Mar 05, 2026: AI_COMPLETE document intelligence (Preview)¶

The multimodal AI_COMPLETE AI Function now supports document inputs, providing reasoning over document files, such as PDFs or Microsoft Word files, stored in Snowflake internal or external stages. This enhancement allows AI_COMPLETE to analyze text, charts, tables, and structured data within documents. This feature joins existing support in AI_COMPLETE for text and image inputs.

With this release, you can apply industry-leading large language models (LLMs) directly to staged documents for contextual Q&A, summarization, and information extraction. For example, you can:

• Answer questions about charts and diagrams embedded in PDFs.

• Compare information across multiple documents in a single prompt.

• Generate summaries tailored to a specific audience or perspective.

• Extract entities and structured insights from reports, contracts, spreadsheets, and technical documentation.

To get started, see AI_COMPLETE with documents.