BigHugger
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graphiti

Build Real-Time Knowledge Graphs for AI Agents

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Graphiti is a Python library from GetZep for building real-time knowledge graphs for AI agents. The repository describes it as a RAG-related component, shipped with agents.md and claude.md files, and includes Docker, Makefile, and uv-based Python tooling.

Use it when you need to construct knowledge graphs as context for LLM-driven agents rather than plain vector retrieval.

Use it to

  • Build real-time knowledge graphs for agents
  • Add graph-based RAG to an LLM pipeline
  • Integrate agent memory backed by a graph
  • Explore the codebase via its agents.md and claude.md guides

For Developers building LLM agents with graph-based retrieval

Role
rag
Language
Python
Licence
Apache-2.0
Forks
3,144
Open issues
290
Last push
2026-09-17
Latest release
v0.1.0 · 2024-08-27
topicsagentsgraphllmsragknowledge-graphspython