Best Vector Databases on GitHub (2026)

Q: What is the best vector databases on GitHub?

Based on the RepoRadar scoring engine, redis/redis is currently the top-ranked vector databases with 75k stars and a score of 93/100.

Q: When was this vector databases list last updated?

This list was last updated on 2026-06-19. Data is sourced directly from GitHub's public API.

This list contains the top 12 vector databases on GitHub, ranked by the RepoRadar scoring engine across five quality dimensions. The top-ranked repo is redis/redis with 75k stars. Projects span written in C, Go, Rust, C++. Data last updated 2026-06-19.

Updated 2026-06-19 · 12 repos · Data: GitHub public API

Refine live →

For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector q…

★75k ⑂ 24,675 ⚠ 2,852 C updated yesterday

cachecachingdatabasedistributed-systems

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

★44.8k ⑂ 4,075 ⚠ 899 Go updated 17 hours ago

annscloud-nativediskanndistributed

TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighb…

★40.2k ⑂ 6,197 ⚠ 6,336 Go updated 15 hours ago

agentagent-contextagent-memoryagentic

All Results

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

★32.4k ⑂ 2,394 ⚠ 583 Rust updated 18 hours ago

ai-searchai-search-engineembeddings-similarityhnsw

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 a…

★16.3k ⑂ 1,312 ⚠ 542 Go updated 11 hours ago

approximate-nearest-neighbor-searchgenerative-searchgrpchnsw

The Fastest Distributed Database for Transactional, Analytical, and AI Workloads.

★10.2k ⑂ 1,901 ⚠ 529 C++ updated yesterday

analyticscloud-nativedatabasedistributed-database

A lightweight, lightning-fast, in-process vector database

★11.2k ⑂ 649 ⚠ 59 C++ updated 2 days ago

agent-skillsdbembeddedfaiss

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

★4.6k ⑂ 426 ⚠ 62 C++ updated yesterday

ai-nativeapproximate-nearest-neighbor-searchbm25cpp20

HelixDB is an OLTP graph-vector database built in Rust.

★5.4k ⑂ 301 ⚠ 10 Rust updated 2 days ago

aiclidatabasedatabases

AliSQL is a MySQL branch originated from Alibaba Group. Fetch document from Release Notes at bottom.

★5.8k ⑂ 893 ⚠ 10 C++ updated 1 month ago

alisqldatabaseduckdbmysql

Database for Android and JVM - first and fast, lightweight on-device vector database

★4.6k ⑂ 306 ⚠ 148 Java updated 1 month ago

androiddatabaseedgeembedded

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Ll…

★39.2k ⑂ 3,724 ⚠ 23 Python updated 11 months ago

aiapichatbotchatgpt

Frequently Asked Questions

What is the best vector databases on GitHub?

Based on the RepoRadar scoring engine, redis/redis is currently the top-ranked option with 75k stars and a score of 93/100.

How are vector databases repositories ranked?

Repositories are ranked by the RepoRadar score — a composite of five dimensions: Popularity (35%), Freshness (25%), Maintenance (20%), Community (10%), and Completeness (10%). Scores range from 0–100.

When was this list last updated?

This list was last updated on 2026-06-19. Data is sourced directly from GitHub's public API. No cached or fabricated repositories are used.

→React Animation Libraries →Websocket Libraries →Terminal Emulators →Rust Web Frameworks