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databricks Platform · Updated Dec 18, 2025

ai_parse_document quality improvements: strikethrough, tables, and layout

ai parse document adds strikethrough support and improves parsing of short and narrow tables.

Update Open docs ↗release note ↗
What it does

ai parse document adds strikethrough support and improves parsing of short and narrow tables. Layout detection also improves for tax forms, scanned documents, and very dense documents. Applies to: Databricks SQL Databricks Runtime The ai parse document() function leverages state of the art Databricks managed research techniques to parse structured content from unstructured documents.

Why it matters

ai parse document adds strikethrough support and improves parsing of short and narrow tables.

Key capabilities
The aiparsedocument function is also
The aiparsedocument function is also available to workspaces with the Enhanced Security and Compliance add-on. Databricks…
The serverless environment version must
The serverless environment version must be set to 3 or above, as this enables features like VARIANT.
Must use either Python or
Must use either Python or SQL. For additional serverless features and limitations, see Serverless compute limitations. The…
'' (empty string): No descriptions
'' (empty string): No descriptions are generated. This reduces the compute needed and costs for documents with lots of figures.
Recommended use cases
retrieval use casesuse ai prep search function.
Architecture
Databricks Platform → Platform
In short

ai parse document adds strikethrough support and improves parsing of short and narrow tables. Layout detection also improves for tax forms, scanned documents, and very dense documents.

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Key takeaway
ai parse document adds strikethrough support and improves parsing of short and narrow tables.
2025-12-18-ai-parse-document-quality-improvements-strikethrough-tables-and-layout Generated by the Databricks Updates Agent · browse all updates