PDF to JSON: LLM-Powered Data Extraction In Python

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This video provides a step-by-step guide to help you learn how to use Large Language Models (LLMs) to extract data from PDFs and convert it into JSON format. The tutorial covers prompt engineering techniques and practical implementation steps.

ℹ️ DIFFERENT CHAPTERS

0:00 - Introduction
00:42 - Use case workflow
1:56 - Usec case data and prompt
7:18 - Environment configuration
9:12 - Helper functions definition
13:33 - Document parsing and Analysis
19:25 - Conclusion and next steps

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Комментарии
Автор

I just found this channel yesterday. I am working my first attempt to use AI extracting metadata from PDF. I will try to replicate what I have seen in this video.

oliverwilms
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Thanks for the video! Could you share your prompt for testing as well? Thanks!

daycentmodel
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Can the use LLM help to get all the structural and styling details as wel?

wnterB
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Video is cool but you didn't
provide any source prompt for us to modify for our use cases.

meerulhassan
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It wont work, if whatever you want to extract is larger than the LLM's output context window.

ykhatat
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