This article details the creation of a document intelligence platform within Snowflake, leveraging Cortex AI functions. The platform aims to transform unstructured documents like PDFs, invoices, and contracts into queryable data by performing OCR, classification, structured data extraction, summarization, and semantic search. Key Cortex AI functions such as AI_PARSE_DOCUMENT, AI_CLASSIFY, AI_EXTRACT, AI_COMPLETE, CORTEX.EMBED, and CORTEX.SEARCH_PREVIEW are utilized to build a pipeline that maintains data governance within the Snowflake ecosystem. AI
IMPACT Enables enterprises to extract structured data and insights from unstructured documents directly within their existing data warehouses.
RANK_REASON Article describes the implementation of a specific product/platform using existing AI tools, not a novel AI release or research.
- AI_CLASSIFY
- AI_COMPLETE
- AI_EXTRACT
- AI_PARSE_DOCUMENT
- Cortex AI
- CORTEX.EMBED
- CORTEX.SEARCH_PREVIEW
- Satish Kumar
- Snowflake
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