Description

User queries are not logged for audit and improvement. No record of what users search for, preventing analysis of usage patterns and system improvement. No audit trail for compliance.

Steps to Reproduce

1. User performs RAG query
2. System retrieves results
3. No logging of query happens
4. No audit trail maintained
5. Cannot analyze usage patterns

Environment Information

• Logging: Minimal or absent
• Audit trail: None
• Query history: Not stored
• Compliance: Risk

Expected Behavior

• All queries logged with timestamp and user ID
• Query parameters stored (searchable)
• Results quality metrics logged
• Audit trail for compliance
• User consent for logging

Actual Behavior

• No query logging
• No audit trail
• No usage analytics
• Compliance gap

Code Reference

• File: src/api/query_handler.py
• Method: handleQuery() - missing logging
• Missing: Query logging mechanism
• Missing: Audit trail storage

Additional Context

This is a Level 2 compliance and analytics issue. Fix requires:

• Implementing query logging
• Storing query parameters and results
• User consent mechanism
• Audit log retention policy

Suggested Labels

compliance, audit, logging, analytics, user-consent