【Semantic Kernel】5、ITextCompletion、IChatCompletion

ChatGPT

//chatGPT
{

    var chatGPT = kernel.GetService<IChatCompletion>();
    var chatHistory = chatGPT.CreateNewChat("你是图书管理员");
    Console.WriteLine("请提问：");
    while (true)
    {
        var ask = Console.ReadLine();
        chatHistory.AddUserMessage(ask);
        string reply = await chatGPT.GenerateMessageAsync(chatHistory);
        chatHistory.AddAssistantMessage(reply);
        await MessageOutputAsync(chatHistory);
    }
}
Task MessageOutputAsync(ChatHistory chatHistory)
{
    var message = chatHistory.Messages.Last();

    Console.WriteLine($"{message.Role}: {message.Content}");
    Console.WriteLine("------------------------");

    return Task.CompletedTask;
}

生成多个结果

案例1：

var excuseFunction = kernel.CreateSemanticFunction(FunctionDefinition, maxTokens: 100, temperature: 1, topP: 1);
        var textResult = await excuseFunction.InvokeAsync("I missed the F1 final race",
            new CompleteRequestSettings { ResultsPerPrompt = 3 });
Console.WriteLine(textResult.ModelResults.Select(result => result.GetOpenAITextResult()).AsJson());

案例2：

//textCompletion:返回多个结果
{
    var textCompletion = kernel.GetService<ITextCompletion>();
    var textResults = await textCompletion.GetCompletionsAsync("帮我起个名字，类似烈焰骑士、狂风战神、急速飞鹰", 
        new CompleteRequestSettings { 
            ResultsPerPrompt = 3, //结果数量
            TopP = 0.5,//多样性
            Temperature = 1, //随机度
            FrequencyPenalty = 0,//降低模型逐字重复同一行的可能性。
        });
    foreach (var textResult in textResults)
    {
        Console.WriteLine(await textResult.GetCompletionAsync());
    }
}

案例3：

//chatCompletion:返回多个结果
{
    var chatCompletion = kernel.GetService<IChatCompletion>();
    var chatHistory = chatCompletion.CreateNewChat("You are a librarian, expert about books");

    // First user message
    chatHistory.AddUserMessage("Hi, I'm looking for book 3 different book suggestions about sci-fi");
    await MessageOutputAsync(chatHistory);

    var chatRequestSettings = new ChatRequestSettings
    {
        MaxTokens = 1024,
        ResultsPerPrompt = 2,
        Temperature = 1,
        TopP = 0.5,
        FrequencyPenalty = 0,//降低模型逐字重复同一行的可能性。
    };

    // First bot assistant message
    foreach (IChatResult chatCompletionResult in await chatCompletion.GetChatCompletionsAsync(chatHistory, chatRequestSettings))
    {
        ChatMessageBase chatMessage = await chatCompletionResult.GetChatMessageAsync();
        chatHistory.Add(chatMessage);
        await MessageOutputAsync(chatHistory);
    }

}