Summary

In this chapter, you looked at the evolution of AI/ML frameworks in the Python space as LLM-powered applications have gained prominence. You also learned why Python remains a top choice for building modern LLM-powered applications. You reviewed the most popular Python frameworks, libraries, and APIs that can assist you in the different stages of GenAI application development.

The GenAI space is evolving so rapidly that by the time this book is published, there will probably be more libraries available, more APIs in use, and the framework’s capabilities will have expanded. You owe it to yourself to do your own due diligence about which framework is best suited for your business needs, but also make sure to choose one that is appropriately supported. As with any rapidly evolving technology, some of the tools and technologies that are in existence today will be gone tomorrow. This chapter has tried, therefore, to only include those that have the community, enablement...