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

# 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.

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

## 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.

Status

Live

Category

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

Built by

SpecStream

You need

deep-research with Node.js and a model key, 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/dzhng-deep-research.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.  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](https://specstream.ai/docs/integrations/dzhng-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 deep-research (dzhng).

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

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