Handling Failure in AI Document Extraction: Beyond Simple Parsing
This story is from 2026-10-25. It is preserved in the archive; the latest stories are on the live feed.
When we build AI agents to interact with unstructured documents, we often focus on the extraction logic—the prompts, the schema definitions, and the LLM temperature. But as anyone who has moved a prototype into a production pipeline knows, the most brittle part isn't the reasoning; it's the retriev…
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- 2026-10-25 22:29 · DEV Community — AI
Handling Failure in AI Document Extraction: Beyond Simple Parsing