Exam AI-102 topic 7 question 6 discussion

The ChatRole that should be used is ChatRole.User. This role is assigned to the messages that come from the user, which the chatbot is responding to. The Temperature setting can be adjusted to increase creativity in the responses.

1. user 2. temperature

"user" is CORRECT because because you are simulating a user's input to which the chatbot should respond. The API call to Open AI resource will use this context to generate a response as if it were the assistant. You only need to specify the role for the input messages in your API call, not the responses you're expecting to generate. temperature is CORRECT because it controls the randomness of the responses generated by the model. A higher temperature value (closer to 1) makes the output more creative and diverse, while a lower temperature value (closer to 0) makes the output more deterministic and focused.

An example given by Copilot : {"role": "system", "content": "temperature": 0.7}

ChatRole.User represents generating a response without being prompted by a speaker, making the AI more creative and less deterministic, allowing it more freedom to express itself.

You are not setting the temp for user, that doesn't make sense. People please think a bit and dont trust on stupid responses from obvious dumb chatbots. System is what you're trying to configure.

Copilot says ChatRole.User. "To make the responses more creative and less deterministic, you should set the ChatRole.User in your coding. By doing so, you allow the chatbot to generate more imaginative and varied answers, as it will treat the user input as a prompt for creative responses. This approach encourages the chatbot to think beyond predefined patterns and produce more engaging content"

Should be System since we're modifying the behavior of the Bot. So we start again defining the System message that must be defined only one time

Right answer is ChatRole.Assistant and Temparature, the settings are on responses from chatbot

First would be ChatRole.System as it is the first chat in the ChatMessage object and the second answer is Temperature

First Option should be ChatRole.System. "Typical usage begins with a chat message for the System role that provides instructions for the behavior of the assistant followed by alternating messages between the User role and Assistant role." https://learn.microsoft.com/en-us/dotnet/api/azure.ai.openai.chatcompletionsoptions.messages?view=azure-dotnet-preview#remarks

Well, I think that should be ChatRole.System ChatRole.User naturally make no sense - that user request

Selecting ChatRole.User as one of the options would imply that the responses should be generated based on the user's input or perspective. However, in this scenario, the goal is to ensure that the responses from the chatbot are more creative and less deterministic. Including ChatRole.User might limit the creativity of the responses because the model would primarily consider the user's input rather than generating novel content. By primarily focusing on ChatRole.Assistant, the responses will be predominantly generated from the perspective of the AI assistant, allowing for more creative and varied outputs. This approach ensures that the chatbot's responses are not overly influenced by the user's input, leading to more diverse and imaginative answers.

ChatRole.User (Assuming the input is an actual message from user) Temperature Documentation/Examples: https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/reproducible-output?tabs=pyton

D,C. Con rol de user el chat es menos formal. con temperatura se ajusta la creatividad en las respuestas.

Yes, if the content you're inserting is the actual user message, then you should use ChatRole.User. This role signifies that the message is coming from the user, as opposed to the assistant, which would be generating the response.