import json

def log_interaction(
    user_id: str,
    prompt: str,
    raw_response: str,
    safety_analysis: Dict[str, Any],
    final_response: str,
    timestamp: str
):
    log_entry = {
        "user_id": user_id,
        "timestamp": timestamp,
        "prompt": prompt,
        "raw_response": raw_response,
        "safety_analysis": safety_analysis,
        "final_response": final_response,
        "decision": "accepted" if not safety_analysis.get("is_harmful") else "rejected"
    }
    with open("llm_interactions.log", "a") as f:
        f.write(json.dumps(log_entry) + "\n")