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OpenKB

OpenKB: Open LLM Knowledge Base

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Pythonretrievalagentsllmairagpython/uvpythonknowledge-base

OpenKB is an open LLM knowledge base from VectifyAI, positioned as a RAG tool in the agentic ecosystem. It is a Python project managed with uv and ships AGENTS.md and CLAUDE.md files for agent integration.

Reach for it when you want an open-source, Apache-2.0 licensed knowledge base built around retrieval-augmented generation for LLM agents.

Use it to

  • Serve as a knowledge base for LLM agents
  • Support RAG-based retrieval workflows
  • Provide agent context via AGENTS.md and CLAUDE.md
  • Integrate into Python toolchains using uv

For Developers building RAG pipelines and LLM agents

Role
rag
Language
Python
Licence
Apache-2.0
Forks
474
Open issues
43
Last push
2026-07-22
Latest release
v0.1.4 · 2026-05-15
Skills shipped
4
topicsknowledge-baseragllmagentsretrievalpython