search system and the dramatic effect it can have on your business. In this second part, we are going to delve into the technical techniques available to tune and adjust based on y... | md | {
"tags": [
"Atlas"
],
"pageDescription": "Techniques to tune and adjust search results based on Query Analytics",
"contentType": "Article"
} | Query Analytics Part 2: Tuning the System | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/languages/php/laravel-mongodb-4-2-released-laravel-11-support | created | # Laravel MongoDB 4.2 Released, With Laravel 11 Support
The PHP team is happy to announce that version 4.2 of the Laravel MongoDB integration is now available!
## Highlights
**Laravel 11 support**
The MongoDB Laravel integration now supports Laravel 11, ensuring compatibility with the latest framework version and e... | md | {
"tags": [
"PHP"
],
"pageDescription": "",
"contentType": "News & Announcements"
} | Laravel MongoDB 4.2 Released, With Laravel 11 Support | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/java-spring-boot-vector-search | created | # Unlocking Semantic Search: Building a Java-Powered Movie Search Engine with Atlas Vector Search and Spring Boot
In the rapidly evolving world of technology, the quest to deliver more relevant, personalized, and intuitive search results has led to the rise in popularity of semantic search.
MongoDB's Vector Search a... | md | {
"tags": [
"Atlas",
"Java"
],
"pageDescription": "",
"contentType": "Tutorial"
} | Unlocking Semantic Search: Building a Java-Powered Movie Search Engine with Atlas Vector Search and Spring Boot | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/atlas/getting-started-mongodb-atlas-azure-functions-nodejs | created | # Getting Started with MongoDB Atlas and Azure Functions using Node.js
*This article was originally published on Microsoft's Tech Community.*
So you're building serverless applications with Microsoft Azure Functions, but you need to persist data to a database. What do you do about controlling the number of concurrent... | md | {
"tags": [
"Atlas",
"Azure",
"Node.js"
],
"pageDescription": "In this tutorial, we’re going to see just how easy it is to interact with MongoDB Atlas using Azure functions.",
"contentType": "Tutorial"
} | Getting Started with MongoDB Atlas and Azure Functions using Node.js | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/events/symfonylive-berlin-2024 | created | # SymfonyLive Berlin 2024
Come and meet our team at SymfonyLive Berlin!
## Sessions
Don't miss these talks by our team:
|Date| Titre| Speaker|
|---|---|---|
|June 20th|From Pickles to Pie: Sweeten Your PHP Extension Installs|Andreas Braun|
## Additional Resources
Dive deeper in your MongoDB exploration with the fol... | md | {
"tags": [
"MongoDB",
"PHP"
],
"pageDescription": "Join us at Symfony Live Berlin!",
"contentType": "Event"
} | SymfonyLive Berlin 2024 | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/events/springio-2024 | created | # Spring I/O 2024
Come and meet our team at Spring I/O!
## Sessions
Don't miss these talks by our team:
|Date| Titre| Speaker|
|---|---|---|
| May 30th | MongoDB Sprout: Where Data Meets Spring | Tim Kelly |
## Additional Resources
Dive deeper in your MongoDB exploration with the following resources:
Check out how ... | md | {
"tags": [
"MongoDB",
"Java"
],
"pageDescription": "Join us at Spring I/O!",
"contentType": "Event"
} | Spring I/O 2024 | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/events/cppcon-2024 | created | # CppCon 2024
Come and meet our team at CppCon!
## Sessions
Don't miss these talks by our team:
|Date| Titre| Speaker|
|---|---|---|
|September 21st and 22nd|Workshop: C++ Testing like a Ninja for Novice Testers|Jorge Ortiz & Rishabh Bisht|
## Additional Resources
We will publish a repository with all of the code ... | md | {
"tags": [
"MongoDB",
"C++"
],
"pageDescription": "Join us at CppCon!",
"contentType": "Event"
} | CppCon 2024 | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/events/developer-day-melbourne | created | # Developer Day Melbourne
Welcome to MongoDB Developer Day Melbourne! Below you can find all the resources you will need for the day.
## Data Modeling and Design Patterns
* Slides
* Library application
* System requirements
## MongoDB Atlas Setup: Hands-on exercises setup and troubleshooting
* Intro lab: hands-on ex... | md | {
"tags": [
"Atlas"
],
"pageDescription": "Join us for a full day of hands-on sessions about MongoDB. An event for developer by developers.",
"contentType": "Event"
} | Developer Day Melbourne | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/events/developer-day-sydney | created | # Developer Day Sydney
Welcome to MongoDB Developer Day Sydney! Below you can find all the resources you will need for the day.
## Data Modeling and Design Patterns
* Slides
* Library application
* System requirements
## MongoDB Atlas Setup: Hands-on exercises setup and troubleshooting
* Intro lab: hands-on exercise... | md | {
"tags": [
"Atlas"
],
"pageDescription": "Join us for a full day of hands-on sessions about MongoDB. An event for developer by developers.",
"contentType": "Event"
} | Developer Day Sydney | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/events/developer-day-auckland | created | # Developer Day Auckland
Welcome to MongoDB Developer Day Auckland! Below you can find all the resources you will need for the day.
## Data Modeling and Design Patterns
* Slides
* Library application
* System requirements
## MongoDB Atlas Setup: Hands-on exercises setup and troubleshooting
* Intro lab: hands-on exer... | md | {
"tags": [
"Atlas"
],
"pageDescription": "Join us for a full day of hands-on sessions about MongoDB. An event for developer by developers.",
"contentType": "Event"
} | Developer Day Auckland | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/deprecating-mongodb-atlas-graphql-hosting-services | created | # Deprecating MongoDB Atlas GraphQL and Hosting Services
As part of MongoDB’s ongoing commitment to innovation and providing the best possible developer experience, we have some important updates about our Atlas GraphQL and Atlas Hosting services. Our goal is always to offer developers the best services and tools on A... | md | {
"tags": [
"Atlas",
"GraphQL"
],
"pageDescription": "Guidance and resources on how to migrate from MongoDB Atlas GraphQL and Hosting services.",
"contentType": "News & Announcements"
} | Deprecating MongoDB Atlas GraphQL and Hosting Services | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/languages/go/http-server-persist-data | created | # HTTP Servers Persisting Data in MongoDB
# HTTP Servers Persisting Data in MongoDB
In the previous article and the corresponding video, we wrote a basic HTTP server from scratch. We used Go 1.22's new capabilities to deal with different HTTP verbs and we deserialized data that was sent from an HTTP client.
Exchangi... | md | {
"tags": [
"Go"
],
"pageDescription": "This tutorial explains how to persist data obtained from an HTTP endpoint into Atlas MongoDB.",
"contentType": "Tutorial"
} | HTTP Servers Persisting Data in MongoDB | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/events/developer-day-singapore | created | # Developer Day Singapore
Welcome to MongoDB Developer Day! Below you can find all the resources you will need for the day.
## Data Modeling and Design Patterns
* Slides
* Library application
* System requirements
### Hands-on exercises setup and troubleshooting
* Self-paced content -- Atlas cluster creation and lo... | md | {
"tags": [
"Atlas"
],
"pageDescription": "Join us for a full day of hands-on sessions about MongoDB. An event for developer by developers.",
"contentType": "Event"
} | Developer Day Singapore | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/events/mongodb-day-kementerian-kesehatan | created | # MongoDB Day with Kementerian Kesehatan
Welcome to MongoDB Developer Day! Below you can find all the resources you will need for the day.
## Data Modeling and Design Patterns
* Slides
* Library application
* System requirements
### Hands-on exercises setup and troubleshooting
* Self-paced content -- Atlas cluster ... | md | {
"tags": [
"Atlas"
],
"pageDescription": "Join us for a full day of hands-on sessions about MongoDB. An event for developer by developers.",
"contentType": "Event"
} | MongoDB Day with Kementerian Kesehatan | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/events/developer-day-jakarta | created | # Developer Day Jakarta
Welcome to MongoDB Developer Day! Below you can find all the resources you will need for the day.
## Data Modeling and Design Patterns
* Slides
* Library application
* System requirements
### Hands-on exercises setup and troubleshooting
* Self-paced content -- Atlas cluster creation and load... | md | {
"tags": [
"Atlas"
],
"pageDescription": "Join us for a full day of hands-on sessions about MongoDB. An event for developer by developers.",
"contentType": "Event"
} | Developer Day Jakarta | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/events/developer-day-kl | created | # Developer Day Kuala Lumpur
Welcome to MongoDB Developer Day! Below you can find all the resources you will need for the day.
## Data Modeling and Design Patterns
* Slides
* Library application
* System requirements
### Hands-on exercises setup and troubleshooting
* Self-paced content -- Atlas cluster creation and... | md | {
"tags": [
"Atlas"
],
"pageDescription": "Join us for a full day of hands-on sessions about MongoDB. An event for developer by developers.",
"contentType": "Event"
} | Developer Day Kuala Lumpur | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/languages/java/migration-411-50 | created | # Java Driver: Migrating From 4.11 to 5.0
## Introduction
The MongoDB Java driver 5.0.0 is now available!
While this version doesn't include many new features, it's removing a lot of deprecated methods and is preparing for the
future.
## How to upgrade
- Ensure your server version is compatible with Java Driver 5.... | md | {
"tags": [
"Java",
"MongoDB"
],
"pageDescription": "Learn how to migrate smoothly your MongoDB Java project from 4.11 to 5.0.",
"contentType": "Article"
} | Java Driver: Migrating From 4.11 to 5.0 | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/languages/javascript/lambda-nodejs | created | # Using the Node.js MongoDB Driver with AWS Lambda
JavaScript has come a long way since its modest debut in the 1990s. It has been the most popular language, according to the Stack Overflow Developer Survey, for 10 years in a row now. So it's no surprise that it has emerged as the most popular language for writing ser... | md | {
"tags": [
"JavaScript",
"Atlas",
"AWS"
],
"pageDescription": "In this article, you will learn how to use the MongoDB Node.js driver in AWS Lambda functions.",
"contentType": "Tutorial"
} | Using the Node.js MongoDB Driver with AWS Lambda | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/events/react-summit | created | # React Summit
Come and meet our team at React Summit!
## Sessions
Don't miss these talks by our team:
|Date| Titre| Speaker|
|---|---|---|
## Additional Resources
| md | {
"tags": [
"MongoDB",
"JavaScript"
],
"pageDescription": "Join us at React Summit!",
"contentType": "Event"
} | React Summit | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/mongodb/insurance-data-model-relational-migrator-refactor | created | # Modernize your insurance data models with MongoDB Relational Migrator
In the 70s and 80s, there were few commercial off-the-shelf solutions available for many core insurance functions, so insurers had to build their own applications. Such applications are often host-based, meaning that they are mainframe technologie... | md | {
"tags": [
"MongoDB"
],
"pageDescription": "This tutorial walks you through the refactoring of the OMG Party Role data model, a widely used insurance standard. With the help of MongoDB Relational Migrator you’ll be able to refactor your relational tables into MongoDB collections and reap all the document mod... | Modernize your insurance data models with MongoDB Relational Migrator | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/beyond-basics-enhancing-kotlin-ktor-api-vector-search | created | # Beyond Basics: Enhancing Kotlin Ktor API With Vector Search
In this article, we will delve into advanced MongoDB techniques in conjunction with the Kotlin Ktor API, building upon the foundation established in our previous article, Mastering Kotlin: Creating an API With Ktor and MongoDB Atlas. Our focus will be on in... | md | {
"tags": [
"Atlas",
"Kotlin",
"AI"
],
"pageDescription": "Learn how to integrate Vector Search into your Kotlin with Ktor application using MongoDB.",
"contentType": "Tutorial"
} | Beyond Basics: Enhancing Kotlin Ktor API With Vector Search | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/build-inventory-management-system-using-mongodb-atlas | created | # Build an Inventory Management System Using MongoDB Atlas
In the competitive retail landscape, having the right stock in the right place at the right time is crucial. Too little inventory when and where it’s needed can create unhappy customers. However, a large inventory can increase costs and risks associated with i... | md | {
"tags": [
"Atlas",
"JavaScript"
],
"pageDescription": "This tutorial takes you through the process of building a web app capable of efficiently navigating through your product catalog, receiving alerts, and automating restock workflows, all while maintaining control of your inventory through real-time a... | Build an Inventory Management System Using MongoDB Atlas | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/languages/csharp/csharp-crud-tutorial | created | # MongoDB & C Sharp: CRUD Operations Tutorial
In this Quick Start post, I'll show how to set up connections between C# and MongoDB. Then I'll walk through the database Create, Read, Update, and Delete (CRUD) operations. As you already know, C# is a general-purpose language and MongoDB is a general-purpose data p... | md | {
"tags": [
"C#"
],
"pageDescription": "Learn how to perform CRUD operations using C Sharp for MongoDB databases.",
"contentType": "Quickstart"
} | MongoDB & C Sharp: CRUD Operations Tutorial | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/atlas/harnessing-natural-language-mongodb-queries-google-gemini | created | # Harnessing Natural Language for MongoDB Queries With Google Gemini
In the digital age, leveraging natural language for database queries represents a leap toward more intuitive data management. Vertex AI Extensions, currently in **private preview**, help in interacting with MongoDB using natural language. This tutori... | md | {
"tags": [
"Atlas",
"Python",
"AI",
"Google Cloud"
],
"pageDescription": "By integrating MongoDB Atlas with Vertex AI Extensions, we offer a solution that enhances the accessibility and usability of the database.",
"contentType": "Article"
} | Harnessing Natural Language for MongoDB Queries With Google Gemini | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/stream-data-aws-glue | created | # Stream Data Into MongoDB Atlas Using AWS Glue
In this tutorial, you'll find a tangible showcase of how AWS Glue, Amazon Kinesis, and MongoDB Atlas seamlessly integrate, creating a streamlined data streaming solution alongside extract, transform, and load (ETL) capabilities. This repository also harnesses the power o... | md | {
"tags": [
"Atlas",
"AWS"
],
"pageDescription": "In this tutorial, find a tangible showcase of how AWS Glue, Amazon Kinesis, and MongoDB Atlas seamlessly integrate.",
"contentType": "Tutorial"
} | Stream Data Into MongoDB Atlas Using AWS Glue | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/rag_with_claude_opus_mongodb | created | # How to Build a RAG System Using Claude 3 Opus And MongoDB
# Introduction
Anthropic, a provider of large language models (LLMs), recently introduced three state-of-the-art models classified under the Claude 3 model family. This tutorial utilises one of the Claude 3 models within a retrieval-augmented generation (RAG)... | md | {
"tags": [
"Atlas",
"Python",
"AI",
"Pandas"
],
"pageDescription": "This guide details creating a Retrieval-Augmented Generation (RAG) system using Anthropic's Claude 3 models and MongoDB. It covers environment setup, data preparation, and chatbot implementation as a tech analyst. Key steps inclu... | How to Build a RAG System Using Claude 3 Opus And MongoDB | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/mongodb/mongodb-performance-over-rdbms | created | # MongoDB's Performance over RDBMS
Someone somewhere might be wondering why we get superior performance with MongoDB over RDBMS databases. What is the secret behind it? I too had this question until I learned about the internal workings of MongoDB, especially data modeling, advanced index methods, and finally, how the... | md | {
"tags": [
"MongoDB"
],
"pageDescription": "Guest Author Srinivas Mutyala discusses the reasons for MongoDB's improved performance over traditional RDMBS.",
"contentType": "Article"
} | MongoDB's Performance over RDBMS | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/languages/cpp/adventures-iot-project-intro | created | # Plans and Hardware Selection for a Hands-on Implementation of IoT with MCUs and MongoDB
Do you have a cool idea for a device that you may consider producing and selling? Would you want to have some new functionality implemented for your smart home? Do you want to understand how IoT works with a real example that we ... | md | {
"tags": [
"C++",
"Python"
],
"pageDescription": "In the first article of this series, you can learn about the hands-on IoT project that we will be delivering. It discusses the architecture that will be implemented and the step-by-step approach that will be followed to implement it. There is a discussion... | Plans and Hardware Selection for a Hands-on Implementation of IoT with MCUs and MongoDB | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/languages/java/quarkus-rest-crud | created | # Creating a REST API for CRUD Operations With Quarkus and MongoDB
## What is Quarkus?
When we write a traditional Java application, our Java source code is compiled and transformed into Java bytecode.
This bytecode can then be executed by a Java virtual machine (JVM) specific to the operating system you are
running.... | md | {
"tags": [
"Java",
"MongoDB",
"Quarkus",
"Docker"
],
"pageDescription": "Explore the seamless integration of Quarkus, GraalVM, and MongoDB for lightning-fast CRUD RESTful APIs. Harness Quarkus' rapid startup time and Kubernetes compatibility for streamlined deployment.",
"contentType": "Quickst... | Creating a REST API for CRUD Operations With Quarkus and MongoDB | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/unlock-value-data-mongodb-atlas-intelligent-analytics-microsoft-fabric | created | # Unlock the Value of Data in MongoDB Atlas with the Intelligent Analytics of Microsoft Fabric
To win in this competitive digital economy, enterprises are striving to create smarter intelligent apps. These apps provide a superior customer experience and can derive insights and predictions in real-time.
Smarter apps ... | md | {
"tags": [
"Atlas"
],
"pageDescription": "Learn how you can use Microsoft Fabric with MongoDB Atlas for intelligent analytics for your data. ",
"contentType": "News & Announcements"
} | Unlock the Value of Data in MongoDB Atlas with the Intelligent Analytics of Microsoft Fabric | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/languages/python/semantic-search-made-easy-langchain-mongodb | created | # Semantic Search Made Easy With LangChain and MongoDB
Enabling semantic search on user-specific data is a multi-step process that includes loading, transforming, embedding, and storing data before it can be queried.
, whose goal is to provide a set of utilities to greatly simplify this process.
In this tutorial, ... | md | {
"tags": [
"Python",
"Atlas",
"AI"
],
"pageDescription": "Discover the power of semantic search with our comprehensive tutorial on integrating LangChain and MongoDB. This step-by-step guide simplifies the complex process of loading, transforming, embedding, and storing data for enhanced search capabi... | Semantic Search Made Easy With LangChain and MongoDB | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/atlas/no-connectivity-no-problem-enable-offline-inventory-atlas-edge-server | created | # No Connectivity? No Problem! Enable Offline Inventory with Atlas Edge Server
> If you haven’t yet followed our guide on how to build an inventory management system using MongoDB Atlas, we strongly advise doing so now. This article builds on top of the previous one to bring powerful new capabilities for real-time syn... | md | {
"tags": [
"Atlas"
],
"pageDescription": "",
"contentType": "Tutorial"
} | No Connectivity? No Problem! Enable Offline Inventory with Atlas Edge Server | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/migrate-from-rdbms-mongodb-help-ai-introduction-query-converter | created | # Migrate From an RDBMS to MongoDB With the Help of AI: An Introduction to Query Converter
Migrating your applications between databases and programming languages can often feel like a chore. You have to export and import your data, transfer your schemas, and make potential application logic changes to accommodate the... | md | {
"tags": [
"Atlas",
"SQL"
],
"pageDescription": "Learn how to quickly and easily migrate your SQL queries from a relational database to MongoDB queries and aggregation pipelines using the AI features of Relational Migrator and Query Converter.",
"contentType": "Tutorial"
} | Migrate From an RDBMS to MongoDB With the Help of AI: An Introduction to Query Converter | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/languages/javascript/scale-up-office-music | created | # Listen Along at Scale Up with Atlas Application Services
Here at Scale Up, we value music a lot. We have a Google Home speaker at our office that gets a lot of use. Music gets us going and helps us express ourselves individually as well as an organization. With how important music is in our lives, an idea came to ou... | md | {
"tags": [
"JavaScript",
"Atlas",
"Node.js"
],
"pageDescription": "Learn how Scale Up publishes the title of the song currently playing in their office regardless of the musical source using an old cellphone and MongoDB Atlas Application Services.",
"contentType": "Article"
} | Listen Along at Scale Up with Atlas Application Services | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/connectors/bigquery-spark-stored-procedure | created | # Spark Up Your MongoDB and BigQuery using BigQuery Spark Stored Procedures
To empower enterprises that strive to transform their data into insights, BigQuery has emerged as a powerful, scalable, cloud-based data warehouse solution offered by Google Cloud Platform (GCP). Its cloud-based approach allows efficient data ... | md | {
"tags": [
"Connectors",
"Python",
"Spark"
],
"pageDescription": "",
"contentType": "Tutorial"
} | Spark Up Your MongoDB and BigQuery using BigQuery Spark Stored Procedures | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/events/developer-day-gdg-philadelphia | created | # Google Developer Day Philadelphia
Welcome to Google Developer Day Philadelphia! Below you can find all the resources you will need for the day.
## Michael's Slide Deck
* Slides
## Search Lab
* Slides
* Intro Lab
* Search lab: hands-on exercises
* Survey
## Resources
* Try Atlas
* Try Compass
* Try Relational Migr... | md | {
"tags": [
"Atlas",
"Google Cloud"
],
"pageDescription": "Experience the future of technology with GDG Philadelphia at our Build with AI event series & Google I/O Extended! Join us for a half-day event showcasing the latest technologies from Google, including AI, Cloud, and Web development. Connect with... | Google Developer Day Philadelphia | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/languages/java/socks5-proxy | created | # Connection to MongoDB With Java And SOCKS5 Proxy
## Introduction
SOCKS5 is a standardized protocol for communicating with network services through a proxy server. It offers several
advantages like allowing the users to change their virtual location or hide their IP address from the online services.
SOCKS5 also off... | md | {
"tags": [
"Java",
"MongoDB",
"Spring"
],
"pageDescription": "In this post, we explain the different methods you can use to connect to a MongoDB cluster through a SOCKS5 proxy with vanilla Java and Spring Boot.",
"contentType": "Tutorial"
} | Connection to MongoDB With Java And SOCKS5 Proxy | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/neurelo-series-two-lambda | created | # Building a Restaurant Locator Using Atlas, Neurelo, and AWS Lambda
Ready to build a robust and efficient application that can quickly process real-time data, is capable of adapting to changing environments, and is fully customizable with seamless integration?
The developer dream trifecta of MongoDB Atlas, Neurelo,... | md | {
"tags": [
"Atlas",
"Python",
"Neurelo"
],
"pageDescription": "Follow along with this in-depth tutorial covering the integration of MongoDB Atlas, Neurelo, and AWS Lambda to build a restaurant locator.",
"contentType": "Tutorial"
} | Building a Restaurant Locator Using Atlas, Neurelo, and AWS Lambda | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/getting-started-atlas-stream-processing-security | created | # Getting Started With Atlas Stream Processing Security
Security is paramount in the realm of databases, and the safeguarding of streaming data is no exception. Stream processing services like Atlas Stream Processing handle sensitive data from a variety of sources, making them prime targets for malicious activities. R... | md | {
"tags": [
"Atlas"
],
"pageDescription": "Take a deep dive into Atlas Stream Processing security. Learn how Atlas Stream Processing achieves a principle of least privilege.",
"contentType": "Tutorial"
} | Getting Started With Atlas Stream Processing Security | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/languages/csharp/ef-core-ga-updates | created | # What's New in the MongoDB Provider for EF Core?
Exciting news! As announced at .local NYC, the MongoDB Provider for Entity Framework (EF) has gone into General Availability (GA) with the release of version 8.0 in NuGet. The major version numbers are set to align with the version number of .NET and EF so the release ... | md | {
"tags": [
"C#"
],
"pageDescription": "Learn more about the new features in the GA release of the MongoDB Provider for EF Core.\n",
"contentType": "Article"
} | What's New in the MongoDB Provider for EF Core? | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/mongodb/mongodb-php-symfony-rental-workshop | created | # Symfony and MongoDB Workshop: Building a Rental Listing Application
## Introduction
We are pleased to release our MongoDB and Symfony workshop to help PHP developers build better applications with MongoDB.
The workshop guides participants through developing a rental listing application using the Symfony framework ... | md | {
"tags": [
"MongoDB",
"PHP"
],
"pageDescription": "",
"contentType": "Tutorial"
} | Symfony and MongoDB Workshop: Building a Rental Listing Application | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/languages/go/go-concurrency-graceful-shutdown | created | # Concurrency and Gracefully Closing the MDB Client
# Concurrency and Gracefully Closing the MDB Client
In the previous article and the corresponding video, we learned to persist the data that was exchanged with our HTTP server using MongoDB. We used the MongoDB driver for Go to access a **free** MongoDB Atlas cluste... | md | {
"tags": [
"Go"
],
"pageDescription": "A practical explanation on how to use goroutines and channels to achieve a graceful shutdown of the server and get the most out of it.",
"contentType": "Tutorial"
} | Concurrency and Gracefully Closing the MDB Client | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/atlas-search-local-unit-testing | created | # How to Enable Local and Automatic Testing of Atlas Search-Based Features
## Introduction
Atlas Search enables you to perform full-text queries on your MongoDB database. In this post, I want to show how you can
use test containers to write integration tests for Atlas Search-based queries, so that you can run them lo... | md | {
"tags": [
"Atlas",
"JavaScript",
"Docker"
],
"pageDescription": "In this blog post, you'll learn how to deploy MongoDB Atlas Search locally using Docker containers, index some documents and finally start unit tests to validate your Atlas Search indexes.",
"contentType": "Article"
} | How to Enable Local and Automatic Testing of Atlas Search-Based Features | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/quickstart-mongodb-atlas-python | created | # Quick Start: Getting Started With MongoDB Atlas and Python
## What you will learn
* How to set up MongoDB Atlas in the cloud
* How to load sample data
* How to query sample data using the PyMongo library
## Where's the code?
The Jupyter Notebook for this quickstart tutorial can be found here.
## Step 1: Set up Mo... | md | {
"tags": [
"Atlas",
"Python"
],
"pageDescription": "In this tutorial, we will learn how to setup MongoDB Atlas in the Cloud, load sample data and query it using the PyMongo library.",
"contentType": "Quickstart"
} | Quick Start: Getting Started With MongoDB Atlas and Python | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/mongodb/semantic-search-openai | created | # Enable Generative AI and Semantic Search Capabilities on Your Database With MongoDB Atlas and OpenAI
### Goal
Our goal for this tutorial is to leverage available and popular open-source LLMs in the market and add the capabilities and power of those LLMs in the same database as your operational (or in other words, pr... | md | {
"tags": [
"MongoDB",
"Python",
"AI"
],
"pageDescription": "Learn how to enable Generative AI and Semantic Search capabilities on your database using MongoDB Atlas and OpenAI.",
"contentType": "Tutorial"
} | Enable Generative AI and Semantic Search Capabilities on Your Database With MongoDB Atlas and OpenAI | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/choose-embedding-model-rag | created | # RAG Series Part 1: How to Choose the Right Embedding Model for Your Application
If you are building Generative AI (GenAI) applications in 2024, you’ve probably heard the term “embeddings” a few times by now and are seeing new embedding models hit the shelf every week. So why do so many people suddenly care about emb... | md | {
"tags": [
"Atlas",
"Python",
"AI"
],
"pageDescription": "In this tutorial, we will see why embeddings are important for RAG, and how to choose the right embedding model for your RAG application.",
"contentType": "Tutorial"
} | RAG Series Part 1: How to Choose the Right Embedding Model for Your Application | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/code-examples/java/spring-boot-reactive | created | # Reactive Java Spring Boot with MongoDB
## Introduction
Spring Boot +
Reactive +
Spring Data +
MongoDB. Putting these four technologies together can be a challenge, especially if you are just starting out.
Without getting into details of each of these technologies, this tutorial aims to help you get a jump start on a... | md | {
"tags": [
"Java",
"MongoDB",
"Spring"
],
"pageDescription": "Quick start to Reactive Java Spring Boot and Spring Data MongoDB with an example application which includes implementations ofReactiveMongoRepository and ReactiveMongoTemplate and multi-document ACID transactions",
"contentType": "Code E... | Reactive Java Spring Boot with MongoDB | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/languages/java/aggregation-framework-springboot-jdk-coretto | created | # MongoDB Advanced Aggregations With Spring Boot and Amazon Corretto
# Introduction
In this tutorial, we'll get into the understanding of aggregations and explore how to construct aggregation pipelines within your Spring Boot applications.
If you're new to Spring Boot, it's advisable to understand the fundamentals b... | md | {
"tags": [
"Java",
"MongoDB",
"Spring"
],
"pageDescription": "This tutorial will help you create MongoDB aggregation pipelines using Spring Boot applications.",
"contentType": "Tutorial"
} | MongoDB Advanced Aggregations With Spring Boot and Amazon Corretto | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/languages/java/azure-kubernetes-services-java-microservices | created | # Using Azure Kubernetes Services for Java Spring Boot Microservices
## Introduction
In the early days of software development, application development consisted of monolithic codebases. With challenges in scaling, singular points of failure, and inefficiencies in updating, a solution was proposed. A modular approach.... | md | {
"tags": [
"Java",
"Azure",
"Spring",
"Kubernetes"
],
"pageDescription": "Learn how to deploy your Java Spring Boot microservice to Azure Kubernetes Services.",
"contentType": "Tutorial"
} | Using Azure Kubernetes Services for Java Spring Boot Microservices | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/ai-shop-mongodb-atlas-langchain-openai | created | # AI Shop: The Power of LangChain, OpenAI, and MongoDB Atlas Working Together
Building AI applications in the last few months has made my mind run into different places, mostly inspired by ideas and new ways of interacting with sources of information. After eight years at MongoDB, I can clearly see the potential of Mo... | md | {
"tags": [
"Atlas",
"JavaScript",
"Node.js",
"AI"
],
"pageDescription": "Explore the synergy of MongoDB Atlas, LangChain, and OpenAI GPT-4 in our cutting-edge AI Shop application. Discover how flexible document models and advanced AI predictions revolutionize online shopping, providing personaliz... | AI Shop: The Power of LangChain, OpenAI, and MongoDB Atlas Working Together | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/atlas/atlas-stream-processing-development-guide | created | # Introduction to Atlas Stream Processing Development
Welcome to this MongoDB Stream Processing tutorial! In this guide, we will quickly set up a coding workflow and have you write and run your first Stream Processing Instance in no time. In a very short time, we'll learn how to create a new stream processor instance,... | md | {
"tags": [
"Atlas"
],
"pageDescription": "Learn to set up and run your first MongoDB Atlas stream processor with our straightforward tutorial. Discover how to create instances, code in Visual Studio Code, and aggregate stream data effectively.",
"contentType": "Quickstart"
} | Introduction to Atlas Stream Processing Development | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/languages/java/virtual-threads-reactive-programming | created | # Optimizing Java Performance With Virtual Threads, Reactive Programming, and MongoDB
## Introduction
When I first heard about Project Loom and virtual threads, my first thought was that this was a death sentence for
reactive programming. It wasn't bad news at first because reactive programming comes with its additio... | md | {
"tags": [
"Java",
"MongoDB",
"Spring"
],
"pageDescription": "Join us as we delve into the dynamic world of Java concurrency with Virtual Threads and Reactive Programming, complemented by MongoDB's seamless integration. Elevate your app's performance with practical tips and real-world examples in thi... | Optimizing Java Performance With Virtual Threads, Reactive Programming, and MongoDB | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/languages/cpp/me-and-the-devil-bluez-1 | created | # Me and the Devil BlueZ: Implementing a BLE Central in Linux - Part 1
In my last article, I covered the basic Bluetooth Low Energy concepts required to implement a BLE peripheral in an MCU board. We used a Raspberry Pi Pico board and MicroPython for our implementation. We ended up with a prototype firmware that used ... | md | {
"tags": [
"C++",
"RaspberryPi"
],
"pageDescription": "In this new article, we will be focusing on the client side of the Bluetooth Low Energy communication: the BLE central.",
"contentType": "Tutorial"
} | Me and the Devil BlueZ: Implementing a BLE Central in Linux - Part 1 | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/atlas/ecommerce-search-openai | created | # Build an E-commerce Search Using MongoDB Vector Search and OpenAI
## Introduction
In this article, we will build a product search system using MongoDB Vector Search and OpenAI APIs. We will build a search API endpoint that receives natural language queries and delivers relevant products as results in JSON format. I... | md | {
"tags": [
"Atlas",
"AI"
],
"pageDescription": "Create an e-commerce semantic search utilizing MongoDB Vector Search and OpenAI models",
"contentType": "Article"
} | Build an E-commerce Search Using MongoDB Vector Search and OpenAI | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/languages/java/secure-api-spring-microsoft-entraid | created | # Secure your API with Spring Data MongoDB and Microsoft EntraID
## Introduction
Welcome to our hands-on tutorial, where you'll learn how to build a RESTful API with Spring Data MongoDB, fortified by the security of Microsoft Entra ID and OAuth2. On this journey, we'll lead you through the creation of a streamlined t... | md | {
"tags": [
"Java",
"MongoDB",
"Azure",
"Spring"
],
"pageDescription": "Using Microsoft Entra ID, Spring Boot Security, and Spring Data MongoDB, make a secure rest API.",
"contentType": "Tutorial"
} | Secure your API with Spring Data MongoDB and Microsoft EntraID | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/mongodb/cdc-kafka-relational-migrator | created | # The Great Continuous Migration: CDC Jobs With Kafka and Relational Migrator
Are you ready to *finally* move your relational data over to MongoDB while ensuring every change to your database is properly handled? While this process can be jarring, MongoDB’s Relational Migrator is here to help simplify things. In this ... | md | {
"tags": [
"MongoDB",
"AWS",
"Kafka",
"SQL"
],
"pageDescription": "This tutorial explains how to configure CDC jobs on your relational data from MySQL Workbench to MongoDB Atlas using MongoDB Relational Migrator and Confluent Cloud.",
"contentType": "Tutorial"
} | The Great Continuous Migration: CDC Jobs With Kafka and Relational Migrator | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/agent-fireworksai-mongodb-langchain | created | # Building an AI Agent With Memory Using MongoDB, Fireworks AI, and LangChain
This tutorial provides a step-by-step guide on building an AI research assistant agent that uses MongoDB as the memory provider, Fireworks AI for function calling, and LangChain for integrating and managing conversational components.
This a... | md | {
"tags": [
"Atlas",
"Python",
"AI",
"Pandas"
],
"pageDescription": "Creating your own AI agent equipped with a sophisticated memory system. This guide provides a detailed walkthrough on leveraging the capabilities of Fireworks AI, MongoDB, and LangChain to construct an AI agent that not only resp... | Building an AI Agent With Memory Using MongoDB, Fireworks AI, and LangChain | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/mongodb/spring-application-on-k8s | created | # MongoDB Orchestration With Spring & Atlas Kubernetes Operator
In this tutorial, we'll delve into containerization concepts, focusing on Docker, and explore deploying your Spring Boot application from a previous tutorial. By the tutorial's conclusion, you'll grasp Docker and Kubernetes concepts and gain hands-on expe... | md | {
"tags": [
"MongoDB",
"Java",
"AWS"
],
"pageDescription": "Learn how to use Spring application in production using Atlas Kubernetes Operator",
"contentType": "Article"
} | MongoDB Orchestration With Spring & Atlas Kubernetes Operator | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/amazon-sagemaker-and-mongodb-vector-search-part-2 | created | # Part #2: Create Your Model Endpoint With Amazon SageMaker, AWS Lambda, and AWS API Gateway
Welcome to Part 2 of the `Amazon SageMaker + Atlas Vector Search` series. In Part 1, I showed you how to set up an architecture that uses both tools to create embeddings for your data and how to use those to then semantically ... | md | {
"tags": [
"Atlas",
"Python",
"AI",
"AWS",
"Serverless"
],
"pageDescription": "In this series, we look at how to use Amazon SageMaker and MongoDB Atlas Vector Search to semantically search your data.",
"contentType": "Tutorial"
} | Part #2: Create Your Model Endpoint With Amazon SageMaker, AWS Lambda, and AWS API Gateway | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/connectors/deploying-kubernetes-operator | created | # Deploying the MongoDB Enterprise Kubernetes Operator on Google Cloud
This article is part of a three-parts series on deploying MongoDB across multiple Kubernetes clusters using the operators.
- Deploying the MongoDB Enterprise Kubernetes Operator on Google Cloud
- Mastering MongoDB Ops Manager
- Deploying M... | md | {
"tags": [
"Connectors",
"Kubernetes"
],
"pageDescription": "Learn how to deploy the MongoDB Enterprise Kubernetes Operator in this tutorial.",
"contentType": "Tutorial"
} | Deploying the MongoDB Enterprise Kubernetes Operator on Google Cloud | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/atlas/mongodb-atlas-terraform-database-users-vault | created | # MongoDB Atlas With Terraform: Database Users and Vault
In this tutorial, I will show how to create a user for the MongoDB database in Atlas using Terraform and how to store this credential securely in HashiCorp Vault. We saw in the previous article, MongoDB Atlas With Terraform - Cluster and Backup Policies, how to ... | md | {
"tags": [
"Atlas",
"Terraform"
],
"pageDescription": "Learn how to create a user for MongoDB and secure their credentials securely in Hashicorp Vault.",
"contentType": "Tutorial"
} | MongoDB Atlas With Terraform: Database Users and Vault | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/atlas-one-click-deployment-integ | created | # Single Click to Success: Deploying on Netlify, Vercel, Heroku, and Render with Atlas
MongoDB One-Click Starters are pre-configured project templates tailored for specific development stacks, designed to be deployed with just a few clicks. The primary purpose of these starters is to streamline the process of setting ... | md | {
"tags": [
"Atlas",
"Python",
"JavaScript",
"Next.js",
"Vercel",
"Netlify"
],
"pageDescription": "Explore the 'MongoDB One-Click Starters: A Comprehensive Guide' for an in-depth look at deploying MongoDB with Netlify, Vercel, Heroku, and Render. This guide covers essential features, ideal... | Single Click to Success: Deploying on Netlify, Vercel, Heroku, and Render with Atlas | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/languages/go/interact-aws-lambda-function-go | created | # Interact with MongoDB in an AWS Lambda Function Using Go
If you're a Go developer and you're looking to go serverless, AWS Lambda is a solid choice that will get you up and running in no time. But what happens when you need to connect to your database? With serverless functions, also known as functions as a service ... | md | {
"tags": [
"Go",
"AWS",
"Serverless"
],
"pageDescription": "In this tutorial, we'll see how to create a serverless function using the Go programming language and that function will connect to and query MongoDB Atlas in an efficient manner.",
"contentType": "Tutorial"
} | Interact with MongoDB in an AWS Lambda Function Using Go | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/mongodb/vector-search-hashicorp | created | # Leveraging Atlas Vector Search With HashiCorp Terraform: Empowering Semantic Search in Modern Applications
Last year, MongoDB announced the general availability of Atlas Vector Search, a new capability in Atlas that allows developers to search across data stored in MongoDB based on its semantic meaning using high di... | md | {
"tags": [
"MongoDB",
"Terraform"
],
"pageDescription": "Learn how to leverage Atlas Vector Search with HashiCorp Terraform in this tutorial.",
"contentType": "Tutorial"
} | Leveraging Atlas Vector Search With HashiCorp Terraform: Empowering Semantic Search in Modern Applications | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/quickstart-vectorsearch-mongodb-python | created | # Quick Start 2: Vector Search With MongoDB and OpenAI
This quick start will guide you through how to perform vector search using MongoDB Atlas and OpenAI API.
**Code (Python notebook)**: View on Github or Open in Colab
### What you will learn
- Creating a vector index on Atlas
- Performing vector search using Ope... | md | {
"tags": [
"Atlas",
"Python",
"AI"
],
"pageDescription": "This quick start will guide you through how to perform vector search using MongoDB Atlas and OpenAI API. ",
"contentType": "Quickstart"
} | Quick Start 2: Vector Search With MongoDB and OpenAI | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/realm/realm-flex-sync-tutorial | created | # Using Realm Flexible Sync in Your App—an iOS Tutorial
## Introduction
In January 2022, we announced the release of the Realm Flexible Sync preview—an opportunity for developers to take it for a spin and give us feedback. Flexible Sync is now Generally Available as part of MongoDB Atlas Device Sync. That article pro... | md | {
"tags": [
"Realm",
"iOS"
],
"pageDescription": "How to use Realm Flexible Sync in your app. Worked example of an iOS chat app.",
"contentType": "Tutorial"
} | Using Realm Flexible Sync in Your App—an iOS Tutorial | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/atlas/advanced-rag-langchain-mongodb | created | # Adding Semantic Caching and Memory to Your RAG Application Using MongoDB and LangChain
# Introduction
Retrieval-augmented generation (RAG) is an architectural design pattern prevalent in modern AI applications that provides generative AI functionalities. RAG has gained adoption within generative applications due to... | md | {
"tags": [
"Atlas",
"Python",
"AI",
"Pandas"
],
"pageDescription": "This guide outlines how to enhance Retrieval-Augmented Generation (RAG) applications with semantic caching and memory using MongoDB and LangChain. It explains integrating semantic caching to improve response efficiency and releva... | Adding Semantic Caching and Memory to Your RAG Application Using MongoDB and LangChain | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/how-use-cohere-embeddings-rerank-modules-mongodb-atlas | created | # How to Use Cohere Embeddings and Rerank Modules with MongoDB Atlas
The daunting task that developers currently face while developing solutions powered by the retrieval augmented generation (RAG) framework is the choice of retrieval mechanism. Augmenting the large language model (LLM) prompt with relevant and exhaust... | md | {
"tags": [
"Atlas",
"Python"
],
"pageDescription": "",
"contentType": "Tutorial"
} | How to Use Cohere Embeddings and Rerank Modules with MongoDB Atlas | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/add-memory-to-javascript-rag-application-mongodb-langchain | created | # Add Memory to Your JavaScript RAG Application Using MongoDB and LangChain
## Introduction
AI applications with generative AI capabilities, such as text and image generation, require more than just the base large language models (LLMs). This is because LLMs are limited to their parametric knowledge, which can be out... | md | {
"tags": [
"Atlas",
"JavaScript",
"AI"
],
"pageDescription": "Unlock the full potential of your JavaScript RAG application with MongoDB and LangChain. This guide dives into enhancing AI systems with a conversational memory, improving response relevance and user interaction by integrating MongoDB's At... | Add Memory to Your JavaScript RAG Application Using MongoDB and LangChain | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/build-newsletter-website-mongodb-data-platform | created | # Build a Newsletter Website With the MongoDB Data Platform
>
>
>Please note: This article discusses Stitch. Stitch is now MongoDB Realm. All the same features and functionality, now with a new name. Learn more here. We will be updating this article in due course.
>
>
"This'll be simple," I thought. "How hard can it ... | md | {
"tags": [
"Atlas",
"JavaScript"
],
"pageDescription": "How I ended up building a whole CMS for a newsletter — when it wasn't even my job",
"contentType": "Article"
} | Build a Newsletter Website With the MongoDB Data Platform | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/languages/go/http-basics-with-go | created | # HTTP basics With Go 1.22
# HTTP basics with Go 1.22
Go is a wonderful programming language –very productive with many capabilities. This series of articles is designed to offer you a feature walkthrough of the language, while we build a realistic program from scratch.
In order for this to work, there are some thin... | md | {
"tags": [
"Go"
],
"pageDescription": "This tutorial explains how to create a basic HTTP server with a couple of endpoints to backend developers with no prior experience on Go. It uses only the standard library functionality, but takes advantages of the new features introduced in Go 1.22.",
"contentType": ... | HTTP basics With Go 1.22 | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/practical-exercise-atlas-device-sdk-web-sync | created | # A Practical Exercise of Atlas Device SDK for Web With Sync (Preview)
**Table of contents**
* Atlas Device SDK for web with Device Sync and its real-world usage
* Architecture
* Basic components
* Building your own React web app
- Step 1: Setting up the back end
- Step 2: Creating an App Services app
- ... | md | {
"tags": [
"Atlas"
],
"pageDescription": "In this tutorial, we demonstrate how a developer can easily enable Device Sync to a coffee consumption web app./practical-exercise-atlas-device-sdk-web-sync",
"contentType": "Tutorial"
} | A Practical Exercise of Atlas Device SDK for Web With Sync (Preview) | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/iot-mongodb-powering-time-series-analysis-household-power-consumption | created | # IoT and MongoDB: Powering Time Series Analysis of Household Power Consumption
IoT (Internet of Things) systems are increasingly becoming a part of our daily lives, offering smart solutions for homes and businesses.
This article will explore a practical case study on household power consumption, showcasing how Mong... | md | {
"tags": [
"Atlas",
"JavaScript"
],
"pageDescription": "",
"contentType": "Tutorial"
} | IoT and MongoDB: Powering Time Series Analysis of Household Power Consumption | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/languages/java/quarkus-eclipse-jnosql | created | # Create a Java REST API with Quarkus and Eclipse JNoSQL for MongoDB
## Introduction
In this tutorial, you will learn how to create a RESTful API using Quarkus, a framework for building Java applications,
and integrate it with Eclipse JNoSQL to work with MongoDB. We will create a simple API to manage developer record... | md | {
"tags": [
"Java",
"MongoDB",
"Quarkus"
],
"pageDescription": "Learn to create a REST API with Quarkus and Eclipse JNoSQL for MongoDB",
"contentType": "Tutorial"
} | Create a Java REST API with Quarkus and Eclipse JNoSQL for MongoDB | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/atlas/cluster-to-cluster | created | # Efficient Sync Solutions: Cluster-to-Cluster Sync and Live Migration to Atlas
The challenges that are raised in modern business contexts are increasingly complex. These challenges range from the ability to minimize downtime during migrations to adopting efficient tools for transitioning from relational to non-relati... | md | {
"tags": [
"Atlas"
],
"pageDescription": "Learn about how to enable cluster-to-cluster sync",
"contentType": "Tutorial"
} | Efficient Sync Solutions: Cluster-to-Cluster Sync and Live Migration to Atlas | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/languages/java/quarkus-pagination | created | # Introduction to Data Pagination With Quarkus and MongoDB: A Comprehensive Tutorial
## Introduction
In modern web development, managing large datasets efficiently through APIs is crucial for enhancing application
performance and user experience. This tutorial explores pagination techniques using Quarkus and MongoDB,... | md | {
"tags": [
"Java",
"MongoDB",
"Quarkus"
],
"pageDescription": "In this blog post, you'll learn how to create a RESTful API with Quarkus that supports MongoDB queries with pagination.",
"contentType": "Tutorial"
} | Introduction to Data Pagination With Quarkus and MongoDB: A Comprehensive Tutorial | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/getting-started-mongodb-atlas-serverless-aws-cdk-serverless-computing | created | # Getting Started With MongoDB Atlas Serverless, AWS CDK, and AWS Serverless Computing
Serverless development is a cloud computing execution model where cloud and SaaS providers dynamically manage the allocation and provisioning of servers on your behalf, dropping all the way to $0 cost when not in use. This approach ... | md | {
"tags": [
"Atlas",
"JavaScript",
"Python",
"Serverless",
"AWS"
],
"pageDescription": "",
"contentType": "Tutorial"
} | Getting Started With MongoDB Atlas Serverless, AWS CDK, and AWS Serverless Computing | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/languages/csharp/polymorphism-with-mongodb-csharp | created | # Using Polymorphism with MongoDB and C#
In comparison to relational database management systems (RDBMS), MongoDB's flexible schema is a huge step forward when handling object-oriented data. These structures often make use of polymorphism where common base classes contain the shared fields that are available for all c... | md | {
"tags": [
"C#"
],
"pageDescription": "An article discussing when and how to use polymorphism in a C# application using the MongoDB C# Driver.",
"contentType": "Tutorial"
} | Using Polymorphism with MongoDB and C# | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/languages/cpp/me-and-the-devil-bluez-2 | created | # Me and the Devil BlueZ: Reading BLE sensors from C++
# Me and the Devil Bluez: Reading BLE sensors from C++
In our last article, I shared how to interact with Bluetooth Low Energy devices from a Raspberry Pi with Linux, using DBus and BlueZ. I did a step-by-step walkthrough on how to talk to a BLE device using a co... | md | {
"tags": [
"C++",
"RaspberryPi"
],
"pageDescription": "This article is a step-by-step description of the process of writing a C++ application from scratch that reads from a Bluetooth Low Energy sensor using DBus and BlueZ. The resulting app will run in a Raspberry Pi and might be the seed for the collect... | Me and the Devil BlueZ: Reading BLE sensors from C++ | 2024-05-20T17:32:23.501Z |
devcenter | https://www.mongodb.com/developer/products/atlas/rag-workflow-with-atlas-amazon-bedrock | created | # Launch a Fully Managed RAG Workflow With MongoDB Atlas and Amazon Bedrock
## Introduction
MongoDB Atlas is now natively integrated with Amazon Bedrock Knowledge Base, making it even easier to build generative AI applications backed by enterprise data.
Amazon Bedrock, Amazon Web Services’ (AWS) managed cloud servi... | md | {
"tags": [
"Atlas",
"AWS"
],
"pageDescription": "Atlas Vector Search and Amazon Bedrock enable the vector database capabilities of Atlas to bring up-to-date context to Foundational Model outputs.",
"contentType": "Tutorial"
} | Launch a Fully Managed RAG Workflow With MongoDB Atlas and Amazon Bedrock | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/atlas-online-archival | created | # Atlas Online Archive: Efficiently Manage the Data Lifecycle
## Problem statement
In the production environment, in a MongoDB Atlas database, a collection contains massive amounts of data stored, including aged and current data. However, aged data is not frequently accessed through applications, and the data piles u... | md | {
"tags": [
"Atlas"
],
"pageDescription": "This article explains the MongoDB's Online Archival feature and its advantages.",
"contentType": "Article"
} | Atlas Online Archive: Efficiently Manage the Data Lifecycle | 2024-05-20T17:32:23.502Z |
devcenter | https://www.mongodb.com/developer/products/atlas/jina-ai-semantic-search | created | # Semantic search with Jina Embeddings v2 and MongoDB Atlas
Semantic search is a great ally for AI embeddings.
Using vectors to identify and rank matches has been a part of search for longer than AI has. The venerable tf/idf algorithm, which dates back to the 1960s, uses the counts of words, and sometimes parts of wo... | md | {
"tags": [
"Atlas"
],
"pageDescription": "Follow along with this tutorial on using Jina Embeddings v2 with MongoDB Atlas for vector search.",
"contentType": "Tutorial"
} | Semantic search with Jina Embeddings v2 and MongoDB Atlas | 2024-05-20T17:32:23.501Z |
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