Embeddings index format for open data access

This page summarizes the projects mentioned and recommended in the original post on dev.to

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  • txtai

    💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

    txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows.

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  • sqlite

    sqlite mirror (by smparkes)

    As in the previous example, each file can be read without txtai. JSON, SQLite and sqlite-vec all have libraries in multiple programming languages.

  • faiss

    A library for efficient similarity search and clustering of dense vectors.

    Each file can be read without txtai. JSON, MessagePack and Faiss all have libraries in multiple programming languages.

  • sqlite-vec

    A vector search SQLite extension that runs anywhere!

    As in the previous example, each file can be read without txtai. JSON, SQLite and sqlite-vec all have libraries in multiple programming languages.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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