Email Subject Line Analyzer

A simple AI-powered email subject line analyzer using Pydantic-AI with agent structure. This tool analyzes email subject lines considering sender context and provides structured insights about priority, sentiment, and required actions.

Features

• Context-aware email subject analysis
• Structured response with priority levels
• Sentiment analysis
• Action requirement detection
• Keyword extraction

Installation

pip install -r requirements.txt

Example Usage

email = EmailContext(
    sender_email="sample@gmail.com",
    sender_name="John Doe",
    department="software"
)
        
result = agent3.run_sync(
    user_prompt="Code Review Needed for project #1234 ASAP",
    deps=email
)

print(result.data.model_dump_json(indent=2))

Credits

This project is inspired by Pydantic-AI-Tutorial example by Dave Ebbelaar. Special thanks for the concepts and implementation ideas.