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Improve LLM Module with Targeted Search + Table Augmentation - #34

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SeanClay10 wants to merge 4 commits into
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feat/llm-chunking
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SeanClay10 wants to merge 4 commits into
mainfrom
feat/llm-chunking

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@SeanClay10

@SeanClay10 SeanClay10 commented Feb 8, 2026 •

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Refactors the LLM-based extraction pipeline to improve extraction accuracy and to reduce null values in result. Introduces regex-based fallbacks and targeted text search to supplement LLM outputs, along with stricter validation and consistency checks for stomach content metrics. Separates metadata extraction from stomach-data extraction to reduce coupling and improve accuracy.

Updates the workflow to perform table extraction, with formatted table input for the LLM. Enhances logging and JSON output handling.

@SeanClay10 SeanClay10 self-assigned this Feb 8, 2026
@SeanClay10
SeanClay10 marked this pull request as ready for review February 9, 2026 17:19
@SeanClay10 SeanClay10 closed this Feb 16, 2026
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