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Use when a BioChemInsight language model needs to normalize assay markdown into JSON or extract a final compound ID from free-form textual reasoning or OCR output.

Use when a BioChemInsight vision model needs to classify candidate structure images, reject Markush or fragment noise, or extract a compound ID from a highlighted structure image.

Shared runtime and schema conventions for all BioChemInsight language and vision model calls, including default system prompts, retry policy, temperature, and reusable output-contract patterns.