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: 2026-11-02 03:30 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 | 3 | Python | 2026-11-02 | Live tracker of new RAG implementations, tools, and patterns — updated every 15 minutes |
| 2 | Scaibu/llm-observability-platform | 6 | Python | 2026-11-02 | LLM Observability & Evaluation Platform — Live Frontend: https://llm-obs-web-app-9664.web.app |
| 3 | volcengine/OpenViking | 41318 | Python | 2026-11-02 | Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills. |
| 4 | Ontos-AI/knowhere | 3870 | Python | 2026-11-02 | Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG. |
| 5 | nadeem4/nl2sql | 4 | Python | 2026-11-02 | Ask your database questions in English. The model emits a typed query plan, never SQL text - validated against the real |
| 6 | adeoluo/vectordb-go | 0 | Go | 2026-11-02 | A concurrent, persistent HNSW vector database server in Go: write-ahead log with checksums, snapshot and replay crash re |
| 7 | milvus-io/milvus | 46555 | Go | 2026-11-02 | Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search |
| 8 | ArcadeData/arcadedb | 1230 | Java | 2026-11-02 | ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a |
| 9 | infiniflow/infinity | 4753 | C++ | 2026-11-02 | The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vecto |
| 10 | makr-code/ThemisDB | 9 | C++ | 2026-11-02 | Themis Database System - High-performance C++ hybrid-database (graph-vector-relational-file) with AQL support and MVCC. |
| 11 | Sam15b/LedgerLens | 0 | Python | 2026-11-02 | Agentic GraphRAG system for invoices, POs & contracts: OCR ingestion, Pinecone + Neo4j hybrid retrieval, LangGraph agent |
| 12 | Cognilogical/NeuroStrata | 6 | Rust | 2026-11-02 | Cognitive Memory Architecture for Agents |
| 13 | surrealdb/docs.surrealdb.com | 121 | HTML | 2026-11-02 | The documentation for SurrealDB, built with Vike, React, and Mantine |
| 14 | viochris/nl2sql-selected-schema-llamaindex | 0 | Python | 2026-11-02 | Natural language to SQL with LlamaIndex that retrieves only the table schemas relevant to each question from ChromaDB us |
| 15 | matrixorigin/matrixone | 2062 | Go | 2026-11-02 | AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intell |
| 16 | gifton/VectorCore | 4 | Swift | 2026-11-02 | CPU-bound vector math library with SIMD optimization, distance metrics, and foundational protocols for Swift6 |
| 17 | n8watkins/GeminiGPT | 0 | TypeScript | 2026-11-02 | AI chat app with cross-chat memory — RAG over LanceDB with Gemini, Next.js + Socket.IO. Bring your own key or use the li |
| 18 | djleamen/doc-reader | 3 | Python | 2026-11-02 | Large document Q&A agent using RAG |
| 19 | nguyenquoaca-hash/agentic-mesh | 2 | HTML | 2026-11-02 | Multi-Agent AI Orchestrator 2026 🚀 | YAML, 6+ LLM Providers, ReAct & Swarm |
| 20 | yantrikos/yantrikdb | 71 | Rust | 2026-11-02 | Cognitive memory engine for AI agents — temporal decay, contradiction detection, autonomous consolidation, knowledge gra |
| 21 | dkylewillis/vera | 18 | Python | 2026-11-02 | |
| 22 | qtuanph/chatbot-rag | 1 | TypeScript | 2026-11-02 | Production-ready Vietnamese RAG platform with LlamaIndex, Qdrant hybrid retrieval, provider management, and real-time an |
| 23 | jbene445/cloud-computing | 0 | — | 2026-11-02 | |
| 24 | 4nur4gmishr4/4nur4gmishr4 | 2 | JavaScript | 2026-11-02 | Backend-focused fullstack & applied ai dev. Building cool stuff with LLMs & agents. Obsessed with clean architecture & s |
| 25 | jwteeba/rag-platform | 0 | Python | 2026-11-02 | Enterprise RAG Platform API — Production-grade document intelligence backend in Python/FastAPI with JWT auth, async Post |
| 26 | kannaka-labs/kannaka-memory | 3 | Rust | 2026-11-02 | The Holographic Resonance Medium — wave-interference memory for AI agents. Bilateral hemispheres, dream consolidation, b |
| 27 | nikoma/bicdb | 2 | Rust | 2026-11-02 | Next-gen database for AI agents. PostgreSQL, Redis, queues, vectors, full-text search & analytics. One engine. |
| 28 | kichikubeihei/CodeMemoryPrime | 0 | Rust | 2026-11-02 | Local codebase memory for AI assistants. Because re-explaining your project structure to Claude or Antigravity for the f |
| 29 | iberi22/xavier | 1 | Rust | 2026-11-02 | Xavier — Rust vector memory & knowledge graph for AI agents (HTTP/CLI/MCP). Powers SWAL communal context |
| 30 | api-evangelist/contentstack | 0 | — | 2026-11-02 | contentstack — independent third-party profile of a public API surface, by API Evangelist. This document is a detailed r |
| 31 | bythewayz66-glitch/mem20 | 1 | Python | 2026-11-02 | Memory substrate and agent runtime for AI systems that have to be trusted — grounded facts and simulated hypotheses neve |
| 32 | lynvera-ai/ragparity | 0 | Python | 2026-11-02 | Open-source toolkit for validating data consistency across source systems, RAG indexes, and AI-generated answers. |
| 33 | SuperInstance/SuperInstance | 7 | HTML | 2026-11-02 | |
| 34 | databendlabs/databend | 9491 | Rust | 2026-11-02 | Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architectu |
| 35 | lancedb/lancedb | 11825 | Rust | 2026-11-02 | Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less. |
| 36 | neomjs/neo-agent-brain | 12 | JavaScript | 2026-11-02 | Point a cross-model AI engineering team at your own codebases. The Agent OS keeps named AI maintainers' identity, memory |
| 37 | Kingflow-23/RepWise | 0 | Python | 2026-11-02 | An evidence-grounded adaptive gym training system that generates personalized workout programs using RAG (Retrieval-Augm |
| 38 | NirDiamant/RAG_Techniques | 30176 | Jupyter Notebook | 2026-11-02 | This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique h |
| 39 | PatrickWiloak/bedrock-rag-s3-vectors-tutorial | 5 | JavaScript | 2026-11-02 | AWS Bedrock RAG tutorial: document Q&A on Bedrock Knowledge Bases + S3 Vectors, streamed through CloudFront. Deploy with |
| 40 | Benorina1/llm-vector-retrieval-playbook | 0 | HTML | 2026-11-02 | Master LLM Search in 2026: The Complete Semantic AI Handbook |
| 41 | al7o/DocuMind-AI-Engine | 1 | HTML | 2026-11-02 | AI Document Analyzer 2026 📄✨ - Smart OCR & Data Extraction Tool |
| 42 | zaahist/design-to-ship-playbook | 1 | HTML | 2026-11-02 | AI Blueprint Generator 2026: PRDs to Agent Prompts in One Click |
| 43 | PersonalClaw/PersonalClawApps | 0 | Python | 2026-11-02 | First-party app bundles for PersonalClaw — 69 apps across model providers, search, speech (STT/TTS), local models, agent |
| 44 | glincker/awesome-selfhosted-ai | 70 | JavaScript | 2026-11-02 | Curated list of self-hosted open-source AI: local LLMs, chat UIs, agents, MCP servers, RAG, speech and image generation. |
| 45 | cyberlife-coder/VelesDB | 101 | Rust | 2026-11-02 | The explainable, local-first memory engine for AI agents. One ~9 MB binary fuses vector + graph + columnar under VelesQL |
| 46 | fennec-db/fennecdb | 0 | Rust | 2026-11-02 | Minimal, vector-native embedded database in Rust. Compiles to WebAssembly, has its own query language (FenecQL) and spea |
| 47 | ChromaDotNet/ChromaDB.Client | 36 | C# | 2026-11-01 | .NET client for Chroma and Chroma Cloud, tested with Chroma 0.4.10 to 1.5.9. |
| 48 | bili14/MediaSearch | 1 | Python | 2026-11-01 | Chinese-text semantic search over your own images and videos (WeMM-2B). MCP-ready for AI assistants, fully local, token- |
| 49 | sergiommarcial/itzma | 0 | Rust | 2026-11-01 | Vector search on object storage, as a Rust library with Python bindings. Vectors live as plain objects in your bucket: n |
| 50 | thekaveh/atlas | 4 | Python | 2026-11-01 | Atlas — self-hosted, source-configurable engineering platform for gen-AI, RAG, ML and data work: 58 service families (Ol |
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.