vector-search-engine

Open-source projects categorized as vector-search-engine
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Language: + Python + Go + Rust + TypeScript + HTML + Jupyter Notebook + Elixir
Topics: vector-search vector-database nearest-neighbor-search similarity-search search-engine
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Top 17 vector-search-engine Open-Source 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: Ask HN: Has Anyone Trained a personal LLM using their personal notes? | news.ycombinator.com | 2024-04-03

    I'm currently looking to implement locally, using QDrant [1] for instance.

    I'm just playing around, but it makes sense to have a runnable example for our users at work too :) [2].

    [1]. https://qdrant.tech/

  • Weaviate

    Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

    • Project mention: pgvecto.rs alternatives - qdrant and Weaviate | libhunt.com/r/pgvecto.rs | 2024-03-13

  • 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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  • orama

    🌌 Fast, dependency-free, full-text and vector search engine with typo tolerance, filters, facets, stemming, and more. Works with any JavaScript runtime, browser, server, service!

    • Project mention: Sky's the Limit! Supercharging Your Astro Blog with Orama, the Ultimate Stargazing Search Engine! | dev.to | 2023-08-03

    Let's break into the steps to utilize Orama and analyze how it works. I won't dig into the technical stuff because, hey, it's an open-source project, which means you can easily peek at the source code, no problemo!

  • txtai

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

    • Project mention: Build knowledge graphs with LLM-driven entity extraction | dev.to | 2024-02-21

    txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows.

  • vald

    Vald. A Highly Scalable Distributed Vector Search Engine

    • Project mention: What is the reason for using go mod replace like this? | /r/golang | 2023-04-24

  • awesome-vector-search

    Collections of vector search related libraries, service and research papers

    • Project mention: Show HN: SimSIMD vs. SciPy: How AVX-512 and SVE make SIMD cleaner and ML faster | news.ycombinator.com | 2023-10-07

  • 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

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • 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.

  • weaviate-examples

    Weaviate vector database – examples

    • Project mention: FLaNK Stack 26 February 2024 | dev.to | 2024-02-26

  • 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.

  • awesome-vector-database

    A curated list of awesome works related to high dimensional structure/vector search & database

    • Project mention: Show HN: SimSIMD vs. SciPy: How AVX-512 and SVE make SIMD cleaner and ML faster | news.ycombinator.com | 2023-10-07

  • vector-io

    Use the universal VDF format for vector datasets to easily export and import data from all vector databases

    • Project mention: FLaNK Stack Weekly 19 Feb 2024 | dev.to | 2024-02-19

  • citrus

    (distributed) vector database (by 0xDebabrata)

    • Project mention: Created a smol vector database in my free time. Looking to provide a LangChain integration soon! | /r/LangChain | 2023-05-06

    It supports all the basic features like creating an index, inserting vectors and searching through them. Here's the GitHub link if anyone's interested in going over it: https://github.com/0xDebabrata/citrus

  • alvd

    alvd = A Lightweight Vald. A lightweight distributed vector search engine works without K8s.

  • qdrant

    Elixir client for Qdrant vector search engine (by marinac-dev)

  • benchmark

    Collection of Qdrant benchmarks (by qdrant)

  • AquilaHub

    Load and serve Neural Encoder Models

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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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).

vector-search-engine related posts

Index

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

Project Stars
1 qdrant 17,839
2 Weaviate 9,436
3 orama 8,018
4 txtai 6,953
5 vald 1,453
6 awesome-vector-search 1,268
7 qdrant-client 608
8 Nuclia DB 571
9 weaviate-examples 282
10 vector-db-benchmark 218
11 awesome-vector-database 131
12 vector-io 101
13 citrus 92
14 alvd 50
15 qdrant 17
16 benchmark 7
17 AquilaHub 2

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