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Deployed

https://recommend-me-a-movie.streamlit.app/

Google Colab Link

https://colab.research.google.com/drive/19kRq5VN68_QGLfTLJaRlLAW6AA5hOoRF#scrollTo=IiqfVnV8PyGm

Potential Improvements for future:

  1. More movies' information can be added to data set => Allow users to decribe a movie of their choice
  2. Give unequal weightage to keywords from different columns. Example: Though keywords in movie description and crew both are important, if we ask a user based on what he wants recomendations, we can give more weightage to words from either columns.

To Run

streamlit run app.py

Note

Due to large size of similarity.pkl, git lfs is used to push it.