Rust vector-search-engine

Open-source Rust projects categorized as vector-search-engine
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Topics: Machine Learning Mlops Search Search Engines search-engine
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Rust vector-search-engine 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: How to Build a Chat App with Your Postgres Data using Agent Cloud | dev.to | 2024-05-13

    AgentCloud uses Qdrant as the vector store to efficiently store and manage large sets of vector embeddings. For a given user query the RAG application fetches relevant documents from vector store by analyzing how similar their vector representation is compared to the query vector.

  • Nuclia DB

    NucliaDB, The AI Search database for RAG

    • Project mention: Tantivy 0.20 is released: Schemaless column store, Schemaless aggregations, Phrase prefix queries, Percentiles, and more... | /r/rust | 2023-06-20

    You have also NucliaDB that is built on top of tantivy and addresses vector search for documents and video search.

  • 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.

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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).

Index

Project Stars
1 qdrant 18,326
2 Nuclia DB 585

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