Excellent guide! Running this locally with Ollama is smart — saves API costs and keeps data private. If you want to scale this further, consider adding a vector index alongside Neo4j for hybrid search: graph traversal for relationships + vector similarity for semantic queries. LangChain has a nice Neo4jVector integration that makes this surprisingly easy to set up.