llm-knowledge-graph

Setup

Neo4j

Neo4j web browser: http://localhost:7474/browser

• username: neo4j
• password: password

GCP

gcloud config set project ${GCP_PROJECT_ID}

gcloud auth application-default login

参考

• llm-graph-builder (github)
• tomasonjo/blogs (github)
  • https://github.com/tomasonjo/blogs/blob/master/llm/ms_graphrag.ipynb
  • https://github.com/tomasonjo/blogs/blob/master/llm/enhancing_rag_with_graph.ipynb
• RAGアプリケーションの精度をナレッジグラフで高める | by Tomaz Bratanic | Neo4j 開発社ブログ | Mar, 2024 | Medium
• Neo4j-docker-starter (github)
• How to construct knowledge graphs (langchain docs)