- Upgrade qdrant-client usage to query_points (replacing deprecated search) - Relax qdrant-client version constraint in requirements.txt (>=1.7.0) - Config: Allow extra environment variables in Settings (for local dev) - test_roles_rag.py: Fix import path for local execution