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

# SpecStream for Deep Research Web UI

SpecStream is the live web data engine for teams and agents. Set the web search provider to firecrawl and NUXT\_WEB\_SEARCH\_API\_BASE to https://api.specstream.ai/firecrawl, and every search and source read of a research run goes to SpecStream.

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

## What you get

Searches at $1 per 1,000

Each search query of a run is one Search API call of up to 10 results, on the fast tier every drop-in address runs on.

Sources read in full

When the model asks to read a source, the app's scrape call is one Extract API page, and a page with no text is not charged.

Server or browser

Set it once in Server Mode with environment variables, or per user in Settings under Web Search Provider in Client Mode.

Status

Live

Category

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

Built by

SpecStream

You need

Deep Research Web UI with an AI provider, and a SpecStream API key.

Pricing

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

Setup guide

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

Help

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

## Set it up

1.  In SpecStream, open the Search API screen and get an API key.
2.  Set NUXT\_PUBLIC\_WEB\_SEARCH\_PROVIDER=firecrawl, NUXT\_WEB\_SEARCH\_API\_KEY to your key and NUXT\_WEB\_SEARCH\_API\_BASE=https://api.specstream.ai/firecrawl, or choose Firecrawl in Settings and fill API Key and API Base URL.
3.  Restart the container and start a research.

[The full setup guide](https://specstream.ai/docs/integrations/deep-research-web-ui.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 Deep Research Web UI.

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

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