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DA advice for handling complex tables


Uzumaki
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Hi does anyone have any good references or learning instances that they can recommend for training DA to handle complex data tables?

I currently have a dataset of invoices that DA is having difficulty identifying and I would appreciate if someone could point me towards a good place to learn more about training a DA learning instance to handle specific types of tables.

Best answer by jeven.delacruz

Uzumaki wrote:

Hi does anyone have any good references or learning instances that they can recommend for training DA to handle complex data tables?

I currently have a dataset of invoices that DA is having difficulty identifying and I would appreciate if someone could point me towards a good place to learn more about training a DA learning instance to handle specific types of tables.

Hi, 

have you tried using Unstructured and use @GenAIVision for tables and table linking?

Use the latest package of Document Extraction and follow this amazing video by Oli
https://upskill.automationanywhere.com/learn/video/vision-powered-generative-ai-data-extraction

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Marc Mueller
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  • March 6, 2025

Uzumaki
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  • March 6, 2025

This is helpful for simple tables, but my tables are bit more complex. They’re not always spaced perfectly and what might be one large row is being confused as three separate rows by my DA. I’m not sure how to handle that 


Marc Mueller
Pathfinder Advocate | Tier 6
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  • 133 replies
  • March 6, 2025

Hi ​@Oli.Morris, do you have more materials for ​@Uzumaki apart from the master class content?

 

Cheers

Marc


Dineshkumar Muthu
Navigator | Tier 3
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Uzumaki wrote:

Hi does anyone have any good references or learning instances that they can recommend for training DA to handle complex data tables?

I currently have a dataset of invoices that DA is having difficulty identifying and I would appreciate if someone could point me towards a good place to learn more about training a DA learning instance to handle specific types of tables.

Hi, 

have you tried using Unstructured and use @GenAIVision for tables and table linking?

Use the latest package of Document Extraction and follow this amazing video by Oli
https://upskill.automationanywhere.com/learn/video/vision-powered-generative-ai-data-extraction


Uzumaki
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  • 16 replies
  • March 13, 2025
jeven.delacruz wrote:
Uzumaki wrote:

Hi does anyone have any good references or learning instances that they can recommend for training DA to handle complex data tables?

I currently have a dataset of invoices that DA is having difficulty identifying and I would appreciate if someone could point me towards a good place to learn more about training a DA learning instance to handle specific types of tables.

Hi, 

have you tried using Unstructured and use @GenAIVision for tables and table linking?

Use the latest package of Document Extraction and follow this amazing video by Oli
https://upskill.automationanywhere.com/learn/video/vision-powered-generative-ai-data-extraction

The GenAIVision was pretty helpful and changing my document type to unstructured helped. I’m having to be incredibly specific with my prompts and I’m still not getting 100% accurate results, but I am currently a lot closer than I was at first.


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