Box AI Enhanced Extract Agent: A Developer’s Guide

Box has introduced the Enhanced Extract Agent to improve key-value pair extraction from complex documents with enhanced accuracy, accessible via the Box UI and Box AI API. This tool transforms unstructured data into structured metadata, facilitating quick insights and data integration into various systems like production databases and analytics platforms. Powered by Gemini 2.5 Pro, it employs chain-of-thought processing to not only provide accurate extraction results but also explain the reasoning behind them, enhancing developer confidence and enabling further validation. Developers can easily implement this agent using Box's SDKs, integrating it into existing workflows without major code changes. The new agent is particularly beneficial for handling large documents with complex structures, providing a seamless experience through the familiar Box API.

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