import os import dotenv import neo4j dotenv.load_dotenv() def get_neo4j_driver() -> neo4j.Driver: uri = os.getenv("NEO4J_URI", "neo4j://localhost:7687") client_id = os.getenv("NEO4J_CLIENT_ID") client_secret = os.getenv("NEO4J_CLIENT_SECRET") if client_id and client_secret: try: d = neo4j.GraphDatabase.driver(uri, auth=(client_id, client_secret)) d.verify_connectivity() return d except Exception: pass username = os.getenv("NEO4J_USERNAME", "neo4j") password = os.getenv("NEO4J_PASSWORD", "password") d = neo4j.GraphDatabase.driver(uri, auth=(username, password)) d.verify_connectivity() return d if __name__ == "__main__": print("Connecting to Neo4j to reset the database...") driver = get_neo4j_driver() with driver.session() as session: # DETACH DELETE n deletes all nodes and their relationships result = session.run("MATCH (n) DETACH DELETE n") print("Database successfully reset. All nodes and relationships deleted.") driver.close()