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CineSearch: Movies, Curated

CineSearch is a content-based movie recommendation web application built using Flask, Scikit-Learn, TF-IDF Vectorization, Cosine Similarity, and the OMDb API.Implemented CI/CD pipeline using GitHub Actions and automated deployment using Render. Managed large model artifacts using Git LFS and secured API keys using environment variables.

Users can search for a movie and get similar movie recommendations with posters.

Python

Flask

Render

GitHub Actions

Features

  • Search for any movie
  • Get similar movie recommendations
  • Movie posters using OMDb API
  • Netflix-style dark UI
  • Flask backend API
  • Content-based recommendation system
  • Deployed using Render

Tech Stack

  • Python
  • Flask
  • Pandas
  • NumPy
  • Scikit-Learn
  • TF-IDF Vectorizer
  • Cosine Similarity
  • OMDb API
  • HTML
  • CSS
  • JavaScript

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A Content Based Movie Recommender System

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