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This article provides a hands-on introduction to generative AI with Python-based coding projects. It provides step-by-step instructions on how to build a chatbot with Llama 2, Streamlit, and Replicate. It also explains how to set up the project, including how to download the code, create a Python virtual environment, and install the necessary packages.