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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
Tutorial

How to Choose the Right Chunking Strategy for Your LLM Application

MongoDB thumbnail image

Jun 17, 2024 | 16 min read
Tutorial

How to Choose the Right Embedding Model for Your LLM Application

MongoDB thumbnail image

Jun 17, 2024 | 16 min read
Atlas Events
All Atlas Events
Industry Event
location深圳, 中国 | IN-PERSON

Developer Day 深圳站


Jul 6, 2024 | 12:30 AM - 9:00 AM UTC
Industry Event
location上海, 中国 | IN-PERSON

Developer Day 上海站


Jun 29, 2024 | 12:30 AM - 9:00 AM UTC
Industry Event
locationSAN FRANCISCO, CALIFORNIA, UNITED STATES | IN-PERSON

MongoDB AI Agents Workshop @ AI Engineer World's Fair


Jun 25, 2024 - Jun 26, 2024
All Atlas Events
Atlas Articles
All Atlas Articles
Article

How to Enable Local and Automatic Testing of Atlas Search-Based Features

queryable encryption

Jun 12, 2024 | 8 min read
Article

Capturing and Storing Real-World Optics With MongoDB Atlas, OpenAI GPT-4o, and PyMongo

MongoDB thumbnail image

Jun 03, 2024 | 7 min read
Article

Atlas Search Playground: Easy Experimentation

MongoDB thumbnail image

Jun 03, 2024 | 7 min read
Atlas Quickstarts
All Atlas Quickstarts
Quickstart

Building RAG Pipelines With Haystack and MongoDB Atlas

MongoDB thumbnail image

Jun 13, 2024 | 4 min read
Quickstart

Quickstart Guide to RAG Application Using LangChain and LlamaIndex

MongoDB thumbnail image

Jun 06, 2024 | 10 min read
Quickstart

Quick Start 2: Vector Search With MongoDB and OpenAI

MongoDB thumbnail image

May 06, 2024 | 12 min read
Atlas Code Examples
All Atlas Code Examples
Code Example

Trends analyser

MongoDB thumbnail image

Jul 07, 2022 | 1 min read

Jul 07, 2022 | 1 min read
Code Example

MergeURL - Python Example App

MongoDB thumbnail image

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

How to Choose the Right Chunking Strategy for Your LLM Application

MongoDB thumbnail image

Jun 17, 2024 | 16 min read
Tutorial

How to Choose the Right Embedding Model for Your LLM Application

MongoDB thumbnail image

Jun 17, 2024 | 16 min read
Tutorial

How to Evaluate Your LLM Application

MongoDB thumbnail image

Jun 17, 2024 | 20 min read
Atlas Podcasts
All Atlas Podcasts
Podcast

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

Play Button

Aug 02, 2022 | 20 min
Podcast

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

Play Button

Jul 12, 2022 | 25 min
Podcast

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

Play Button

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

Smart Dining with Conversational Restaurant Assistant: Google Cloud Vertex AI and MongoDB Atlas

MongoDB thumbnail image
Play Button

Jun 05, 2024 | 81 min
Video

Smart Restaurant Choices with MongoDB Atlas and Vertex AI

MongoDB thumbnail image
Play Button

May 27, 2024 | 78 min
Video

From POC to Product, Compass Complete

MongoDB thumbnail image
Play Button

May 10, 2024 | 75 min
All Atlas Content
search
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  • Highest Rated
Industry Event
location深圳, 中国 | IN-PERSON

Developer Day 深圳站

Join us for a full day of hands-on sessions about MongoDB. An event for developer by developers....
MongoDB thumbnail image

Jul 6, 2024 | 12:30 AM - 9:00 AM UTC
Industry Event
location上海, 中国 | IN-PERSON

Developer Day 上海站

Join us for a full day of hands-on sessions about MongoDB. An event for developer by developers....
MongoDB thumbnail image

Jun 29, 2024 | 12:30 AM - 9:00 AM UTC
Industry Event
locationSAN FRANCISCO, CALIFORNIA, UNITED STATES | IN-PERSON

MongoDB AI Agents Workshop @ AI Engineer World's Fair

Join us for a 2-hour workshop on building AI agents....

Jun 25, 2024 - Jun 26, 2024
Industry Event
locationSAN FRANCISCO, USA | IN-PERSON

MongoDB @ AI Engineer World's Fair

Thank you for visiting our booth at AI Engineer World's Fair. Here are some resources to get you started with using MongoDB in your AI applications....

Jun 25, 2024 - Jun 28, 2024
Industry Event
location北京, 中国 | IN-PERSON

Developer Day 北京站

Join us for a full day of hands-on sessions about MongoDB. An event for developer by developers....
MongoDB thumbnail image

Jun 22, 2024 | 12:30 AM - 9:00 AM UTC
Industry Event
locationCHICAGO, ILLINOIS, UNITED STATES | IN-PERSON

Developer Day Chicago

Join us for a full day of hands-on sessions about MongoDB. An event for developer by developers....
MongoDB thumbnail image

Jun 20, 2024 | 1:30 PM - 10:00 PM UTC
Tutorial

How to Choose the Right Chunking Strategy for Your LLM Application

In this tutorial, we explore and evaluate different chunking strategies to choose the right one for a sample RAG application....
MongoDB thumbnail image

Jun 17, 2024
Apoorva Joshi
Tutorial

How to Choose the Right Embedding Model for Your LLM Application

In this tutorial, we will see why embeddings are important for RAG, and how to choose the right embedding model for your RAG application....
MongoDB thumbnail image

Jun 17, 2024
Apoorva Joshi
Tutorial

How to Evaluate Your LLM Application

In this tutorial, we will see how to evaluate LLM applications using the RAGAS framework, taking a RAG system as an example....
MongoDB thumbnail image

Jun 17, 2024
Apoorva Joshi
Quickstart

Building RAG Pipelines With Haystack and MongoDB Atlas

In this article, we explore the integration of Haystack with MongoDB Atlas to build robust retrieval-augmented generation (RAG) pipelines. You'll learn how to set up a Haystack-based RAG pipeline using MongoDB Atlas for vector search, from installing necessary dependencies to creating a vector search index, setting up a vector store, and loading documents. Additionally, the article walks you through building a pipeline to retrieve, augment, and generate responses to user queries using Haystack components and MongoDB Atlas. By the end, you'll have a fully functional RAG pipeline capable of handling complex queries and generating informative responses. This tutorial includes practical code examples and links to further resources to deepen your understanding of RAG applications....
MongoDB thumbnail image

Jun 13, 2024
Pavel Duchovny