txtai - Semantic search backed by machine-learning powered workflows

This page summarizes the projects mentioned and recommended in the original post on reddit.com/r/opensource

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  • txtai

    💡 Build AI-powered semantic search applications

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

  • faiss

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

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

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • annoy

    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

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

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

  • txtai.js

    Build AI-powered semantic search applications in JavaScript

    🔗 API bindings for JavaScript, Java, Rust and Go

  • txtai.java

    Build AI-powered semantic search applications in Java

    🔗 API bindings for JavaScript, Java, Rust and Go

  • txtai.rs

    Build AI-powered semantic search applications in Rust

    🔗 API bindings for JavaScript, Java, Rust and Go

  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

  • txtai.go

    Build AI-powered semantic search applications in Go

    🔗 API bindings for JavaScript, Java, Rust and Go

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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