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Open Source Vector Databases

A curated collection of the best open source databases optimized for storing and searching vector embeddings..

High-performance vector database for GenAI applications
  • Stars

    46,462
  • Last commit

    11 hours ago
  • License

    Apache-2.0
Open-source vector database optimized for similarity search, scaling to billions of vectors with minimal performance loss

Open Source Alternative to:

Fast, scalable vector database for AI applications
  • Stars

    35,217
  • Last commit

    9 hours ago
  • License

    Apache-2.0
Qdrant is an open-source vector database that provides high-performance similarity search for AI and machine learning applications.

Open Source Alternative to:

Open-source vector database for AI search and retrieval
  • Stars

    29,568
  • Last commit

    14 hours ago
  • License

    Apache-2.0
Open-source vector database designed for AI applications. Store, search, and retrieve embeddings with semantic similarity matching and metadata filtering.

Open Source Alternative to:

AI-native vector database for intuitive applications
  • Stars

    16,908
  • Last commit

    18 hours ago
  • License

    BSD-3-Clause
Open-source vector database designed for building powerful, production-ready AI applications with hybrid search capabilities and flexible deployment options.

Open Source Alternative to:

Graph database built for GraphRAG and multi-tenant AI apps
  • Stars

    Stars growing quickly over the last 30 days10,499
  • Last commit

    1 day ago
  • License

    SSPL-1.0
Graph database using sparse matrix representation and linear algebra to deliver ultra-low latency Cypher queries, native multi-tenancy, and built-in GraphRAG support for AI applications.

Open Source Alternative to:

Full-text & vector search at the edge.
  • Stars

    10,584
  • Last commit

    6 days ago
  • License

    Unknown
Blend full-text and semantic search for unlimited queries across 300 global locations. Get precise answers and matches at a flat rate, no matter your search volume.

Open Source Alternative to:

The tensor database for AI data
  • Stars

    9,258
  • Last commit

    5 months ago
  • License

    Apache-2.0
Deep Lake is an open-source database for storing, querying and managing complex AI data like images, audio, and embeddings.

Open Source Alternative to:

Unify vector search and graph traversals in one database
  • Stars

    6,231
  • Last commit

    2 days ago
  • License

    Apache-2.0
Rust-built native graph-vector database combining vector similarity search and graph traversals. 10x faster development with unified architecture, sub-1ms queries.

Open Source Alternative to: