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Overview

K21 processes captured content through OCR and Vision models to extract meaningful insights from user interactions.

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Processing Methods

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OCR (Optical Character Recognition)

OCR extracts text from captured screens using multiple engines. The system supports native OS OCR and Tesseract, with multi-language capabilities and spatial awareness. Each extraction includes confidence scoring for accuracy assessment.

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Vision Models

Vision models provide deeper understanding of screen content. The system analyzes screen layouts, recognizes UI elements, and tracks user interactions. Semantic content understanding enables comprehensive interface analysis.

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Future Processing

Additional processing capabilities are in development. The system will support custom processor plugins and multi-modal processing. Audio transcription and temporal analysis will enhance context understanding.