pipinstallopenai-agents[encrypt]

importasynciofromagentsimportAgent,Runnerfromagents.extensions.memoryimportEncryptedSession,SQLAlchemySessionasyncdefmain():agent=Agent("Assistant")# Create underlying sessionunderlying_session=SQLAlchemySession.from_url("user-123",url="sqlite+aiosqlite:///:memory:",create_tables=True)# Wrap with encryptionsession=EncryptedSession(session_id="user-123",underlying_session=underlying_session,encryption_key="your-secret-key-here",ttl=600# 10 minutes)result=awaitRunner.run(agent,"Hello",session=session)print(result.final_output)if__name__=="__main__":asyncio.run(main())

fromagents.extensions.memoryimportEncryptedSession# Using a Fernet key (base64-encoded)session=EncryptedSession(session_id="user-123",underlying_session=underlying_session,encryption_key="your-fernet-key-here",ttl=600)# Using a raw string (will be derived to a key)session=EncryptedSession(session_id="user-123",underlying_session=underlying_session,encryption_key="my-secret-password",ttl=600)

# Items expire after 1 hoursession=EncryptedSession(session_id="user-123",underlying_session=underlying_session,encryption_key="secret",ttl=3600# 1 hour in seconds)# Items expire after 1 daysession=EncryptedSession(session_id="user-123",underlying_session=underlying_session,encryption_key="secret",ttl=86400# 24 hours in seconds)

fromagentsimportSQLiteSessionfromagents.extensions.memoryimportEncryptedSession# Create encrypted SQLite sessionunderlying=SQLiteSession("user-123","conversations.db")session=EncryptedSession(session_id="user-123",underlying_session=underlying,encryption_key="secret-key")

fromagents.extensions.memoryimportEncryptedSession,SQLAlchemySession# Create encrypted SQLAlchemy sessionunderlying=SQLAlchemySession.from_url("user-123",url="postgresql+asyncpg://user:pass@localhost/db",create_tables=True)session=EncryptedSession(session_id="user-123",underlying_session=underlying,encryption_key="secret-key")

고급 세션 기능

EncryptedSession을AdvancedSQLiteSession 같은 고급 세션 구현과 함께 사용할 때는 다음을 유의하세요:

• 메시지 내용이 암호화되므로find_turns_by_content() 같은 메서드는 효과적으로 동작하지 않습니다
• 내용 기반 검색은 암호화된 데이터에서 수행되어 효율이 제한됩니다

# Items older than TTL are silently ignoreditems=awaitsession.get_items()# Only returns non-expired items# Expired items don't affect session behaviorresult=awaitRunner.run(agent,"Continue conversation",session=session)