Steps to achieve automated academic processing
Automate thesis processing with document processing + web browsing modules:
- Mandate definition: Create JSON input file to specify arXiv search keywords
{"task": "find latest papers about LLM on arXiv"}
- Intelligent Planning: The system automatically breaks down into four steps: web search → PDF download → text extraction → abstract generation
- Result Output: Final Markdown report with paper title, author, abstract and download link is generated
Advanced Tip: In thesimple_test.jsonl
Add"output_format": "ppt"
PPT presentations can be generated directly. The solution achieved a task completion rate of 85% in GAIA testing.
This answer comes from the articleCognitive Kernel-Pro: a framework for building open source deep research intelligencesThe