In this episode of the Artificially Unintelligent Podcast, William and Nicolay explore the world of FastAPI, a dynamic web framework designed for building APIs with Python. They delve into the essentials of what an API is and discuss FastAPI's rise as a popular tool for backend development, especially for machine learning model deployment. FastAPI's key features, such as its Pythonic nature, ease of use, and automatic documentation generation, are highlighted, along with its integration with other Python libraries like Pydantic and Celery. The hosts also discuss the security measures FastAPI offers, like API key authentication and OAuth, providing insights into how FastAPI ensures secure data transmission. They wrap up by sharing personal experiences of deploying models and databases using FastAPI, making this episode a valuable resource for both beginners and seasoned developers interested in modern web framework capabilities.
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