Shandu

Shandu Deep Research System is an innovative AI-driven platform designed to conduct thorough and iterative research on any topic. By leveraging multiple search engines and advanced large language models (LLMs), Shandu generates in-depth, long-form reports that exceed 7000 words in length, making it an invaluable tool for researchers, students, and professionals alike.

Key Features

• Iterative Research: The system explores topics recursively using distinct search engines, allowing for a thorough exploration of subjects while maintaining thematic organization.
• Ethical Web Scraping: Shandu adheres to ethical scraping practices, respecting robots.txt rules and implementing caching strategies to minimize server load and impact.
• Comprehensive Reports: Produces detailed markdown reports that offer structured insights and actionable findings on the researched topics.
• Configurable Parameters: Users can easily fine-tune parameters such as research depth and breadth to tailor the research process to their specific needs.
• Source Evaluation: The system automatically evaluates the reliability and credibility of information sources, enhancing the quality of the research output.
• Parallel Processing: Optimized for concurrent operations, Shandu works efficiently to deliver results swiftly.
• Lightweight Search: Includes an aisearch command for quick AI-powered searches, accommodating various models regardless of their pretraining.

How It Works

Shandu operates through a structured process that enhances the research experience:

1. User Input: Accepts a user query along with depth and breadth parameters for customization.
2. Deep Research Process: Formulates multiple SERP queries based on user goals and processes the results to extract key insights.
3. Recursive Exploration: If further depth is required, the system takes new research directions, ensuring a continuous learning loop.
4. Report Generation: Compiles findings into a clear, comprehensive markdown report, complete with all sources and references.

Example Usage

The following code snippets illustrate how to use Shandu's commands for performing research and querying information:

shandu research "Your research query" --depth 2 --breadth 4 --output report.md

This command configures the research depth and breadth and directs the output to a markdown file.

For a quick AI-powered search:

shandu aisearch "What is the significance of renewable energy?" --detailed

Such commands empower users to engage in research effectively, ensuring accurate and beneficial results.

Overall, Shandu represents a robust alternative for those seeking to conduct deep and comprehensive research efficiently, combining AI technology with user-friendly functionalities.