Live-updating landscape of vector database projects, integrations, and benchmarks — refreshed every 15 minutes
⭐ Star this repo to bookmark — fresh data every 15 minutes
Automatically tracks and compares the vector database ecosystem by pulling live data from GitHub, package registries, and release feeds. Generates a structured, always-current comparison table covering maturity, integrations, language support, and recent activity for projects like pgvector, Qdrant, Chroma, Weaviate, and Milvus.
This list is auto-updated every 15 minutes by a GitHub Actions cron. Each commit reflects a real change in the upstream data source — new items added, expired items removed — so you can rely on what you see being current.
⏰ Last updated: 2026-06-09 12:30 UTC
Data source:
GitHub Search APIThe table below is rewritten on every cron tick. Star the repo to bookmark.
| # | Name | ⭐ | Lang | Updated | Description |
|---|---|---|---|---|---|
| 1 | linny006/rag-radar | 0 | Python | 2026-06-09 | Live tracker of new RAG implementations, tools, and patterns — updated every 15 minutes |
| 2 | jcpanggoygit/rag-chatbot-documents | 1 | Python | 2026-06-09 | This repository contains a RAG-based chatbot that helps you ask questions about your PDF documents. Use FastAPI and Stre |
| 3 | sakhama/memfuse | 1 | Python | 2026-06-09 | MemFuse offers a robust memory layer for large language models, enhancing their performance and efficiency. Join our com |
| 4 | structured-world/coordinode | 4 | Rust | 2026-06-09 | The graph-native hybrid retrieval engine for AI and GraphRAG. Graph + Vector + Full-Text in a single transactional engin |
| 5 | chyinan/AegisRAG | 2 | Python | 2026-06-09 | AegisRAG is a security-first, auditable enterprise RAG backend for teams that care more about access control,traceabilit |
| 6 | vespa-engine/vespa | 6954 | Java | 2026-06-09 | The AI search platform |
| 7 | yp3y5akh0v/citadel | 2 | Rust | 2026-06-09 | Encrypted-first embedded database and agent-memory engine. Outperforms unencrypted SQLite. |
| 8 | techdomegh/ai-news-scraper | 8 | Python | 2026-06-09 | AI News Scraper & Semantic Search: A Python application that scrapes news articles, uses GenAI to generate summaries and |
| 9 | hfgwygey/yu-ai-agent | 88 | Java | 2026-06-09 | 编程导航 2025 年 AI 开发实战新项目，基于 Spring Boot 3 + Java 21 + Spring AI 构建 AI 恋爱大师应用和 ReAct 模式自主规划智能体YuManus，覆盖 AI 大模型接入、Spring AI |
| 10 | zmwzmo11130/neuraldocs | 1 | Python | 2026-06-09 | Demo RAG API (FastAPI, OpenAI, ChromaDB, Docker) automatically generated using the OpenAI Codex CLI tool. Highlights Cod |
| 11 | Dono1901/RAG-LLM-using-AI-Pipeline-with-streamlit-interface | 4 | Python | 2026-06-09 | A system that combines Retrieval-Augmented Generation (RAG), the Claude Sonet 3.5 LLM, and the Pathway framework to anal |
| 12 | Maurellone/TySVA | 1 | Python | 2026-06-09 | Learn TypeScript chatting effortlessly with AI |
| 13 | Jocker-123/ChatQ | 0 | HTML | 2026-06-09 | Local Retrieval-Augmented Generation (RAG) system built with FastAPI, integrating vector search, Elasticsearch, and opti |
| 14 | clizardyy/unbody | 5 | TypeScript | 2026-06-09 | The modular, open-source backend for building AI-native software — powered by knowledge, not static data. |
| 15 | maksystem2025/GenAI-Course-Repo | 1 | Jupyter Notebook | 2026-06-09 | Explore a comprehensive collection of hands-on-tutorials, examples and note from the "Complete GenAI course wth Langchai |
| 16 | parvShah22/Rag_free_cources_assisstant | 0 | Python | 2026-06-09 | This is a RAG based smart search tool for recommending free online courses for upskilling |
| 17 | linny006/vector-db-live | 0 | Python | 2026-06-09 | Live-updating landscape of vector database projects, integrations, and benchmarks — refreshed every |
| 18 | milvus-io/milvus | 44697 | Go | 2026-06-09 | Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search |
| 19 | alibaba/zvec | 9769 | C++ | 2026-06-09 | A lightweight, lightning-fast, in-process vector database |
| 20 | Open-Source-Legal/cite | 1345 | Python | 2026-06-09 | Ground truth layer for humans and AI agents working together. Version control for knowledge. |
| 21 | is-leeroy-jenkins/Boo | 3 | Jupyter Notebook | 2026-06-09 | A Python framework for building, deploying, and managing AI-powered assistants tailored for federal data analysis, budge |
| 22 | cvcraft252/mini-vectordb | 1 | Rust | 2026-06-09 | A progressive vector database in Rust — from brute-force exact search to HNSW, with metadata filtering, persistence, and |
| 23 | meilisearch/meilisearch | 58018 | Rust | 2026-06-09 | A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications. |
| 24 | SouravRoy-ETL/duckle | 351 | Rust | 2026-06-09 | Local-first ETL/ELT studio: a drag-and-drop visual pipeline designer that compiles to SQL and runs on DuckDB. Tiny deskt |
| 25 | TorshaMajumder/ssl-fraud-detection | 0 | Python | 2026-06-09 | SSL-Powered Fraud Detection |
| 26 | feather-store/feather | 6 | Python | 2026-06-09 | Embedded vector database + living context engine Part of Hawky.ai — AI-Native Digital Marketing OS |
| 27 | GlitterKill/sdl-mcp | 338 | TypeScript | 2026-06-09 | Symbol Delta Ledger (SDL-MCP) gives coding agents the right code context, not your entire repo. It turns sprawling codeb |
| 28 | jourdaninorder609/mind-query | 0 | TypeScript | 2026-06-09 | Convert natural language into SQL and MQL queries for PostgreSQL, MySQL, SQL Server, and MongoDB using an MCP-enabled ag |
| 29 | crate/crate | 4407 | Java | 2026-06-09 | CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, |
| 30 | SatutiKesar/document-intelligence-studio | 0 | Python | 2026-06-09 | A production-ready RAG (Retrieval-Augmented Generation) engine architecture utilizing FastAPI, Streamlit, ChromaDB, and |
| 31 | Kyros-494/kyros-ai | 84 | Python | 2026-06-09 | Kyros — The Memory OS for AI Agents Give your AI agents secure, self-correcting, persistent memory in 3 lines of code. |
| 32 | ChrisGVE/workspace-qdrant-mcp | 1 | Rust | 2026-06-09 | Project-scoped Qdrant MCP server for workspace collections with scratchbook functionality. Python port of claude-qdrant- |
| 33 | vearch/vearch | 2314 | Go | 2026-06-09 | Distributed vector search for AI-native applications |
| 34 | langchain4j/langchain4j | 12257 | Java | 2026-06-09 | LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unif |
| 35 | qdrant/qdrant | 31964 | Rust | 2026-06-09 | Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also av |
| 36 | Yigtwxx/awesome-rag-production | 67 | Python | 2026-06-09 | A curated list of battle-tested tools, frameworks, and best practices for building scalable, production-grade Retrieval- |
| 37 | Krishna89287/rag-llm-toolkit | 0 | Python | 2026-06-09 | Production RAG pipelines, retrieval optimisation and LLM evaluation tools built with LangChain and FAISS |
| 38 | RediSearch/RediSearch | 6156 | C | 2026-06-09 | A query and indexing engine for Redis, providing secondary indexing, full-text search, vector similarity search and aggr |
| 39 | NoobCoder1209/markdown-rag | 0 | Python | 2026-06-09 | Local RAG over a folder of markdown files. Qdrant + sentence-transformers + Anthropic Claude. One command from cold cach |
| 40 | matrixorigin/matrixone | 1845 | Go | 2026-06-09 | AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intell |
| 41 | fik93673/QueryMind-SQL | 1 | TypeScript | 2026-06-09 | Generate SQL queries from natural language text using an LLM-powered interface built with FastAPI, React, and LangChain. |
| 42 | Ramseydispensed499/ScholarAI-AI-Powered-Research-Assistant | 0 | TypeScript | 2026-06-09 | Streamline academic research and automate data analysis with this AI-powered assistant built for efficient literature re |
| 43 | Monkish-jewishryebread665/NodeMind | 0 | HTML | 2026-06-09 | Replace vector databases with binary document intelligence for efficient multimodal data search without GPUs. |
| 44 | Surging-scotandlot818/product-dev-blueprint | 0 | TypeScript | 2026-06-09 | Transform software concepts into structured build plans with this schema-first product planning tool for engineering tea |
| 45 | Roseapplemutualopposition5427/rag-llamaindex-qdrant-docker | 0 | Dockerfile | 2026-06-09 | Build a multi-collection RAG system using LlamaIndex and Qdrant in a Docker environment. |
| 46 | dgbac5672/LogN_DB-Core | 0 | C++ | 2026-06-09 | Build vector database engines in C++ with HNSW, KD-Tree, and brute force algorithms to understand internal search archit |
| 47 | constancywoodsy286/agentic-rag-for-practice | 1 | Python | 2026-06-09 | Build an agentic RAG document QA system with multi-user support, hybrid retrieval, reranking, and LangGraph workflows fo |
| 48 | wendyneat563/atlas.llm | 1 | Go | 2026-06-09 | Run local LLM coding tasks in a single Go binary with an interactive terminal interface, directory summarization, and se |
| 49 | exact-treesquirrel5419/ai_osint | 2 | — | 2026-06-09 | Discover exposed AI infrastructure including LLMs, agents, and ML pipelines using curated OSINT dorks, queries, and reco |
| 50 | jefffergunson118-beep/smara | 1 | — | 2026-06-09 | Sync persistent memory across your AI tools and agents using a unified MCP server. |
Every 15 minutes, a GitHub Action runs tracker.py. That script:
- Fetches the latest state from
GitHub Search API. - Diffs against
data/items.json(the previous snapshot). - Rewrites the table above between the
<!-- TRACKER_TABLE_* -->markers. - Commits
feat: +N added, -M removed (timestamp)if anything changed.
No external services. No paid APIs. Just a public data source and a free GitHub Action.
See CONTRIBUTING.md — usually you don't need to: the tracker keeps itself current.
If you spot a data-source bug or want to suggest a new column for the table, open
an issue.
If you find this useful, you might also like these other auto-updated trackers from the same maintainer — same mechanism, different upstream:
- trending-claude-skills — What's shipping in Claude Skills this week (
topic:claude-skills) - mcp-servers-live — Live index of newest MCP servers (
topic:mcp-server) - cursor-rules-live — Newest Cursor rules and .cursorrules patterns (
topic:cursor-rules) - claude-code-plugin-tracker — Claude Code plugins and hook configs (
topic:claude-code) - llm-agents-radar — Newest LLM agent frameworks (
topic:llm-agent) - rag-radar — Newest RAG implementations and tools (
topic:rag) - llm-eval-tracker — Newest LLM evaluation tools and benchmarks (
topic:llm-eval) - agent-framework-radar — Newest agent frameworks shipping on GitHub (
topic:agent-framework) - llmops-radar — Newest LLMOps tooling (observability, deployment) (
topic:llmops) - prompt-tools-live — Newest prompt-engineering tools and prompt repos (
topic:prompt-engineering) - agent-eval-harness — Live benchmark of AI coding agents (
topic:llm-eval) - skills-tracker — Tracking new GitHub 'skills' repos (
topic:agent-skills) - awesome-agent-skills — Curated auto-updated awesome-list of AI agent skills (
topic:agent-skills)
MIT — see LICENSE.