LUIS (Language Understanding)
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About
LUIS (Language Understanding Intelligent Service) is a cognitive service provided by Microsoft that enables developers to build natural language capabilities into their applications, bots, and IoT devices. It utilizes machine learning to create robust, custom models that improve over time and can process user queries in natural language. LUIS identifies user intents and extracts valuable information, known as entities, from conversations. The service is designed to be easily integrated with the Azure Bot Service and provides powerful tools for developers, including customizable pre-built applications and dictionaries. LUIS supports 13 languages and meets international compliance standards, making it a scalable solution for enterprise-quality applications. Active learning is employed to continuously refine the models as they process new inputs, ensuring increasing accuracy and effectiveness. LUIS is used in various scenarios, including informational chat bots, IoT device interactions, and commerce applications, streamlining user interactions across multiple platforms and services.
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Features
• supports multiple languages
• active learning for model refinement
• enterprise-ready scalability
• customizable pre-built apps
• integrate with azure bot service
• continuous model improvement
• extract entities from queries
• identify user intents
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