Question

如果一次对话的luis最高意图得分是0.15，第二次得分是0.14，则机器人可能会询问用户这是第一意图还是第二意图？如果是，该怎么办？我一直在搜索文档样本，似乎没有任何解决方案，只是说了越来越多的话，所以这种情况不会发生。正确吗？

Answer 1

如果一次对话的luis最高意图得分是0.15，第二次得分是0.14，则机器人可能会询问用户这是第一意图还是第二意图？如果是，该怎么办？

是的，我们可以达到此要求。以下示例代码对我有用，您可以参考它。

[Serializable]
public class MyLuisDialog : LuisDialog<object>
{
    public MyLuisDialog() : base(new LuisService(new LuisModelAttribute("xxxxxxx", 
        "xxxxxxx", 
        domain: "westus.api.cognitive.microsoft.com")))
    {
    }


    //modify Luis request to make it return all intents instead of just the topscoring intent
    protected override LuisRequest ModifyLuisRequest(LuisRequest request)
    {
        request.Verbose = true;
        return request;
    }

    protected override async Task DispatchToIntentHandler(IDialogContext context, IAwaitable<IMessageActivity> item, IntentRecommendation bestIntent, LuisResult result)
    {

        if (bestIntent.Intent == "FindFood" || bestIntent.Intent == "BuyFood")
        {
            if (result.Intents[0].Score - result.Intents[1].Score < 0.1)
            {
                bestIntent.Intent = "FindOrBuyFood";
                bestIntent.Score = 1;
            }
        }

        await base.DispatchToIntentHandler(context, item, bestIntent, result);
    }

    [LuisIntent("Greeting")]
    public async Task GreetingIntent(IDialogContext context, LuisResult result)
    {
        await this.ShowLuisResult(context, result);
    }

    //...
    //other intent handlers
    //...

    [LuisIntent("FindFood")]
    [LuisIntent("BuyFood")]
    public async Task FoodIntent(IDialogContext context, LuisResult result)
    {
        await this.ShowLuisResult(context, result);
    }

    [LuisIntent("FindOrBuyFood")]
    public async Task FindOrBuyFoodIntent(IDialogContext context, LuisResult result)
    {
        var food = "food";

        if (result.Entities.Count() > 0)
        {
            food = result.Entities[0].Entity;
        }

        List<string> options = new List<string>() { $"Find {food}", $"Buy {food}" };

        PromptDialog.Choice(
            context: context,
            resume: ChoiceReceivedAsync,
            options: options,
            prompt: "Hi. Please Select one option :",
            retry: "Please try again.",
            promptStyle: PromptStyle.Auto
            );
    }

    private async Task ChoiceReceivedAsync(IDialogContext context, IAwaitable<object> result)
    {
        var option = await result;

        //your code logic here

        await context.PostAsync($"You selected the '{option}'");

        context.Wait(MessageReceived);
    }

    private async Task ShowLuisResult(IDialogContext context, LuisResult result)
    {
        await context.PostAsync($"You have reached {result.Intents[0].Intent} intent.");
        context.Wait(MessageReceived);
    }
}

测试结果：

路易斯在两种意图之间进行选择

1 个答案: