Sparrow Parse - Data Processing for LLM

Published: 19 May 2024
on channel: Andrej Baranovskij

1,659

Data processing in LLM RAG is very important, it helps to improve data extraction results, especially for complex layout documents, with large tables. This is why I build open source Sparrow Parse library, it helps to balance between LLM and standard Python data extraction methods.

Sparrow GitHub repo:
https://github.com/katanaml/sparrow

0:00 Sparrow Parse
1:50 Code structure
2:08 Unstructured processor
4:28 Markdown processor
6:14 HTML extactor
7:15 Summary

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#llm #rag #python

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