Is it possible to get a conifdence score for all intents for a query in Dialogflow? This would be helpful in navigating flow of conversation.
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Is there a way to preview the intent response with confidence score without actually triggering parameters to be filled, possible fulfilment web hooks to be called, etc.
I know Amazon Lex has a "preview intent" call that lets you preview what the response might be before actually doing the official call for a response/fulfillment.
I'm trying to be able to filter the the responses from multiple bots and choose the one with the highest confidence score and I don't want to trigger fulfilment for any bot that isn't going to be used in the dialog.
Dialogflow as of today, does not provide an option to predict the response of an intent before it is being triggered.
Dialogflow ES has Intent matching, and you might be able to do something like the next-best-intents solution, if that helps.
During Chatbot Creation with Dialogflow, suppose user asked some question which wasn't save in intent then how the System will respond that question, in case I'm getting such question, then how we'll deal with it?
When creating a Dialogflow bot you train your bot to respond to phrases by adding them to intents. Any phrases that Dialogflow cannot match to your intents will be handled by a fallback intent. Each Dialogflow bot will have atleast 1 fallback intent called the Default Fallback intent.
In this intent you can set the standard response which you want to use when a user answers with a phrase that your bot doesn't understand.
Besides the default fallback intent you can also add extra fallback intents. You could do this if you want to give a more helpful response to guide your user back on track. This also allows you to set a certain context so that the user doesn't go back to the start of the conversation when they enter something the bot doesn't understand. You can do this by clicking the Add follow-up intent option and selecting fallback from the dropdown.
I am building a simple quiz bot with Dialogflow.
When I detect a "start of quiz", I am able to send a Quick Reply with 3 proposals, thanks to the fulfilment on the Question intent.
However, when the user clicks on one of the proposed answers, I need to have that response back to my backend so I can check the result and finally give a score, for example.
Basically, the "response-check" intent should be automatic right after the quick reply and Dialogflow should not try to understand that response.
Is there any way to easily achieve this?
Using "events" you can directly trigger an intent. Or if you are only using Dialogflow console for training, better to have an output context say "check-answer" as an input context to your answer checking intent and use the same "check-answer" as output context to all your questions intent.
I am New to the Google dialogflow.
I created the Agent and intents.
Now i gave some user utterances (Training Phase) in intent. When user input related to the training phase response is coming.
User input other than the utterances it is going to fallback intent.
But i need user input does not matches to the utterances dialogflow must give the appropriate response as user need.
how to solve the situation.
Thanks in advance
I believe there are two options for your situation:
Create more intents and train them to improve your agent's accuracy for the intents. This is what you are supposed to do if you have a lot of training data. If not, try the option 2.
Create a custom Fallback Intent with an input/output context.
Option 1. is obvious like sid8491 is saying.
Option 2. is kind of a hack, but I think it can solve your situation by providing the correct input context and solved mine too.
One example is when you want to ask users to write feedback. Since users can write any feedback (i.e. it's hard to train the feedback intent with data beforehand), this is where a custom fallback intent comes in. Since you expect feedback from your user, you set an input context for your custom feedback fallback intent and users response (feedback) will match your feedback intent.
You can create a custom Fallback Intent by clicking the three dots right next to "CREATE INTENT" in Intent tab.
Hope it helps.
I am trying to create a Chatbot through API.AI. Now my chatbot has a flow and it responds based on the users query. So I have created many Follow up Intents. But my follow up intents are not connecting. It is returning the same respinse for the initial question. Where did i go wrong?
Would help to see what your intent looks like. From what you're saying though, it may be that the previous question is not getting the answer its looking for so it will just continue asking it until it does. Check your entity value under action within your intent.