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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. By harnessing the capabilities of AI and database management, we illustrate how to create a request handler that fetches data based on user queries and applies additional filters, enhancing user experience.Dec 04, 2023 | 5 min read
Pavel Duchovny
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RAG to Riches - A Quest to Building Your First AI Chatbot
Blog post - https://mdb.link/M9GvsHze2F8-blog - Welcome to the dawn of a new era in AI chatbot development! Let's kickstart the "RAG to Riches" quest with an exclusive live session. Dive deep into the world of MongoDB and discover why it's the cornerstone for building efficient, intelligent chatbots using Node.js. What to Expect: Introduction to AI and how MongoDB is a pivotal component of your AI tech stack. Why MongoDB & Node.js?: Learn about the synergy between MongoDB and Node.js and how it can revolutionize your AI projects. Overcoming Development Hurdles: Tackle common pain points in AI chatbot development with real-time solutions. Live Q&A: Get your questions answered. Dive into the specifics of AI chatbots and MongoDB's role in simplifying the process. Why This Matters: The AI landscape is booming, and Node.js stands at the forefront of this revolution, thanks to its event-driven architecture perfectly suited for chatbot interactions. With MongoDB, starting your AI chatbot project becomes a breeze, empowering you to create more interactive and intelligent applications. Who Should Join? Whether you're a seasoned developer or just curious about AI chatbot development, this session is for you! Important Links: Get Started on Your Chatbot: https://mongodb.github.io/chatbot/quick-start/ Register for the Quest: https://app.wilco.gg/company/MongoDBUniversity/mongodb_rag_ai/play Don't miss out on this opportunity to expand your skills and explore new horizons with MongoDB and AI chatbots. Set your reminders, bring your curiosity, and prepare to embark on a journey from "RAG to Riches" with us. See you there!Mar 27, 2024
Tutorial
IoT and MongoDB: Powering Time Series Analysis of Household Power Consumption
Mar 19, 2024
Nenad Milosavljevic
Video
Atlas Data Federation with Azure Blob Storage
With MongoDB's Data Federation, you can combine all your data into one unified view, allowing you to easily search for the best French diner in your borough. This tutorial will walk you through the steps of combining your MongoDB database with your Azure Blob storage, utilizing MongoDB's Data Federation. - Are you ready to start building with Atlas on Azure? Get started for free today with MongoDB Atlas on Azure Marketplace: https://azuremarketplace.microsoft.com/en-us/marketplace/apps/mongodb.mongodb_atlas_self_serve_prod_2022?ocid=mdb_devrel_datafed_blobstorage_fy25 Check out the written tutorial: https://mdb.link/khzxtWfiwMY-tutorial MongoDB Atlas: https://mdb.link/khzxtWfiwMY-register Get Microsoft Azure: https://azure.microsoft.com/en-us/free Download Node: https://nodejs.org/en/download Resources: Supported Aggregation Pipeline Stages and Operators: https://mdb.link/khzxtWfiwMY-resourceMar 19, 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
Tutorial
Implement Email/Password Authentication in React
Configuring signup and login authentication is a common step for nearly every web application. Learn how to set up email/password authentication in React using MongoDB Atlas App Services.Mar 13, 2024
Sourabh Bagrecha
Article
Audio Find - Atlas Vector Search for Audio
This in-depth article explores the innovative creation of a music catalog system that leverages the power of MongoDB Atlas's vector search and a Python service for sound embedding. Discover how sound embeddings are generated using the Panns-inference model via S3 hosted files, and how similar songs are identified, creating a dynamic and personalized audio discovery experience.Mar 08, 2024
Ran Shir (+1)
Tutorial
Atlas Data Federation with Azure Blob Storage
A tutorial to guide you through integrating your Azure storage with MongoDB using Data FederationMar 07, 2024
TK
Tim Kelly
Tutorial
Getting Started With MongoDB Atlas Serverless, AWS CDK, and AWS Serverless Computing
Mar 04, 2024
Zuhair Ahmed (+1)
Tutorial
How to Integrate MongoDB Into Your Next.js App
Learn how to easily integrate MongoDB into your Next.js application with the official MongoDB package.Feb 27, 2024
Ado Kukic (+1)