OpenDeepResearcher Overview
OpenDeepResearcher is an open source automated deep research tool created by developer mshumer and hosted on GitHub. The project utilizes artificial intelligence techniques to improve research efficiency, and is particularly suitable for researchers and academics who need to process large amounts of information.
core functionality
- Iterative Research Cycle: The system ensures comprehensive information collection through multiple optimized search queries
- asynchronous processing: Simultaneous search, page extraction, evaluation, etc. to increase speed
- duplicate filter: Automatic de-duplication of links to avoid processing duplicate content
- LLM driven decision making: Generate search queries, evaluate page usefulness, and generate final reports using large language models
- Gradio Interface: Provide user-friendly operation interface
Technical Components
The project integrates SERPAPI (for Google search), Jina (for content extraction) and OpenRouter (to provide LLM services) to form a complete research solution.
This answer comes from the articleOpenDeepResearcher: automated in-depth research tool to write complete research reportsThe
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