Noesis

The application generally uses good security practices for database interaction (parameterized queries) and secret management (environment variables for DB, MinIO, JWT secret, TinyURL API key). However, a critical security risk for production environments is the `allow_origins=['*']` configuration in `main.py`, which enables Cross-Origin Resource Sharing from any origin. This should be restricted to known frontend origins in a production deployment. Additionally, while the LLM agent's output is filtered for sensitive context, sophisticated prompt injection could still potentially manipulate tool arguments or lead to unintended data operations if not robustly mitigated by the agent framework.