Data & context
Microsoft GraphRAG
Knowledge-graph extraction and collection-level context for retrieval beyond individual text chunks.
Overview
Research summary
Microsoft GraphRAG uses language models to extract structured relationships from unstructured text and builds graph-based context for question answering. Its indexing and query pipeline targets questions that benefit from relationships and summaries across a document collection. The MIT-licensed repository is research software, not a supported Microsoft product. Its maintainers currently accept maintenance work such as bug fixes and security dependency updates, but state that new features and external pull requests are not planned. Indexing can incur substantial model costs and requires corpus-specific configuration.
Repository summary
- Stars
- Unavailable
- Open issues
- Unavailable
- Last push
- Unavailable
- Commits, 90 days
- Unavailable
- Repository activity
- Not scored
- Version
- Unavailable
Recorded catalogue figures. View repository data and provenance →
Classification
Pricing & services
Paid services unknown
Whether the provider offers paid products or services has not been established.
Licence scope
Implementation
Recorded implementation details and interfaces for Microsoft GraphRAG.
Implementation details
Python indexing and graph-based retrieval pipeline
- Languages
- Python
- Repository type
- source
Recorded interfaces and capabilities
Licence scope
Repository
Repository snapshots, release information and recorded maintenance signals.
Repository snapshot
- Stars
- Unavailable
- Open issues
- Unavailable
- Last push
- Unavailable
- Commits, 90 days
- Unavailable
- Repository activity
- Not scored
- Archived
- Not recorded
Repository activity is a snapshot, not a quality or popularity ranking. It combines recent-push freshness (50%), 90-day commits (30%) and issue pressure (20%).
Maintenance and provenance
- Catalogue snapshot
- 2026-10-06
Documentation
Recorded references and research provenance for this entry.
Recorded sources 3
- https://microsoft.github.io/graphrag/ Project page · Documentation · Research reference
- https://github.com/microsoft/graphrag Linked repository · Research reference
- https://github.com/microsoft/graphrag/blob/main/README.md Research reference
Research metadata
- Research date
- 2026-10-01
- Catalogue snapshot
- 2026-10-06
Community & social 1 channels
Communities
- GitHub Discussionsgithub.com/microsoft/graphrag/discussionsOfficialDiscussionFeedback
Related tools
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