SpecStream for Browser Use research reports
SpecStream is the live web data engine for teams and agents. Register a SpecStream research tool on a browser-use Agent with @tools.action. One call returns a written report from the live web with numbered citations, and the agent keeps its browser for the pages that need one.
What you get
- A report in one tool call
- The agent sends a question and gets a written report in Markdown, with a [1] marker after each cited sentence.
- A page behind each citation
- Each citation holds the page's URL and title, the time it was read and the passage behind the sentence, so the agent can open it and check.
- A fixed price by depth
- A report costs $0.10, $0.30 or $1.00 by depth, charged once when it is delivered. The tool returns the price with the report.
Set it up
- Run pip install 'browser-use==1.0.3' httpx on Python 3.11 or newer.
- Create a key under Agents & API in your SpecStream workspace and set it as SPECSTREAM_API_KEY.
- Register specstream_research with @tools.action and pass tools=tools to the Agent.
The full setup guide has every step, with what to do if something doesn’t arrive.
Also in Agent frameworks & builders
The same live web data, in the other tools of this kind.
Live web data, in Browser Use research reports.
Ask in your own words for companies, places, people, filings or anything else the web lists.