Search & retrieval

Firecrawl

Turns any website into clean LLM-ready markdown or structured JSON via scraping.

Overview

Firecrawl is a scraping-first API that crawls websites, handles JavaScript rendering, and outputs clean markdown, structured data, or PDFs. It is designed to handle the messy reality of web scraping, including captcha solving and infinite scroll detection.

Best for

Scraping complex SPAs (React/Vue)
Extracting structured data from docs
Building custom RAG datasets

Trade-offs

vs Tavily

Firecrawl for getting raw page content/markdown; Tavily for getting synthesized search answers.

vs Jina Reader

Firecrawl for crawling entire sites/maps; Jina for single-URL fast conversion.

What XeroHack pre-wires

When you pick Firecrawl in the interview, the engine emits these files into your scaffold:

LangChain FireCrawlLoader
LlamaIndex FirecrawlReader

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