microsoft/graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

Stars: 36k
Forks: 3.8k
Open beginner issues: 0
Indexed issues: 7
Avg merge: 20h 40m
Merged PRs (30d): 4

Dominant language: Python
License: MIT
Last GitHub push: Sep 16, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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7 open issues indexed

AzureBlobStorage.set() logs "Error setting key %s: %s" with only one argument, so the failure is never logged Open

Difficulty 1/5 Under an hour Newbie friendliness 90/100

microsoft/graphrag#2541 · 1 comment · Opened Sep 6, 2026
[Bug]: update_communities leaves dangling entity_ids/relationship_ids after an incremental update Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

microsoft/graphrag#2540 · 2 comments · Opened Sep 3, 2026
[Resource] GeoMind: Domain Knowledge Graph for GraphRAG Validation Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

microsoft/graphrag#2539 · Opened Sep 3, 2026
[Bug]: Table provider list() removes interior CSV/Parquet extensions Open

Difficulty 2/5 1-3 hours Newbie friendliness 86/100

microsoft/graphrag#2538 · 1 comment · Opened Sep 2, 2026
[Bug]: use_lcc silently drops case-sensitive entity titles from every community Open

backlog

microsoft/graphrag#2427 · 1 comment · 1 assignee · Opened Jul 8, 2026
K-core based hierarchical community construction as an alternative to Leiden Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

microsoft/graphrag#2407 · Opened Jun 18, 2026
[Feature Request]: Doc improvement, add a GraphRAG specific failure mode checklist and debug guide Open

backlog enhancement

Difficulty 2/5 Half a day Newbie friendliness 42/100

microsoft/graphrag#2239 · 3 comments · Opened Feb 20, 2026

A short digest of beginner-friendly GitHub issues.