No video :(

35 - How to implement Conversation Language Understanding in Bot Composer

Подписаться 2,6 тыс.

Просмотров 14 тыс.

50% 1

Azure Cognitive Services for Language offers a variety of custom features, including Conversational Language Understanding (CLU). This cloud-based API service uses machine learning to allow you to create a natural language understanding component for your end-to-end conversational application.
CLU is specifically designed to help you build customized natural language understanding models. These models can predict the overall intention of a user's input and extract important information from it. However, it does not take any actions based on that understanding. To create a CLU project, developers can label utterances, train the model, and evaluate its performance before making it available for use. The quality of the labeled data is crucial to the model's success.
To make the process of building and customizing your model more straightforward, Azure Cognitive Services for Language offers a custom web portal that can be accessed through the Language Studio.
This video provides guidance on how to integrate Conversational Language Understanding (CLU) into Bot Composer. The aim is to equip your bot with the ability to comprehend natural language input and provide appropriate responses.

Опубликовано:

6 сен 2024

Ссылка:

Скачать:

Готовим ссылку...

Добавить в:

Мой плейлист

Посмотреть позже

Комментарии : 43

@danielschripsema803 Год назад

Thank youuu for this video!

@VinothRajendran Год назад

You're so welcome!

@ACatCalledSnow Месяц назад

Thank you very much for this. It took me ages to figure this out because Microsoft has doesn't really explain it and Bot Framework Composer still has LUIS integration when it should have CLU. But why do we need to train the CLU model in language studio? Thanks again.

@VinothRajendran Месяц назад

LUIS has been retired. CLU is the next version of LUIS, and essentially, they are the same. Based on my assumption, Bot Composer is nearly obsolete, so there are unlikely to be any new features.

@ACatCalledSnow Месяц назад

@@VinothRajendran Thank you for replying. Do you know where I can go to learn more about Bot Composer Framework? For example, I want to get my bot to ask the user for their name, capture the input, but, recognise the name amongst text. So, if the bot asks the user their name and they reply 'My name is John' the bot should reply 'Hello, John', not 'Hello My name is John' - does that make sense? I can't figure it out - do you have a video on it? Thank you, Vinoth. I'm going through your videos on this slowly.

@Ranbuli Месяц назад

Very helpful video. There is an issue. Unlike the native Luis connection, this CLU plug-in only returns the top intent in turn.recognized object. Any suggestion to get all intents and scores as using Luis?

@VinothRajendran Месяц назад

I think it's possible. One way might be to get the code and extend it as you want.

@formosaboba Год назад

Hello! Thank you for your video, how do you implement entities/build them like the one in this video? I thought I was doing it correctly but I cannot get it to recognize

@VinothRajendran Год назад

you have to create in CLU

@caseyspaulding Год назад

Thank you.

@Skrewball720 Год назад

Really appreciate this video, nice work. I am able to get this to work when using 1 dialog however when splitting intents across dialogs it doesn't seem to work. I tested creating a new language project per dialog but that doesn't seem to work either. Does this method only work for the first dialog?

@VinothRajendran Год назад

Yes , Try to handle all the CLU in main dialog from redirect to different dialog

@vishwanathraja7969 Год назад

How to add both custom question answering and clu Json in botframework composer

@VinothRajendran Год назад

you have to write custom action

@vishwanathraja7969 Год назад

@@VinothRajendran can you share any documents regarding custom action That will be more helpful

@VinothRajendran Год назад

Only custom action doc is available you have write your own logic to implement this feature

@dhivyabharathi6029 11 месяцев назад

How to convert the CLU generated json to c# class file like Luisgenerator ?

@VinothRajendran 11 месяцев назад

you mean result ?

@dhivyabharathi6029 11 месяцев назад

Recently composer is throwing error, while going to package manager Console. Please guide

@VinothRajendran 11 месяцев назад

please share the error details

@rajdeepray6776 Год назад

Hello! Thank you for your video, I want to use both CQA and CLU respectively. Is there any way to do that?

@VinothRajendran Год назад

you can write own custom action to handle that

@rajdeepray6776 Год назад

@@VinothRajendran Can we add the configuration for both CQA and CLU under the same root dialog?

@VinothRajendran Год назад

@@rajdeepray6776 not sure may be you can try

@sachinv9923 Год назад

{ “lgType”: “Activity”, “text”: { "statusCode": 404,"reasonPhrase": "A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond.","headers": {},"content": null } } Hi sir, I'm facing this error. I am able to call the API in the local environment(Bot Composer) but I'm not able to call the same API after I publish the bot in azure.

@VinothRajendran Год назад

in general after published your bot its working!

@sachinv9923 Год назад

@@VinothRajendran No sir, it's not working please help me

@VinothRajendran Год назад

will do remote session can you send teams link

@Julien-if7px Год назад

Hi did you find the solution ? I face same issue in my BotDialog, with bot composer in local I get the response of the API, but when I publish it to WebAppService, the response is not fetched. BotDialog can be pursued but I do not capture my entities

@dhivyabharathi6029 11 месяцев назад

Could not load component list:Error certificate has expired *** Could not merge components ***

@VinothRajendran 11 месяцев назад

It appears that the system's firewall is blocking URLs associated with bot components.