Deep Research
Conducts iterative, deep research using search engines, web scraping, and Gemini LLMs to create an AI Research Agent.
About
Deep Research is an AI-powered research assistant that leverages Gemini LLMs and Firecrawl for deep, iterative exploration of topics. It integrates seamlessly as a Model Context Protocol (MCP) tool within AI agent ecosystems, using configurable depth and breadth parameters to precisely control research scope. The tool generates smart, targeted search queries, extracts learnings, and produces comprehensive Markdown reports, all while maximizing efficiency through concurrent processing. Persona agents guide the behavior of the Gemini language models, optimizing output for query generation, insight extraction, and strategic refinement, aiming for targeted and high-quality research outcomes.
Key Features
- Gemini-Powered Queries: Leverages Gemini LLMs to generate smart, targeted search queries.
- Concurrent Processing: Maximizes research efficiency with parallel processing.
- 17 GitHub stars
- Comprehensive Markdown Reports: Generates detailed, ready-to-use Markdown reports.
- MCP Integration: Seamlessly integrates as a Model Context Protocol (MCP) tool.
- Iterative Deep Dive: Explores topics deeply through iterative query refinement and result processing.
Use Cases
- Scientific literature review
- Automated research paper analysis
- Market trend exploration and reporting
