Read Documents and Extract Structured Fields

Ask your AI assistant to work with PDF Vector: read Documents and Extract Structured Fields.

What to Ask Leina to Do with PDF Vector

Copy a prompt, add your details, and send it to Leina in your connected team chat.

Parse a URL document into Markdown for analysis.

Parse document [public URL] into Markdown, then summarize its sections and notable tables.

Use a prompt and JSON schema to guide field extraction.

Extract fields from [public document URL] using prompt [instructions] and schema [JSON schema]. Report missing fields rather than inventing values.

Get Started with PDF Vector

  1. Connect Your Account

    Connect using your PDF Vector API Key.

  2. Try a Task

    Tell Leina what you need in your team chat. Include the source, destination, and expected result.

    Set Up Leina in Your Chat →
  3. Check the Result

    Review the result and any changes in the connected app.

Supported PDF Vector Capabilities

PDF Vector processes publicly reachable document URLs into Markdown, document answers, or schema-shaped JSON.

Read a document

Parse a URL document into Markdown for analysis.

Extract a structured record

Use a prompt and JSON schema to guide field extraction.

View All 3 Actions
  • Parse Document
  • Ask Document
  • Extract Document

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Frequently Asked Questions

Do I upload a local file directly?

These actions take a public documentUrl. Make the file accessible by URL first.

Can I ask a single question without parsing first?

ask_document accepts documentUrl and question directly.

Does extraction infer absent facts?

Specify how missing values should be handled and review the returned JSON against the source document.

Your AI employee for PDF Vector

Tell Leina what you need in your team chat. Include the source, destination, and expected result.