Update databricks-ai-functions skill for AI Functions v2 API#441
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qian-yu-db wants to merge 1 commit intomainfrom
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Update databricks-ai-functions skill for AI Functions v2 API#441qian-yu-db wants to merge 1 commit intomainfrom
qian-yu-db wants to merge 1 commit intomainfrom
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…ify) - Rewrite ai_classify section: v2 syntax (JSON string labels, VARIANT return, 2-500 labels, multi-label support, instructions option), legacy v1 preserved - Rewrite ai_extract section: v2 syntax (JSON schema with nested structures up to 7 levels/128 fields, typed fields, VARIANT return), composability with ai_parse_document, legacy v1 preserved - Update function selection tables and decision boundary across all files: "flat → ai_extract; nested → ai_query" becomes "structured (flat or nested) → ai_extract v2; extreme complexity → ai_query" - Rewrite pipeline Stage 3b from ai_query to ai_extract v2 for nested line-item extraction, with ai_query preserved as commented alternative - Add Pattern 3b showing v2 composable VARIANT chaining: ai_parse_document → ai_classify → ai_extract without intermediate text extraction - Update all VARIANT access patterns (header:response.X replaces header.X) - Add common issues rows for v2 return types and multi-label classification Co-authored-by: Isaac
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@qian-yu-db I just merged one that I htink covers the core changes here. If there is anything you feel still needs added please create a PR with just that and submit it. |
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Summary
ai_classifyv2: JSON string labels (2-500, was 2-20), VARIANT return type, multi-label support, label descriptions, instructions optionai_extractv2: JSON schema with nested structures (up to 7 levels, 128 fields), typed fields, VARIANT return type, composability withai_parse_documentai_query+from_jsonwithai_extractv2 for nested line-item extractionai_parse_document → ai_classify → ai_extract) without intermediate text extractionFiles changed
1-task-functions.mdai_classifyandai_extractsections with v2 as primary, v1 as legacySKILL.md4-document-processing-pipeline.md2-ai-query.mdReferences