MovieMate - Movie Recommender System

MovieMate is a personalized movie recommendation system, leverages advanced machine learning algorithms to suggest movies based on user preferences and the similarity between movies.

Features

• Personalized Recommendations: Get tailored movie suggestions based on your selected movie.
• User-Friendly Interface: Simple and intuitive design for seamless navigation.
• Responsive Design: Optimized for desktops, tablets, and mobile devices.
• Search Bar Dropdown Menu: Easily select a movie from a comprehensive list in the search bar dropdown.
• Recommend Button: Click the "Recommend" button to generate movie recommendations.
• Machine Learning Model: Generates the top 5 recommended movies using advanced machine learning techniques.

Getting Started

Follow these steps to set up and use MovieMate on your local machine:

1. Clone the repository to your local machine.
2. Install the required dependencies using pip install -r requirements.txt.
3. Run the application using streamlit run app.py.
4. Enter the name of the movie you want to compare.
5. Click the "Recommend" button to get personalized movie recommendations.

Acknowledgements

• The Movie Database (TMDb): For providing the movie dataset.
• Streamlit: For enabling rapid development of interactive web applications.