A collection of compact, high performance text-embedding models trained using our proposed LEAF framework, see https://arxiv.org/abs/2509.12539
MongoDB
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Verified
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RAG (Retrieval-Augmented Generation) Vector Database
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Build intelligent applications powered by semantic search and generative AI over any type of data
What is Atlas Vector Search?
Integrate your operational database and vector search in a single, unified, and fully managed platform with a MongoDB native interface that can leverage large language models (LLMs) through popular frameworks.
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MongoDB Atlas Vector Search Movies Chat
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Find and summarize relevant movies based on your query
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Mongodb Gemini Rag
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Search for employee information using questions
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Battleship AI
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Geo Ai Search
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Haystack and MongoDB Integrated chat
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Whatscooking Advisor
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datasets 23
MongoDB/cooking-videos-with-captions
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MongoDB/legal-docs
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MongoDB/english-words-definitions
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MongoDB/wikipedia-22-12-en-voyage-embed
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MongoDB/wikipedia-22-12-en-nomic-embedded
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MongoDB/wikipedia-22-12-en-annotation
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MongoDB/mongodb-docs-embedded
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MongoDB/mongodb-docs
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MongoDB/supply_chain_contracts_dataset_small
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MongoDB/devcenter-articles
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