unstructured-pdf-generation

What problem does it solve?

This Skill enables the generation of realistic, synthetic PDF documents for testing RAG pipelines, demonstrations, and evaluation datasets without needing real documents.

Core Features & Use Cases

• LLM-generated PDFs: Create realistic documents with customizable content.
• Metadata and JSON for RAG: Produce accompanying JSON files with questions and evaluation guidelines for testing retrieval systems.
• Unity Catalog integration: Automatically upload generated PDFs and metadata to Unity Catalog volumes.

Quick Start

Use the generate_pdf_documents MCP tool with:

• catalog: "my_catalog"
• schema: "my_schema"
• description: "Technical documentation for a cloud infrastructure platform including setup guides, troubleshooting procedures, and API references."
• count: 10

To customize location:

• volume: "custom_volume"
• folder: "pdf_documents"
• overwrite_folder: true

The tool outputs PDFs to the specified location and creates JSON metadata files for each document.