Train rasa_core to predict the next intent according to stories.md
Need help for this one. I want to know how can I train my bot to predict the next intent according to what I have in stories.md.
To be clear: I have an intent ‘problem’ in this intent I don’t know what the user could tape. It can be every thing that the user qualify that it’s a problem for him. All what I know is that this intent will occur in a certain phase of the conversation . for example:
## story1
* greet
- utter_greet
* confirm
- utter_step1
* probleme
- action_SendIntentProbleme
- utter_probleme_site
So here I know that always after utter_step1 the user will give me his problem, and I don’t need to understand it I just need the bot to qualify it as intent problem to be able after this to execute action_sendintentproblem and then utter_problem_site. The bot answer for this intent is general. no matter what is the content of this intent.
I want my bot when listening to the user after Utter_step1 to know that the next input will be intent ‘probleme’, can I specify this in my data.md file? or do I need to add this in the configuration file and how?
Thank you for your help
rasa-nlu rasa-core
asked Nov 28 '18 at 10:29
chemssouchemssou
25
|
show 1 more comment
Need help for this one. I want to know how can I train my bot to predict the next intent according to what I have in stories.md.
To be clear: I have an intent ‘problem’ in this intent I don’t know what the user could tape. It can be every thing that the user qualify that it’s a problem for him. All what I know is that this intent will occur in a certain phase of the conversation . for example:
## story1
* greet
- utter_greet
* confirm
- utter_step1
* probleme
- action_SendIntentProbleme
- utter_probleme_site
So here I know that always after utter_step1 the user will give me his problem, and I don’t need to understand it I just need the bot to qualify it as intent problem to be able after this to execute action_sendintentproblem and then utter_problem_site. The bot answer for this intent is general. no matter what is the content of this intent.
I want my bot when listening to the user after Utter_step1 to know that the next input will be intent ‘probleme’, can I specify this in my data.md file? or do I need to add this in the configuration file and how?
Thank you for your help
rasa-nlu rasa-core
asked Nov 28 '18 at 10:29
chemssouchemssou
25
My first Idea to counter this is to tell the user to begin his sentance with : "the problem is: " and then in my data.md I declare an intent problem that contain : "the problem is:" But not sure if this will work always and then If I have a lot of these kind of intents I'll be asking the user each time to begin the sentance with something which is not good
– chemssou
Nov 28 '18 at 13:28
what kind of problems come under probleme intent? Are they specific health related issues that you are trying to capture?
– Srikar
Nov 30 '18 at 8:29
In fact it's about problems in management. It's in french but I'll try to give examples. One person can say: I can't find a way to make my project work. Another user will say: We don't communicate in our group. Another user will say: I have hard time with my employees, etc. And These are just examples that I came with, I don't know nothing about what a user could judge as problem for him
– chemssou
Nov 30 '18 at 11:07
One way is to treat it a default_fallback and then in the fallback action you could capture it and utter what you need and then fall back to the previous state.
– Srikar
Nov 30 '18 at 11:38
Thank you Srikar, can you please give an example on how to do this, or a documentation. I know what the default_fallback action is but I don't know how to use it as I want to. I'am new to this
– chemssou
Nov 30 '18 at 16:29
|
show 1 more comment
Need help for this one. I want to know how can I train my bot to predict the next intent according to what I have in stories.md.
To be clear: I have an intent ‘problem’ in this intent I don’t know what the user could tape. It can be every thing that the user qualify that it’s a problem for him. All what I know is that this intent will occur in a certain phase of the conversation . for example:
## story1
* greet
- utter_greet
* confirm
- utter_step1
* probleme
- action_SendIntentProbleme
- utter_probleme_site
So here I know that always after utter_step1 the user will give me his problem, and I don’t need to understand it I just need the bot to qualify it as intent problem to be able after this to execute action_sendintentproblem and then utter_problem_site. The bot answer for this intent is general. no matter what is the content of this intent.
I want my bot when listening to the user after Utter_step1 to know that the next input will be intent ‘probleme’, can I specify this in my data.md file? or do I need to add this in the configuration file and how?
Thank you for your help
rasa-nlu rasa-core
asked Nov 28 '18 at 10:29
chemssouchemssou
25
Need help for this one. I want to know how can I train my bot to predict the next intent according to what I have in stories.md.
To be clear: I have an intent ‘problem’ in this intent I don’t know what the user could tape. It can be every thing that the user qualify that it’s a problem for him. All what I know is that this intent will occur in a certain phase of the conversation . for example:
## story1
* greet
- utter_greet
* confirm
- utter_step1
* probleme
- action_SendIntentProbleme
- utter_probleme_site
So here I know that always after utter_step1 the user will give me his problem, and I don’t need to understand it I just need the bot to qualify it as intent problem to be able after this to execute action_sendintentproblem and then utter_problem_site. The bot answer for this intent is general. no matter what is the content of this intent.
I want my bot when listening to the user after Utter_step1 to know that the next input will be intent ‘probleme’, can I specify this in my data.md file? or do I need to add this in the configuration file and how?
Thank you for your help
rasa-nlu rasa-core
rasa-nlu rasa-core
asked Nov 28 '18 at 10:29
chemssouchemssou
25
asked Nov 28 '18 at 10:29
chemssouchemssou
25
asked Nov 28 '18 at 10:29
chemssouchemssou
25
asked Nov 28 '18 at 10:29
chemssouchemssou
25
asked Nov 28 '18 at 10:29
chemssouchemssou
25
25
My first Idea to counter this is to tell the user to begin his sentance with : "the problem is: " and then in my data.md I declare an intent problem that contain : "the problem is:" But not sure if this will work always and then If I have a lot of these kind of intents I'll be asking the user each time to begin the sentance with something which is not good
– chemssou
Nov 28 '18 at 13:28
what kind of problems come under probleme intent? Are they specific health related issues that you are trying to capture?
– Srikar
Nov 30 '18 at 8:29
In fact it's about problems in management. It's in french but I'll try to give examples. One person can say: I can't find a way to make my project work. Another user will say: We don't communicate in our group. Another user will say: I have hard time with my employees, etc. And These are just examples that I came with, I don't know nothing about what a user could judge as problem for him
– chemssou
Nov 30 '18 at 11:07
One way is to treat it a default_fallback and then in the fallback action you could capture it and utter what you need and then fall back to the previous state.
– Srikar
Nov 30 '18 at 11:38
Thank you Srikar, can you please give an example on how to do this, or a documentation. I know what the default_fallback action is but I don't know how to use it as I want to. I'am new to this
– chemssou
Nov 30 '18 at 16:29
|
show 1 more comment
My first Idea to counter this is to tell the user to begin his sentance with : "the problem is: " and then in my data.md I declare an intent problem that contain : "the problem is:" But not sure if this will work always and then If I have a lot of these kind of intents I'll be asking the user each time to begin the sentance with something which is not good
– chemssou
Nov 28 '18 at 13:28
what kind of problems come under probleme intent? Are they specific health related issues that you are trying to capture?
– Srikar
Nov 30 '18 at 8:29
In fact it's about problems in management. It's in french but I'll try to give examples. One person can say: I can't find a way to make my project work. Another user will say: We don't communicate in our group. Another user will say: I have hard time with my employees, etc. And These are just examples that I came with, I don't know nothing about what a user could judge as problem for him
– chemssou
Nov 30 '18 at 11:07
One way is to treat it a default_fallback and then in the fallback action you could capture it and utter what you need and then fall back to the previous state.
– Srikar
Nov 30 '18 at 11:38
Thank you Srikar, can you please give an example on how to do this, or a documentation. I know what the default_fallback action is but I don't know how to use it as I want to. I'am new to this
– chemssou
Nov 30 '18 at 16:29
My first Idea to counter this is to tell the user to begin his sentance with : "the problem is: " and then in my data.md I declare an intent problem that contain : "the problem is:" But not sure if this will work always and then If I have a lot of these kind of intents I'll be asking the user each time to begin the sentance with something which is not good
– chemssou
Nov 28 '18 at 13:28
My first Idea to counter this is to tell the user to begin his sentance with : "the problem is: " and then in my data.md I declare an intent problem that contain : "the problem is:" But not sure if this will work always and then If I have a lot of these kind of intents I'll be asking the user each time to begin the sentance with something which is not good
– chemssou
Nov 28 '18 at 13:28
what kind of problems come under probleme intent? Are they specific health related issues that you are trying to capture?
– Srikar
Nov 30 '18 at 8:29
what kind of problems come under probleme intent? Are they specific health related issues that you are trying to capture?
– Srikar
Nov 30 '18 at 8:29
In fact it's about problems in management. It's in french but I'll try to give examples. One person can say: I can't find a way to make my project work. Another user will say: We don't communicate in our group. Another user will say: I have hard time with my employees, etc. And These are just examples that I came with, I don't know nothing about what a user could judge as problem for him
– chemssou
Nov 30 '18 at 11:07
In fact it's about problems in management. It's in french but I'll try to give examples. One person can say: I can't find a way to make my project work. Another user will say: We don't communicate in our group. Another user will say: I have hard time with my employees, etc. And These are just examples that I came with, I don't know nothing about what a user could judge as problem for him
– chemssou
Nov 30 '18 at 11:07
One way is to treat it a default_fallback and then in the fallback action you could capture it and utter what you need and then fall back to the previous state.
– Srikar
Nov 30 '18 at 11:38
One way is to treat it a default_fallback and then in the fallback action you could capture it and utter what you need and then fall back to the previous state.
– Srikar
Nov 30 '18 at 11:38
Thank you Srikar, can you please give an example on how to do this, or a documentation. I know what the default_fallback action is but I don't know how to use it as I want to. I'am new to this
– chemssou
Nov 30 '18 at 16:29
Thank you Srikar, can you please give an example on how to do this, or a documentation. I know what the default_fallback action is but I don't know how to use it as I want to. I'am new to this
– chemssou
Nov 30 '18 at 16:29
|
show 1 more comment
1 Answer
1
active
oldest
votes
You could use forms for this use case.
The story should look like:
## story1
* greet
- utter_greet
* confirm
- utter_step1
- problem_form
- form{"name": "problem_form"}
- form{"name": null}
- action_SendIntentProbleme
- utter_probleme_site
In your domain file add:
intents:
...
slots:
problem_message
type: unfeaturized
...
forms:
- problem_form
actions:
- utter_ask_problem_message
templates:
utter_ask_problem_message:
text: "What is your problem?"
In your core policy configuration add the forms policy:
policies:
- name: FormPolicy
...
And then have a form like:
from rasa_core_sdk.forms import FormAction
class ProblemForm(FormAction):
"""Accept free text input from the user for suggestions"""
def name(self):
return "problem_form"
@staticmethod
def required_slots(tracker):
return ["problem_message"]
def slot_mappings(self):
return {"problem_message": self.from_text()}
def submit(self, dispatcher, tracker, domain):
return
This form will call utter_ask_problem_message until the slot is filled by the user. As we call self.from_text() the slot will be filled with the whole message.
answered Nov 28 '18 at 16:27
TobiasTobias
590311
Yes I see, but the problem in my intent problem is that the user can realy say anything that come in mind. I can give 30 examples of intent problem and the one the user give will be very different. For my counter idea I know it has nothing to loses the fact that I'am using an intellegent bot. But I didn't find another way to do it.
– chemssou
Nov 29 '18 at 8:31
Yes I see, but the problem in my intent problem is that the user can realy say anything that come in mind. I can give 30 examples of intent problem and the one the user give will be very different. For my counter idea I know it loses the fact that I'am using an intellegent bot. But I didn't find another way to do it.
– chemssou
Nov 29 '18 at 8:41
@chemssou I now had a similar problem to yours, and solved it using forms. I edited my answer with the suggested solution.
– Tobias
Dec 14 '18 at 13:48
thank you very much
– chemssou
Dec 20 '18 at 13:18
You're welcome :-) please accept the answer as correct if this did help you so that other users can find it.
– Tobias
Dec 20 '18 at 14:54
|
show 3 more comments
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1 Answer
1
active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
You could use forms for this use case.
The story should look like:
## story1
* greet
- utter_greet
* confirm
- utter_step1
- problem_form
- form{"name": "problem_form"}
- form{"name": null}
- action_SendIntentProbleme
- utter_probleme_site
In your domain file add:
intents:
...
slots:
problem_message
type: unfeaturized
...
forms:
- problem_form
actions:
- utter_ask_problem_message
templates:
utter_ask_problem_message:
text: "What is your problem?"
In your core policy configuration add the forms policy:
policies:
- name: FormPolicy
...
And then have a form like:
from rasa_core_sdk.forms import FormAction
class ProblemForm(FormAction):
"""Accept free text input from the user for suggestions"""
def name(self):
return "problem_form"
@staticmethod
def required_slots(tracker):
return ["problem_message"]
def slot_mappings(self):
return {"problem_message": self.from_text()}
def submit(self, dispatcher, tracker, domain):
return
This form will call utter_ask_problem_message until the slot is filled by the user. As we call self.from_text() the slot will be filled with the whole message.
answered Nov 28 '18 at 16:27
TobiasTobias
590311
Yes I see, but the problem in my intent problem is that the user can realy say anything that come in mind. I can give 30 examples of intent problem and the one the user give will be very different. For my counter idea I know it has nothing to loses the fact that I'am using an intellegent bot. But I didn't find another way to do it.
– chemssou
Nov 29 '18 at 8:31
Yes I see, but the problem in my intent problem is that the user can realy say anything that come in mind. I can give 30 examples of intent problem and the one the user give will be very different. For my counter idea I know it loses the fact that I'am using an intellegent bot. But I didn't find another way to do it.
– chemssou
Nov 29 '18 at 8:41
@chemssou I now had a similar problem to yours, and solved it using forms. I edited my answer with the suggested solution.
– Tobias
Dec 14 '18 at 13:48
thank you very much
– chemssou
Dec 20 '18 at 13:18
You're welcome :-) please accept the answer as correct if this did help you so that other users can find it.
– Tobias
Dec 20 '18 at 14:54
|
show 3 more comments
You could use forms for this use case.
The story should look like:
## story1
* greet
- utter_greet
* confirm
- utter_step1
- problem_form
- form{"name": "problem_form"}
- form{"name": null}
- action_SendIntentProbleme
- utter_probleme_site
In your domain file add:
intents:
...
slots:
problem_message
type: unfeaturized
...
forms:
- problem_form
actions:
- utter_ask_problem_message
templates:
utter_ask_problem_message:
text: "What is your problem?"
In your core policy configuration add the forms policy:
policies:
- name: FormPolicy
...
And then have a form like:
from rasa_core_sdk.forms import FormAction
class ProblemForm(FormAction):
"""Accept free text input from the user for suggestions"""
def name(self):
return "problem_form"
@staticmethod
def required_slots(tracker):
return ["problem_message"]
def slot_mappings(self):
return {"problem_message": self.from_text()}
def submit(self, dispatcher, tracker, domain):
return
This form will call utter_ask_problem_message until the slot is filled by the user. As we call self.from_text() the slot will be filled with the whole message.
answered Nov 28 '18 at 16:27
TobiasTobias
590311
Yes I see, but the problem in my intent problem is that the user can realy say anything that come in mind. I can give 30 examples of intent problem and the one the user give will be very different. For my counter idea I know it has nothing to loses the fact that I'am using an intellegent bot. But I didn't find another way to do it.
– chemssou
Nov 29 '18 at 8:31
Yes I see, but the problem in my intent problem is that the user can realy say anything that come in mind. I can give 30 examples of intent problem and the one the user give will be very different. For my counter idea I know it loses the fact that I'am using an intellegent bot. But I didn't find another way to do it.
– chemssou
Nov 29 '18 at 8:41
@chemssou I now had a similar problem to yours, and solved it using forms. I edited my answer with the suggested solution.
– Tobias
Dec 14 '18 at 13:48
thank you very much
– chemssou
Dec 20 '18 at 13:18
You're welcome :-) please accept the answer as correct if this did help you so that other users can find it.
– Tobias
Dec 20 '18 at 14:54
|
show 3 more comments
You could use forms for this use case.
The story should look like:
## story1
* greet
- utter_greet
* confirm
- utter_step1
- problem_form
- form{"name": "problem_form"}
- form{"name": null}
- action_SendIntentProbleme
- utter_probleme_site
In your domain file add:
intents:
...
slots:
problem_message
type: unfeaturized
...
forms:
- problem_form
actions:
- utter_ask_problem_message
templates:
utter_ask_problem_message:
text: "What is your problem?"
In your core policy configuration add the forms policy:
policies:
- name: FormPolicy
...
And then have a form like:
from rasa_core_sdk.forms import FormAction
class ProblemForm(FormAction):
"""Accept free text input from the user for suggestions"""
def name(self):
return "problem_form"
@staticmethod
def required_slots(tracker):
return ["problem_message"]
def slot_mappings(self):
return {"problem_message": self.from_text()}
def submit(self, dispatcher, tracker, domain):
return
This form will call utter_ask_problem_message until the slot is filled by the user. As we call self.from_text() the slot will be filled with the whole message.
answered Nov 28 '18 at 16:27
TobiasTobias
590311
You could use forms for this use case.
The story should look like:
## story1
* greet
- utter_greet
* confirm
- utter_step1
- problem_form
- form{"name": "problem_form"}
- form{"name": null}
- action_SendIntentProbleme
- utter_probleme_site
In your domain file add:
intents:
...
slots:
problem_message
type: unfeaturized
...
forms:
- problem_form
actions:
- utter_ask_problem_message
templates:
utter_ask_problem_message:
text: "What is your problem?"
In your core policy configuration add the forms policy:
policies:
- name: FormPolicy
...
And then have a form like:
from rasa_core_sdk.forms import FormAction
class ProblemForm(FormAction):
"""Accept free text input from the user for suggestions"""
def name(self):
return "problem_form"
@staticmethod
def required_slots(tracker):
return ["problem_message"]
def slot_mappings(self):
return {"problem_message": self.from_text()}
def submit(self, dispatcher, tracker, domain):
return
This form will call utter_ask_problem_message until the slot is filled by the user. As we call self.from_text() the slot will be filled with the whole message.
answered Nov 28 '18 at 16:27
TobiasTobias
590311
edited Dec 14 '18 at 13:47
answered Nov 28 '18 at 16:27
TobiasTobias
590311
answered Nov 28 '18 at 16:27
TobiasTobias
590311
answered Nov 28 '18 at 16:27
TobiasTobias
590311
590311
Yes I see, but the problem in my intent problem is that the user can realy say anything that come in mind. I can give 30 examples of intent problem and the one the user give will be very different. For my counter idea I know it has nothing to loses the fact that I'am using an intellegent bot. But I didn't find another way to do it.
– chemssou
Nov 29 '18 at 8:31
Yes I see, but the problem in my intent problem is that the user can realy say anything that come in mind. I can give 30 examples of intent problem and the one the user give will be very different. For my counter idea I know it loses the fact that I'am using an intellegent bot. But I didn't find another way to do it.
– chemssou
Nov 29 '18 at 8:41
@chemssou I now had a similar problem to yours, and solved it using forms. I edited my answer with the suggested solution.
– Tobias
Dec 14 '18 at 13:48
thank you very much
– chemssou
Dec 20 '18 at 13:18
You're welcome :-) please accept the answer as correct if this did help you so that other users can find it.
– Tobias
Dec 20 '18 at 14:54
|
show 3 more comments
Yes I see, but the problem in my intent problem is that the user can realy say anything that come in mind. I can give 30 examples of intent problem and the one the user give will be very different. For my counter idea I know it has nothing to loses the fact that I'am using an intellegent bot. But I didn't find another way to do it.
– chemssou
Nov 29 '18 at 8:31
Yes I see, but the problem in my intent problem is that the user can realy say anything that come in mind. I can give 30 examples of intent problem and the one the user give will be very different. For my counter idea I know it loses the fact that I'am using an intellegent bot. But I didn't find another way to do it.
– chemssou
Nov 29 '18 at 8:41
@chemssou I now had a similar problem to yours, and solved it using forms. I edited my answer with the suggested solution.
– Tobias
Dec 14 '18 at 13:48
thank you very much
– chemssou
Dec 20 '18 at 13:18
You're welcome :-) please accept the answer as correct if this did help you so that other users can find it.
– Tobias
Dec 20 '18 at 14:54
Yes I see, but the problem in my intent problem is that the user can realy say anything that come in mind. I can give 30 examples of intent problem and the one the user give will be very different. For my counter idea I know it has nothing to loses the fact that I'am using an intellegent bot. But I didn't find another way to do it.
– chemssou
Nov 29 '18 at 8:31
Yes I see, but the problem in my intent problem is that the user can realy say anything that come in mind. I can give 30 examples of intent problem and the one the user give will be very different. For my counter idea I know it has nothing to loses the fact that I'am using an intellegent bot. But I didn't find another way to do it.
– chemssou
Nov 29 '18 at 8:31
Yes I see, but the problem in my intent problem is that the user can realy say anything that come in mind. I can give 30 examples of intent problem and the one the user give will be very different. For my counter idea I know it loses the fact that I'am using an intellegent bot. But I didn't find another way to do it.
– chemssou
Nov 29 '18 at 8:41
Yes I see, but the problem in my intent problem is that the user can realy say anything that come in mind. I can give 30 examples of intent problem and the one the user give will be very different. For my counter idea I know it loses the fact that I'am using an intellegent bot. But I didn't find another way to do it.
– chemssou
Nov 29 '18 at 8:41
@chemssou I now had a similar problem to yours, and solved it using forms. I edited my answer with the suggested solution.
– Tobias
Dec 14 '18 at 13:48
@chemssou I now had a similar problem to yours, and solved it using forms. I edited my answer with the suggested solution.
– Tobias
Dec 14 '18 at 13:48
thank you very much
– chemssou
Dec 20 '18 at 13:18
thank you very much
– chemssou
Dec 20 '18 at 13:18
You're welcome :-) please accept the answer as correct if this did help you so that other users can find it.
– Tobias
Dec 20 '18 at 14:54
You're welcome :-) please accept the answer as correct if this did help you so that other users can find it.
– Tobias
Dec 20 '18 at 14:54
|
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My first Idea to counter this is to tell the user to begin his sentance with : "the problem is: " and then in my data.md I declare an intent problem that contain : "the problem is:" But not sure if this will work always and then If I have a lot of these kind of intents I'll be asking the user each time to begin the sentance with something which is not good
– chemssou
Nov 28 '18 at 13:28
what kind of problems come under probleme intent? Are they specific health related issues that you are trying to capture?
– Srikar
Nov 30 '18 at 8:29
In fact it's about problems in management. It's in french but I'll try to give examples. One person can say: I can't find a way to make my project work. Another user will say: We don't communicate in our group. Another user will say: I have hard time with my employees, etc. And These are just examples that I came with, I don't know nothing about what a user could judge as problem for him
– chemssou
Nov 30 '18 at 11:07
One way is to treat it a default_fallback and then in the fallback action you could capture it and utter what you need and then fall back to the previous state.
– Srikar
Nov 30 '18 at 11:38
Thank you Srikar, can you please give an example on how to do this, or a documentation. I know what the default_fallback action is but I don't know how to use it as I want to. I'am new to this
– chemssou
Nov 30 '18 at 16:29