How to store and search document embeddings efficiently in an open-source solution?

Store and search document embeddings efficiently in an open-source solution using Chroma

This task can be performed using Chroma

Developers need a unified solution for managing AI-powered data retrieval and search capabilities.

Best product for this task

Chroma

Chroma

tech

Provides an open-source AI application database with integrated embeddings, vector search, document storage, and multi-modal capabilities.

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What to expect from an ideal product

  1. Saves embeddings from documents right alongside the original text in one place
  2. Makes vector-based search fast through built-in optimizations and indexing
  3. Handles both text and other content types like images in the same database
  4. Keeps everything local and in your control since it's open-source
  5. Lets you quickly find similar documents using embedding-based search without complex setup

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