Found404

Movie & TV Show Recommendation System

Welcome to the Movie & TV Show Recommendation System! This project leverages machine learning and web technologies to provide personalized recommendations based on user input. Whether you're looking for a thrilling movie or a binge-worthy TV show, this application has got you covered!

Features

• Personalized Recommendations: Get tailored movie and TV show suggestions based on your input.
• Dynamic Image Carousel: View recommended titles with corresponding images in an interactive carousel format.
• User-Friendly Interface: Simple and intuitive design for seamless navigation.

Tech Stack

• Frontend: HTML, CSS, JavaScript
• Backend: Flask (Python)
• Machine Learning: Scikit-learn, Pandas, NumPy
• APIs: SerpAPI for fetching images and recommendations

Prerequisites

Before you begin, ensure you have the following installed:

• Python 3.x
• pip (Python package installer)

Installation

1. Clone the Repository

git clone https://github.com/HarishDvs/Found404.git
cd Found404

2. Install Dependencies

Create a virtual environment:

python -m venv venv
source venv/bin/activate  # On Windows use `venv\Scripts\activate`

Install the required packages:

pip install -r requirements.txt

3. Set Up API Key

• Sign up for SerpAPI and obtain your API key.
• Create a file named api_key.py in the root directory and add the following line:

API_KEY = 'your_api_key_here'

4. Run the Application

python app.py

Usage

1. Enter a movie or TV show title in the input field.
2. Click the submit button to receive personalized recommendations.
3. Enjoy browsing through the dynamic carousel of recommendations!

Contributing

Contributions are welcome! If you have suggestions for improvements or new features, feel free to open an issue or submit a pull request.

License

This project is licensed under the MIT License – see the LICENSE file for details.

Acknowledgments

Thanks to the developers of Flask, Scikit-learn, and SerpAPI for their amazing tools and resources!

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