Top Open Source Vector Databases Tools in 2026
A curated collection of the 7 best free and open-source Vector Databases tools in 2026. Compare features, GitHub stars, tech stacks, and self-hosted software.
Chroma
Open-source search infrastructure for AI
Stars29,157Last commit11d agoLicenseApache-2.0HelixDB
Rust-built native graph-vector database combining vector similarity search and graph traversals. 10x faster development with unified architecture, sub-1ms queries.
Stars5,858Last commit10d agoLicenseApache-2.0
Activeloop
Continual Learning Infrastructure for AI Agents
Stars9,228Last commit3mo agoLicenseApache-2.0Weaviate
Open-source vector database for AI-native apps
Stars16,754Last commit10d agoLicenseBSD-3-ClauseQdrant
Open-source vector search engine for AI applications
Stars34,220Last commit1mo agoLicenseApache-2.0
Milvus
Open-source vector database for GenAI applications
Stars45,823Last commit10d agoLicenseApache-2.0
Orama
Open-source search and AI infrastructure platform
Stars10,535Last commit2mo agoLicenseOpen Source
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Showing 7 of 7 open-source tools