""" Auto-updating casebase for TRuCAL's ethical case management. Handles thread-safe addition of new cases to the YAML casebase. """ import yaml import threading from pathlib import Path from typing import Optional, List, Dict, Any class CasebaseUpdater: """ Thread-safe casebase management for TRuCAL's ethical case storage. Args: yaml_path: Path to the YAML file storing the cases """ def __init__(self, yaml_path: str): self.yaml_path = Path(yaml_path) self.yaml_path.parent.mkdir(parents=True, exist_ok=True) self.lock = threading.Lock() self._ensure_casebase_exists() def _ensure_casebase_exists(self) -> None: """Ensure the YAML file exists with an empty list if it doesn't exist.""" if not self.yaml_path.exists(): with self.lock: with open(self.yaml_path, 'w') as f: yaml.safe_dump([], f) def add_case( self, question: str, answer: str, keywords: Optional[List[str]] = None, metadata: Optional[Dict[str, Any]] = None ) -> bool: """ Add a new case to the casebase in a thread-safe manner. Args: question: The user's question or prompt answer: The system's response keywords: List of keywords for matching metadata: Additional metadata for the case Returns: bool: True if case was added successfully """ new_case = { "question": question, "response": answer, "keywords": keywords or [], "metadata": metadata or {} } with self.lock: try: # Read existing cases with open(self.yaml_path, 'r') as f: cases = yaml.safe_load(f) or [] # Add new case cases.append(new_case) # Write back to file with open(self.yaml_path, 'w') as f: yaml.safe_dump(cases, f, default_flow_style=False) return True except Exception as e: print(f"Error adding case to casebase: {e}") return False def get_cases(self) -> List[Dict[str, Any]]: """ Retrieve all cases from the casebase. Returns: List of case dictionaries """ with self.lock: try: with open(self.yaml_path, 'r') as f: return yaml.safe_load(f) or [] except Exception as e: print(f"Error reading casebase: {e}") return [] # Singleton instance for easy import casebase_updater = CasebaseUpdater('data/trm_cases.yaml')