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Building AI Intensive Python Applications
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In addition to AI/ML frameworks, there are also many Python libraries that will make the experience of building your GenAI application easier. Whether you require assistance with data cleansing, formatting, or transformation, there are likely half a dozen potential Python libraries to solve every problem. The following subsections list some favorites and explain how they can assist you during your GenAI journey.
For this book, you can broadly divide these libraries into three categories:
The rest of this section covers one relevant and popular library from each of these categories
The pandas library is a powerful and flexible open source data manipulation and analysis library for Python. It provides data structures such as DataFrames and Series...