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[DEPRECATED] MongoDB Atlas Search - Product Demo

**This video is now deprecated. Watch the latest on Atlas Search in this playlist → https://trymongodb.com/3tfskWW** MongoDB Atlas Search makes it easy to build fast, relevant, full-text search on top of your data in the cloud. In this demo, we show you how to build an Atlas Search index and write search queries using the $search stage in the MongoDB Aggregation Framework. We’ll also use our free sample movies dataset available in Atlas and three variations of a movie search application to show you what Atlas Search features look like in action. For more information on Atlas Search: -Overview: https://www.mongodb.com/atlas/search -Documentation: https://docs.atlas.mongodb.com/atlas-search/ Have product feedback or ideas? Submit them here: https://feedback.mongodb.com/forums/924868-atlas-search...
AtlasSearch

Jun 10, 2020 | 10 min
Tutorial

Influence Search Result Ranking with Function Scores in Atlas Search

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Feb 03, 2023 | 5 min read
Tutorial

Get Hyped: Synonyms in Atlas Search

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Feb 27, 2023 | 9 min read
Search Articles
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Article

Using SuperDuperDB to Accelerate AI Development on MongoDB Atlas Vector Search

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Feb 21, 2024 | 6 min read
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
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Tutorial

RAG with Atlas Vector Search, LangChain, and OpenAI

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Feb 14, 2024 | 10 min read
Tutorial

Part #3: Semantically Search Your Data With MongoDB Atlas Vector Search

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Feb 14, 2024 | 6 min read
Tutorial

Part #1: Build Your Own Vector Search with MongoDB Atlas and Amazon SageMaker

Amazon SageMaker Logo

Feb 07, 2024 | 4 min read
Search Videos
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Video

The Atlas Search 'cene: Season 1

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Dec 15, 2023 | 2 min
Video

What is Atlas Search & Quick Start

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Oct 25, 2023 | 9 min
Video

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

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Sep 13, 2023 | 34 min
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Tutorial

Interactive RAG with MongoDB Atlas + Function Calling API

Explore the cutting-edge of knowledge discovery with Interactive Retrieval-Augmented Generation (RAG) using MongoDB Atlas and Function Calling API. Learn how dynamic retrieval strategies, enhanced LLM performance, and real-time data integration can revolutionize your digital investigations. Dive into practical examples, benefits, and the future of interactive RAG in our in-depth guide. Perfect for developers and AI enthusiasts seeking to leverage advanced information access and management techniques....
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Dec 21, 2023 | 16 min read
Fabian Valle
Tutorial

Building AI Graphs with Rivet and MongoDB Atlas Vector Search to Power AI Applications

Join us in a journey through the convergence of database technology and AI in our article 'Building AI Graphs with Rivet and MongoDB Atlas Vector Search'. This guide offers a deep dive into the integration of Rivet AI's graph builder with MongoDB Atlas, showcasing how to visualize and manipulate data for AI applications. Whether you're a developer or a data scientist, this article provides valuable insights and practical steps for enhancing data-driven decision-making and creating dynamic, AI-powered solutions....
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Dec 13, 2023 | 10 min read
Cai GoGwilt (+2)
Tutorial

Boosting AI: Build Your Chatbot Over Your Data With MongoDB Atlas Vector Search and LangChain Templates Using the RAG Pattern

Discover how to enhance your AI chatbot's accuracy with MongoDB Atlas Vector Search and LangChain Templates using the RAG pattern in our comprehensive guide. Learn to integrate LangChain's retrieval-augmented generation model with MongoDB for precise, data-driven chat responses. Ideal for developers seeking advanced AI chatbot solutions....
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Dec 12, 2023 | 7 min read
Arek Borucki
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

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
Tutorial

Leveraging MongoDB Atlas Vector Search with LangChain

Discover the integration of MongoDB Atlas Vector Search with LangChain, explored in Python in this insightful article. It highlights how advanced semantic search capabilities and high-dimensional embeddings revolutionize data retrieval. Understand the use of MongoDB Atlas' $vectorSearch operator and how Python enhances the functionality of LangChain in building AI-driven applications. This guide offers a comprehensive overview for harnessing these cutting-edge tools in data analysis and AI-driven search processes....
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Nov 14, 2023 | 6 min read
Arek Borucki
Tutorial

How to Seamlessly Use MongoDB Atlas and IBM watsonx.ai LLMs in Your GenAI Applications

Learn how to build a RAG framework using MongoDB Atlas Vector Search and IBM watsonx LLMs....
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Nov 14, 2023 | 9 min read
Ashwin Gangadhar
Video

The Atlas Search 'cene: Season 1

The Atlas Search 'cene: Season 1...
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Nov 07, 2023 | 2 min