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Tutorial
Building a RAG System With Google's Gemma, Hugging Face and MongoDB
This article presents how to leverage Gemma as the foundation model in a Retrieval-Augmented Generation (RAG) pipeline or system, with supporting models provided by Hugging Face, a repository for open-source models, datasets and compute resources..png&w=3840&q=75)
Mar 21, 2024
Video
Python Chat with Anaiya Raisinghani
Anaiya Raisinghani is a Developer Advocate at MongoDB, and she's been building some awesome things with Python and a cool serverless platform called Neurelo. We're going to have a wide-ranging chat about what she knows and loves about MongoDB and the kinds of things she likes to build. There's going to be some demos and Python code walkthroughs. It's going to be a whole load of fun. - Check out Anaiya's articles on Neurelo: Neurelo and MongoDB: Getting Started and Fun Extras - https://mdb.link/vtEtu9-v5ZM-getting-started Building a Restaurant Locator Using Atlas, Neurelo, and AWS Lambda - https://mdb.link/vtEtu9-v5ZM-neurelo-AWSMar 15, 2024
Video
The MongoDB AI Chatbot Framework: From Skunkworks to Production
✅ Atlas Vector Search - https://mdb.link/RauBggA72Dw-atlas ✅ Blog Post - https://mdb.link/RauBggA72Dw-article - Join us in this fascinating episode as we sit down with Ben, a Senior Education Engineer at MongoDB, to unravel the captivating journey of developing an AI chatbot from the ground up. Beginning as a spark of innovation in an internal hackathon, this project has blossomed into a sophisticated chatbot leveraging the Chat GPT API, launched in September last year. Discover the intricacies behind MongoDB's foray into AI, the birth of the MongoDB Chatbot framework, and how it's paving the way for developers to craft their own AI-powered solutions. Ben and Michael also dive deep into the enhancements of MongoDB's documentation and the creation of a user-friendly interface that aims to elevate the developer experience. Tune in to gain insights into MongoDB's relentless pursuit of innovation and how it's shaping the future of developer tools and AI interactions.
Mar 14, 2024
Video
How to Use the MEAN Stack: Build a Web Application From Scratch
✅ Sign-up for a free cluster at → https://mdb.link/free-GcYxQ0A7tVM ✅ Get help on our Community Forums → https://mdb.link/community-GcYxQ0A7tVM" target="_blank" rel="noreferrer">https://mdb.link/community-GcYxQ0A7tVM The MongoDB Atlas Navigation has been enhanced to provide a more intuitive and streamlined experience. Discover the updates here: https://mdb.link/AtlasUpdate 🚀 Dive into full-stack development with our comprehensive MEAN Stack tutorial. This video guides you through building a robust Employee Management System using MongoDB, Express.js, Angular, and Node.js. Whether you're a beginner looking to get started in full-stack development or an experienced developer seeking to master the MEAN stack, this tutorial is for you! 🔗 Article for More Details: https://mdb.link/mean-GcYxQ0A7tVM 🧠 What You'll Learn 🧠 ✨ Introduction to MEAN Stack and its components ✨ Setting up your development environment ✨ Creating a server-side application with Node.js and Express ✨ Building a RESTful API ✨ Developing a client-side application using Angular ✨ Connecting your application to MongoDB Atlas for data storage ⏱️ Timestamps ⏱️ 00:00 - Introduction 00:16 - What is MEAN? 01:07 - Prerequisites 01:55 - Server: Setup 03:37 - Server: Interface 04:18 - Server: Connect to MongoDB 06:12 - Server: Environment Variables 06:42 - Server: server.ts 07:53 - Server: RESTful API build 12:48 - Server: Configure Routes 13:32 - Client: Angular app setup 16:09 - Client: Create Angular Interface 16:45 - Client: Create Angular Service 20:05 - Client: Create Employee List Component 24:11 - Client: Define Routes 25:36 - Client: Create Form Component 29:33 - Client: Create Add-Employee Component 31:14 - Client: Create Edit-Employee Component 33:30 - Client: Update Routes 34:03 - Test the Application! 📚 Download the Full Code 📚 Get the entire codebase from our GitHub repository to follow along and experiment with the MEAN stack: https://github.com/mongodb-developer/mean-stack-example ⁉️ Questions? Join our community forum and ask away. We love to help: https://mdb.link/community-GcYxQ0A7tVM" target="_blank" rel="noreferrer">https://mdb.link/community-GcYxQ0A7tVM 💬 Connect with Jesse: Twitter: https://twitter.com/codestackr --- Subscribe to MongoDB YouTube→ https://mdb.link/subscribe
Mar 13, 2024
Tutorial
Upgrade Fearlessly with the MongoDB Stable API
With the Stable API, you can upgrade to the latest MongoDB releases without introducing backward-breaking app changes. Learn what it is and how to use it.
Mar 05, 2024
Tutorial
Introducing Atlas Stream Processing Support Within the MongoDB for VS Code Extension
Learn how to use the MongoDB for VS Code extension to create and manage stream processors in MongoDB Atlas.
Mar 05, 2024
Article
Java Driver: Migrating From 4.11 to 5.0
Learn how to migrate smoothly your MongoDB Java project from 4.11 to 5.0.
Mar 01, 2024
Quickstart
Java - MongoDB Multi-Document ACID Transactions
In this tutorial you'll learn more about multi-document ACID transaction in MongoDB with Java. You'll understand why they are necessary in some cases and how they work.Mar 01, 2024