I am trying to understand how multi-project importer will handle intents with same name across multiple projects. Below are the two situations:
Import a project into another project where both the projects have intents with same. I assume it should merge it which seems to be the right behavior and not override it
In the second case, there is no imports, but multiple projects have intents with the same name. Again, I assume it should merge it when it rolls up for training and prediction.
This doubt came about because we have intent called “inform” in multiple domains/projects and would like to understand how rasa would handle. Appreciate any help.
Import a project into another project where both the projects have intents with same. I assume it should merge it which seems to be the right behavior and not override it
Yes, it’s currently merged.
In the second case, there is no imports, but multiple projects have intents with the same name.
I’m not sure I understand this case entirely. If there are no imports, it won’t import other data.
@Tobias_Wochinger: thanks for your response. The second case I was eluding to was around multiple projects that are totally disjoint i.e. no common imports, but these projects have same intent names for example chitchat. Since rasa trainer builds a single model, then how it is handled?
On a related topic, when I start the rasa interactive, I see the following message which I not able to make sense of:
2019-12-08 14:58:58 WARNING rasa.core.training.generator - There is no starting story block in the training data. All your story blocks start with some checkpoint. There should be at least one story block that starts without any checkpoint.
There is no use of checkpoints in my stories, but see this message only when using multi-project importer. Appreciate any help.
i.e. no common imports, but these projects have same intent names for example chitchat. Since rasa trainer builds a single model, then how it is handled?
But you are still training them together right? Or would you train them separately? In the first case, you’d have to add imports which then would lead to merging all data.
I see the following message which I not able to make sense of: 2019-12-08 14:58:58 WARNING rasa.core.training.generator - There is no starting story block in the training data. All your story blocks start with some checkpoint.
I’d have to see your stories / project for that. My best guess is that this is a bug. Can you share a minimal example project to reproduce this? That would be awesome, thanks!
text: “You can book a sales call or subscribe to our newsletter.”
utter_ask_isbot:
text: “Yep, I’m a bot!”
utter_ask_howold:
text: “42.”
text: “Old enough to be a bot.”
text: “Age is just an issue of mind over matter. If you don’t mind, it doesn’t matter.”
utter_ask_languagesbot:
text: “I can spell baguette in French, but unfortunately English is the only language I can answer you in.”
text: “I am in the process of learning, but at the moment I can only speak English.”
utter_ask_restaurant:
text: “I’m sorry, I can’t recommend you a restaurant as I usually cook at home.”
utter_ask_time:
text: “It’s the most wonderful time of the year!”
utter_ask_wherefrom:
text: “I was born in Berlin, but I consider myself a citizen of the world.”
text: “I was born in the coolest city on Earth.”
utter_ask_whoami:
text: “I hope you are being yourself.”
utter_handleinsult:
text: “That’s not very nice ”
utter_nicetomeeyou:
text: “Thank you. It is a pleasure to meet you as well!”
text: “It is nice to meet you too!”
text: “Pleased to meet you too!”
text: “Likewise!”
utter_telljoke:
text: “Why are eggs not very much into jokes? - Because they could crack up.”
text: “Do you know a tree’s favorite drink? - Root beer!”
text: “Why do the French like to eat snails so much? - They can’t stand fast food.”
utter_ask_whatismyname:
text: “It’s probably the one that your parents chose for you.”
utter_ask_howbuilt:
text: “I was built with a lot of love and patience.”
utter_ask_whoisit:
text: “I’m the xxxxx bot! ”
utter_ask_to_complete_form:
text: “Do you want to get to completing {form_name}?”
utter_ask_whatisnvoice:
text: “Nueva Voice is a platform for integration with SaaS apps!
You can read more about it here in the docs or on our website (https://www.nvoice.ai/docs).”
utter_nohelp:
text: “For now that’s all I can do, so feel free to try it out.
If you have any suggestions for what I should learn, let me know!”
projects/common/data/nlu_data.md:
intent: greetings
Hi
Hey
Hi bot
intent: thanks
thanks
thank you
Thanks a lot
Thanks a bunch
intent: foo_help
foo
describe your foo skills
what can you do in foo
tell me what you can do in foo
intent: bar_help
bar
describe your bar skills
what can you do in bar
intent: goodbye
um thank you good bye
okay cool uh good bye thank you
okay thank you good bye
intent:deny
no
no, let’s try again
uh no
uh no, let’s try again
intent:affirm
yeah
correct
ye
uh yes
let’s do it
yeah
intent:chitchat
can you share your boss with me?
i want to get to know your owner
i want to know the company which designed you
i want to know the company which generated you
intent:out_of_scope
I want pizza
please help with my ice cream it’s dripping
no wait go back i want a dripping ice cream but a cone that catches it so you can drink the ice cream later
i want a non dripping ice cream
hey little mama let em whisper in your ear
intent:stop
ok then you cant help me
that was shit, you’re not helping
you can’t help me
you can’t help me with what i need
intent:rollback
redo the previous input
rollback the last input
delete the previous input
intent:ask_builder
can you share your boss with me?
i want to get to know your owner
i want to know the company which designed you
i want to know the company which generated you
i want to know the company which invented you
i want to know who invented you
intent:ask_weather
How is the weather today?
What’s the weather like?
How is the weather?
What is the weather at your place?
Do you have good weather?
Is it raining?
intent:ask_howdoing
Ahoy matey how are you?
are you alright
are you having a good day
Are you ok?
are you okay
intent:ask_whatspossible
help
help please
i don’t know what i want
I need some help
options
show me the menu
intent:ask_whoisit
who is this
who am i talking to
what’s your name
who am i speaking with
who r u
intent:ask_isbot
are you a bot?
are you a real bot?
are you a bot
are you really a bot
intent:ask_languagesbot
Which languages do you speak?
What are the languages you can speak?
In which languages can you speak?
What languages do you know?
intent:ask_restaurant
restaurants
can i be shown a gluten free restaurant
i want a french restaurant
i’m looking for a Chinese restaurant
I need a new restaurant
intent:ask_time
what is the current time?
what is the time in Sydney?
whats the time now
what is the time ?
intent:ask_whatismyname
what is my name?
May i know my name?
What is my name?
intent:ask_wherefrom
where do you live
where are you from?
So where are you from
Where are you?
intent:ask_whoami
Who am I?
Okay who am I?
WHo am I
Tell me who am I?
Tell me who I am?
intent:ask_howbuilt
How were you built?
How were you made?
I’d like to know how you were created
intent:ask_whatisnvoice
How does Rasa work?
Can you tell me more about rasa?
What does Rasa build?
What do you do at Rasa?
projects/common/data/stories.md:
greetings
greetings
utter_greet
thanks
thanks
utter_thanks
goodbye
goodbye
utter_goodbye
greet_followed_by_goodbye
greetings
utter_greet
goodbye
utter_ask_why_leaving
help_01
ask_whatspossible
utter_nvoice_help
affirm
utter_describe_foo
utter_describe_bar
help_02
ask_whatspossible
utter_nvoice_help
foo_help
utter_describe_foo
help_03
ask_whatspossible
utter_nvoice_help
bar_help
utter_describe_bar
help_04
ask_whatspossible
utter_nvoice_help
deny
utter_start
chitchat
ask_weather OR ask_builder OR ask_howdoing OR ask_whoisit OR ask_whatisnvoice OR ask_isbot OR ask_howold OR ask_languagesbot OR ask_restaurant OR ask_time OR ask_wherefrom OR ask_whoami OR handleinsult OR nicetomeeyou OR telljoke OR ask_whatismyname OR ask_howbuilt
action_chitchat
more chitchat
ask_weather OR ask_builder OR ask_howdoing OR ask_whoisit OR ask_whatisnvoice OR ask_isbot OR ask_howold OR ask_languagesbot OR ask_restaurant OR ask_time OR ask_wherefrom OR ask_whoami OR handleinsult OR nicetomeeyou OR telljoke OR ask_whatismyname OR ask_howbuilt
action_chitchat
ask_weather OR ask_builder OR ask_howdoing OR ask_whoisit OR ask_whatisnvoice OR ask_isbot OR ask_howold OR ask_languagesbot OR ask_restaurant OR ask_time OR ask_wherefrom OR ask_whoami OR handleinsult OR nicetomeeyou OR telljoke OR ask_whatismyname OR ask_howbuilt
@jkothamb Can you please break down the example to a minimal one (only as much as is needed to reproduce the problem)? That would it make easier to grasp your setup and debug it. Thanks
Has anyone successfully tried multi project import .I would like to know when and how and what issues might come once I do them specially with those with same nlu data .If nlu data with intent names different will it obey the story response of the that project or will it merge
Eg :
Proj 1
intent1
i like ice cream in xxxx
Proj2
intent2:
I like ice cream in YYYYY
Story file of both are different ie ; these intent have different responses
Now when I do multiimport what will happen.
utter_nvoice_help:
"
”
utter_ask_weather:
”
”
”
utter_nicetomeeyou:
”
utter_ask_to_complete_form:
