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Chroma

Chroma is an open-source embedding database with a simple API for storing and querying vectors, ideal for AI search over scraped content.

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Chroma is an AI-native, open-source embedding database designed to make vector search simple and accessible.

Key Features:

  • Simple API — Store, query, and filter embeddings with just a few lines of code.
  • Hybrid Search — Combine vector, full-text, regex, and metadata search in a single query.
  • LangChain Integration — Works seamlessly with LangChain, LlamaIndex, and other AI frameworks.
  • Serverless Option — Scale without managing infrastructure using the hosted cloud platform.
  • Multi-Modal Support — Store and search embeddings from text, images, and other data types.

Whether you're building RAG over scraped documents, semantic search for extracted content, or AI-powered recommendations, Chroma provides an intuitive path from prototype to production.

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  • Language

    Rust
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