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: 2026-06-06 21:30 UTC
Data source:
GitHub Search APIThe table below is rewritten on every cron tick. Star the repo to bookmark.
| # | Name | ⭐ | Lang | Updated | Description |
|---|---|---|---|---|---|
| 1 | ather-techie/rag-interview-questions | 49 | — | 2026-06-06 | A comprehensive interview preparation guide covering all major RAG (Retrieval-Augmented Generation) architectures. 100 q |
| 2 | cyberlife-coder/VelesDB | 65 | Rust | 2026-06-06 | VelesDB is a local‑first AI data engine written in Rust that unifies vectors, full‑text and graph in a single file with |
| 3 | SKeditz42/Vec | 1 | C | 2026-06-06 | 🌀 Create a fast, generic, leak-safe dynamic array in C with ergonomic API and safety features for efficient memory manag |
| 4 | zoepranataksm/Mind_Vault_AI | 1 | JavaScript | 2026-06-06 | 📚 Automate knowledge transfer with Mind Vault, an AI-driven system that converts unstructured data into searchable insig |
| 5 | roberto729a/OllamaRAG | 6 | Python | 2026-06-06 | 🤖 Build a smart AI assistant that learns from any website using a Retrieval-Augmented Generation framework with local mo |
| 6 | vishu570/contextforge | 2 | TypeScript | 2026-06-06 | 🔍 Optimize and manage prompts, agents, and templates with ContextForge, an AI-powered platform for seamless collaboratio |
| 7 | Ghostiepg/Scraping_AI_with_RAG_Tune | 0 | JavaScript | 2026-06-06 | |
| 8 | Bheka77/GhanaGPT | 0 | Python | 2026-06-06 | 🤖 Explore GhanaGPT, an AI assistant for document analysis and web search, offering support for Ga and Twi languages thro |
| 9 | 18311-Claire-Xinjin/pdf-chat-app | 1 | TypeScript | 2026-06-06 | 📄 Upload PDFs and chat with AI for instant insights, all through a sleek, user-friendly interface that works on any devi |
| 10 | sososeur/Enterprise-ready-conversational-AI-LLM-RAG | 5 | Python | 2026-06-06 | 🤖 Transform internal knowledge retrieval with a secure, on-premise RAG-powered chatbot that enhances efficiency through |
| 11 | ejber-ozkan/local-llm-photo-scanner | 0 | TypeScript | 2026-06-06 | A privacy-first, self-hosted photo manager powered by local LLMs (Ollama) and DeepFace. Scan your local images, generate |
| 12 | Daryl131/rag-nodejs | 0 | JavaScript | 2026-06-06 | 📄 Create a lightweight Node.js backend for Retrieval-Augmented Generation, enabling efficient document embedding, storag |
| 13 | linny006/vector-db-live | 0 | Python | 2026-06-06 | Live-updating landscape of vector database projects, integrations, and benchmarks — refreshed every |
| 14 | gekonge/No-one | 2 | TypeScript | 2026-06-06 | 🌐 Manage Java WebShells effortlessly with No-one, a modern tool for secure testing and deeper understanding of web attac |
| 15 | damn124/ai-calling-agent | 2 | Python | 2026-06-06 | 🎙️ Enhance customer interactions with a real-time AI voice agent, utilizing OpenAI's Realtime API and Twilio for smarter |
| 16 | linny006/rag-radar | 0 | Python | 2026-06-06 | Live tracker of new RAG implementations, tools, and patterns — updated every 15 minutes |
| 17 | Lp7X/azure-genai-chatbot-rag-langchain | 2 | Python | 2026-06-06 | 🤖 Build a production-ready generative AI chatbot with RAG, LangChain, and Azure for accurate, context-aware conversation |
| 18 | Hyperkorn/qdrant-neo4j-crawl4ai-mcp | 3 | Python | 2026-06-06 | 🧠 Enhance AI coordination with the Qdrant Neo4j Crawl4AI MCP server, combining vector search, knowledge graphs, and web |
| 19 | Shajo777/SupaAI-Framework-Template | 0 | — | 2026-06-06 | 🤖 Build enterprise-grade AI assistants with the SupaAI Framework, designed for seamless Supabase integration and scalabl |
| 20 | Mehdi138534/ai-news-scraper | 0 | HTML | 2026-06-06 | 📰 Scrape and analyze AI news articles efficiently while powering semantic search capabilities for better insights and un |
| 21 | gagdfzawgyta/AI-EMAIL-SAAS | 1 | TypeScript | 2026-06-06 | 📧 Build, manage, and optimize email campaigns with AI. Enhance engagement and streamline your workflows effortlessly. |
| 22 | zubairporag/yu-ai-agent | 0 | Java | 2026-06-06 | 🤖 Develop cutting-edge AI applications with the "yu-ai-agent" project, enhancing your skills and boosting your job prosp |
| 23 | DanieldfMedina/GenAI-Course-Repo | 0 | C++ | 2026-06-06 | 🚀 Explore hands-on examples and tutorials on Generative AI using Langchain and Huggingface, enhancing your skills from b |
| 24 | mmnto-ai/totem | 15 | TypeScript | 2026-06-06 | Deterministic, file-anchored toolkit for AI-agent work — context you can query, rules you can enforce, state you can der |
| 25 | SAHIXXX12/AI-Search-Engine | 0 | TypeScript | 2026-06-06 | 🔍 Build an AI-powered search engine with React, TypeScript, and Vite for fast, responsive querying and efficient develop |
| 26 | pedrohenrique316/Cursor-history-MCP | 2 | Python | 2026-06-06 | 🚀 Extract and vectorize your Cursor chat history, enabling efficient search through a Dockerized FastAPI API with LanceD |
| 27 | ermermermermidk/mcp-ai-memory | 1 | TypeScript | 2026-06-06 | 🧠 Manage AI context seamlessly with the MCP server for storing and retrieving semantic memory across sessions. Enhance y |
| 28 | kkokotero/VectorLite | 1 | Kotlin | 2026-06-06 | VectorLite is an Android-first local data platform that combines relational storage, vector search, automatic services a |
| 29 | ttcs60cntt3/meta-ai-orchestrator | 6 | Rust | 2026-06-06 | 🐙 Meta-AI Orchestrator unifies multiple LLMs with dynamic routing, RAG search, and DAG pipelines for enterprise AI workl |
| 30 | RankMegaCraft51/memfuse-python | 1 | Python | 2026-06-06 | MemFuse Python SDK offers a simple way to integrate memory capabilities into your LLM projects. 🚀 Join the community on |
| 31 | sakhama/memfuse | 1 | Python | 2026-06-06 | MemFuse offers a robust memory layer for large language models, enhancing their performance and efficiency. Join our com |
| 32 | jcpanggoygit/rag-chatbot-documents | 1 | Python | 2026-06-06 | This repository contains a RAG-based chatbot that helps you ask questions about your PDF documents. Use FastAPI and Stre |
| 33 | zaahist/design-to-ship-playbook | 0 | HTML | 2026-06-06 | AI Blueprint Generator 2026: PRDs to Agent Prompts in One Click |
| 34 | techdomegh/ai-news-scraper | 8 | Python | 2026-06-06 | AI News Scraper & Semantic Search: A Python application that scrapes news articles, uses GenAI to generate summaries and |
| 35 | hfgwygey/yu-ai-agent | 87 | Java | 2026-06-06 | 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 |
| 36 | ChrisGVE/workspace-qdrant-mcp | 1 | Rust | 2026-06-06 | Project-scoped Qdrant MCP server for workspace collections with scratchbook functionality. Python port of claude-qdrant- |
| 37 | zmwzmo11130/neuraldocs | 1 | Python | 2026-06-06 | Demo RAG API (FastAPI, OpenAI, ChromaDB, Docker) automatically generated using the OpenAI Codex CLI tool. Highlights Cod |
| 38 | Dono1901/RAG-LLM-using-AI-Pipeline-with-streamlit-interface | 4 | Python | 2026-06-06 | A system that combines Retrieval-Augmented Generation (RAG), the Claude Sonet 3.5 LLM, and the Pathway framework to anal |
| 39 | Jocker-123/ChatQ | 0 | HTML | 2026-06-06 | Local Retrieval-Augmented Generation (RAG) system built with FastAPI, integrating vector search, Elasticsearch, and opti |
| 40 | Maurellone/TySVA | 1 | Python | 2026-06-06 | Learn TypeScript chatting effortlessly with AI |
| 41 | clizardyy/unbody | 5 | TypeScript | 2026-06-06 | The modular, open-source backend for building AI-native software — powered by knowledge, not static data. |
| 42 | Ardem2025/mem0-temporal-hygiene | 0 | Python | 2026-06-06 | Temporal context, CRUD tools, and automated deduplication for Mem0 OSS + Qdrant. Fixes time-blindness and conflict resol |
| 43 | maksystem2025/GenAI-Course-Repo | 1 | Jupyter Notebook | 2026-06-06 | Explore a comprehensive collection of hands-on-tutorials, examples and note from the "Complete GenAI course wth Langchai |
| 44 | parvShah22/Rag_free_cources_assisstant | 0 | Python | 2026-06-06 | This is a RAG based smart search tool for recommending free online courses for upskilling |
| 45 | Yashsh101/creator-rag-system | 0 | Python | 2026-06-06 | Full-stack RAG chatbot for video analytics — compares YouTube & Instagram Reels using LangGraph, ChromaDB, and streaming |
| 46 | jourdaninorder609/mind-query | 0 | TypeScript | 2026-06-06 | Convert natural language into SQL and MQL queries for PostgreSQL, MySQL, SQL Server, and MongoDB using an MCP-enabled ag |
| 47 | fik93673/QueryMind-SQL | 1 | TypeScript | 2026-06-06 | Generate SQL queries from natural language text using an LLM-powered interface built with FastAPI, React, and LangChain. |
| 48 | Ramseydispensed499/ScholarAI-AI-Powered-Research-Assistant | 0 | TypeScript | 2026-06-06 | Streamline academic research and automate data analysis with this AI-powered assistant built for efficient literature re |
| 49 | Monkish-jewishryebread665/NodeMind | 0 | HTML | 2026-06-06 | Replace vector databases with binary document intelligence for efficient multimodal data search without GPUs. |
| 50 | Surging-scotandlot818/product-dev-blueprint | 0 | TypeScript | 2026-06-06 | Transform software concepts into structured build plans with this schema-first product planning tool for engineering tea |
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.