Integrations / AI frameworks / LangChain

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Give your LangChain agents
the live web.

The langchain-zenrows package lets your chains and agents reach any page, past anti-bot and JavaScript, as clean Markdown or structured data.

Start building free Read the docs

Connect it
in a few lines.

python

# pip install langchain-zenrows
from langchain_zenrows import ZenrowsUniversalScraper

os.environ["ZENROWS_API_KEY"] = "YOUR_ZENROWS_API_KEY"

scraper = ZenrowsUniversalScraper()
result = scraper.invoke({
    "url": "https://example.com",
    "response_type": "markdown",
})

Full setup, parameters, and examples are in the LangChain integration docs.

What the integration
gives you.

Live web, no blocksFetch real-time content past anti-bot and JavaScript-rendering limits.
The format you needReturn pages as Markdown, plaintext, HTML, or PDF.
Point extractionPull specific fields, tables, and more with CSS selectors.
Managed infrastructureProxy rotation, headless browsers, and anti-bot evasion, handled.

What people build with it.

01Real-time monitoring. Watch pages and flag changes as they happen.
02Market research. Feed prices, reviews, and signals to a model for analysis.
03Grounded answers. Ground model responses in live, current web data.
04Comparison & summaries. Compare or summarize sources across many sites.

Connect LangChain
today.

Start building free

10,000 credits/month for free, always.

See the docs, or explore LlamaIndex, OpenAI.