Skip to main content

Agentic GraphRAGDocumentation API reference Changelog

latest
0.0.5 (stable)
0.0.4

GitHub PyPI Quickstart

Reference
Python API

Python API
agrag.retrieval
community_context
logger

Version: 0.0.5 (stable)

`agrag.retrieval.community_context.logger`

logger = logging.getLogger(__name__)

expand_with_communities

Learn

Introduction
Installation
Quickstart
Architecture
Benchmarks

Build

Guides
Configuration
API reference
Trace spans
Changelog

Community

GitHub
PyPI
Issues
Discussions
Contributing

Legal

License (Apache-2.0)
Security policy
Code of conduct

Agentic GraphRAG is open source under the Apache-2.0 license. Copyright © 2026 the Agentic GraphRAG contributors.