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

Vishal Narayan | Sciencx (2025-09-02T11:47:51+00:00) ✨ Just shipped a fun project – PopChoice, an AI-powered movie recommendation system 🎥. Retrieved from https://www.scien.cx/2025/09/02/%e2%9c%a8-just-shipped-a-fun-project-popchoice-an-ai-powered-movie-recommendation-system-%f0%9f%8e%a5/
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