JavaScript
Sign in to follow topics
Featured
Tutorial
Leveraging OpenAI and MongoDB Atlas for Improved Search Functionality
This article delves into the integration of search functionality in web apps using OpenAI's GPT-4 model and MongoDB's Atlas Vector search.
Sep 18, 2024 | 5 min read
Tutorial
Managing a Smart Product Catalog Metadata Architecture With MongoDB Atlas and Google Cloud
Dec 16, 2024 | 9 min read
Tutorial
Building a Scalable Media Management Back End: Integrating Node.js, Azure Blob Storage, and MongoDB
Nov 05, 2024 | 10 min read
All JavaScript Content
- Latest
- Highest Rated
Article
Listen Along at Scale Up With Atlas Application Services
Learn how Scale Up publishes the title of the song playing in the office regardless of the source with an old cell phone and MongoDB Atlas Application Services.
Sep 09, 2024
Tutorial
How to Archive Data to Cloud Object Storage with MongoDB Online Archive
Automatically tier your data across Atlas clusters and cloud object storage while retaining access to query it all with Atlas Data Federation.
Sep 09, 2024
Tutorial
Real Time Data in a React JavaScript Front-End with Change Streams
In many applications nowadays, you want data to be displayed in real-time. Whether an IoT sensor reporting a value, a stock value that you want to track, or a chat application, you will want the data to automatically update your UI. This is possible using MongoDB Change Streams with the Realm Web SDK.
Sep 09, 2024
Video
Build a JavaScript AI Agent With LangGraph.js and MongoDB
✅ Written tutorial → https://mdb.link/article-qXDrWKVSx1w ✅ Create your free Atlas cluster → https://mdb.link/free-qXDrWKVSx1w ✅ Get help on our Community Forums → https://mdb.link/forums-qXDrWKVSx1w As a web developer, the idea of integrating AI into your applications might seem overwhelming. But don't worry—I've been there! In this tutorial, I'll walk you through building an AI agent using LangGraph.js and MongoDB, making it way simpler than it sounds. We'll cover the following: ⭐ Understanding what AI agents are and how they work. ⭐ Using LangGraph.js to create agents that can remember past conversations and use "tools" to gather more information. ⭐ Integrating MongoDB for storing conversation history and data retrieval, specifically leveraging MongoDB Atlas Vector Search for context-aware responses. By the end of this video, you'll have built an AI agent capable of managing HR-related queries, looking up employee info from a database, and continuing conversations across multiple sessions. It's like creating your own J.A.R.V.I.S., but for practical, real-world applications! What You'll Learn: ⭐ How to set up LangGraph.js for AI workflows. ⭐ How to integrate MongoDB Atlas to store and retrieve data. ⭐ How to build an AI agent that can manage conversations, look up data, and persist state across sessions. Prerequisites: ✔︎ Node.js and npm ✔︎ Free MongoDB Atlas account ✔︎ OpenAI and Anthropic API keys Clone the project repo and follow along as we create this powerful AI tool. Let’s get started! 🔗 Project Repo: https://github.com/mongodb-developer/LangGraph.js-MongoDB-Example ⏱️ Timestamps ⏱️ 00:00 - Intro 02:50 - Setting up the project 04:29 - Configure MongoDB 05:36 - Seeding the database 12:45 - MongoDB Atlas Vector Search Index 13:50 - Building the AI agent with LangGraph.js 22:47 - Creating the Express.js server 25:44 - Testing the AI agent Subscribe to MongoDB YouTube→ https://mdb.link/subscribe
Sep 06, 2024
Video
AI Structured output and MongoDB Atlas services
✅ Sign-up for a free cluster → https://mdb.link/7sF3BRGKRUk-free ✅ Get help on our Community Forums → https://mdb.link/7sF3BRGKRUk-forums - In this live stream we will explore the new Structured Output features from OpenAI that allows a schema definition for AI responses. We will leverage Atlas triggers to use the structured output to automate various application tasks.
Sep 05, 2024
Tutorial
A Beginner's Guide to Integrating MongoDB With TensorFlow Using JavaScript
Are you a JavaScript newbie or guru and curious to know how Tensorflow.js works with MongoDB as the database? This tutorial is for you. Follow along as we explain how to use MongoDB with Tensorflow.js.
Sep 04, 2024
Tutorial
NextAuth.js Authentication With MongoDB
Set up NextAuth.js for user authentication in your Next.js 14 app. Integrate email/password logins, configure MongoDB, & implement authentication methods.
Aug 30, 2024
Tutorial
IoT and MongoDB: Powering Time Series Analysis of Household Power Consumption
Explore a case study on household power consumption and how MongoDB's time series collections are leveraged to store and analyze data from IoT devices.
Aug 28, 2024
Video
Setting up a Web Server with Bun #mongodb #tutorial #bun
Learn how to use Bun, a high-performance JavaScript runtime, to build a simple CRUD API with MongoDB. This video walks you through setting up your environment, creating a basic web server, and connecting to a MongoDB database using Bun’s built-in features. Perfect for developers looking to explore alternatives to Node.js with modern tooling.
Aug 21, 2024
Video
Setting up API Routes with Bun #mongodb #bun #tutorial
Learn how to use Bun, a high-performance JavaScript runtime, to build a simple CRUD API with MongoDB. This video walks you through setting up your environment, creating a basic web server, and connecting to a MongoDB database using Bun’s built-in features. Perfect for developers looking to explore alternatives to Node.js with modern tooling.
Aug 19, 2024