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A lightweight, interpreted, object-oriented language. JavaScript engines execute JavaScript code in client-side (in web browsers) or server-side(for example, the V8 engine is a core component of the Node.js and Deno runtimes).- Latest
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JavaScript AI Agents
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.
Sep 17, 2024
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Building AI Agents with JavaScript
✅ Written tutorial → https://mdb.link/5gXn3EXD01U-written ✅ Create your free Atlas cluster → https://mdb.link/5gXn3EXD01U-register ✅ Get help on our Community Forums → https://mdb.link/5gXn3EXD01U-forums - Let's build an AI Agent using LangGraph.js and MongoDB.
Sep 13, 2024
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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 ✅ Visit our AI Hub → https://mdb.link/ai-hub-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
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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
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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
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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
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What is 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 16, 2024
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How to Get Started With Bun & MongoDB
✅ MongoDB Atlas account → https://mdb.link/WsUOyPL1QnI-register ✅ Get help on our Community Forums → https://mdb.link/WsUOyPL1QnI-forums ✅ Written guide → https://mdb.link/WsUOyPL1QnI-guide" target="_blank" rel="noreferrer">https://mdb.link/WsUOyPL1QnI-guide - 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. For the complete written guide, including code snippets and detailed instructions, check out the full article here: https://mdb.link/WsUOyPL1QnI-guide" target="_blank" rel="noreferrer">https://mdb.link/WsUOyPL1QnI-guide 00:00 - Intro 01:13 - Bun Setup 02:03 - Application Structure 02:53 - Starting the application 03:59 - Connecting to MongoDB 05:54 - Building a movie TypeScript model 06:31 - Create a movies controller 07:53 - Server routing 09:44 - Connecting everything 15:18 - What's next?
Aug 14, 2024
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Building a RAG Pipeline in JavaScript with Memory
✅ Written article - https://mdb.link/ELt-lghAe0Q-blog - Unlock the full potential of your JavaScript RAG application with MongoDB and LangChain. Learn how to enhance AI systems with a conversational memory, improve response relevance and user interaction by integrating MongoDB's Atlas Vector Search and LangChain-MongoDB. Discover how to setup your environment, manage chat histories, and construct advanced RAG chains for smarter, context-aware applications. Perfect for developers looking to elevate AI projects with real-time, personalized user engagement.
Jun 25, 2024
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RAG in Real Life: How to Use the MongoDB Chatbot Open Source Framework
⭐ Register for the Quest: https://app.wilco.gg/company/MongoDBUniversity/mongodb_rag_ai/play ✅ Sign-up for a free cluster at → https://mdb.link/Y6xzauNaWlI-atlas ✅ Get help on our Community Forums → https://mdb.link/Y6xzauNaWlI-forums - In this live stream, we'll take a look at the open source chatbot framework built by MongoDB. We'll show you how to use it in a real-world application. And if you have any questions, we'll answer them live. - https://www.mongodb.com/developer/products/atlas/taking-rag-to-production-documentation-ai-chatbot/
Apr 01, 2024