Deep Research Guide: The Open-Source AI Research Assistant
Complete guide to Deep Research — the open-source AI agent that performs iterative, multi-step research across the web. Learn about features, self-hosting, and use cases.
What Is Deep Research?
Deep Research is an open-source AI agent that completely redefines how we conduct online research. Unlike a simple chatbot or search engine, Deep Research autonomously performs iterative, multi-step research — refining its queries, scraping relevant content, and synthesizing everything into a structured, citation-backed report.
Built in TypeScript and powered by GPT, Claude, and O3-mini, it doesn't just answer a question — it explores subtopics, cross-references sources, and dives deeper at each iteration until it builds a comprehensive understanding of your topic.
🚀 Want to deploy Deep Research yourself?
Docker configs, system requirements, and installation guides — all on one page.
View Deep Research Tool Page →Key Features
| 🔍 Iterative Research | Starts broad, then narrows down — each iteration follows new threads and digs deeper. |
| 🌐 Web Scraping | Automatically scrapes and parses content from discovered web pages. |
| 🤖 Multi-LLM Support | Works with GPT-4, Claude, Gemini, and O3-mini — bring your own API key. |
| 📄 Structured Reports | Generates organized reports with citations, summaries, and key findings. |
| 🔒 Self-Hosted | Run it on your own hardware — total privacy, no usage limits, no data leaks. |
Why Self-Host Deep Research?
Cloud-based research tools often throttle usage, store your queries, or limit depth. By self-hosting Deep Research with Docker, you get:
- Unlimited research sessions — no API call caps beyond your LLM key
- Complete privacy — your research topics never leave your infrastructure
- Custom configuration — tweak the depth, breadth, and LLM model to your needs
- No subscription fees — free software, pay only for LLM API usage
With over 19,000 GitHub stars and an active community, Deep Research is one of the fastest-growing AI research tools on the market.
🚀 Ready to try Deep Research?
Full deployment guide, Docker setup, and system requirements — all in one place.
View Deep Research Tool Page →