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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
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Getting Started With Bun and MongoDB
Bun is the JavaScript runtime that uses WebKit's JavaScriptCore as the JavaScript engine, which is different from Node.js, which uses V8.Jul 19, 2024
Tutorial
Let’s Give Your Realm-Powered Ionic Web App the Native Treatment on iOS and Android!
Let's convert an Ionic React web app that saves data in MongoDB Realm using Apollo GraphQL into an iOS and Android app using a couple of commands.
Jul 12, 2024
Tutorial
Flexible Querying With Atlas Search
It's very rare that MongoDB's query planner selects a plan that involves multiple indexes. We’ll walk through a scenario where this is a requirement.
Jul 12, 2024
Tutorial
How to Migrate Your Node.js App from SQL to MongoDB
Learn how to migrate a Node.js application from Postgres to MongoDBJul 09, 2024
Tutorial
NextAuth.js Authentication With MongoDB
Learn how to set up NextAuth.js for user authentication in your Next.js 14 application with MongoDB. This step-by-step guide covers integrating email/password logins, configuring MongoDB, and implementing secure authentication methods to enhance your Next.js project.Jul 03, 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.Jun 26, 2024
Video
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
Tutorial
Atlas Cluster Automation Using Scheduled Triggers
In this article, learn how a scheduled trigger can be used to easily incorporate automation into your environment.
Jun 25, 2024
Tutorial
MongoDB Atlas Vector Search and AWS Bedrock modules RAG tutorial
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 product searching using various inputs such as single products, lists, images, and recipes. Learn to easily find ingredients for a recipe or the best organic almonds with a single search. Ideal for developers and product managers, this tutorial provides practical skills for navigating complex product databases with ease.
Jun 24, 2024