Spotlight on DeepResearch

Overview

DeepResearch is a tool that keeps searching and reading webpages until finding complete answers or exceeding the token budget.

Key Features

• Uses Gemini for LLM capabilities
• Integrates with Brave/DuckDuckGo for search
• Employs Jina Reader for webpage parsing
• Supports both simple and complex multi-step queries
• Provides streaming progress updates

Technical Implementation

• RESTful API endpoints for queries
• Server-sent events for progress tracking
• Token budget management
• Automated sub-question generation
• URL discovery and content extraction

Use Cases

• Simple fact-finding queries
• Complex research questions
• News and current events analysis
• Strategy and prediction analysis