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: 2026-08-29 10:30 UTC
Data source:
GitHub Search APIThe table below is rewritten on every cron tick. Star the repo to bookmark.
| # | Name | ⭐ | Lang | Updated | Description |
|---|---|---|---|---|---|
| 1 | Mid-D-Man/msx | 0 | Rust | 2026-08-29 | Vector graphics format authored in DixScript, compressed with MBFA |
| 2 | RehanIlyas-dev/Omni-Context | 0 | Python | 2026-08-29 | RAG context engine for retrieval-augmented workflows — ingest and chunk documents (PDF, PPTX, DOCX, Markdown, TXT), embe |
| 3 | EVEDensity/AgentHub | 25 | Python | 2026-08-29 | Production-ready multi-agent platform delivering orchestration, session governance and audit capabilities. Stack: Go/Pyt |
| 4 | sjtan2302/chat-with-your-docs | 0 | Python | 2026-08-29 | RAG app for chatting with local documents. LangChain + ChromaDB + Streamlit + Gemini, with page-level citations and loca |
| 5 | linny006/vector-db-live | 3 | Python | 2026-08-29 | Live-updating landscape of vector database projects, integrations, and benchmarks — refreshed every |
| 6 | linny006/rag-radar | 3 | Python | 2026-08-29 | Live tracker of new RAG implementations, tools, and patterns — updated every 15 minutes |
| 7 | topoteretes/cognee | 30333 | Python | 2026-08-29 | Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions |
| 8 | varun29ankuS/shodh-memory | 276 | Rust | 2026-08-29 | Local, LLM-free memory for AI agents. A single offline Rust binary — deterministic and auditable — that learns from use, |
| 9 | MrPeppersDev/agent-infrastructure-landscape | 2 | HTML | 2026-08-29 | AI agent memory & infrastructure landscape — comparative catalog of 912 systems × 68 columns covering memory layers, age |
| 10 | api-evangelist/datastax | 0 | — | 2026-08-29 | DataStax — independent third-party profile of a public API surface, by API Evangelist. DataStax is the company behind As |
| 11 | 4nur4gmishr4/4nur4gmishr4 | 2 | JavaScript | 2026-08-29 | Backend-focused fullstack & applied ai dev. Building cool stuff with LLMs & agents. Obsessed with clean architecture & s |
| 12 | api-evangelist/chroma | 0 | — | 2026-08-29 | Chroma — independent third-party profile of a public API surface, by API Evangelist. Chroma (Chroma DB) is an open-sourc |
| 13 | Tanmoy095/Logiflow-platform | 2 | Go | 2026-08-29 | Multi-tenant operational intelligence platform AI control plane in Go/K8s. Features custom operator, Kafka ingestion, Te |
| 14 | matrixorigin/matrixone | 1881 | Go | 2026-08-29 | AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intell |
| 15 | SadiqCodex/Agentic-AI-Learning | 0 | Python | 2026-08-29 | AI-powered Retrieval-Augmented Generation (RAG) engine for intelligent document understanding and natural-language datab |
| 16 | tryAGI/Milvus | 0 | C# | 2026-08-29 | C# SDK for the Milvus vector database REST API -- collections, vectors, partitions, indexes, users, and roles management |
| 17 | liliang-cn/cortexdb | 252 | Go | 2026-08-29 | A pure-Go, single-file AI memory and knowledge graph library and plugin. |
| 18 | tryAGI/Weaviate | 2 | C# | 2026-08-29 | C# SDK for the Weaviate API -- open-source vector database |
| 19 | Chief-Strategist-J/llm-observability-platform | 4 | Python | 2026-08-29 | - |
| 20 | batul02/enterprise-ai-workspace | 0 | Python | 2026-08-29 | Multi-tenant enterprise RAG knowledge workspace built from scratch with FastAPI, PostgreSQL, Qdrant, custom chunking, em |
| 21 | ArcadeData/arcadedb | 1110 | Java | 2026-08-29 | ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a |
| 22 | Ontos-AI/knowhere | 2730 | Python | 2026-08-29 | Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG. |
| 23 | infino-ai/infino | 74 | Rust | 2026-08-29 | Embedded retrieval library built on Parquet. Fast, efficient, and scalable. |
| 24 | muhammad-hameed-ai/saudi-vision-2030-rag | 0 | Python | 2026-08-29 | Autonomous Zero-Disk Policy Intelligence RAG Microservice built with FastAPI, Qdrant Cloud, FastEmbed & Groq (Llama-3.2) |
| 25 | nguyenquoaca-hash/agentic-mesh | 2 | HTML | 2026-08-29 | Multi-Agent AI Orchestrator 2026 🚀 | YAML, 6+ LLM Providers, ReAct & Swarm |
| 26 | MostafaSensei106/Waffle-DB | 4 | Dart | 2026-08-29 | An advanced, high performance local vector database for Flutter, powered by Rust and HNSW graph indexing. |
| 27 | tamnd/yo | 0 | Rust | 2026-08-29 | Embedded knowledge engine in Rust, all in one .yo file. Documents, vectors, a graph and every Redis data structure in on |
| 28 | inlaySQL/inlaysql | 2 | Rust | 2026-08-29 | An embedded, serverless SQL database in Rust — one file, no server, MVCC concurrent writers, native vector + BM25 hybrid |
| 29 | varun29ankuS/shodh-redb | 6 | Rust | 2026-08-29 | Multi-modal embedded database in pure Rust -- native vector search, blob store, TTL, merge operators, CDC, time-travel, |
| 30 | NirDiamant/RAG_Techniques | 29267 | Jupyter Notebook | 2026-08-29 | This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique h |
| 31 | unohee/OpenSwarm | 839 | TypeScript | 2026-08-29 | OpenSwarm — Autonomous AI dev team orchestrator powered by Claude Code CLI. Discord control, Linear integration, cogniti |
| 32 | theogony-project/theogony | 0 | Python | 2026-08-29 | An open, democratic World-Brain — the shared, decentralization-capable knowledge substrate beneath AI. Owned by no one, |
| 33 | codecoradev/uteke | 235 | Rust | 2026-08-29 | 🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and search memories with semantic embe |
| 34 | i-rocky/corvid | 1 | Rust | 2026-08-29 | Embedded multi-modal database in Rust — vector + full-text + filter + graph + geo behind one fluent builder API. A vibe- |
| 35 | mmnto-ai/totem | 16 | TypeScript | 2026-08-29 | Rules you can enforce, state you can derive, context you can query: plain files in your repo, under whichever coding age |
| 36 | xbsheng/ai-from-scratch | 0 | Python | 2026-08-29 | Rebuild AI building blocks from scratch for learning: transformer, tokenizer, agent, RAG, vector DB. 从零实现 AI 相关的工具与框架 |
| 37 | makr-code/ThemisDB | 7 | C++ | 2026-08-29 | Themis Database System - High-performance C++ hybrid-database (graph-vector-relational-file) with AQL support and MVCC. |
| 38 | TAIPANBOX/engram | 2 | Python | 2026-08-29 | SQLite of agent memory — single-file, embeddable, zero-config. Episodic + semantic memory, hybrid BM25+vector recall, bi |
| 39 | aneeshpatne/Nova | 1 | TypeScript | 2026-08-29 | Private news desk that scrapes public articles, extracts structured stories with LLMs, stores them as semantic memory in |
| 40 | mohitshaky/enterprise-rag-service | 0 | Java | 2026-08-29 | Production-shaped RAG service in Java. Spring AI, pgvector, multi-tenant isolation, grounding guardrails and per-tenant |
| 41 | SadiqCodex/Smart-Rag-Engine | 0 | Python | 2026-08-29 | Intelligent RAG system for querying documents and PostgreSQL databases using LangChain, FastAPI, Ollama, FAISS, and loca |
| 42 | api-evangelist/zilliz | 0 | — | 2026-08-29 | Zilliz — independent third-party profile of a public API surface, by API Evangelist. Zilliz Cloud is the managed vector |
| 43 | CogKnowEdge-Solutions/Context-Memory-Layer | 0 | Jupyter Notebook | 2026-08-29 | A persistent context and memory layer that gives agents short-term conversation context, long-term knowledge, episodic e |
| 44 | project-david-ai/projectdavid-platform | 1 | Python | 2026-08-29 | A single pip installed package will orchestrate a production ready instance of the AI stack in any environment |
| 45 | aashutosh585/chatpdf | 0 | JavaScript | 2026-08-29 | AI-powered PDF chat application using RAG (Retrieval-Augmented Generation) that enables users to upload documents, gener |
| 46 | api-evangelist/weaviate | 1 | — | 2026-08-29 | Weaviate — independent third-party profile of a public API surface, by API Evangelist. Weaviate is an open-source, AI-na |
| 47 | infinispan/infinispan | 1347 | Java | 2026-08-29 | Infinispan is an open source data grid platform and highly scalable NoSQL cloud data store. |
| 48 | Artemon-line/ai-memory-hub | 2 | Python | 2026-08-29 | Local-first shared memory for AI agents, with MCP and HTTP APIs. |
| 49 | Shitless-jnr3697/rebasis | 0 | Python | 2026-08-29 | Measure, bridge, and migrate embedding upgrades safely without reindexing—know when it's worth it and do it without down |
| 50 | boulif781/enterprise-knowledge-assistant | 0 | — | 2026-08-29 | Retrieve answers from enterprise documents with AI-powered RAG, grounded in cited sources. |
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.