- Researchers & Scholars: Conduct thorough investigations on complex topics.
- Students: Gather detailed insights and references for academic projects.
- Content Creators: Develop in-depth articles and reports on niche subjects.
- Data Analysts: Extract and process web content for deep analysis.
- Developers: Customize and extend the system for specific research workflows.
How to Use Deep Research?
- Clone the Repository: Download the code from GitHub and set up locally.
- Configure Environment: Add API keys for Firecrawl and OpenAI, and customize settings.
- Start the System: Run the main script and input your research query, along with breadth and depth parameters.
- Review the Report: The system will generate a markdown file summarizing all findings and sources.
- Iterative Deep Exploration: Continuously refines research with multiple cycles.
- Combines Search & Scraping: Uses both SERPs and web scraping for comprehensive results.
- Configurable Depth & Breadth: Easily control the scope of research.
- Generates Human-Readable Reports: Outputs organized markdown summaries.
- Lightweight & Understandable: Designed to be simple, under 500 lines of code for easy customization.
- In-depth, iterative research capabilities save time and effort.
- Combines search engine data with web scraping for thorough results.
- Simple, lightweight codebase promoting easy understanding and modification.
- Generates detailed markdown reports with clear references.
- Requires setup with multiple API keys and environment variables.
- May produce limited results with free or rate-limited APIs.
- No GUI interface; operates via command line, requiring technical skills.
- Requires manual review of generated reports for accuracy and completeness.
Custom
Pricing information is not directly provided.
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Editorial Note
This page was researched and written by the ATB Editorial Team. Our team researches each AI tool by reviewing its official website, testing features, exploring real use cases, and considering user feedback. Every page is fact-checked and regularly updated to ensure the information stays accurate, neutral, and useful for our readers.
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