txtai - Semantic search backed by machine-learning powered workflows

• txtai

  106 2,145 9.7 Python

  💡 Build AI-powered semantic search applications

  

  GitHub: https://github.com/neuml/txtai

• faiss

  19 16,918 8.2 C++

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

  

  🔎 Large-scale similarity search with multiple index backends (Faiss, Annoy, Hnswlib)

• Scout APM

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• annoy

  12 9,871 4.4 C++

  Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

  

  🔎 Large-scale similarity search with multiple index backends (Faiss, Annoy, Hnswlib)

• hnswlib

  3 1,987 7.4 C++

  Header-only C++/python library for fast approximate nearest neighbors

  

  🔎 Large-scale similarity search with multiple index backends (Faiss, Annoy, Hnswlib)

• txtai.js

  3 103 5.3 JavaScript

  Build AI-powered semantic search applications in JavaScript

  

  🔗 API bindings for JavaScript, Java, Rust and Go

• txtai.java

  5 22 5.1 Java

  Build AI-powered semantic search applications in Java

  

  🔗 API bindings for JavaScript, Java, Rust and Go

• txtai.rs

  3 62 5.4 Rust

  Build AI-powered semantic search applications in Rust

  

  🔗 API bindings for JavaScript, Java, Rust and Go

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• txtai.go

  3 40 1.4 Go

  Build AI-powered semantic search applications in Go

  

  🔗 API bindings for JavaScript, Java, Rust and Go

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