GraphRAG

Summary

A GraphRAG pipeline that reads table and column schemas from Databricks SQL and builds a knowledge graph of tables, columns, and their relationships in Neo4j, giving LLMs richer context for answering questions about the data.

Highlights

• Extracts schemas from Databricks SQL tables
• Builds a Neo4j knowledge graph of tables, columns, and relationships
• Graph context for retrieval-augmented LLM question answering