This content originally appeared on DEV Community and was authored by Vishal Narayan
I just finished building a project called PopChoice 
– it’s an AI-powered movie recommendation app that suggests films based on your preferences.
Tech highlights:
Nomic embeddings + Supabase vector DB for semantic search
LLM-driven recommendations via Groq
Enriched with OMDb API posters & metadata
Frontend: React + Vite with a modern glassmorphic UI
Try it live: pppppop-choice-app.netlify.app
Code: GitHub Repo
Would love your feedback on:
UX / UI polish
Recommendation quality
Features you think would make it better
Thanks in advance!
This content originally appeared on DEV Community and was authored by Vishal Narayan