🎬 CineSense — AI Powered Movie Recommendation System

CineSense is an intelligent content-based movie recommendation engine built using
TF-IDF, Cosine Similarity, and a beautifully designed Streamlit UI.

It provides personalized movie suggestions based on:

• A movie you like
• A list of favourite movies
• Selected genres

CineSense searches across 10,000+ movies and helps users discover films that match their taste instantly.

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🚀 Features

🎯 1. Similar Movie Recommendations

Get movies similar to any selected title using AI-powered content similarity.

❤️ 2. Favourites-Based Recommendations

Pick a few favorite movies and let CineSense learn your taste profile.

🎭 3. Genre Filtering

Explore movies by selecting one or more genres.

🤖 4. AI Engine

Uses:

• TF-IDF Vectorizer
• Cosine Similarity
• Nearest Neighbors Model

for highly accurate content matching.

🖥️ 5. Modern UI with Navigation

• Separate Home and Recommendations pages
• Sidebar controls
• Glassmorphism cards
• Gradient UI theme
• Responsive layout

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📂 Project Structure

CineSense/ │ ├── app.py # Streamlit front-end application ├── recommender.py # AI recommendation engine ├── movies.csv # Dataset (10,000+ movies) ├── requirements.txt # Python dependencies └── README.md # Project documentation

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🛠️ Tech Stack

Frontend / UI

• Streamlit
• HTML & CSS (custom styling)

Backend / ML

• Python
• Pandas / NumPy
• Scikit-learn (TF-IDF, NearestNeighbors)

Data

• TMDB-like movie dataset (CSV)

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🔧 Installation & Setup

1️⃣ Clone the repository

git clone https://github.com/VPriya100code/CineSense.git
cd cinesense


AUTHOR
V Priyadharshini 
💼 CSE Student | AI & Full-Stack Enthusiast