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SpecStream for deep-research (dzhng)

SpecStream is the live web data engine for teams and agents. Set FIRECRAWL_BASE_URL to https://api.specstream.ai/firecrawl and FIRECRAWL_KEY to your SpecStream key, and every search of a research run goes to SpecStream.

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What you get

Searches at $1 per 1,000
Each query of a run is one Search API call of up to 10 results. A default run of breadth 4 and depth 2 is 12 searches.
Two lines, no code
The tool's Firecrawl client reads its address from FIRECRAWL_BASE_URL, so the change is in .env.local only.
Or one research call
POST /v1/research writes the report with the page behind each cited sentence, at $0.10, $0.30 or $1.00 by depth.

Set it up

  1. In SpecStream, open the Search API screen and get an API key.
  2. In .env.local, set FIRECRAWL_KEY to your key and FIRECRAWL_BASE_URL to https://api.specstream.ai/firecrawl.
  3. Run npm start and answer the prompts.

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 deep-research (dzhng).

Ask in your own words for companies, places, people, filings or anything else the web lists.

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