Python vector-search-engine

Open-source Python projects categorized as vector-search-engine
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Topics: vector-database vector-search neural-search Benchmark Embeddings
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Top 6 Python vector-search-engine Projects

vector-search-engine

  • txtai

    💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

    • Project mention: Show HN: FileKitty – Combine and label text files for LLM prompt contexts | news.ycombinator.com | 2024-05-01

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  • qdrant-client

    Python client for Qdrant vector search engine

    • Project mention: Show HN: Chromem-go – Embeddable vector database for Go | news.ycombinator.com | 2024-04-05

    Qdrant lib project https://github.com/tyrchen/qdrant-lib, Qdrant SDK has also support for local mode, which means embeddable https://github.com/qdrant/qdrant-client

  • vector-db-benchmark

    Framework for benchmarking vector search engines

    • Project mention: RAG is Dead. Long Live RAG! | dev.to | 2024-02-28

    Qdrant’s benchmark results are strongly in favor of accuracy and efficiency. We recommend that you consider them before deciding that an LLM is enough. Take a look at our open-source benchmark reports and try out the tests yourself.

  • citrus

    (distributed) vector database (by 0xDebabrata)

  • benchmark

    Collection of Qdrant benchmarks (by qdrant)

  • AquilaHub

    Load and serve Neural Encoder Models

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).

Python vector-search-engine discussion

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Python vector-search-engine related posts

  • RAG is Dead. Long Live RAG!

    1 project | dev.to | 28 Feb 2024

  • [D] What features would you like to see in a vector search database?

    6 projects | /r/MachineLearning | 8 Aug 2022

  • [N] We just got funded for an open-source project to make Metric Learning practical.

    2 projects | /r/MachineLearning | 18 Jan 2022

Index

What are some of the best open-source vector-search-engine projects in Python? This list will help you:

Project Stars
1 txtai 7,265
2 qdrant-client 656
3 vector-db-benchmark 237
4 citrus 93
5 benchmark 7
6 AquilaHub 2

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