AI Animation Video Generator

An advanced web application that generates educational and visualization videos using AI-powered code generation. Built with Streamlit, Groq API, and Manim animation library.

🌟 Features

• AI-Powered Animation Creation: Enter a prompt describing the animation you want to create
• Advanced Code Generation: Leverages Llama3.3 70B Versatile model via Groq API to generate Manim code
• Educational Visualizations: Perfect for creating educational content, algorithm visualizations, and technical explanations
• Customizable Settings: Control video quality, animation style, and LLM parameters
• User-Friendly Interface: Clean, intuitive UI built with Streamlit

🎬 How It Works

1. User Input: Describe the animation you want to create (e.g., "Show how a binary search algorithm works with 10 numbers")
2. AI Code Generation: The application sends your prompt to the Groq API with Llama3.3 70B to generate Manim code
3. Rendering: The generated code is executed to produce a high-quality MP4 animation
4. Download: Download the finished animation for use in presentations, education, or content

📋 Requirements

• Python 3.8+
• Groq API key
• Manim animation library and its dependencies
• FFmpeg for video rendering

🚀 Installation

1. Clone this repository:

   git clone https://github.com/yourusername/ai-animation-generator.git
   cd ai-animation-generator

2. Run the setup script to install all dependencies:

   python setup.py

3. Start the application:

   streamlit run main.py

🛠️ Manual Installation

If you prefer to install dependencies manually:

1. Install Python requirements:

   pip install -r requirements.txt

2. Install Manim dependencies (system-specific):

   • Ubuntu/Debian:

     sudo apt-get update
     sudo apt-get install -y ffmpeg libcairo2-dev pkg-config python3-dev libpango1.0-dev

   • macOS:

     brew install ffmpeg cairo pkg-config pango

   • Windows: Follow the Manim installation guide

🔑 API Key Setup

1. Create an account at Groq Console
2. Generate an API key
3. Enter your API key in the application's sidebar

🎨 Example Animations

Here are some example prompts you can try:

• Computer Networking:

  • "Create a scene where a browser on the left connects to a server in the middle, which then queries a database on the right. Show the data flow between these components with animated packets."

• Data Structures & Algorithms:

  • "Create an animation that demonstrates a binary search algorithm finding the number 42 in a sorted array of 15 numbers. Show each step with appropriate colors."
  • "Visualize a bubble sort algorithm with 10 random numbers."

• Physics & Science:

  • "Create an animation showing Earth's orbit around the Sun with proper physics and scales."
  • "Show how an electrical circuit works with a battery, resistor, and LED."

• Mathematics:

  • "Animate the transformation of a 2D coordinate system under different matrix operations."
  • "Visualize the Pythagorean theorem with animated squares on each side of a right triangle."

• Machine Learning:

  • "Create an educational animation showing forward propagation in a neural network with an input layer (3 neurons), one hidden layer (4 neurons), and an output layer (2 neurons)."

• Generation Parameters:

  • Temperature: Controls randomness in code generation

• Animation Settings:

  • Video Quality: low, medium, high
  • Animation Style: default, educational, technical, colorful

🤝 Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

📄 License

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