Scenario-based solutions for academic research
Special configuration recommendations for academic research:
- Academic Source Prioritization Strategy::
- Set SEARCH_ENGINE=GoogleScholar in .env
- Add ACADEMIC_PROXY to configure access to the organization database
- Predefined domain qualification: *.edu + *.ac.+ + arxiv.org
- Literature Analysis Enhancement::
- Enable CITATION_ANALYSIS=true to parse referenced networks
- Use the -methodology parameter to identify research paradigms
- Automatic extraction of research gap spotting
- Formatted output::
- Select -format=APA to automatically generate references
- Enable -litreview to generate time line graphs
- Key findings are automatically associated with DOI numbers
Typical workflow: Enter "Machine Learning in Diabetes Prediction in the Last 5 Years" and the system will output: a timeline of the research evolution, a comparison table of methods, and suggestions for future directions.
This answer comes from the articleDeep Research: an AI-based deep research assistant that provides efficient research tools and report generation capabilitiesThe
May not be reproduced without permission:AI productivity tools " How can Deep Research be applied in an academic literature review scenario?
English 
简体中文 
日本語 
Deutsch 
Português do Brasil