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You are tasked with configuring diagnostic logging for an Azure AI service to monitor the performance and usage patterns. Describe the steps you would take to enable and configure diagnostic settings, including the types of logs and metrics you would collect, and how you would ensure that these logs are stored securely and efficiently.