-Our goal was to deliver an accessible and intuitive Generative AI (GenAI) inferencing solution tailored for AI PCs powered by Intel. We recognized the need to showcase the capabilities of the latest GenAI workloads on our newest line of client GPUs. To address this, we developed a starter application, [AI Playground](https://github.com/intel/ai-playground), which is open source and includes a comprehensive developer reference sample available on GitHub using PyTorch. This application seamlessly integrates image generation, image enhancement, and chatbot functionalities, using retrieval-augmented generation (RAG) features, all within a single, user-friendly installation package. This initiative not only demonstrates the functionality of these AI workloads but also serves as an educational resource for the ecosystem, guiding developers on effectively leveraging the [Intel® Arc™ GPU](https://www.intel.com/content/www/us/en/products/details/discrete-gpus/arc.html) product line for advanced AI applications. This solution leverages Intel® Arc™ Xe Cores and [Xe Matrix Extensions (XMX)](https://www.intel.com/content/www/us/en/support/articles/000091112/graphics.html) for accelerating inferencing.
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