metadata

title: Intelliflix
emoji: 🎬
colorFrom: red
colorTo: blue
sdk: streamlit
sdk_version: 1.45.0
app_file: app.py
tags:
  - streamlit
pinned: true
license: agpl-3.0
short_description: A semantic movie recommendation system.

🎬 Intelliflix – Semantic Movie Recommender

Intelliflix is a semantic movie recommendation system powered by TMDb metadata and sentence-transformer embeddings.

💡 Simply enter a movie name or plot description, and Intelliflix will return semantically similar movies — not just based on genre, but meaning.

🔍 How It Works

Uses TMDb metadata (title, overview, genres)
Generates sentence embeddings using all-MiniLM-L6-v2
Runs semantic search via FAISS over precomputed vectors
Recommends movies with similar plot meanings

📁 Dataset

This Space uses the Intelliflix Store Dataset, which includes:

Movie metadata (data/)
Sentence embeddings (embeddings/)
FAISS vector indexes (indexes/)

🚀 Run Locally

  git clone https://huggingface.co/spaces/uiuxarghya/intelliflix
  cd intelliflix
  pip install -r requirements.txt
  streamlit run app.py

🛡 License

This project is licensed under the AGPL-3.0.

📫 Author

Built by Arghya Ghosh · GitHub