AI agents
deep-research
The smallest honest implementation of a deep-research agent
★ 20k
April 2026
MIT
AI agents
What it does
Searches, reads, extracts what it learned and what it still needs to know, then loops — refining its own direction until the configured depth runs out and it writes a Markdown report. The point is legibility: the repository is deliberately small enough to read end to end, which makes it a better starting template than a finished product. Depth multiplies both search and model calls, so cost climbs quickly. MIT.
Summary based on the project's own description. The Japanese page has a fuller beginner guide: setup difficulty, what to prepare, and a step-by-step start.
Screenshots & visuals
Before you start
- Setup difficultySome setup needed
- Command lineRequired
- API keyRequired
- Sends data onlineYes
Judged automatically from the project's own metadata. Always confirm on the official page.
deep-research FAQ
- Is deep-research free?
- deep-research itself is free, but it needs an API key for an external AI service. That service charges separately, though some have a free tier.
- Do I need to install anything or write code to use deep-research?
- It needs the command line. If you are not comfortable typing commands, expect to get stuck during setup.
- Does deep-research work on a phone?
- No. It needs a computer.
- Can I use deep-research commercially?
- The licence is MIT, which permits commercial use. Conditions such as keeping the copyright notice still apply, so read the licence text before shipping it inside something.
How it compares
The conditions that decide whether you can actually use it, side by side.
| Tool | Command line | API key | Sends data out | Phone | Commercial use |
|---|---|---|---|---|---|
| deep-research (this page) | Required | Required | Yes | No | Yes |
| gpt-researcher | Required | Required | Yes | No | Yes |
| company-research-agent | Required | Required | Yes | No | Yes |
| LangAlpha | Required | Required | Yes | No | Yes |
"Sends data out" means your input is uploaded to someone's server. Pick "No" when the material cannot leave your organisation.