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Develop an end-to-end AI API eval framework and integrate it in API Dash. This framework should (list is suggestive, not exhaustive):

• Provide an intuitive interface for configuring API requests, where users can input test datasets, configure request parameters, and send queries to various AI API services
• Support evaluation AI APIs (text, multimedia, etc) across various industry task benchmarks
• Allow users to add custom dataset/benchmark & criteria for evaluation. This custom scoring mechanisms allow tailored evaluations based on specific project needs
• Visualize the results of API eval via tables, charts, and graphs, making it easy to identify trends, outliers, and performance variations
• Allow execution of batch evaluations
• Work with both offline & online models and datasets