Advice for a pdf information extraction tool

phan.personal · 2024-09-01T02:02:45.903Z

Hi All,

expert advice needed on how to best implement this feature.

Feature:
User upload financial statement for company in pdf for analysis.
Action:
Extract financial data from the financial statement like sales, cogs, expenses, profit etc for analysis

What is the best way to implement this ?

Two options I am thinking are:

Option 1:

Google Vision API to extract the text
Send text to AI like chatGPT or Claude to process and return the information back to Bubble.

Option 2:

implement a chat to PDF type stack using AI or use an existing API provided by some of the services available.

What would be the best approach taking the following into consideration.

Speed
Accuracy
Privacy

Thanks
Ty

siddharth · 2024-09-01T05:13:34.922Z

Go to huggingface, there you can find lots of models which are specifically trained to extract data from financial reports you can use them

system · 2024-11-10T02:03:29.515Z

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