# 📋 From docs to data: Let’s extract the good stuff (3/5)

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Hi LlamaParse User!

Now that you’ve got clean, parsed files… it’s time to Extract.

Extract takes any file and pulls out exactly what you care about: names, numbers, dates, invoice totals, you name it. It’s like a custom data pipeline, minus the setup headache.

🧠 How it works:

Pick a preset (e.g. Invoices, Contracts, Financials), upload an example file, or build your own extraction schema from scratch

Our extractor will intelligently read your document and find the data for each field, wherever it is in the document

You get clean, typed JSON ready for your AI app

✨ Feeling adventurous?

You can even bring your own schema or use natural language prompts to extract custom fields on the fly.

👉 Start extracting

👉 Check out the Extract guide

👉 Sample notebook

Turn docs into structured gold. Let’s go!

Best regards,

Jerry Liu

CEO @ LlamaIndex

LlamaIndex, 405 Howard Street, San Francisco, California 94105, United States

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