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Firecrawlโ€ข2mo ago
Josed

Question about PDF Scraping

Hey team ๐Ÿ‘‹, I'm working on a data scraping task and had a question about Firecrawl's capabilities for a specific use case. My Goal: To extract interest rates for Certificates of Deposit (CDTs) from a bank's website. The Challenge: The data I need isn't in an HTML table. It's located inside a PDF file that users have to download from their investment page: https://www.bancodeoccidente.com.co/inversion/cdt. I've attached a screenshot showing the page and the button that links to the PDF. I was planning to use the /extract endpoint since it's excellent for pulling structured data. My main question is: Can Firecrawl's /extract endpoint process a URL that points directly to a PDF file? If it can ingest the PDF content and pass it to the underlying LLM, it would be a super-efficient way to extract the structured data I need (like investment term, amount range, and interest rate). I know the alternative is a multi-step process (download the PDF, use a library like pdfplumber to extract text, then process it), but a single-step extraction directly with Firecrawl would be a game-changer. Has anyone tried this before or have any insights on Firecrawl's capabilities with PDFs? Thanks for any help or suggestions!
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1 Reply
micah.stairs
micah.stairsโ€ข2mo ago
Hey there! Yeah Firecrawl support scraping PDF out of the box. For your use case where you have a specific URL that you want to parse into structured content, I would recommend using the /scrape endpoint and JSON mode: https://docs.firecrawl.dev/features/llm-extract.

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