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AI API Design encompasses tools and platforms for creating, testing, and managing artificial intelligence application programming interfaces. These solutions streamline the development of AI-powered applications by providing robust frameworks, documentation generators, and integration capabilities. Key features include automated endpoint creation, data validation, and security implementation. Notable examples include Swagger UI, Postman, and Google’s Apigee. AI API design tools enhance developer productivity, ensure consistency, and facilitate seamless integration of machine learning models into existing systems. As AI becomes increasingly ubiquitous, these tools play a crucial role in enabling businesses to leverage advanced cognitive capabilities through standardized, scalable interfaces. The field continues to evolve, with emerging trends focusing on real-time API analytics and AI-assisted API design optimization.