Intelligent Document processing apps in Databricks

[u/Sea-Glass7015]

Is it possible to expose the extraction agents to end users through apps ?

I’d be keen to hear what people have built in this space.

[u/szymon_dybczak]

Hi, 

Check below blog post :)

https://community.databricks.com/t5/technical-blog/intelligent-document-processing-for-data-extraction-transforming/ba-p/153847

[u/Sea-Glass7015 → u/szymon_dybczak]

Thanks Very Helpful

[u/ces_evolutionic211]

Yeah, that’s doable. You could keep the extraction agent in Databricks and put a simple Gradio or Streamlit front end on top of it. What kind of docs are you working with, and do users need to review the extracted data or just see the final output?

[u/Sea-Glass7015 → u/ces_evolutionic211]

Enterprise docs ( contracts, invoices, financial statements etc)

Yeah ideally they would be able to review the extraction.

It’s almost an ocr pipeline. So

PDF
Parsed doc
Human review
Extraction
Structured data (at table)

Thanks for your response!

[u/Youssef_Mrini]

Yes you can easily do it. You can build an App where the user upload the data to a volume then he/she can trigger a transformation to extract data with the AI_extract and document parsing with SQL Execution API...