Automated Hugging Face Paper Summaries & Categorization
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Streamline your research by automatically fetching, summarizing, and categorizing new papers from Hugging Face. This workflow leverages AI to extract key insights and deliver them to your preferred channels.
About This Workflow
This workflow automates the process of staying updated with the latest advancements in AI and machine learning from Hugging Face. It begins by periodically checking for new papers, then extracts essential details like abstracts. Leveraging OpenAI, it generates concise summaries and categorizations for each paper. The results are then stored in Notion for organized record-keeping and dispatched to Slack for immediate team awareness. This ensures you and your team are always informed about relevant research without manual effort.
Key Features
- Automated Paper Discovery: Regularly scans Hugging Face for new research publications.
- AI-Powered Summarization: Utilizes OpenAI to generate concise abstracts and key takeaways.
- Intelligent Categorization: Organizes papers based on their content for easier filtering.
- Seamless Integration: Stores findings in Notion and sends notifications to Slack.
How To Use
- Schedule Trigger: Configure the
Schedule Triggernode to define how often the workflow should run (e.g., daily, weekly). - Request Hugging Face Paper: Set up the
Request Hugging Face Papernode to fetch initial paper listings from Hugging Face. - Extract Hugging Face Paper: Configure the
Extract Hugging Face Papernode to parse the fetched data and extract relevant paper URLs. - Split Out: Use the
Split Outnode to process each paper individually. - Loop Over Items: The
Loop Over Itemsnode iterates through each extracted paper URL. - Check Paper URL Existed: Integrate with Notion using the
Check Paper URL Existednode to avoid processing duplicate papers. - If: The
Ifnode conditionally proceeds based on whether the paper has already been processed. - Request Hugging Face Paper Detail: If the paper is new, this node fetches detailed information including the abstract.
- Extract Hugging Face Paper Abstract: Configure the
Extract Hugging Face Paper Abstractnode to pull the abstract text from the detailed paper information. - OpenAI Analysis Abstract: Connect to OpenAI via the
OpenAI Analysis Abstractnode to generate summaries and categories for the paper abstract. - Store Abstract Notion: Use the
Store Abstract Notionnode to save the analyzed summary and category into your Notion database. - Send Analysis Result Slack: Configure the
Send Analysis Result Slacknode to post the summary and category to your designated Slack channel for immediate notification.
Apps Used
Workflow JSON
{
"id": "a722c440-6739-4f88-97b7-c11f694485ee",
"name": "Automated Hugging Face Paper Summaries & Categorization",
"nodes": 11,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: a722c440-6739...
About the Author
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