Explore Developer Center's New Chatbot! MongoDB AI Chatbot can be accessed at the top of your navigation to answer all your MongoDB questions.

Join us at AWS re:Invent 2024! Learn how to use MongoDB for AI use cases.
MongoDB Developer
AI
plus
Sign in to follow topics
MongoDB Developer Centerchevron-right
Developer Topicschevron-right
Technologieschevron-right

Quickstarts


All AI Quickstarts
All Quickstarts
search
  • Latest
  • Highest Rated
Quickstart

MongoDB Atlas Search Integration with BuildShip

Learn how to integrate MongoDB Atlas Search with BuildShip to create advanced, powerful search functionalities in your applications using a low-code/no-code interface. With MongoDB's full-text, vector, and hybrid search capabilities, BuildShip makes it easy to add rich, relevant search experiences without extensive coding.
MongoDB thumbnail image
AtlasSearchJavaScriptAIIDE

Oct 15, 2024
Quickstart

Building RAG Pipelines With Haystack and MongoDB Atlas

Explore the integration of Haystack with MongoDB Atlas to build robust retrieval-augmented generation (RAG) pipelines.
MongoDB thumbnail image

Sep 18, 2024
Quickstart

Quickstart Guide to RAG Application Using LangChain and LlamaIndex

In this tutorial, explore the capabilities of LangChain, LlamaIndex, and PyMongo with step-by-step instructions to use their methods for effective searching.
MongoDB thumbnail image

Sep 18, 2024
Quickstart

PyMongoArrow: Bridging the Gap Between MongoDB and Your Data Analysis App

MongoDB is a great database for data science and analysis. Now, with PyMongoArrow, it integrates with Apache Arrow, Python's Numpy, and Pandas libraries.
MongoDB thumbnail image

Aug 01, 2024
Quickstart

Building AI and RAG Apps With MongoDB, Anyscale and PyMongo

This tutorial guides you through integrating MongoDB Atlas with Anyscale and PyMongo to build scalable AI-powered retrieval-augmented generation (RAG) services. Learn how to deploy self-hosted models, set up a vector store, and connect your services to efficiently process and analyze large datasets using Ray's distributed computing capabilities.
MongoDB thumbnail image

Jul 17, 2024
Quickstart

MongoDB With Bedrock Agent: Quick Tutorial

This notebook demonstrates how to integrate MongoDB with AWS Bedrock to build AI agents. It covers setting up the environment, configuring the database, and creating an AI agent using AWS Bedrock services, with practical examples and code snippets.
MongoDB thumbnail image

Jul 01, 2024
Quickstart

Quick Start 2: Vector Search With MongoDB and OpenAI

This quick start will guide you through how to perform vector search using MongoDB Atlas and OpenAI API.
MongoDB thumbnail image

May 06, 2024