Rust Faiss

Open-source Rust projects categorized as Faiss
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Topics: Search Vector HacktoberFest Rust NLP
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Top 3 Rust Faiss Projects

  • pgvecto.rs

    Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.

    • Project mention: My binary vector search is better than your FP32 vectors | dev.to | 2024-03-25

    To evaluate the performance metrics in comparison to the original vector approach, we conducted benchmarking using the dbpedia-entities-openai3-text-embedding-3-large-3072-1M dataset. The benchmark was performed on a Google Cloud virtual machine (VM) with specifications of n2-standard-8, which includes 8 virtual CPUs and 32GB of memory. We used pgvecto.rs v0.2.1 as the vector database.

  • faiss-rs

    Rust language bindings for Faiss

    • Project mention: Do we really need a specialized vector database? | dev.to | 2023-08-06

    Rewriting pgvector in Rust can enable the code to be organized in a more modern and extensible way. Rust's ecosystem is also very rich, with existing Rust bindings such as faiss-rs.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • semdesk

    Semantic Desktop Search - search for answers not the file names

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).

Rust Faiss related posts

  • My binary vector search is better than your FP32 vectors

    1 project | dev.to | 25 Mar 2024

  • First Postgres Vector Extension with Filtering Support

    1 project | news.ycombinator.com | 28 Aug 2023

  • 20x Faster as the Beginning: Introducing pgvecto.rs extension written in Rust

    1 project | /r/rust | 8 Aug 2023

  • Show HN: 20x faster pgvector alternative written in Rust

    1 project | news.ycombinator.com | 7 Aug 2023

  • 20x Faster as the Beginning: Introducing pgvector alternative written in Rust

    1 project | news.ycombinator.com | 7 Aug 2023

  • Do we really need a specialized vector database?

    3 projects | dev.to | 6 Aug 2023

  • Pgvecto.rs: Vector database plugin for Postgres in Rust

    1 project | news.ycombinator.com | 8 Jun 2023
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 5 May 2024
    Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

Index

What are some of the best open-source Faiss projects in Rust? This list will help you:

Project Stars
1 pgvecto.rs 1,390
2 faiss-rs 185
3 semdesk 1

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