NeoPulse Query Runtime is a lightweight program that enables applications to access AI models created with NeoPulse AI Studio through web-based REST APIs. It facilitates the deployment of Portable Inference Models across various environments, including on-premise and cloud infrastructures, allowing seamless integration of AI capabilities into existing systems. Key Features and Functionality: - Model Deployment: Deploy AI models trained with NeoPulse AI Studio into production environments efficiently. - RESTful API Access: Provides a simple RESTful API for querying AI models, enabling easy integration with other applications. - Cross-Platform Support: Supports deployment across different systems, whether on-premise or in the cloud. - Lightweight Framework: Contains a subset of the NeoPulse AI Studio framework, ensuring minimal resource usage while maintaining functionality. Primary Value and Problem Solved: NeoPulse Query Runtime simplifies the process of integrating AI models into production environments by providing a standardized and efficient method for querying models via RESTful APIs. This reduces the complexity and time required for deployment, allowing organizations to leverage AI capabilities without extensive machine learning expertise. By supporting cross-platform deployment, NPQR ensures that AI models can be utilized across various infrastructures, enhancing scalability and flexibility.