"""Helper script to find user IDs""" import sys sys.path.insert(0, '.') from services.chroma_service import chroma_service print("Finding users in ChromaDB...") users = chroma_service.users_collection.get() if not users['ids']: print("No users found!") else: print(f"Found {len(users['ids'])} users:") for i in range(len(users['ids'])): user_id = users['ids'][i] username = users['metadatas'][i].get('username', 'N/A') role = users['metadatas'][i].get('role', 'N/A') print(f" - User ID: {user_id}") print(f" Username: {username}") print(f" Role: {role}") print()