databricks-parsing

What problem does it solve?

This Skill automates the extraction of text and structured data from various document types (PDF, DOCX, PPTX, images), enabling efficient data processing and the foundation for custom RAG pipelines.

Core Features & Use Cases

• Document Parsing: Use ai_parse_document to convert binary documents into structured text.
• Data Extraction: Extract specific fields from documents using ai_query in conjunction with parsed text.
• RAG Pipeline Foundation: Parse, chunk, and index documents for advanced search and analysis.
• Use Case: Ingesting and processing a collection of research papers stored in a Databricks Volume to build a searchable knowledge base.

Quick Start

Parse all PDF and DOCX documents in the '/Volumes/catalog/schema/volume/docs/' directory using the ai_parse_document function.