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newsDatabricks·July 7, 2025

AI Agents in Action: Structuring Unstructured Data on Demand With Databricks and Unstructured

Summary

Unstructured's MCP server enables LLMs to directly transform unstructured data (PDFs, documents, images) into JSON using natural language commands instead of code. Their agentic approach retrieves data on-demand from sources like S3 and SharePoint, reducing costs compared to traditional full data ingestion into vector databases.

Summary generated by brickster.ai from the video transcript.

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