Python: How can I create Deterministic AI Agents?

[sashanknjs]

Hi,

I am developing an enterprise application where I need the AI agents (AzureAIAgent) to be deterministic (produce exactly same response to the same prompt and instruction) over multiple runs. From previous discussions, I understood that the 'Seed' parameter can help get close responses although it does not guarantee the same. I have seen that the semantic kernel supports this parameter with the "OpenAIPromptExecutionSettings" and "AzureChatPromptExecutionSettings" classes, however, if I understood correctly, it is only defined for chat completion models but not for the "AzureAIAgent" class. Is there a way to apply this parameter for my agents, or is there any other way to make my agents as deterministic as possible?

Thanks in advance!