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.
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.
- 01RAG data loading. ZenrowsLoader feeds live, anti-bot-protected pages into a vector store for retrieval-augmented generation.
- 02Tool-enabled agents. Agents call the Zenrows tool mid-chain to look up live web data as part of a reasoning step.
- 03Structured extraction. Chains parse product pages, job listings, or profiles into typed fields using an LLM plus live HTML.
- 04Multi-source research chains. A chain gathers, summarizes, and cross-references live content from several sites in one run.