Dynamic Depth Regulation Technology Program
Deep Research enables configurable control of research depth through a triple mechanism:
- Parameterized configuration: Modifying DEPTH_LEVEL (level 1-5) and BREADTH_FACTOR (0.1-1.0) in config.json has a direct impact:
- Search iteration rounds (default 3)
- Expansion factor for each node
- granularity of information extraction
- semantic depth detection: The system will analyze the extracted content in real time:
- Terminology Density
- Number of data references
- Argumentation chain integrity
Automatic termination of shallow cycles
- artificial intervention point: The research process can be:
- Force deeper into the current path by typing "!deeper" via CLI
- Use "!focus [keyword]" to target your research
- Type "!summarize" to generate the phase report in advance.
Typical application scenario: set the medical field research to DEPTH_LEVEL=4+BREADTH_FACTOR=0.3 to obtain high-precision analysis of professional papers.
This answer comes from the articleDeep Research: an AI-based deep research assistant that provides efficient research tools and report generation capabilitiesThe
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