BlessedRemzy/nostalgia_persuasive_system_backend

Nostalgic Recommendation API

FastAPI backend for movie and song recommendations using machine learning.

Features

• —Movie Recommendations using LightFM collaborative filtering
• —Song Recommendations using content-based filtering with vector similarity
• —Stress and Emotion Detection
• —Contextual Bandit for personalized recommendations

Endpoints

• —GET /health - Health check and model status
• —GET /docs - Interactive API documentation
• —POST /movies/recommend - Get movie recommendations
• —POST /songs/recommend - Get song recommendations