The innovation of OpenDeepResearcher is the use of an intelligent iterative research cycle mechanism. The system works as follows:
- First generate the initial search query and optimize it with a large language model
- Performs parallel search and content extraction
- Analyze the extraction results before generating a new optimized query
This loop continues until the system determines that enough information has been acquired or a preset number of iterations (default is 10) is reached. The key technological breakthrough is:
- Asynchronous processing architecture enables simultaneous search, extraction and analysis
- LLM-Driven Intelligent Decision Making System Evaluates Page Value
- Duplicate filtering mechanism to avoid wasting resources
This mechanism ensures that the comprehensiveness and accuracy of the findings far exceeds that of traditional manual searches.
This answer comes from the articleOpenDeepResearcher: automated in-depth research tool to write complete research reportsThe
May not be reproduced without permission:AI productivity tools " The iterative research cycle is the core technical mechanism of OpenDeepResearcher to ensure the comprehensiveness of information collection
