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: 2026-07-05 09:45 UTC
Data source:
GitHub Search APIThe table below is rewritten on every cron tick. Star the repo to bookmark.
| # | Name | ⭐ | Lang | Updated | Description |
|---|---|---|---|---|---|
| 1 | blackeagle686/vec_db | 1 | Rust | 2026-07-05 | VecDB is a highly optimized vector database engine built entirely from scratch in Rust. Designed with strict systems arc |
| 2 | engram-os/engram-os | 0 | Python | 2026-07-05 | An AI OS architecture emphasizing edge computing with privacy-by-design principles. |
| 3 | fub05/MCP---Agent-Starter-Kit | 6 | Python | 2026-07-05 | 🚀 Build and explore multi-agent AI workflows with ready-to-use projects for document serving, Q/A bots, and orchestratio |
| 4 | zaahist/design-to-ship-playbook | 0 | HTML | 2026-07-05 | AI Blueprint Generator 2026: PRDs to Agent Prompts in One Click |
| 5 | SKeditz42/Vec | 1 | C | 2026-07-05 | 🌀 Create a fast, generic, leak-safe dynamic array in C with ergonomic API and safety features for efficient memory manag |
| 6 | zoepranataksm/Mind_Vault_AI | 1 | JavaScript | 2026-07-05 | 📚 Automate knowledge transfer with Mind Vault, an AI-driven system that converts unstructured data into searchable insig |
| 7 | roberto729a/OllamaRAG | 6 | Python | 2026-07-05 | 🤖 Build a smart AI assistant that learns from any website using a Retrieval-Augmented Generation framework with local mo |
| 8 | Shajo777/SupaAI-Framework-Template | 0 | — | 2026-07-05 | 🤖 Build enterprise-grade AI assistants with the SupaAI Framework, designed for seamless Supabase integration and scalabl |
| 9 | Mehdi138534/ai-news-scraper | 0 | HTML | 2026-07-05 | 📰 Scrape and analyze AI news articles efficiently while powering semantic search capabilities for better insights and un |
| 10 | zubairporag/yu-ai-agent | 0 | Java | 2026-07-05 | 🤖 Develop cutting-edge AI applications with the "yu-ai-agent" project, enhancing your skills and boosting your job prosp |
| 11 | SAHIXXX12/AI-Search-Engine | 0 | TypeScript | 2026-07-05 | 🔍 Build an AI-powered search engine with React, TypeScript, and Vite for fast, responsive querying and efficient develop |
| 12 | DanieldfMedina/GenAI-Course-Repo | 0 | C++ | 2026-07-05 | 🚀 Explore hands-on examples and tutorials on Generative AI using Langchain and Huggingface, enhancing your skills from b |
| 13 | KonNik88/ml-research-radar | 0 | Python | 2026-07-05 | Custom end-to-end pipeline to find, organize, and reason over ML papers & GitHub repos — with an experimental NVIDIA UDR |
| 14 | ermermermermidk/mcp-ai-memory | 1 | TypeScript | 2026-07-05 | 🧠 Manage AI context seamlessly with the MCP server for storing and retrieving semantic memory across sessions. Enhance y |
| 15 | linny006/vector-db-live | 0 | Python | 2026-07-05 | Live-updating landscape of vector database projects, integrations, and benchmarks — refreshed every |
| 16 | linny006/rag-radar | 1 | Python | 2026-07-05 | Live tracker of new RAG implementations, tools, and patterns — updated every 15 minutes |
| 17 | loglux/RAG-Knowledge-Base-Platform | 1 | Python | 2026-07-05 | Structure‑aware RAG platform with semantic search and citations. |
| 18 | KabiththananParan/business-memory-ai | 0 | Python | 2026-07-05 | Business Memory AI — An AI-powered organizational memory system built with Cognee that remembers business decisions, cus |
| 19 | writerslogic/holographic-memory | 3 | Rust | 2026-07-05 | High-performance Holographic Memory System (HMS) for Node.js, powered by Rust. This library implements Vector Symbolic A |
| 20 | techdomegh/ai-news-scraper | 9 | Python | 2026-07-05 | AI News Scraper & Semantic Search: A Python application that scrapes news articles, uses GenAI to generate summaries and |
| 21 | hfgwygey/yu-ai-agent | 90 | Java | 2026-07-05 | 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 |
| 22 | zmwzmo11130/neuraldocs | 1 | Python | 2026-07-05 | Demo RAG API (FastAPI, OpenAI, ChromaDB, Docker) automatically generated using the OpenAI Codex CLI tool. Highlights Cod |
| 23 | localrun-ai/wikore | 0 | C++ | 2026-07-05 | An access-controlled enterprise knowledge RAG platform where every answer is evidence-gated by org structure, permission |
| 24 | Maurellone/TySVA | 1 | Python | 2026-07-05 | Learn TypeScript chatting effortlessly with AI |
| 25 | clizardyy/unbody | 5 | TypeScript | 2026-07-05 | The modular, open-source backend for building AI-native software — powered by knowledge, not static data. |
| 26 | chohyerinn/rag-trust-lab | 0 | Python | 2026-07-05 | RAG trust & regression lab - retrieval recall, grounding, prompt-injection following, and poisoned-doc exposure, compare |
| 27 | weaviate/weaviate | 16504 | Go | 2026-07-05 | Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector |
| 28 | unohee/OpenSwarm | 813 | TypeScript | 2026-07-05 | OpenSwarm — Autonomous AI dev team orchestrator powered by Claude Code CLI. Discord control, Linear integration, cogniti |
| 29 | hanyeol/model-compose | 75 | Python | 2026-07-05 | Portable AI runtime inspired by docker-compose. Compose agents, RAG pipelines, and MCP servers in one YAML file and run |
| 30 | MrPeppersDev/agent-infrastructure-landscape | 1 | HTML | 2026-07-05 | AI agent memory & infrastructure landscape — comparative catalog of 912 systems × 68 columns covering memory layers, age |
| 31 | doriapt53/spring-manifold-next-gen | 0 | TypeScript | 2026-07-05 | Orchestrate enterprise data ingestion from diverse repository connectors into vector search infrastructure using Java 25 |
| 32 | wf4006hufman/fieldrag | 0 | Python | 2026-07-05 | Grounded RAG + agent assistant for NGS field support on Google Cloud (Gemini + pgvector/Cloud SQL + FastAPI/Cloud Run, L |
| 33 | impressionable-pyrrhotite668/adaptive-multistage-rag-system | 0 | Jupyter Notebook | 2026-07-05 | Optimize long-document question answering with a multi-stage RAG pipeline featuring query-aware routing, cross-encoder r |
| 34 | RobertoDeLaCamara/Research-Agent | 3 | Python | 2026-07-05 | Autonomous research agent — 10 sources in parallel, self-correcting loop, exports PDF/Word/HTML. Powered by LangGraph + |
| 35 | Accessible-sloughing768/docustra | 0 | Python | 2026-07-05 | Compare RAG architectures, chunking strategies, and reliability features using this production-grade document intelligen |
| 36 | jourdaninorder609/mind-query | 0 | TypeScript | 2026-07-05 | Convert natural language into SQL and MQL queries for PostgreSQL, MySQL, SQL Server, and MongoDB using an MCP-enabled ag |
| 37 | infino-ai/infino | 33 | Rust | 2026-07-05 | Fast search engine on object storage, with full text search, vectors, and SQL, natively on Parquet. |
| 38 | MatthewRyanWeber/data-governance-pipeline | 0 | Python | 2026-07-05 | Governance-first Python ETL: GDPR/CCPA/HIPAA compliance, a tamper-evident hash-chained audit ledger, PII masking + linea |
| 39 | Surging-scotandlot818/product-dev-blueprint | 0 | TypeScript | 2026-07-05 | Transform software concepts into structured build plans with this schema-first product planning tool for engineering tea |
| 40 | Roseapplemutualopposition5427/rag-llamaindex-qdrant-docker | 0 | Dockerfile | 2026-07-05 | Build a multi-collection RAG system using LlamaIndex and Qdrant in a Docker environment. |
| 41 | constancywoodsy286/agentic-rag-for-practice | 1 | Python | 2026-07-05 | Build an agentic RAG document QA system with multi-user support, hybrid retrieval, reranking, and LangGraph workflows fo |
| 42 | jefffergunson118-beep/smara | 1 | — | 2026-07-05 | Sync persistent memory across your AI tools and agents using a unified MCP server. |
| 43 | Tobiaszn8972/turboquant-gpu | 2 | Python | 2026-07-05 | Compress KV cache for LLM inference with 5.02x efficiency on NVIDIA GPUs using cuTile kernels. |
| 44 | sarcosomebankcheck694/coordinode | 0 | Rust | 2026-07-05 | Unify graph, vector, and full-text search in one Rust engine for GraphRAG and AI retrieval with OpenCypher and MVCC |
| 45 | Rippledirham767/LongParser | 0 | Python | 2026-07-05 | Parse PDFs, DOCX, PPTX, XLSX, and CSV into validated, AI-ready chunks for privacy-first RAG pipelines with HITL review |
| 46 | viviannenitrogenous100/mentedb | 0 | — | 2026-07-05 | Build an AI memory database for agents with a Rust storage engine designed for LLM data and fast retrieval |
| 47 | cornelablastular720/dbdb-index | 1 | Go | 2026-07-05 | Browse and index 1,071 database systems from DBDB.io for fast discovery, comparison, and research |
| 48 | Twentyeight-lawnchair711/AlayaRenderer | 0 | — | 2026-07-05 | Build an AI-native renderer for games and virtual worlds, with data and tools for world creation and editing |
| 49 | raymondmdzz123/agent-memory | 1 | TypeScript | 2026-07-05 | Store persistent AI agent memory with conversation history, vector search, knowledge base, and fact extraction in TypeSc |
| 50 | outpost2026/RAG-indexer | 0 | Python | 2026-07-05 | Tento repozitář obsahuje nástroj navržený jako robustní pre-processingová (dry-run) vrstva pro migraci nestrukturovaných |
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.