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Product / UX / Orchestration & agents

nano-graphrag

gusye1234

A simple, hackable ~1,100-line reimplementation of Microsoft's GraphRAG, built because the official version is hard to read or modify. Portable, fully async/typed, with swappable graph/vector/LLM backends - a lightweight reference and customization base rather than a production system.

MIT. ~3.9k stars. Likely stale - no release since Oct 2024.

Openness

5 high confidence
5.0
license
MIT(OSI)
source
public
core-gated
ungated

Fully MIT.

Adoption

2 medium confidence
2.0

~3.9k stars and ~1.7k monthly PyPI; no release since Oct 2024 (likely stale) - stars_fallback.

Capability

3 medium confidence
3.0

Trades breadth/polish for a small readable core.

Unchanged since 2026-07-30 (last edited, not re-checked)