AI article

Your LLM Keeps Making the Same Extraction Mistake. Here's How to Make It Learn.

Community description: TL;DR — I open-sourced an AWS sample that makes LLM document extraction learn from human...

Dev.to | Oct 3, 2026 | Avneet bansal

Automated excerpt

Fields with no matching rule go to Amazon Bedrock (Claude Haiku 4. 5). Every field comes back with a confidence score. An analyst uploads a correction; the system improves.

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