Rust nearest-neighbor-search

Open-source Rust projects categorized as nearest-neighbor-search
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Topics: similarity-search vector-database vector-search HacktoberFest Search Engines
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Top 3 Rust nearest-neighbor-search Projects

  • qdrant

    Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

    • Project mention: Hindi-Language AI Chatbot for Enterprises Using Qdrant, MLFlow, and LangChain | dev.to | 2024-05-02

    Great. Now that we have the embeddings, we need to store them in a vector database. We will be using Qdrant for this purpose. Qdrant is an open-source vector database that allows you to store and query high-dimensional vectors. The easiest way to get started with the Qdrant database is using the docker.

  • 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.

  • 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

  • voy

    🕸️🦀 A WASM vector similarity search written in Rust

    • Project mention: Ask HN: Semantic Vector Searching in WASM? | news.ycombinator.com | 2024-01-03

    Would this[1] library help you? It's a Rust vector similarity search engine, written to be compiled to Wasm. I discovered it through articles like these[2].

        [1] https://github.com/tantaraio/voy

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 nearest-neighbor-search related posts

  • My binary vector search is better than your FP32 vectors

    1 project | dev.to | 25 Mar 2024

  • pgvecto.rs alternatives - qdrant and Weaviate

    3 projects | 13 Mar 2024

  • Ask HN: Semantic Vector Searching in WASM?

    1 project | news.ycombinator.com | 3 Jan 2024

  • Voy – A WASM vector similarity search written in Rust

    1 project | news.ycombinator.com | 16 Oct 2023

  • Do we really need a specialized vector database?

    3 projects | dev.to | 6 Aug 2023

  • Show HN: Client-Side WASM Vector Search

    2 projects | news.ycombinator.com | 25 Mar 2023

  • [P] NNextDB (read: “nextdb”), an open-source, blazingly fast ⚡️, vector search database to power your AI apps 🦾.

    2 projects | /r/MachineLearning | 21 Aug 2022
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    www.saashub.com | 10 May 2024
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Index

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

Project Stars
1 qdrant 18,036
2 pgvecto.rs 1,406
3 voy 715

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