> SpecStream is the live web data engine for teams and agents. This is the Markdown copy of https://specstream.ai/integrations/agents-deep-research. Every page, with what SpecStream does and costs: https://specstream.ai/llms.txt

# 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.

[Read the guide](https://specstream.ai/docs/integrations/agents-deep-research.md)

## 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.

Status

Live

Category

[Agent frameworks & builders](https://specstream.ai/integrations.md#frameworks)

Built by

SpecStream

You need

Agents Deep Research and a SpecStream key.

Pricing

[You pay for the matches](https://specstream.ai/pricing.md)

Setup guide

[Read the guide](https://specstream.ai/docs/integrations/agents-deep-research.md)

Help

[Talk to a human](https://specstream.ai/talk-to-a-human.md)

## 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](https://specstream.ai/docs/integrations/agents-deep-research.md) 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.

-   [OpenAI API](https://specstream.ai/integrations/openai.md)
-   [OpenAI Agents SDK](https://specstream.ai/integrations/openai-agents-sdk.md)
-   [LangChain](https://specstream.ai/integrations/langchain.md)
-   [LlamaIndex](https://specstream.ai/integrations/llamaindex.md)
-   [CrewAI](https://specstream.ai/integrations/crewai.md)
-   [Vercel](https://specstream.ai/integrations/vercel.md)
-   [Haystack](https://specstream.ai/integrations/haystack.md)
-   [See all](https://specstream.ai/integrations.md#frameworks)

## Live web data, in Agents Deep Research.

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

[Read the guide](https://specstream.ai/docs/integrations/agents-deep-research.md)[Talk to a human](https://specstream.ai/talk-to-a-human.md)