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: 2026-10-24 13:00 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 | 2026-10-24 | Live tracker of new RAG implementations, tools, and patterns — updated every 15 minutes |
| 2 | feather-store/feather | 8 | Python | 2026-10-24 | Embedded vector database + living context engine Part of Hawky.ai — AI-Native Digital Marketing OS |
| 3 | Nazar-Plokhuta/docuquery-rag-agent | 4 | Python | 2026-10-24 | Enterprise-grade async RAG microservice (FastAPI + ChromaDB HNSW). Features zero-hallucination guardrails, token budget |
| 4 | oguzhankir/omnichunk | 9 | Python | 2026-10-24 | Structure-aware text chunking library for code, prose, and markup files. Intelligently splits files into context-rich ch |
| 5 | Artemon-line/ai-memory-hub | 2 | Python | 2026-10-24 | Local-first shared memory for AI agents, with MCP and HTTP APIs. |
| 6 | originchaindb/originchadb | 0 | TypeScript | 2026-10-24 | Official OriginChainDB TypeScript and JavaScript SDK. SQL, vector search, full-text search, and graph queries. Tested Gi |
| 7 | linny006/vector-db-live | 3 | Python | 2026-10-24 | Live-updating landscape of vector database projects, integrations, and benchmarks — refreshed every |
| 8 | originchaindb/originchaindb-rust | 0 | Rust | 2026-10-24 | Official OriginChainDB Rust SDK. SQL, vector search, full-text search, and graph queries. Tested GitHub preview. |
| 9 | originchaindb/originchaindb-php | 0 | PHP | 2026-10-24 | Official OriginChainDB PHP SDK. SQL, vector search, full-text search, and graph queries. Tested GitHub preview. |
| 10 | originchaindb/originchaindb-ruby | 0 | Ruby | 2026-10-24 | Official OriginChainDB Ruby SDK. SQL, vector search, full-text search, and graph queries. Tested GitHub preview. |
| 11 | originchaindb/originchaindb-csharp | 0 | C# | 2026-10-24 | Official OriginChainDB C# and .NET SDK. SQL, vector search, full-text search, and graph queries. Tested GitHub preview. |
| 12 | originchaindb/originchaindb-java | 0 | Java | 2026-10-24 | Official OriginChainDB Java SDK. SQL, vector search, full-text search, and graph queries. Tested GitHub preview. |
| 13 | originchaindb/originchaindb-go | 0 | Python | 2026-10-24 | Official OriginChainDB Go SDK. SQL, vector search, full-text search, and graph queries. Tested GitHub preview. |
| 14 | originchaindb/llama-index-vector-stores-originchain | 0 | Python | 2026-10-24 | OriginChainDB LlamaIndex vector-store integration — Proprietary GitHub preview with tested wheel downloads. |
| 15 | originchaindb/originchain-python | 0 | Python | 2026-10-24 | Official OriginChainDB Python SDK. SQL, vector search, full-text search, and graph queries. Tested GitHub preview. |
| 16 | originchaindb/langchain-originchain | 0 | Python | 2026-10-24 | OriginChainDB LangChain vector-store integration — Proprietary GitHub preview with tested wheel downloads. |
| 17 | matrixorigin/matrixone | 2056 | Go | 2026-10-24 | AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intell |
| 18 | Youssef-Errachid/intelligent-document-audio-search--system- | 0 | JavaScript | 2026-10-24 | An intelligent document and audio search system that extracts text from documents, transcribes audio, and enables full-t |
| 19 | Benorina1/llm-vector-retrieval-playbook | 0 | HTML | 2026-10-24 | Master LLM Search in 2026: The Complete Semantic AI Handbook |
| 20 | mpilhlt/embapi | 2 | Go | 2026-10-24 | EmbAPI (/ɛmˈbɑːpeɪ/) ⚽, a RESTful Embeddings API |
| 21 | paradedb/paradedb | 9438 | Rust | 2026-10-24 | One Postgres for your application data, full-text search, vector retrieval, and aggregations. Home of the pg_search exte |
| 22 | 4nur4gmishr4/4nur4gmishr4 | 2 | JavaScript | 2026-10-24 | Backend-focused fullstack & applied ai dev. Building cool stuff with LLMs & agents. Obsessed with clean architecture & s |
| 23 | blackeagle686/vec_db | 2 | Rust | 2026-10-24 | Phoenix-Vector is a highly optimized vector database engine and AI-native ingestion platform built entirely from scratch |
| 24 | MostafaSensei106/Waffle-DB | 5 | Dart | 2026-10-24 | A local database for Flutter combining dense vector search, full-text search and filtered storage in one Rust engine. |
| 25 | kantord/SeaGOAT | 1314 | Python | 2026-10-24 | local-first semantic code search engine |
| 26 | 23skdu/longbow | 13 | Go | 2026-10-24 | Apache Arrow Flight clustered vector engine for high throughput Agent memory sharing |
| 27 | d3uceY/vectile | 10 | Go | 2026-10-24 | A desktop search engine for everything you write, read, and keep. Connect your Obsidian vault, projects, Calibre library |
| 28 | VectifyAI/PageIndex | 39597 | Python | 2026-10-24 | 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG |
| 29 | nguyenquoaca-hash/agentic-mesh | 2 | HTML | 2026-10-24 | Multi-Agent AI Orchestrator 2026 🚀 | YAML, 6+ LLM Providers, ReAct & Swarm |
| 30 | heyvaldemar/anythingllm-traefik-letsencrypt-docker-compose | 0 | Shell | 2026-10-24 | AnythingLLM with Ollama and Let's Encrypt Using Docker Compose: a private RAG on your own host, password required, Ollam |
| 31 | RishabhMathur06/CASO-RAG | 0 | Python | 2026-10-24 | Beyond Dumb Retrieval: A hybrid Graph-Vector AI engine that runs 100% locally on Apple Silicon, combining Knowledge Grap |
| 32 | motedb/motedb | 49 | Rust | 2026-10-24 | AI-native embedded multimodal database for embodied AI & robotics — vectors, time series, full text and binary in one em |
| 33 | 1Vewton/WikiSpider | 0 | Go | 2026-10-24 | Get the texts from wikipedia or other websites, embed it and store it to vector databases for RAG. |
| 34 | taladb/taladb | 12 | Rust | 2026-10-24 | TalaDB - An open-source embedded vector and document database for building local-first AI applications. |
| 35 | GiulioDER/RE-call | 6 | Python | 2026-10-24 | Memory that abstains instead of guessing: agent memory on your own Postgres with a verdict, confidence and provenance on |
| 36 | gyr0byte/Generative-AI | 0 | Python | 2026-10-24 | Hands-on GenAI projects learning with LangChain: chatbots, RAG pipelines, and AI agents. Built while learning LLM engine |
| 37 | Yasou13/MESA | 6 | Python | 2026-10-24 | An asynchronous memory engine for enterprise AI agents, statistically minimizing hallucinations via dual-LLM consensus |
| 38 | vespa-engine/vespa | 7144 | Java | 2026-10-24 | The AI search platform |
| 39 | Amz34/awesome-agent-infrastructure | 1 | Python | 2026-10-24 | A live-checked index of production-grade, self-hostable building blocks for AI agents and LLM workloads. |
| 40 | KonNik88/ml-research-radar | 3 | Python | 2026-10-24 | Custom end-to-end pipeline to find, organize, and reason over ML papers & GitHub repos — with an experimental NVIDIA UDR |
| 41 | giuliano0s/ifrs-canoas-rag | 0 | Python | 2026-10-24 | |
| 42 | hoangdinhlong/nhe_o | 1 | Ada | 2026-10-24 | Formally verified multi-model embedded ACID database in Ada 2022 / SPARK (SQL, JSONB, HNSW Vector, KV, Pub/Sub, Hybrid R |
| 43 | DevAnimecx/free-ai-agent-stack | 1 | TypeScript | 2026-10-24 | Every free LLM API, MCP server, agent framework and free-tier service you need to build an AI agent in 2026. 384 resourc |
| 44 | fenecdb/fenec | 0 | Rust | 2026-10-24 | Minimal, vector-native embedded database in Rust. Compiles to WebAssembly, has its own query language (FenecQL) and spea |
| 45 | Thisen-Ekanayake/Athena | 1 | Python | 2026-10-24 | Self-hosted research tracker. Builds a map of any research field (milestones, a reading path, open problems) and keeps a |
| 46 | makr-code/ThemisDB | 9 | C++ | 2026-10-24 | Themis Database System - High-performance C++ hybrid-database (graph-vector-relational-file) with AQL support and MVCC. |
| 47 | Parth-2004/Historical-AI-Assistant | 1 | Python | 2026-10-24 | AI assistant strictly bounded to pre-1900 historical data. It answers questions using only verified historical sources, |
| 48 | kldhsh123/Afterglow-Desktop | 2 | Python | 2026-10-24 | Afterglow的桌面端。让曾经对话的温度，延续为往后的陪伴。 | Afterglow on the Desktop Let the warmth of past conversations continue into companion |
| 49 | al7o/DocuMind-AI-Engine | 1 | HTML | 2026-10-24 | AI Document Analyzer 2026 📄✨ - Smart OCR & Data Extraction Tool |
| 50 | Rachit47/IdatenOps | 0 | Python | 2026-10-24 | AI-assisted workflow for pre-owned automotive retail |
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.