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cloud.google.com·6h ago
Data Science
Towards Data Science·Aug 23·5 min read
Parse the Folder, Not Just the PDFs: The Relational Tables RAG Needs on a Case File
TL;DR
A new approach emphasizes parsing folder structures alongside PDFs to enhance document intelligence in case files. This method aims to improve data retrieval and organization significantly.
✦ Why It Matters
Start implementing folder structure analysis in your document management systems to enhance data retrieval today.
Key Takeaways
- Adopt a relational model for processing case files.
- Create a list of expected documents for each case type.
- Implement completeness checks to identify missing documents.
- Facilitate document comparisons to resolve inconsistencies.
How It Works
The approach involves parsing a folder of documents as a single entity, allowing for the identification of required pieces and their relationships. A completeness check assesses the presence of expected documents, while a comparison mechanism evaluates critical values across documents, such as dates, to identify discrepancies.