Execute read-only Cypher queries on Neo4j databases to retrieve data for GraphRAG applications, supporting semantic search and complex graph traversals.
Enables LLMs to run complex graph algorithms on Neo4j databases, answering graph-related questions by selecting and executing appropriate parameterised graph algorithms.
Enables LLMs to interact with Neo4j graph databases using natural language to execute Cypher queries and introspect database schemas. It supports both read and write operations for local, Docker, and cloud-based instances like Neo4j Aura.
Execute read-only Cypher queries on Neo4j to retrieve graph data for GraphRAG applications. Fetch nodes, relationships, and properties without altering the database.
Query the Reactome Neo4j graph database with read-only Cypher statements to analyze biological pathways, while safeguards prevent writes and cap result sizes.
Determine the operational status of the Graphiti temporal knowledge-graph backend. Reports connectivity details like provider, Neo4j URI, and group_id, with a recovery command if unavailable.
Discover code by meaning using combined vector and graph search. Find features like 'user authentication' without exact keywords, returning relevant files and dependencies.
Execute custom Cypher queries to analyze Active Directory attack paths and security data from BloodHound's Neo4j database, returning structured graph results.