llm-integration

The fragment does not show clear malicious intent or malware. It contains a high-impact unsafe-deserialization risk because pickle.load processes cache contents without trust or integrity validation, and a path traversal risk because session_id is used directly in a filename. Cache files should use a safe serialization format or authenticated data, and session IDs should be strictly validated or mapped to safe filenames.