Technical Implementation of Structured Intelligent Writing
The system innovatively parallelizes the search process with the writing process and includes a complete report generation workflow:
- framework construction:: Automatic generation of report outlines (e.g., "background-methodology-conclusion" structure) based on the type of assignment
- incremental writing: Realizing the Search-Analyze-Write cycle in real time through the Qwen-32B-Instruct model
- Quality Audit: Built-in consistency checking module that identifies logical inconsistencies and missing data
Tests have shown that it takes an average of 8 minutes to generate a 3,000-word technical report, with a content accuracy of 92% (manual evaluation). The system supports Markdown, LaTeX and other professional format output, which can be directly applied to academic paper writing. Typical cases include automatically organizing 107 top conference papers in the field of quantum computing within half a year and generating analysis reports with cross-study comparisons.
This answer comes from the articleWebThinker: An Intelligent Reasoning Tool that Supports Autonomous Web Search and Report WritingThe
May not be reproduced without permission:AI productivity tools " WebThinker's Report Generation System Automates Knowledge Integration of Research Efforts
