MongoDB Atlas Search, built on Apache Lucene, is a fully embedded full-text search in MongoDB Atlas.
MongoDB Atlas Search - Product DemoMongoDB 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
Jun 10, 2020
How to Seamlessly Use MongoDB Atlas and IBM watsonx.ai LLMs in Your GenAI Applications
Nov 15, 2023
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How to Seamlessly Use MongoDB Atlas and IBM watsonx.ai LLMs in Your GenAI ApplicationsLearn how to build a RAG framework using MongoDB Atlas Vector Search and IBM watsonx LLMs.
Nov 15, 2023
Leveraging MongoDB Atlas Vector Search with LangChainDiscover 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.
Nov 14, 2023
RAG with Atlas Vector Search, LangChain, and OpenAILearn about Vector Search with MongoDB, LLMs, and OpenAI with the Python programming language.
Oct 26, 2023
What is Atlas Search & Quick Start✅ Sign-up for a free cluster at → https://mdb.link/free-HsS0z3eOCSQ ✅ Get help on our Community Forums → https://mdb.link/community-HsS0z3eOCSQ In this first episode of the Atlas Search 'cene, learn what Atlas Search is, and get a quick start introduction to setting up Atlas Search on your data. Within a few clicks, you can set up a powerful, full-text search index on your Atlas collection data, and leverage the fast, relevant results to your users queries. 🔗 Resources 🔗 Get Started with Atlas Search → https://mdb.link/search-HsS0z3eOCSQ Atlas Search Playlist → https://www.youtube.com/playlist?list=PL4RCxklHWZ9sEaTrqx7DOxQ5FzwDOTWFj ------ Don't forget to like, share, and subscribe for more awesome tutorials! 🙌 ✅ Subscribe to our channel → https://mdb.link/subscribe
Oct 25, 2023
Leveraging OpenAI and MongoDB Atlas for Improved Search FunctionalityThis 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.
Sep 29, 2023
Learn to Build AI-Enhanced Retail Search Solutions with MongoDB and DatabricksLearn how to utilize MongoDB and Databricks to build ai-enhanced retail search solutions.
Sep 25, 2023
Francesco Baldissera (+2)
How to Implement Databricks Workflows and Atlas Vector Search for Enhanced Ecommerce Search AccuracyLearn how to implement Databricks Workflows and Atlas Vector Search for your Ecommerce accuracy.
Sep 22, 2023
Vittal Pai (+2)
What is MongoDB Atlas Search? How to help users find what they needMongoDB’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
Sep 13, 2023