help to create Ai model for NER Task in Large text Document

[green hollow]

Guys i want to extract some informations like 1. Document Number 2. First Buyer's
First name 3. First Buyers last Name 4. Second Buyer's First Name 5.Second Buyers Last Name 6.Lenders Name 7.Property Street address 8.City Name 9.Zip Code

from a Large text document with the Help of Ai /Ml any fast way to achive this without spending money . Note : i tryed Regx its not working

[normal ferry]

Are entities fixed? Is this digital or ocr is needed?

[green hollow]

@normal ferry sir that project is like I need to extract specific details form pdf. I already wrote the code for pdf to image and image to text in python using OCR package now I need to extract details i mentioned in previous in that text document but the details in every pdf not in same place so it's make hard to me. When I give that text document to chat gpt it's gives that exact details i need from that text document so I decided to create a ai/ml model for that

[normal ferry]

Do you have to create a model? If so, then yes creating NER models with SpaCy is a quick way to go, but you do have to annotate the data for it

Otherwise, if you're up for it, you can just use OpenAI's vision api