update

feat: implement recommendation API endpoints with personalized and general modes

feat: implement recommendation API routes with fallback to general content

feat: add recommendation API routes for personalized user suggestions

b

update file recmmendation_routes.py

update recommendation

update API

feat: enforce strict 7-category system and scaffold recommendations API endpoint

fix conflict

v1.5