DiscoverTech Stories Tech Brief By HackerNoonPDFs to Intelligence: How To Auto-Extract Python Manual Knowledge Recursively Using Ollama, LLMs
PDFs to Intelligence: How To Auto-Extract Python Manual Knowledge Recursively Using Ollama, LLMs

PDFs to Intelligence: How To Auto-Extract Python Manual Knowledge Recursively Using Ollama, LLMs

Update: 2025-12-07
Share

Description

This story was originally published on HackerNoon at: https://hackernoon.com/pdfs-to-intelligence-how-to-auto-extract-python-manual-knowledge-recursively-using-ollama-llms.

Learn how to automate extraction of structured Python module data from PDFs using CocoIndex, LLMs like Llama3, and Ollama. Scale technical documentation by buil

Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories.
You can also check exclusive content about #ai-data-extraction, #ollama, #llms, #cocoindex, #pdf-documentation, #extraction-pipeline, #python, #cocoinsight, and more.




This story was written by: @badmonster0. Learn more about this writer by checking @badmonster0's about page,
and for more stories, please visit hackernoon.com.





We’ll demonstrate an end-to-end data extraction pipeline engineered for maximum automation, reproducibility, and technical rigor. Our goal is to transform unstructured PDF documentation into precise, structured, and queryable tables. We use the open-source [CocoIndex framework] and state-of-the-art LLMs (like Meta’s Llama 3) managed locally by Ollama.

Comments 
In Channel
loading
00:00
00:00
x

0.5x

0.8x

1.0x

1.25x

1.5x

2.0x

3.0x

Sleep Timer

Off

End of Episode

5 Minutes

10 Minutes

15 Minutes

30 Minutes

45 Minutes

60 Minutes

120 Minutes

PDFs to Intelligence: How To Auto-Extract Python Manual Knowledge Recursively Using Ollama, LLMs

PDFs to Intelligence: How To Auto-Extract Python Manual Knowledge Recursively Using Ollama, LLMs

HackerNoon