Skills
.Work. You
Rest

databricks-unstructured-pdf-generation

Community

Generate synthetic PDFs for RAG

Data & Analytics#llm#rag#pdf generation#synthetic data#unstructured data#databricks
AuthorAradhya0510
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill automates the creation of realistic synthetic PDF documents, complete with LLM-generated content and RAG evaluation metadata, streamlining the process of building and testing retrieval systems.

Core Features & Use Cases

  • Synthetic PDF Generation: Creates professional PDF documents based on detailed descriptions.
  • RAG Evaluation Data: Generates accompanying JSON files with questions and guidelines for testing retrieval systems.
  • Unity Catalog Integration: Automatically uploads generated documents to specified Unity Catalog Volumes.
  • Use Case: Generate a set of 20 technical documentation PDFs for a new SaaS platform to populate a vector database and test a RAG pipeline's ability to answer user queries accurately.

Quick Start

Use the generate_pdf_documents MCP tool to create 10 PDF documents for a cloud infrastructure platform in the 'my_catalog' catalog and 'my_schema' schema.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: databricks-unstructured-pdf-generation
Download link: https://github.com/Aradhya0510/databricks-cv-accelerator/archive/main.zip#databricks-unstructured-pdf-generation

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.