README.md

metadata

title: Movie Recommender
emoji: 🎬
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 4.16.0
app_file: app.py
pinned: false

Movie Recommender

A simple web app to recommend movies based on your text description, using embeddings and cosine similarity.

How it works

• The app uses SentenceTransformers to encode your text and the movie descriptions into embeddings.
• Then it calculates the cosine similarity between your input and all movies in the dataset.
• It shows the top 5 most similar movies.

How to run

1. Install dependencies:

pip install -r requirements.txt

2. Run the app:

python app.py

Or just run it here on Spaces!