C++ approximate-nearest-neighbor-search

Open-source C++ projects categorized as approximate-nearest-neighbor-search

Top 4 C++ approximate-nearest-neighbor-search Projects

approximate-nearest-neighbor-search
  • annoy

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

  • InfluxDB

    Purpose built for real-time analytics at any scale. InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.

    InfluxDB logo
  • SPTAG

    A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.

  • infinity

    The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text

    Project mention: What Postgres Full Text Search Is Missing | news.ycombinator.com | 2024-08-06
  • usearch

    Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

    Project mention: Usearch: Single-File Similarity Search | news.ycombinator.com | 2024-08-09
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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C++ approximate-nearest-neighbor-search related posts

  • Usearch: Single-File Similarity Search

    1 project | news.ycombinator.com | 9 Aug 2024
  • SIMD-accelerated distance functions for SQLite

    1 project | news.ycombinator.com | 16 Jun 2024
  • USearch SQLite Extensions for Vector and Text Search

    1 project | news.ycombinator.com | 22 Feb 2024
  • Ask HN: What is the state of art approximate k-NN search algorithm today?

    1 project | news.ycombinator.com | 17 Jan 2024
  • [P] unum-cloud/usearch: Fastest Open-Source Similarity Search engine for Vectors in Python, JavaScript, C++, C, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

    1 project | /r/MachineLearning | 28 Nov 2023
  • USearch: SIMD-accelerated Vector Search Structure for 10 Programming Languages

    1 project | /r/programming | 11 Sep 2023
  • Ask HN: Who is hiring? (September 2023)

    14 projects | news.ycombinator.com | 1 Sep 2023
  • A note from our sponsor - SaaSHub
    www.saashub.com | 12 Sep 2024
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Index

What are some of the best open-source approximate-nearest-neighbor-search projects in C++? This list will help you:

Project Stars
1 annoy 13,082
2 SPTAG 4,773
3 infinity 2,418
4 usearch 2,106

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Purpose built for real-time analytics at any scale.
InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.
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