GraphRAG playground

Get started

1. 환경설정

mv .env.sample .env

2. 패키지설치

pip install -r requirement

3. GraphRAG프로젝트 생성

   • 초기화

   graphrag init --root ./ragtest

4. settings.yaml 설정

   • Azure용 설정파일 복사

     cp .env ./ragtest
     cp settings.yaml ./ragtest

   • 클레임 추출 enable 확인

         claim_extraction:
             enabled: false

5. 인덱싱 데이터 준비 및 인덱싱

   mkdir -p ragtest/input && cp data/wing.txt ragtest/input
   
   graphrag index --root ./ragtest

6. Knowledge 그래프 시각화

   노트북 - graphrag-visualization

7. Query 실행

   노트북 - graphrag_index_query

   • Local Query
   • Global Query
   • DRIFT Query

Neo4j Cypher쿼리 생성 예제

graphrag_neo4j

## Reference

* GraphRAG PodCast Demo: https://unified-copilot.azurewebsites.net/
* Graph Builder: 
https://neo4j.com/developer-blog/graphrag-llm-knowledge-graph-builder/
https://llm-graph-builder.neo4jlabs.com/
https://neo4j.com/blog/graphrag-manifesto/

* GraphRAG Accelerator