The Automated Research Pipeline

1. Scheduled Fetching: Every weekday at 8 AM, the workflow automatically retrieves the latest papers from Hugging Face

2. Duplication Check: The system verifies each paper isn't already in your database, preventing redundancy

3. AI-Powered Analysis: OpenAI analyzes the content, extracting key insights and categorizing the paper

4. Storage & Distribution: Results are stored in Notion and immediately shared via Slack

This entire process happens automatically without any manual intervention, delivering properly formatted, categorized research directly to your team.