Automatically detect and redact personally identifiable information (PII) from documents using VLM Run MCP tools.
Load the document image
put_image_url
tool to load the document image into the system for processing.Extract text and identify PII
detect_texts
tool to extract all text from the document and identify regions containing personally identifiable information.Create redacted version
blur_bboxes
tool to blur the identified sensitive regions, creating a privacy-compliant version of the document.Generate preview
preview_object_ref
tool to generate a shareable URL for the redacted document.Document Redaction Results