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: 2026-06-16 23:15 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 | 2026-06-16 | Live tracker of new RAG implementations, tools, and patterns — updated every 15 minutes |
| 2 | Susanta2025-lab/estudio-polymind-llm-orchestration | 0 | Python | 2026-06-16 | Local AI infrastructure for multi-LLM RAG, vector search, and agentic workflows. Combines Ollama, FastAPI, ChromaDB, and |
| 3 | databendlabs/databend | 9341 | Rust | 2026-06-16 | Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architectu |
| 4 | linny006/vector-db-live | 0 | Python | 2026-06-16 | Live-updating landscape of vector database projects, integrations, and benchmarks — refreshed every |
| 5 | AleksNeStu/ai-real-estate-assistant | 227 | Python | 2026-06-16 | AI-powered real estate platform with conversational property search, analytics, and market insights. Built with FastAPI |
| 6 | GlitterKill/sdl-mcp | 368 | TypeScript | 2026-06-16 | Symbol Delta Ledger (SDL-MCP) gives coding agents the right code context, not your entire repo. It turns sprawling codeb |
| 7 | nguyenquoaca-hash/agentic-mesh | 1 | HTML | 2026-06-16 | Multi-Agent AI Orchestrator 2026 🚀 | YAML, 6+ LLM Providers, ReAct & Swarm |
| 8 | tryAGI/Weaviate | 2 | C# | 2026-06-16 | C# SDK for the Weaviate API -- open-source vector database |
| 9 | Mintplex-Labs/anything-llm | 61670 | JavaScript | 2026-06-16 | Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience |
| 10 | orneryd/NornicDB | 775 | Go | 2026-06-16 | Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and wri |
| 11 | MariaDB/server | 7740 | C++ | 2026-06-16 | MariaDB server is a community developed fork of MySQL server. Started by core members of the original MySQL team, MariaD |
| 12 | deven96/ahnlich | 193 | Rust | 2026-06-16 | Suite of tools containing an in-memory vector datastore and AI proxy |
| 13 | cyberlife-coder/VelesDB | 66 | Rust | 2026-06-16 | VelesDB is a local‑first AI data engine written in Rust that unifies vectors, full‑text and graph in a single file with |
| 14 | al7o/DocuMind-AI-Engine | 0 | HTML | 2026-06-16 | AI Document Analyzer 2026 📄✨ - Smart OCR & Data Extraction Tool |
| 15 | zaahist/design-to-ship-playbook | 0 | HTML | 2026-06-16 | AI Blueprint Generator 2026: PRDs to Agent Prompts in One Click |
| 16 | Dakera-AI/dakera-go | 1 | Go | 2026-06-16 | Go SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. Vectors, hybrid search, knowledge graphs, sessions. |
| 17 | Dakera-AI/dakera-rs | 6 | Rust | 2026-06-16 | Rust SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. HTTP/gRPC, vectors, hybrid search, knowledge graphs, se |
| 18 | tryAGI/Chroma | 0 | C# | 2026-06-16 | C# SDK for the Chroma API -- open-source vector database |
| 19 | kaivid-labs/evret | 18 | Python | 2026-06-16 | Evals framework for Information Retrieval Systems |
| 20 | tryAGI/Milvus | 0 | C# | 2026-06-16 | C# SDK for the Milvus vector database REST API -- collections, vectors, partitions, indexes, users, and roles management |
| 21 | tryAGI/Turbopuffer | 0 | C# | 2026-06-16 | C# SDK for the Turbopuffer API -- serverless vector database for search and retrieval |
| 22 | tryAGI/Qdrant | 0 | C# | 2026-06-16 | C# SDK for the Qdrant API -- vector database with points, collections, snapshots, and cluster management |
| 23 | tryAGI/Pinecone | 8 | C# | 2026-06-16 | C# SDK for the Pinecone API -- vector database with similarity search, index management, and inference |
| 24 | run-llama/llama_index | 50173 | Python | 2026-06-16 | LlamaIndex is the leading document agent and OCR platform |
| 25 | theo-ai-lab/ai-career-coach | 0 | TypeScript | 2026-06-16 | Resume-grounded AI career coach — multi-agent RAG with a preregistered, falsifiable LLM-as-judge eval benchmark and adve |
| 26 | cyborginc/cyborgdb-js | 7 | TypeScript | 2026-06-16 | JavaScript & TypeScript Client SDK for CyborgDB: The Confidential Vector Database |
| 27 | cyborginc/cyborgdb-go | 9 | Go | 2026-06-16 | Go Client for CyborgDB: The Confidential Vector Database |
| 28 | litegraphdb/litegraph | 121 | C# | 2026-06-16 | Lightweight graph database with relational, vector, and MCP support, designed to power knowledge and artificial intellig |
| 29 | qdrant/qdrant | 32384 | Rust | 2026-06-16 | Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also av |
| 30 | yichunzhao/ragdemo | 0 | Java | 2026-06-16 | Purpose: This demo project aims to showcase the end-to-end setup of an AI application using Spring Boot and Spring AI, c |
| 31 | SynapseKit/SynapseKit | 21 | Python | 2026-06-16 | Minimal, async-first Python framework for production LLM apps- 2 hard deps, no magic, no SaaS. |
| 32 | cyborginc/cyborgdb-py | 8 | Python | 2026-06-16 | Python Client SDK for CyborgDB: The Confidential Vector Database |
| 33 | genkit-ai/genkit | 6120 | TypeScript | 2026-06-16 | Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google |
| 34 | topoteretes/cognee | 17856 | Python | 2026-06-16 | Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions |
| 35 | Rohit-Dnath/RAMen | 1 | Go | 2026-06-16 | RAMen is a fast in-memory data store like Redis, but built for AI: drop-in Redis protocol, native vector search, semanti |
| 36 | srimon12/qql-go | 2 | Go | 2026-06-16 | Single-binary operational CLI for Qdrant with .qql runbooks, CI automation, retrieval diagnostics, and stable JSON outpu |
| 37 | Fieldnote-Echo/ordvec | 21 | Rust | 2026-06-16 | Training-free ordinal & sign quantization for compressed nearest-neighbour retrieval over high-dimensional embeddings. P |
| 38 | Dakera-AI/dakera-deploy | 11 | JavaScript | 2026-06-16 | Self-hosted Dakera AI memory server — Docker Compose, Kubernetes, Helm, HA cluster setup, and monitoring. |
| 39 | lightonai/next-plaid | 495 | Rust | 2026-06-16 | NextPlaid, ColGREP: Multi-vector search, from database to coding agents. |
| 40 | Neverdecel/CodeRAG | 211 | Python | 2026-06-16 | Local-first, zero-key semantic code search for large and custom codebases — hybrid vector + keyword retrieval with symbo |
| 41 | somenath203/ChatFolio | 0 | JavaScript | 2026-06-16 | Click below to checkout the website |
| 42 | RediSearch/RediSearch | 6156 | C | 2026-06-16 | A query and indexing engine for Redis, providing secondary indexing, full-text search, vector similarity search and aggr |
| 43 | Fidonis/qdrant-mcp-rbac | 0 | Python | 2026-06-16 | Role-based access to your Qdrant vector store, via MCP. OIDC in, scoped JWTs out. Maintained by Fidonis. |
| 44 | ArcadeData/arcadedb | 942 | Java | 2026-06-16 | ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a |
| 45 | Yigtwxx/awesome-rag-production | 105 | Python | 2026-06-16 | A curated list of battle-tested tools, frameworks, and best practices for building scalable, production-grade Retrieval- |
| 46 | HelixDB/helix-db | 5302 | Rust | 2026-06-16 | HelixDB is an OLTP graph-vector database built in Rust. |
| 47 | lancedb/docs | 7 | Python | 2026-06-16 | Documentation for LanceDB, the Multimodal Lakehouse for AI |
| 48 | BhanukaJanappriya/RAG-based-customer_support_chatbot- | 0 | Python | 2026-06-16 | Fully local RAG customer support chatbot — Llama 3.2 + LangChain + ChromaDB + FastAPI (SSE streaming) + Streamlit, with |
| 49 | marinoalfonso/open-pertosa | 0 | Python | 2026-06-16 | Sistema RAG per la consultazione in linguaggio naturale di documenti amministrativi pubblici. Sviluppato per il Comune d |
| 50 | pinecone-io/pinecone-ts-client | 272 | TypeScript | 2026-06-16 | The official TypeScript/Node client for the Pinecone vector database |
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.