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This project leverages the power of Artificial Intelligence (AI) and Machine Learning (ML) to provide personalized movie recommendations based on user preferences and genres. The system is built using a modern tech stack, including Next.js for the frontend, Flask for the backend database, and FastAPI for serving ML models created with PyTorch.\n\n## Features\n- Genre-Based Recommendations: Get movie suggestions tailored to your favorite genres.\n\n- User-Friendly Interface: A clean and intuitive frontend built with Next.js.\n\n- Scalable Backend: Flask handles database operations, ensuring efficient data management.\n\n- AI/ML Integration: FastAPI serves PyTorch-based models for accurate and dynamic recommendations.\n\n## Tech Stack\n- Frontend: Next.js (React-based framework)\n\n- Backend: Flask (Python web framework)\n\n- ML Model Serving: FastAPI (Python API framework)\n\n- Machine Learning: PyTorch (for building and training models)\n\n- Database: PostgreSQL\n\n## How It Works\n- User Interaction: Users interact with the frontend, selecting their preferred genres or providing feedback on movies.\n\n- Backend Processing: Flask handles user requests, retrieves data from the database, and communicates with the FastAPI service.\n\n- AI/ML Model: FastAPI serves the PyTorch-based recommendation model, which processes user input and generates personalized movie suggestions.\n\n- Recommendation Delivery: The system displays the recommended movies on the frontend, providing a seamless user experience.\n\n![Ekran görüntüsü 2025-01-05 223033](https://github.com/user-attachments/assets/ccc39f09-75b8-49f8-90a3-43a66521ea71)\n\n\n![Ekran görüntüsü 2025-01-05 223047](https://github.com/user-attachments/assets/3d0e27a1-0595-4452-91af-b9a5efdd2b54)\n\n\n![Ekran görüntüsü 2025-01-05 223102](https://github.com/user-attachments/assets/2217fe00-dcfa-4e0f-97c6-0a5eacf05783)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fberkayguzel06%2Fmodelbasedmovierecommendationsystem","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fberkayguzel06%2Fmodelbasedmovierecommendationsystem","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fberkayguzel06%2Fmodelbasedmovierecommendationsystem/lists"}