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MongoDB Atlas, the multi-cloud developer data platform.
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Atlas Topics
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Search
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App Services
atlas_stream_processing
Stream Processing
atlas_dataapi
Data API
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Data Lake
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Charts
cloud_multicloud
Multi-Cloud
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Online Archive
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Data Federation

Featured

Video

What is MongoDB Atlas Search? How to help users find what they need

MongoDB’s Erik Hatcher (Staff Developer Advocate, Atlas Search) joins RedMonk’s Kelly Fitzpatrick for an introduction to MongoDB Atlas Search: a full-text search engine integrated into MongoDB’s fully-managed developer data platform (Atlas). After discussing some of the advantages of leveraging search on a data platform like Atlas (unified developer experience and API, seamless synchronization, reduced operational overhead), Erik jumps right into a demo of Atlas Search using platform-supplied sample datasets (we use a film dataset) and walking through the tools and steps a Java developer might use. This was a RedMonk video sponsored by MongoDB. Resources: Atlas Search: Learn more about Atlas Search: https://mdb.link/atlas-search-lp-redmonk All Atlas Search tutorials: https://mdb.link/atlas-search-tutorials-redmonk Get started with Atlas Search in Java (as demonstrated in the video): https://mdb.link/atlas-search-java-redmonk Landing page for MongoDB Atlas: https://mdb.link/atlas-lp-redmonk General MongoDB learning and developer resources: Overview of MongoDB and the Document Model (free MongoDB University course): https://mdb.link/document-model-redmonk Check out other courses offered through MongoDB University: https://mdb.link/mongo-university-redmonk MongoDB’s Developer Center: https://mdb.link/dev-center-redmonk...
AtlasSearch

Sep 13, 2023 | 34 min
Video

[DEPRECATED] Getting Your Free MongoDB Atlas Cluster

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Sep 13, 2019 | 4 min
Tutorial

Atlas Cluster Automation Using Scheduled Triggers

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Jan 02, 2024 | 11 min read
Atlas Articles
All Atlas Articles
Article

How to Build a Search Service in Java

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Feb 13, 2024 | 11 min read
Article

Query Analytics Part 2: Tuning the System

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Jan 17, 2024 | 10 min read
Article

Query Analytics Part 1: Know Your Queries

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Jan 05, 2024 | 6 min read
All Atlas Articles
Atlas Quickstarts
All Atlas Quickstarts
Quickstart

How to Connect MongoDB Atlas to Vercel Using the New Integration

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Jun 14, 2022 | 4 min read
Quickstart

Getting Your Free MongoDB Atlas Cluster

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Jan 26, 2023 | 1 min read
Quickstart

Getting Started with Deno & MongoDB

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May 12, 2022 | 12 min read
Atlas Code Examples
All Atlas Code Examples
Code Example

Trends analyser

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Jul 07, 2022 | 1 min read

Jul 07, 2022 | 1 min read
Code Example

MergeURL - Python Example App

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Jul 07, 2022 | 3 min read
Atlas Tutorials
All Atlas Tutorials
Tutorial

MongoDB Atlas Vector Search and AWS Bedrock modules RAG tutorial

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Feb 20, 2024 | 10 min read
Tutorial

How to Build a RAG System With LlamaIndex, OpenAI, and MongoDB Vector Database

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Feb 16, 2024 | 10 min read
Tutorial

Rapidly Build a Highly Performant GraphQL API for MongoDB With Hasura

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Feb 15, 2024 | 10 min read
Atlas Podcasts
All Atlas Podcasts
Podcast

Ep. 121 The MongoDB World Series - Oli Proulx From ChargeHub

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Aug 02, 2022 | 20 min
Podcast

Ep. 118 The MongoDB World Series - Nick Gamble From Unqork

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Jul 12, 2022 | 25 min
Podcast

Ep. 117 The MongoDB World Series - Beray Bentesen From Qubitro

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Jul 05, 2022 | 27 min
Atlas Videos
All Atlas Videos
Video

Azure Spring Apps and MongoDB Atlas First Deployment

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Feb 20, 2024 | 13 min
Video

Build Your Own Vector Search with MongoDB Atlas and Amazon SageMaker

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Feb 06, 2024 | 69 min
Video

The Atlas Search 'cene: Season 1

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Dec 15, 2023 | 2 min
All Atlas Content
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  • Latest
  • Highest Rated
Tutorial

Getting Started with MongoDB Atlas and Ruby on Rails

A tutorial showing how to get started with MongoDB Atlas and Ruby on Rails using the Mongoid driver...
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Dec 11, 2023 | 6 min read
Luce Carter
Tutorial

Migrating PostgreSQL to MongoDB Using Confluent Kafka

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Dec 11, 2023 | 10 min read
Rajesh S Nair
Tutorial

Semantic search with Jina Embeddings v2 and MongoDB Atlas

Follow along with this tutorial on using Jina Embeddings v2 with MongoDB Atlas for vector search....
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Dec 05, 2023 | 12 min read
Scott Martens (+1)
Tutorial

Build an Inventory Management System Using MongoDB Atlas

This tutorial takes you through the process of building a web app capable of efficiently navigating through your product catalog, receiving alerts, and automating restock workflows, all while maintaining control of your inventory through real-time analytics....
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Dec 05, 2023 | 17 min read
Rami Pinto Prieto
Tutorial

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....
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Dec 04, 2023 | 5 min read
Pavel Duchovny
Tutorial

Enhancing LLM Accuracy Using MongoDB Vector Search and Unstructured.io Metadata

This article provides a comprehensive guide on improving the precision of large language models using MongoDB's Vector Search and Unstructured.io's metadata extraction techniques, aiming to equip readers with the tools to produce well-sourced and contextually accurate AI outputs....
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Dec 04, 2023 | 12 min read
Ronny Hoesada
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....
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Dec 04, 2023 | 11 min read
Ran Shir (+1)
Tutorial

Unlocking Semantic Search: Building a Java-Powered Movie Search Engine with Atlas Vector Search and Spring Boot

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Dec 04, 2023 | 10 min read
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Tim Kelly
Tutorial

Semantic Search Made Easy With LangChain and MongoDB

Discover the power of semantic search with our comprehensive tutorial on integrating LangChain and MongoDB. This step-by-step guide simplifies the complex process of loading, transforming, embedding, and storing data for enhanced search capabilities. Using MongoDB Atlas and the AT&T Wikipedia page as a case study, we demonstrate how to effectively utilize LangChain libraries to streamline semantic search in your projects. Ideal for developers with a MongoDB Atlas subscription and OpenAI API key, this tutorial covers everything from setting up your environment to querying embedded data. Dive into the world of semantic search with our easy-to-follow instructions and expert insights....
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Nov 30, 2023 | 4 min read
Brian Leonard
Article

AI Shop: The Power of LangChain, OpenAI, and MongoDB Atlas Working Together

Explore the synergy of MongoDB Atlas, LangChain, and OpenAI GPT-4 in our cutting-edge AI Shop application. Discover how flexible document models and advanced AI predictions revolutionize online shopping, providing personalized grocery lists from simple recipe requests. Dive into the future of retail with our innovative AI-powered solutions....
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Nov 29, 2023 | 7 min read
Pavel Duchovny