Go vector-search

Open-source Go projects categorized as vector-search
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Topics: nearest-neighbor-search image-search vector-database approximate-nearest-neighbor-search cloud-native
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Top 5 Go vector-search Projects

  • Milvus

    A cloud-native vector database, storage for next generation AI applications

    • Project mention: Using Milvus-Lite Now | dev.to | 2024-05-30

    If you saw my recent newsletter you can see I joined Zilliz to work on the Open Source AI Database, Milvus.

  • 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: Weaviate – A cloud-native, open-source vector database | news.ycombinator.com | 2024-05-07

  • 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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  • vearch

    Distributed vector search for AI-native applications

    • Project mention: An AI Native database for embedding vectors | news.ycombinator.com | 2023-09-10

    https://github.com/vearch/vearch/blob/master/engine/index/RE...

  • chromem-go

    Embeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory with optional persistence.

    • Project mention: Show HN: Tegon: AI-first, open source alternative to Jira, Linear | news.ycombinator.com | 2024-05-07

    I've built a PoC for semantic search and chat for Jira. Just a CLI that uses the Jira API to iterate through all tickets and uses https://github.com/philippgille/chromem-go for creating, storing and querying the embeddings. The chat doesn't work very well, but the semantic search is very useful.

  • alvd

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

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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).

Go vector-search related posts

  • Using Milvus-Lite Now

    1 project | dev.to | 30 May 2024

  • Weaviate – A cloud-native, open-source vector database

    1 project | news.ycombinator.com | 7 May 2024

  • Unlock Advanced Search Capabilities with Milvus and Read about RAG

    1 project | dev.to | 22 Mar 2024

  • Show HN: I scraped 25M Shopify products to build a search engine

    4 projects | news.ycombinator.com | 13 Dec 2023

  • How to use Weaviate to store and query vector embeddings

    2 projects | dev.to | 14 Oct 2023

  • Choosing vector database: a side-by-side comparison

    3 projects | news.ycombinator.com | 4 Oct 2023

  • Weaviate vector database

    1 project | /r/Database | 25 Aug 2023
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    www.saashub.com | 1 Jun 2024
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Index

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

Project Stars
1 Milvus 27,510
2 Weaviate 9,865
3 vearch 1,943
4 chromem-go 81
5 alvd 50

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