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: 2026-08-01 02:15 UTC
Data source:
GitHub Search APIThe table below is rewritten on every cron tick. Star the repo to bookmark.
| # | Name | ⭐ | Lang | Updated | Description |
|---|---|---|---|---|---|
| 1 | GlitterKill/sdl-mcp | 457 | TypeScript | 2026-08-01 | Symbol Delta Ledger (SDL-MCP) is a policy-centered context budget layer for coding agents: Symbol-graph intelligence com |
| 2 | genkit-ai/genkit | 6307 | TypeScript | 2026-08-01 | Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google |
| 3 | 0xLazAI/alith | 44 | Rust | 2026-08-01 | Simple, Composable, High-Performance, Safe and Web3 Friendly AI Agents and LazAI Gateway for Everyone |
| 4 | MaxFreedomPollard/Compartment | 42 | Python | 2026-08-01 | Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Logically and mathemat |
| 5 | dk3yyyy/local_AI_agent | 3 | Python | 2026-08-01 | A Python-based AI agent that processes and analyzes restaurant reviews using vector embeddings and local language models |
| 6 | linny006/vector-db-live | 2 | Python | 2026-08-01 | Live-updating landscape of vector database projects, integrations, and benchmarks — refreshed every |
| 7 | linny006/rag-radar | 2 | Python | 2026-08-01 | Live tracker of new RAG implementations, tools, and patterns — updated every 15 minutes |
| 8 | frogdb/frogdb | 6 | Rust | 2026-08-01 | Fully Redis 8.x compatible database complete with replication, clustering, persistance, and hot/warm tiering. |
| 9 | perforate-org/gleaph | 1 | Rust | 2026-08-01 | Decentralized Graph Database with Integrated Vector Search |
| 10 | sahnsookyung/JobScout | 2 | Python | 2026-08-01 | AI-powered, resume-based job with a configurable matching pipeline that scrapes, analyzes, and scores jobs via alignment |
| 11 | matrixorigin/matrixone | 1873 | Go | 2026-08-01 | AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intell |
| 12 | kikugo/unified-rag | 0 | Python | 2026-08-01 | Multimodal RAG Streamlit app using Google Gemini + ChromaDB (with optional Google File Search) for querying text, images |
| 13 | qtuanph/chatbot-rag | 1 | Python | 2026-08-01 | Production-ready Vietnamese RAG platform with LlamaIndex, Qdrant hybrid retrieval, provider management, and real-time an |
| 14 | MrPeppersDev/agent-infrastructure-landscape | 2 | HTML | 2026-08-01 | AI agent memory & infrastructure landscape — comparative catalog of 912 systems × 68 columns covering memory layers, age |
| 15 | nguyenquoaca-hash/agentic-mesh | 2 | HTML | 2026-08-01 | Multi-Agent AI Orchestrator 2026 🚀 | YAML, 6+ LLM Providers, ReAct & Swarm |
| 16 | qdrant/qdrant | 33698 | Rust | 2026-08-01 | Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also av |
| 17 | mmnto-ai/totem | 16 | TypeScript | 2026-08-01 | Rules you can enforce, state you can derive, context you can query: plain files in your repo, under whichever coding age |
| 18 | oceanbase/oceanbase | 10230 | C++ | 2026-08-01 | The Fastest Distributed Database for Transactional, Analytical, and AI Workloads. |
| 19 | ErenReyhanlioglu/seekbind | 0 | Python | 2026-08-01 | Randevu platformları için semantik getirme, hibrit arama ve RAG mimarilerini kullanan yapay zeka destekli hizmet arama v |
| 20 | ArcadeData/arcadedb | 1057 | Java | 2026-08-01 | ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a |
| 21 | MariaDB/server | 7912 | C++ | 2026-08-01 | MariaDB server is a community developed fork of MySQL server. Started by core members of the original MySQL team, MariaD |
| 22 | probaku1234/chromamind | 0 | TypeScript | 2026-08-01 | ChromaMind is a fast desktop client for ChromaDB. |
| 23 | jmcgrath207/conproxy | 0 | Rust | 2026-08-01 | Search retrieval cache for agentic RAG |
| 24 | imagodata/filter_mate | 4 | Python | 2026-08-01 | FilterMate is a Qgis plugin, an everyday companion that allows you to easily filter your vector layers |
| 25 | zaahist/design-to-ship-playbook | 0 | HTML | 2026-08-01 | AI Blueprint Generator 2026: PRDs to Agent Prompts in One Click |
| 26 | schmitech/orbit | 326 | Python | 2026-08-01 | Self-hosted, OpenAI-compatible AI gateway for private RAG, natural-language data access, and tool-calling agents. |
| 27 | lancedb/lancedb | 11045 | Rust | 2026-07-31 | Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less. |
| 28 | GeorgeTanTK/TACO-GANN | 0 | Python | 2026-07-31 | Temporal and category-optimised graph ANN index supporting “top‑k neighbours of q with category C in time window [t_star |
| 29 | VivekDahariya/PriAI | 0 | Python | 2026-07-31 | Build your own offline domain-specific AI from your knowledge. |
| 30 | iharshkaran/hyperAI | 2 | TypeScript | 2026-07-31 | AI Assistant backend with Gemini, Pinecone, Retrieval-Augmented Generation (RAG), semantic search, JWT authentication, a |
| 31 | chrisleekr/langchain-playground | 6 | TypeScript | 2026-07-31 | A playground for LangChain.js, LangGraph, NewRelic GraphQL, Sentry, Slack, Model Context Protocol (MCP) and other LLM-re |
| 32 | al7o/DocuMind-AI-Engine | 1 | HTML | 2026-07-31 | AI Document Analyzer 2026 📄✨ - Smart OCR & Data Extraction Tool |
| 33 | siaarzh/scrybe | 3 | TypeScript | 2026-07-31 | Self-hosted semantic code search. Index repos and knowledge sources into a local vector DB, then search by natural langu |
| 34 | Dakera-AI/dakera-cli | 8 | Rust | 2026-07-31 | dk — CLI for Dakera self-hosted AI agent memory. Manage memories, namespaces, vectors, knowledge graphs, and sessions. |
| 35 | Dakera-AI/dakera-go | 4 | Go | 2026-07-31 | Go SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. Vectors, hybrid search, knowledge graphs, sessions. |
| 36 | Dakera-AI/dakera-rs | 5 | Rust | 2026-07-31 | Rust SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. HTTP/gRPC, vectors, hybrid search, knowledge graphs, se |
| 37 | Dakera-AI/dakera-js | 1 | TypeScript | 2026-07-31 | TypeScript/JavaScript SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. Vectors, hybrid search, knowledge grap |
| 38 | Dakera-AI/dakera-py | 5 | Python | 2026-07-31 | Python SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. Vectors, hybrid search, knowledge graphs, sessions. |
| 39 | lightonai/fast-plaid | 271 | Python | 2026-07-31 | High-Performance Engine for Multi-Vector Search |
| 40 | agent-ix/ecaz | 2 | Rust | 2026-08-01 | Rust PostgreSQL extension for high-performance vector storage with broad quantization and index support. |
| 41 | integrallis/vectors | 8 | Java | 2026-07-31 | The Ultimate Vectors Library for Java |
| 42 | cyberlife-coder/VelesDB | 78 | Rust | 2026-07-31 | The explainable, local-first memory engine for AI agents. One ~9 MB binary fuses vector + graph + columnar under VelesQL |
| 43 | sl4m3/ledgermind | 17 | Python | 2026-07-31 | LedgerMind — an autonomous living memory for AI agents. It self-heals, resolves conflicts, distills experience into rul |
| 44 | eniglio-ctrl/enterprise-rag-platform | 0 | Java | 2026-07-31 | Enterprise-grade Retrieval-Augmented Generation platform: Spring Boot microservices, PostgreSQL + pgvector, local-first |
| 45 | TAIPANBOX/engram | 2 | Python | 2026-08-01 | SQLite of agent memory — single-file, embeddable, zero-config. Episodic + semantic memory, hybrid BM25+vector recall, bi |
| 46 | topoteretes/cognee | 29638 | Python | 2026-07-31 | Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions |
| 47 | srimon12/qql-rs | 0 | Rust | 2026-07-31 | High-performance, declarative SQL-like query language engine for Qdrant and local edge vector databases. Multi-vector de |
| 48 | NirDiamant/RAG_Techniques | 28895 | Jupyter Notebook | 2026-07-31 | This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique h |
| 49 | carlwelchdesign/supraconscious-avatar-ai | 0 | TypeScript | 2026-07-31 | Inner Avatar is a full-stack SaaS application that leverages AI-driven analysis to transform journaling into a structure |
| 50 | jgoy-labs/server-nexe | 10 | Python | 2026-07-31 | Local AI server with persistent memory, RAG, and multi-backend inference (MLX / llama.cpp / Ollama). Runs entirely on yo |
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.