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SpecStream for Agents Deep Research

SpecStream is the live web data engine for teams and agents. Set SEARCH_PROVIDER to searchxng and SEARCHXNG_HOST to SpecStream's address, and Agents Deep Research searches through SpecStream's Search API in the SearXNG shape its code already reads.

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What you get

Two lines in .env
SEARCH_PROVIDER=searchxng and SEARCHXNG_HOST with your key in the address. The client adds /search itself.
Any model provider
Unlike OpenAI's hosted search, the searchxng branch works with Anthropic, Gemini, DeepSeek, OpenRouter and local models.
Fast tier price
Each web_search call is one fast Search API call of up to 10 results, at $1 per 1,000.

Set it up

  1. Get a SpecStream key on the Search API screen of your workspace.
  2. Set SEARCH_PROVIDER=searchxng and SEARCHXNG_HOST=https://api.specstream.ai/searxng/YOUR_SPECSTREAM_KEY in .env.
  3. Run deep-researcher --mode deep --query "your question", or pass search_provider="searchxng" to LLMConfig.

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 Agents Deep Research.

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

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