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: 2026-07-08 16:15 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 | 1 | Python | 2026-07-08 | Live tracker of new RAG implementations, tools, and patterns — updated every 15 minutes |
| 2 | kirill2911/awesome-vector-search | 1 | — | 2026-07-08 | 🔍 Explore a curated list of open-source vector-native databases and libraries for efficient vector search, indexing, and |
| 3 | MrPeppersDev/agent-infrastructure-landscape | 1 | HTML | 2026-07-08 | AI agent memory & infrastructure landscape — comparative catalog of 912 systems × 68 columns covering memory layers, age |
| 4 | k8ssandra/k8ssandra-operator | 235 | Go | 2026-07-08 | The Kubernetes operator for K8ssandra |
| 5 | buitoan112233/EleutherIA | 2 | Shell | 2026-07-08 | 🧠 Explore a FAIR-compliant knowledge graph that analyzes ancient debates on free will, fate, and moral responsibility fr |
| 6 | AleksNeStu/ai-news-scraper | 3 | Python | 2026-07-08 | AI-powered news scraper with semantic search, RSS subscriptions, and AI-generated summaries. FastAPI + Next.js + ChromaD |
| 7 | Ojcalzada/pulsepoint-RAG | 0 | Python | 2026-07-08 | 🩺 Synthesize reliable health insights from community experiences with PulsePoint's advanced retrieval-augmented generati |
| 8 | Dangamuwagedilshan/x0 | 1 | — | 2026-07-08 | |
| 9 | quarkiverse/quarkus-qdrant | 2 | Java | 2026-07-08 | Rest client for Qdrant vector database |
| 10 | ArcadeData/arcadedb | 1007 | Java | 2026-07-08 | ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a |
| 11 | rehan243/RAG-Enterprise-Search | 0 | Python | 2026-07-08 | Production RAG pipeline — enterprise knowledge retrieval across 2TB+ data using LangChain, FAISS, ChromaDB, PG-Vector wi |
| 12 | Alexreye/advance-nlp-generative-ai | 1 | — | 2026-07-08 | 🤖 Explore advanced NLP techniques and generative AI tools for real-world applications, enhancing language understanding |
| 13 | persona-net/rag-pipeline-dashboard | 0 | TypeScript | 2026-07-08 | 📊 Manage Retrieval-Augmented Generation pipelines with real-time monitoring and document processing in a user-friendly d |
| 14 | ELSAKKK/mnemos-mcp | 4 | Python | 2026-07-08 | 🧠 Transform documentation chaos into a structured memory system with Mnemos, your self-hosted, multi-context knowledge s |
| 15 | linny006/vector-db-live | 0 | Python | 2026-07-08 | Live-updating landscape of vector database projects, integrations, and benchmarks — refreshed every |
| 16 | eliasepro/groq-pdf-chat | 0 | Python | 2026-07-08 | 📄 Chat with PDF files effortlessly using Groq PDF Chat; harness cloud speed and local processing for quick, cost-effecti |
| 17 | BiggerCap/agentops-hub | 2 | TypeScript | 2026-07-08 | 🤖 Orchestrate AI agents with ease using this production-ready platform, featuring real-time streaming and multi-tool exe |
| 18 | Atumkezie/Kharagpur-Data-Science-Hackathon | 2 | Python | 2026-07-08 | 🔍 Build an AI reasoning system that processes long text data and provides grounded answers using NLP and the Pathway Pyt |
| 19 | hankamarvanova/unified-db | 2 | Swift | 2026-07-08 | 🌟 Accelerate SQLite database operations on Apple Silicon with GPU power for faster analytics and efficient data manageme |
| 20 | HelloWorld-Open/AI-Intelligent-Assistant | 0 | Python | 2026-07-08 | A fully local AI chat assistant with RAG, semantic memory, and web search. Built with FastAPI + React + Ollama + ChromaD |
| 21 | drae1712/Agentic-RAG-Anime-Recommender-System | 2 | Python | 2026-07-08 | 🎬 Discover your next favorite anime with this advanced Retrieval-Augmented Generation system, offering precise recommend |
| 22 | regabbb22/Flipkart-Product-Recommender-RAG | 3 | Python | 2026-07-08 | 🛒 Build a leading-edge e-commerce recommendation system using RAG architecture, Groq Llama 3, LangChain, and AstraDB, de |
| 23 | qdrant/qdrant | 33041 | Rust | 2026-07-08 | Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also av |
| 24 | blackeagle686/vec_db | 1 | Rust | 2026-07-08 | Phoenix-Vector is a highly optimized vector database engine and AI-native ingestion platform built entirely from scratch |
| 25 | pablocael/pynear | 41 | C++ | 2026-07-08 | A python library for efficient KNN search within metric spaces using multiple distance functions. |
| 26 | shiro1707778/episodic-memory-pipeline | 1 | Python | 2026-07-08 | 🧠 Build a cognitive architecture for AI that mimics human memory, separating episodic and semantic memory while ensuring |
| 27 | humanhady/DocMine | 2 | Python | 2026-07-08 | 📄 Transform documents into queryable knowledge with exact recall and entity extraction for research insights. |
| 28 | ibrahima0101/python-ai-chatbot-huggingface | 0 | Python | 2026-07-08 | 🤖 Create an interactive AI chatbot using pre-trained Hugging Face models with a simple Gradio web interface for learning |
| 29 | Edublackk/self-correcting-rag-chatbot | 3 | — | 2026-07-08 | 🤖 Enhance chatbot accuracy with a self-correcting RAG system that ingests documents, retrieves data, and evaluates respo |
| 30 | kleZ799/RAG--DocumentScrapper- | 1 | Python | 2026-07-08 | A RAG system that stops GPT from confidently making things up. |
| 31 | shoaibraza123/promptbook-mcp | 1 | HTML | 2026-07-08 | 🤖 Store, search, and organize your AI prompts easily with RAG-powered semantic search in this plug-and-play server for d |
| 32 | piporyx/doc-qa-agent | 0 | Python | 2026-07-08 | 🤖 Create an interactive chatbot that answers questions from documents using OpenAI and Ollama, with a user-friendly Grad |
| 33 | leitoooatr/PythonVectorDB | 1 | Python | 2026-07-08 | 🗄️ Manage and search large vector datasets efficiently with this pure Python vector database featuring Int8 quantization |
| 34 | lopadova/AskMyDocs | 7 | PHP | 2026-07-08 | AI Hub & Intelligent Agentic Platform for the Enterprise - self-hostable AI hub for enterprise knowledge. |
| 35 | rein98/PsyChat | 2 | Python | 2026-07-08 | 🧠 Enhance your mental health with PsyChat, an AI-powered therapy assistant using REBT principles for personalized suppor |
| 36 | saoud30/AI-Powered-HR-Onboarding-Assistant | 0 | Python | 2026-07-08 | A safety-first AI HR assistant that allows employees to query HR policies using natural language. Built with Retrieval-A |
| 37 | Jeroflo88/Self-Corrective-RAG | 0 | Python | 2026-07-08 | 🔍 Enhance your searches with Self-Corrective RAG, a system that optimizes queries and evaluates document relevance using |
| 38 | ribagolx10/crossvector | 1 | Python | 2026-07-08 | 🔗 Simplify vector database operations with CrossVector, a unified Python library for seamless integration and flexible b |
| 39 | topoteretes/cognee | 27350 | Python | 2026-07-08 | Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions |
| 40 | SidharthKriplani/genai-systems-lab | 0 | JavaScript | 2026-07-08 | Configure the system. Watch it fail. Understand why. Interactive lab for AI engineers and PMs — RAG failure simulation, |
| 41 | puffball1567/rochedb-rust | 0 | Rust | 2026-07-08 | Rust driver for RocheDB |
| 42 | juliusadroit905/RAG-vs-Fine-Tuning | 1 | — | 2026-07-08 | |
| 43 | arpan10000/simple-rag-pipeline-demo | 2 | Jupyter Notebook | 2026-07-08 | 🌌 Build a simple RAG pipeline to generate AI-driven answers using Chroma DB for storage and Grok LLM for context-aware r |
| 44 | eugen-goebel/smart-doc-qa | 0 | Python | 2026-07-08 | RAG system to chat with PDF, DOCX, and TXT documents with source-grounded answers |
| 45 | vicquick/nobrainr | 0 | Python | 2026-07-08 | Persistent memory and knowledge graph for AI agents via MCP — PostgreSQL + pgvector + Ollama |
| 46 | Separative-involucre520/SearchPaperByEmbedding | 1 | Python | 2026-07-08 | 🔍 Search for similar academic papers using semantic search. Utilize local models or OpenAI API for high-quality results. |
| 47 | hesamaria/rag-chatbot | 3 | Python | 2026-07-08 | 🧠 Build a RAG-driven chatbot to answer user questions using real-world knowledge from documents, focused on mental healt |
| 48 | weaviate/weaviate | 16536 | Go | 2026-07-08 | Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector |
| 49 | britorbs/consciousdb | 0 | Python | 2026-07-08 | 🗄️ Streamline data analysis with ConsciousDB, a vector database that integrates directly with your models for enhanced p |
| 50 | zaahist/design-to-ship-playbook | 0 | HTML | 2026-07-08 | AI Blueprint Generator 2026: PRDs to Agent Prompts in One Click |
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.