Email-Signature-Extraction-with-LLMs

Email Signature Extractor & Evaluator

This project is designed to evaluate the performance of different Large Language Models (LLMs) in extracting email signature information and structuring it into a JSON format.

Project Structure

• config.py: Contains the OpenAI API key.
• functions.py: Defines the functions used for prompt evaluation and result analysis.
• main.py: The main script that runs the evaluation.

Setup

1. Clone the repository:

   git clone https://github.com/your-repo/email_signature_extractor_evaluator.git
   cd email_signature_extractor_evaluator

2. Set up a Python virtual environment:

   python3 -m venv .venv
   source .venv/bin/activate

3. Install the required packages:

   pip install openai transformers

4. Set your OpenAI API key in config.py:

   # config.py
   OPENAI_API_KEY = "your_openai_api_key_here"

Usage

Run the main script to evaluate the prompt against the test cases:

python main.py


Contact

For any questions or issues, please contact [brandon14ogola@gmail.com].