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Agentic Document Extraction (ADE) parses and extracts structured data from unstructured documents like PDFs and images. It identifies elements such as text, tables, and form fields, and returns them as Markdown and hierarchical JSON with exact page and coordinate references. Agentic Document Extraction is available as an application in the Snowflake Marketplace. Snowflake customers can use the Agentic Document Extraction app to parse and extract data from:
  • documents staged in Snowflake.
  • documents available at publicly accessible URLs.

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How ADE on Snowflake Works

When you run the parsing or extraction procedure, the relevant files are sent to the Agentic Document Extraction service, which is hosted by LandingAI. The results display directly in Snowsight.

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Billing

When you use the Agentic Document Extraction app, documents are processed using your Agentic Document Extraction account that is hosted by LandingAI. Billing for processing documents (like running parsing and field extraction) is managed by LandingAI.

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Zero Data Retention

The ADE on Snowflake application cannot be used when Zero Data Retention (ZDR) is enabled in your organization. To use this application, turn off ZDR or use an organization that does not have ZDR enabled.

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ADE on Snowflake Checklist

To install and start using the Agentic Document Extraction app on Snowflake, complete the following steps: In Agentic Document Extraction:
  1. If you haven’t already, create an Agentic Document Extraction account.
  2. Get your API key.
In Snowsight:
  1. Install the app. Ensure that you grant the app access to external endpoints during the setup process.
  2. Enter your API key in the app.
  3. If you want to parse documents staged in Snowflake, grant the app access to the stages that have the files you want to parse.
  4. Parse your files.
  5. (Optional) Run field extraction on the parsed output.