The introduction of a validated partner solution between Databricks and Neo4j enables enterprises to combine structured and unstructured data, discover hidden patterns across billions of data connections, and enhance contextual understanding within their data. This integration allows developers to ingest data from Databricks into Neo4j for analysis in a graph structure, uncovering hidden patterns and generating deeper insights through pre-built graph algorithms and the Cypher query language. The solution also unlocks the potential of GenAI with knowledge graphs and retrieval-augmented generation (RAG), improving LLM accuracy, relevance, and transparency, and accelerating GenAI app development by seamlessly incorporating GraphRAG capabilities into projects.