Intelligent Email Assistant
Course: Beginner AI
Description
An email management tool that uses AI to categorise, prioritise, and suggest responses for incoming messages. The app will analyse email content to determine urgency levels, categorisation, suggest appropriate response templates, and draft personalised replies. The project tries to re-create some of the ‘smart’ features found in Gmail and Apple Mail.
What You'll Learn
Text classification systems: Training AI to categorise text-based content using contextual understanding and custom criteria.
Sentiment analysis: Detect tone and emotional context in text to understand urgency of message.
Chain-of-thought prompting: Breaking down email analysis into logical steps (read → categorise → prioritise → suggest response) for more reliable reasoning.
Few-shot learning: Teaching AI email patterns by providing examples of different message types and appropriate responses.