A useful but little-known Gemini API feature
🔬 Research across multiple sources and compile a report. Gemini's agent can handle that.
Gemini's "Deep Research" is an autonomous research agent that plans, gathers information, analyzes, and generates reports. It also supports MCP integration.
📌 Title: Deep Research (agent, preview)
🔗 URL:
🧩 Overview
Research tasks like "investigate the latest trends in this technology and summarize" require exploring multiple sources, organizing information, and producing a coherent analysis. Deep Research does this autonomously: it creates a research plan, gathers information from multiple sources, analyzes and structures the findings, and generates a report.
🛠 How to use it
Describe your research objective and scope in natural language. The agent creates an investigation plan, uses web search and tools to collect information, shows progress as it works, and outputs a structured report. Connect MCP-compatible tools to let it pull from your own data sources as well.
🏗 Building it into production
・Automated market research: generate periodic reports on competitive landscape and technology trends.
・Due diligence support: comprehensively gather and analyze publicly available information on investment or partnership targets.
・Technical investigation: auto-run comparative studies of new libraries and frameworks.
・Academic research assistance: semi-automate paper surveys on specific topics with organized summaries.
💡 Use cases
📊 Periodic competitive and market trend reports
💼 Due diligence and corporate research
🔧 Comparative studies for technology selection
📚 Academic paper surveys and organization
⚠️ Watch out
As a preview feature, accuracy and comprehensiveness aren't perfect. Always have humans review agent output and fact-check before important decisions. Research depth trades off against time and cost, so set an appropriate scope.
✨ Automate the entire "research, organize, report" flow. Start with a routine research task and see what Deep Research can do.
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LLM#