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Firecrawl Docs

AI Platforms

Power AI assistants and let customers build AI apps
2 min read

AI platform builders and teams use Firecrawl to power knowledge bases, chatbots, and enable customers to build AI applications with web data.

Note

Get started with templates and examples. Build AI-powered applications with web data.

How It Works#

Transform websites into AI-ready data. Power chatbots with real-time web knowledge, build RAG systems with up-to-date documentation, and enable your users to connect their AI applications to web sources.

Why AI Platforms Choose Firecrawl#

Reduce Hallucinations with Real-Time Data#

Your AI assistants need current information, not outdated training data. Whether it's domain-specific knowledge, technical documentation, or industry-specific content, Firecrawl ensures your knowledge bases stay synchronized with the latest updates-reducing hallucinations and improving response accuracy.

Customer Stories#

Replit

Learn how Replit leverages Firecrawl to keep Replit Agent up-to-date with the latest API documentation and web content.

Stack AI

Discover how Stack AI uses Firecrawl to seamlessly feed agentic AI workflows with high-quality web data.

FAQs#

How does Firecrawl integrate with AI development platforms?

Firecrawl provides simple APIs and SDKs that integrate directly into AI platforms. Whether you're building with LangChain, using no-code tools like n8n, or custom frameworks, Firecrawl delivers clean, structured web data ready for AI consumption.

Can Firecrawl handle the scale required for AI training?

Yes. Firecrawl is designed for enterprise-scale data extraction, processing millions of pages for AI training datasets. Our infrastructure scales automatically to meet your needs.

What data formats does Firecrawl provide for AI platforms?

Firecrawl delivers data in AI-friendly formats including clean markdown, structured JSON, raw HTML, extracted images, screenshots, and news content. This flexibility ensures compatibility with any AI platform's data ingestion requirements.

Can I use Firecrawl for real-time AI applications?

Yes! Our API supports real-time data extraction, enabling AI applications to access fresh web data on-demand. This is perfect for AI agents that need current information to make decisions.

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