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Fast Ecommerce Data Agent is a Streamlit-based web application designed to efficiently process and analyze e-commerce product data. The application leverages local LLM inference with Deepseek-R1, using advanced optimizations such as bitsandbytes quantization, GPU acceleration (via CUDA), and ONNX Runtime for faster inference.