Extracting Structured Data from PDFs Using AI Parse Document in Databricks
In this video, we explore the AI Parse Document function in Databricks Free Edition, which is designed for extracting structured content from unstructured documents such as PDFs. We demonstrate how to use this function both in the SQL editor and a notebook. Additional topics covered include the importance of using the serverless environment, the syntax and arguments for the function, and combining it with large language models (LLMs) for querying extracted data. Useful links and examples are provided throughout the video. Don't forget to check the code on GitHub for hands-on practice.
00:00 Introduction and Video Overview
00:30 Understanding AI Parts Document Function
01:25 Setting Up and Requirements
02:18 Using AI Parts Document in SQL Editor
03:54 Using AI Parts Document in Notebook
05:58 Combining AI Parts Document with AI Query
09:31 Conclusion and Next Steps
Links ⛓️💥
https://docs.databricks.com/aws/en/sq...
https://docs.databricks.com/aws/en/sq...
https://github.com/sudarshan-koirala/...
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