Script Generator

This is a Streamlit application that generates scripts based on user-provided topics using the Groq API and few-shot prompting. The application also evaluates the generated scripts using various metrics such as F1 score, precision, recall, true positives, and false positives.

Setup

Prerequisites

• Python 3.7 or higher
• Groq API key

Installation

1. Clone the repository or download the script.

2. Install the required packages:

   pip install -r requirements.txt

3. Set your Groq API key as an environment variable:

   export GROQ_API_KEY="your_actual_api_key_here"

Running the Application

1. Save your dataset as dataset.csv in the same directory as the script.

2. Run the Streamlit application:

   streamlit run script_generator.py

3. Open the provided URL in your browser to access the application.

Using the Application

1. Enter a topic in the input field.
2. Click the "Generate Script" button.
3. View the generated script and evaluation metrics.

Requirements

• streamlit
• pandas
• scikit-learn
• groq
• fpdf

Example

To generate a script for the topic "content creation":

1. Enter "content creation" in the input field.
2. Click "Generate Script".
3. View the generated script and evaluation metrics.

License

This project is licensed under the MIT License.