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When embarking on an AI project, it is important to find the right library to execute on the vision. Defining the nature of the project is a good place to start, as there are many AI libraries on the market that are focused on academic use cases or enterprise production systems. Additionally, it is important to consider the community and support of the library, as well as the scalability and flexibility of the library. Lastly, it is important to consider the cost of the library and the cost of implementation.