Chatbot: rasa-demoでチャットボット ver. 5

ver. 5で赤字部分を加筆しました。

次の文書にしたがってチャットボットRasaをインストールし、会話します。Pythonになじみのない人向けに解説を加えました私自身素人なので、間違っている内容もあるかもしれません。間違いに気づき次第修正します。

 

rasa-demo

 

macOS Mojave ver. 10.14で実行しました。

 

I.目標

次の内容のChatbotの作成

  • Rasa newsletterの購読
  • Rasa’s sales teamへの連絡案内

 

II.仮想環境の構築

 

仮想環境を構築して、プログラムを実行します。仮想環境は簡単に作成、削除できます。私はcondaで構築し、パッケージ・マネージャーのcondaとpipを併用しています。

両方を用いるのはよくないとのコメントもあり、実際トラブルも多いようですが、初心者としては、 両方を用いた方がわかりやすいです。解決できないトラブルに出会えば、その仮想環境を捨てて、あらたに仮想環境を作れば大丈夫だと思います。

仮想環境の構築方法は次に書きました。

 

Python:pipとcondaでよく使うコマンド

 

ターミナルで次のコマンドを実行し、仮想環境に移動します。

 

source activate YOURENVIRONMENT

 

III.githubからrepositoryをコンピュータにクローンし実行

 

1.ターミナルで次のコマンドを実行し、githubにあるファイルをコンピュータにダウンロードします。

 

git clone http://githubcom/RasaHQ/rasa-demo.git

 

解説.git cloneはgithub上にあるファイルやディレクトリと同じ構造でコンピュータにダウンロードする指示です。

 

2.ターミナルで次のコマンドを実行し、ダウンロードしたrasa-demo出入れクトリに移動します。

 

cd rasa-demo

 

解説.cdはchange directoriesのことで、ディレクトリの移動の指示です。

 

3.ターミナルで次のコマンドを実行し、それぞれ適切なバージョンをインストールします。

 

pip install -e .

 

解説

pipは、Phthonといっしょにインストールされるパッケージ・マネージャーです。install -e .は、ディレクトリ内にあるrequirements.txtファイルに書かれているバージョンのプログラムをインストールする指示です。

 

Jupyter notebookをインストールしていると、次のようにipythonでエラーが出ますが、jupyter notebookを利用しないので、そのままにしておきます。バージョンを調整すると、会話できなくなるので注意してください。

それ以外のエラーについては、続けて作業できないようなら、適切なバージョンをインストールします。

 

 

IV.トレーニング

 

ターミナルで次のコマンドを実行し、core modelでトレーニングします。

 

make train-core

 

ターミナルで次のコマンドを実行し、train modelでトレーニングします。

 

make train-nlu

 

V.ターミナルで会話

 

ターミナルで次のコマンドを実行し、適当な言葉を書いて会話します。

 

make run-cmdline

 

解説.冒頭にリンクした文書では、docker run -p 8000:8000 rasa/ducklingを実行するとありますが、Dockerで仮想環境を作っていない場合は、省略します。

ただし、一部の応答に反応しません。Dockerとは関係ないように思いますが、Dockerをインストールしましたので、Dockerを利用する方法を試してみます。

 

VI.スクリプトの解説

 

 

ボットとのチャット

 

 

VII.ボットが理解できる言葉

 

ユーザーの日常言語の書き込みを意図に分類して理解します。下が意図のリストです。nlu.mdファイルに書かれています。

つまり、botoはこのリストで書き込みの意図を理解し、答えを返します。

解説.日常言語は、理論言語や形式言語に対立するもので、人工的に作られたのではない、ふつうに使われいる言葉です。

 

## intent:ask_faq_platform
- what is rasa platform
## intent:ask_faq_languages
- what languages does rasa support
## intent:ask_faq_tutorialcore
- tutorial for NLU and core
## intent:ask_faq_tutorialnlu
- tutorial for NLU and core
## intent:ask_faq_opensource
- is rasa open source
## intent:ask_faq_voice
- rasa & voice / alexa
## intent:ask_faq_slots
- what are slots
## intent:ask_faq_channels
- what channels does rasa support
## intent:ask_faq_differencecorenlu
- difference core and NLU

## 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
- May I ask who invented you?
- please tell me the company who created you
- please tell me who created you
- tell me more about your creators
- tell me more about your founders
- which company brought you into existence?
- which company created you?
- which company invented you?
- Who's your boss?
- Who's your builder?
- Who built you?
- Who created you?
- Who is your creator?
- Who designed you?
- who do you work for?
- Who fabricated you?
- Who generated you?
- who had the idea to build you?
- who had the idea to generate you?
- who had the idea to make you?
- who is behind all this?
- Who is the legal owner of you?
- who is your boss tell me
- who is your boss?
- who is your creator?
- Who is your programmer?
- Who made you?
- Who modeled you?
- Who owns you?
- Who produced you?
- Who thought to make you?
- Who went through the trouble of setting you up?
- and who built u?
- who built you?
- who build yoi
- who made you?
- where were you made?
- why were you made?
- how were you made?
- who created you?

## intent:ask_howdoing
- Ahoy matey how are you?
- are you alright
- are you having a good day
- Are you ok?
- are you okay
- Do you feel good?
- how are things going
- how are things with you?
- How are things?
- how are you
- how are you doing
- how are you doing this morning
- how are you feeling
- how are you today
- How are you?
- how do you do?
- how have you been
- how is it going
- how is your day
- how is your day going
- how is your evening
- How was your day?
- How's it going
- How's it hanging?
- how's life
- how's life been treating you?
- How's life treating you friend?
- how's your day going
- How've you been?
- I'm fine and you
- is everything all right
- Is everything ok?
- is everything okay
- what about your day
- What's going on?
- what's good
- What's new?
- What's up man
- What's up
- how are you?
- Do you have a great day?
- how are you doing today my sweet friend
- how are you doing?
- how are u
- How are 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?
- What's it like out there?
- Is it hot or cold?
- Beautiful day, isn't it?
- What's the weather forecast?
- Is it quite breezy outside?
- Will I require my raincoat today?
- What is the weather for tomorrow?
- Nice day out today?
- What is the temperature today?
- Can we expect any thunderstorms?
- Will the skies be clear today?
- Are we in for a scorcher?
- Looks like a beautiful day hey?
- Will we build a snowman today?
- Is it humid out there today?
- Are there any meteorological changes that I need to be aware of?
- whats the weather like tomorrow
- hows the weather in bot world
- how is the weather in berlin?
- what's the weather today?
- how's the weather?
- what's the weather like where you are?
- is the sun out where you are?
- is it sunny
- is the sun out where zou are?
- what"s the weather
- whats the weather in berlin?
- how's the weather in berlin

## intent:ask_whatisrasa
- How does Rasa work?
- Can you tell me more about rasa?
- What does Rasa build?
- What do you do at Rasa?
- What is Rasa?
- What does Rasa make?
- Can you tell me what Rasa does?
- Give me more information about Rasa
- what does rasa do?
- I want to learn what rasa does
- What does rasa do exactly?
- tell me more about rasa
- tell me more about your company
- tell me more about rasa
- I want to learn what rasa is
- what can i do with rasa
- what do you guys do at rasa
- what does rasa do
- what is rasa
- I want to know what rasa actually does that isn't clear to me yet
- i havent understood yet what rasa actually is
- can you pls explain what rasa does
- explain me what rasa does
- explain me what rasa is
- i dont get what rasa is
- what is rasa actually
- what is rasa?
- i want to learn something about rasa
- i want to know what rasa does
- what is rasa core?
- what can i build with rasa core?
- What is rasa doing exactly?
- What do you do as a company?

## intent:ask_whatspossible
- help
- help please
- i don't know what i want
- I need some help
- options
- show me the menu
- show me what's possible
- so what can you do
- so what can you help me with?
- what are you good at?
- what can I do here
- what can I do with this bot
- what is this bot for
- cool! can I do something else here?
- help me
- talk to me!
- come back
- how can you help me
- what else can i do
- are there any other options?
- hm that doesnt quite help me is there anything else you can do?
- what can i do here
- what can i do now
- um what now
- so now what
- help?
- now what?
- Great, is there anything else you can do, bot?
- what can you do?
- how can you help me?
- can you do anything else?
- i asked you if you can do anything else
- anything els
- so what next?
- what else can I do here?
- Can you explain me in one sentence what you are doing?
- what are the options?

## intent:ask_whoisit
- who is this
- who am i talking to
- what's your name
- who am i speaking with
- who r u
- what's your name bot
- whats ur name
- what are you called?
- who is talking?
- who speaks?
- who talks?
- who are you and what do you want from me
- who are you?
- who is it?
- who are u?
- who are you
- I want to know who you are
- who are y
- yes but who are you in your heart
- are you a bot?
- who is this?
- hi! what's your name?

## intent:bye
- goodbye
- goodnight
- good bye
- good night
- see ya
- toodle-oo
- bye bye
- gotta go
- farewell
- catch you later
- bye for now
- bye
- bye was nice talking to you
- bye udo
- bye bye bot
- bye bot
- k byyye #slay
- tlak to you later
- ciao
- Bye bye
- then bye
- tschüssikowski
- bye!

## intent:canthelp
- 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
- i guess you can't help me then
- ok i guess you can't help me
- that's not what i want
- ok, but that doesnt help me
- this is leading to nothing
- this conversation is not really helpful
- you cannot help me with what I want
- I think you cant help me
- hm i don't think you can do what i want
- stop
- stop go back
- do you get anything?
- and you call yourself bot company? pff
- and that's it?
- nothing else?

## intent:contact_sales
- I wanna talk to your sales people.
- I want to talk to your sales people
- I want to speak with sales
- Sales
- Please schedule a sales call
- Please connect me to someone from sales
- I want to get in touch with your sales guys
- I would like to talk to someone from your sales team
- sales please
- I want to talk with sales about our project
- I want an offer for your platform
- I wanna have a subscription for your product
- I want to learn more about your pricing
- I want to talk to someone about your pricing system
- give me someone who can explain your business model
- have a call with the sales team
- let me talk to your sales guys
- sales
- I want a sales call
- I want to contact the sales team
- I want to talk to your sales guys
- i want to contact your sales team
- I also want to book a sales call
- I want to contact sales
- I want to book a call with your sales team
- contact sales
- i want to contact sales
- id like a call please
- I would like to have a call with sales team
- i want someone to call me
-  request a call
- request a call
- I want to talk to sales
- i'd like to talk to a sales person
- But I wanted a sales call
- I wanna talk to your sales guy
- id like to talk to someone who can explain me what i can do with rasa
- can someone help me with infos about the rasa platform
- I want information about the platform
- how does your pricing work?
- are there different packages customers can book?
- please provide information on your enterprise package
- i need to know how i can book support
- we started working with rasa but now we need support
- we built a bot with rasa but now we're interested in the platform
- let me talk to your sales people
- I want to learn more about your pricing
- contact sales
- i want to contact sales now
- let me contact sales
- connect to sales
- connect me to your sales department
- sales department
- can you connect me to sales
- i want to be connected to your sales team
- sales team connection
- connect to the sales team
- i want to connect your sales
- i need to speak to your sales team
- can i talk to a sales representative
- i want to connect to sales
- get me the sales team
- sales contact
- contact sales for me
- next the sales contact
- please connect me to sales
- i need to talk to sales
- i want to be in touch with sales
- call with sales team
- i want to have a call with sales
- let me call the sales team
- i need a call from sales
- request sales call
- request call
- i need the call request
- let me have the call
- i want to call
- call sales
- request call with sales team
- contact call with sales
- sales team
- request sales team
- contact to sales
- i choose the call
- i choose the call with sales
- have a call
- call
- I would like to have a demo scheduled
- but I want a sales call
- Can I have a call tomorrow at 3pm?
- i want to learn more about Rasa Platform
- book a call
- sales sales sales
- book a sales call
- i think I want to talk to your sales folks
- just gimme a call
- ok i want to talk to your sales guys
- i want to buy the rasa platform
- i want to connect to your sales team
- I want to buy the rasa platform
- i want a sales call
- sales call
- I would like to contact your sales team please
- Ok I want to talk to your sales team immediately
- hm ok then i want to talk to the sales dude
- i want to talk to sales
- a call
- let' contact sales now
- obviously talk to your awesome sales team
- hmmm sales
- ok sales
- let me talk to sales
- sales pl
- lets talk to sales
- let me talk to your sales people!
- can i talk to your disagreeable sales man?
- can i get a ssales call
- can i speak to the sales team
- talk to sales team
- I want to talk to your sales team
- Can I have a call?

## intent:deny
- no
- definitely not
- never
- absolutely not
- i don't think so
- i'm afraid not
- no sir
- no ma'am
- no way
- no sorry
- No, not really.
- nah not for me
- nah
- no and no again
- no go
- no thanks
- decline
- deny
- i decline
- never mind
- I'm not giving you my email address
- no I haven't decided yet if I want to sign up
- I don't want to give it to you
- I'm not going to give it to you
- no i don't accept
- no!!!!
- no you did it wrong
- no i can't
- i'm not sure
- NEIN
- nein
- not really
- i guess it means - no
- i don't want to
- i don't want either of those
- nah thanks
- neither of these

## intent:enter_data
- 100k
- 100k
- 240k/year
- 150,000 USD
- 150,000$/ year
- around $500,000 per year
- we plan with 250.000 euro for one year
- bout 4,000,000 INR
- 50,000,000 INR
- 60 million INR
- we think 4 million INR/ year
- between 100 to 200.000
- 50,000 dollar
- not sure yet, we plan with 50 thousand euro at the moment
- 75000-150000 euro
- our estimation is 10k
- I work for [Bayer](company)
- The name of the company is [Daimler](company)
- company: [uber](company)
- it's a small company from the US, the name is [Microsoft](company)
- it's a tech company, [apple](company)
- [microsoft](company)
- [clue](company)
- [SAP](company)
- [IBM](company)
- [t-mobile US](company)
- [vodafone](company)
- [accenture](company)
- [McKinsey Germany](company)
- [BCG brazil](company)
- [BCG digital ventures](company)
- I work for [Stanford University](company)
- I work for the [AI research group of the turing centre of the UBC, Vancouver, Canada](company)
- maxmeier@firma.de
- bot-fan@bots.com
- maxmeier@firma.de
- bot-fan@bots.com
- my email is email@rasa.com
- my email is markjobs@ibm.com
- my email is khardik.kmosu@bol.net.in
- my business mail is mikemiller@sales.apple.com
- email = stephanywhite@microsoft.com
- mail: julianfrank@hotmail.com
- santaklaus@googlemail.com
- saswatkarhar@rediffmail.com
- nerd@stanford.edu
- alexander.denker@tu-berlin.de
- sislawawa@india.com
- chengming@aliyun.com
- solomq122@qq.mail.com
- [Product Manager](jobfunction)
- I'm a [product manager](jobfunction)
- I work as a [project manager](jobfunction)
- I'm the [developer](jobfunction)
- [data analyst](jobfunction)
- [data scientist](jobfunction)
- [dev](jobfunction)
- [engineer](jobfunction)
- [brand manager](jobfunction)
- [marketing](jobfunction)
- [sales manager](jobfunction)
- [growth manager](jobfunction)
- [CTO](jobfunction)
- [CEO](jobfunction)
- [COO](jobfunction)
- [assistant to the CEO](jobfunction)
- I'm the [lead engineer](jobfunction)
- I'm a [python developer](jobfunction)
- I'm an [AI researcher](jobfunction)
- [Max Meier](name)
- My name is [Max Meier](name)
- [Ralph White](name)
- I'm [Tom Miller](name)
- [Ann Snyder](name)
- [Victoria McMillan](name)
- [Denise Perry](name)
- [Bob Geldorf](name)
- [Susan Catterfeld](name)
- [Taylor Shwed](name)
- [Meredith Grey](name)
- [Alex Karev](name)
- We plan to build a sales bot to increase our sales by 500%.
- we plan to build a sales bot to increase our revenue by 100%.
- a insurance tool that consults potential customers on the best life insurance to choose.
- we're building a conversational assistant for our employees to book meeting rooms.
- I work in [project management](jobfunction)
- i'm a developer
- my name is [linda](name)
- I work in [innvoation](jobfunction)
- my job function is [developer](jobfunction)
- I am responsible for our [innovation department](jobfunction)
- I work as a [frontend dev](jobfunction)
- [project manager](jobfunction)
- I'm a [project manager](jobfunction)
- I'm [project manager](jobfunction)
- it's foo@bar.com
- 10000000
- [ACME Mops](company)
- mrmop@mops.app
- 5 bucks
- I'm a [janitor](jobfunction)
- My email is linda@linda.linda
- I wanna build a bot that sends the people cute animal pictures based on their favorite color
- I'm a [developer](jobfunction)
- I want to build a cool bot
- my emayl is yolo at yolo.de
- [manager](jobfunction)
- adele@gmx.com
- my name is [marc](name)
- one trillion dollar
- I'm a[ full stack develope](jobfunction:full stack developer)r
- moabit@yoga.com
- it's the [moabit yoga studio](company)
- my name is [oli miller](name)
- 100000k
- I'm in [project mgmt](jobfunction)
- 10000 dollars
- 400 trilion
- philipp@superphilipp.philipp
- I'm in [business ](jobfunction)
- 5 mln
- [Alex](name:alex)
- my name is [loretta meier](name)
- I wanna build a super bot to send me cute animal pictures
- 10000k
- [Developer](jobfunction:developer)
- I want to build a sales bot
- 50k
- I want to build a bot
- a chatbot for mops - mopbot
- [Mr. Mop](name)
- loretta@strawberry-ice.come because I work in the department for strawberry ice
- the ice cream factory is the company
- not sure yet
- 2 euro
- [Philip](name)
- [Bosch](company)
- I want to build an FAQ bot
- I'm a [python developer](jobfunction)
- [Jim](name)
- hello@hello.com
- I want to build a lot of different bots
- I'm a [machine learning engineer](jobfunction)
- we don't have one
- hi@rasa.com
- [Helvetia](company)
- [Jim Halpert](name)
- I want to build a health insurance bot
- I'm a [software engineer](jobfunction)
- [John Smith](name)
- [Jenny](name)
- [douglas](company)
- [klaus klausson](name)
- 5 euros
- i'd like to build a transformer
- i'm a [race car driver](jobfunction)
- klausimausi@apple.com
- ifuckrobots666@apple.com
- my name is [saswat](name)
- i am [self emplayed](jobfunction)
- a sentient robot
- [rasa](company)
- i have none
- one bot
- akela@philipp.com
- i want to build a bot
- oov
- My budget is oov
- My email is oov
- oov per year
- the name of the company is oov
- I work for oov
- [Akela](name)
- a health bot
- help@help.com
- i'm a [developer](jobfunction)
- i want to build a health bot
- 200k
- My name is [Alex](name)
- [Rasa](company)
- test@test.com
- 2000k
- I'm [Akela](name)
- i want to build all the bots
- 20k
- i want to build bots
- [developer](jobfunction)
- a cool bot
- [Developer Advocate](jobfunction)
- [reddit](company)
- a bot
- philipp@thephilippcompany.com
- [philipp company](company)
- [philipp](name)
- i want to built a philipp bot
- joey@koolmanconsulting.com
- one which asks me loads about myself
- chief nerd at rasa technologies
- [Elise](name)
- myemail@gmail.com
- 123@skdv.fvsdj
- i don't have one
- have no idea
- I do not know yet
- ulrikovitcheisenkleber@eisenkleberlimitedcokg.com
- eisenkleber limited co kg
- ulrikovitch eisenkleber
- don't have one
- [designer](jobfunction)
- a pizza bot
- operations
- none i will build it from scraps
- no idea
- [Vladimir](name)
- around 200k
- i want to build a bot about me
- i'm a [dev](jobfunction)
- i don't have it
- i want to build an insurance bot
- [product manager](jobfunction)
- help@rasa.com email
- [BBC](name)
- i wanna build all the bots
- i'm a [product manager](jobfunction)
- [Freya](name)
- 300k number
- i work in [biz dev](jobfunction)
- my email is kevin@yoloooz.de
- [ceo](jobfunction)
- a sales bot
- 200000000
- [linda](name)
- linda@mail.com
- none
- i don't know
- [Zendesk](company)
- [Jacqueline](name)
- 123@gmail.com
- udo@udo.ai
- hey@kldpeffesfoken.oinwf
- Evaluate Rasa :-)
- The master of desaster
- [head of biz deve](jobfunction)
- [Udo](name)
- [Udo.AI](company)
- maybe then instead alex+rasarasa@rasa.com
- can you try alex+123@rasa.com instead?
- linda@yoloyolo.de
- [Linda](name)
- problem solving
- a chocolate bot
- a good one?
- elise
- elise@gmail.com
- a customer service support system
- one that flatters me every morning
- I'm the boss
- 90k
- Rasa bot
- i'm[donezo](name)
- my function is [to serve butter](jobfunction)
- [wurst co kg](company)
- [No company!! ](company)
- [I am a freelancer ](company)
- [Foudner](jobfunction)
- linda@linda.com
- i'm in [customer success](jobfunction)
- i'm [head of sales](jobfunction)
- [linda's company](company)
- a akela bot
- i'm in [sales](jobfunction)
- I work for the [New York Times](company)
- the [New York Times](company)
- [Ali Park](name)
- 1 million
- I'm an [engineer](jobfunction)
- it's [Ali Park](name)
- 2 million
- ali@nytimes.com
- I work for the [new york times](company)
- I work at the [NYT](company)
- there is no budget
- i'm a[ develope](jobfunction)
- lead generation
- 100000
- im in [marketing](jobfunction)
- linda@rasa.ai
- yesplease@yes.com
- SCALABLE MINDS (company)
- My name is [Tom](name)
- 500k
- I would like to build an ice cube dispenser bot
- I'm a [business woman](jobfunction)
- 0
- im a [developer](jobfunction)
- a great one
- one that will get me promoted
- conversational
-  propella@daskapital.de
- [Bolschewistische Kurkapelle Schwarz-Rot](company)
- [akela propella](name)
- schlabberjimmy@glibberglitter.edu
- i'm a glibber and glitter salesman
- schnuffelknuddelbaerchen33@rasa.de
- i have about 200 bucks in my savings account
- None
- 200 bucks
- i'd like to build sentient glibber or glitter
- bigassnerd@rasa.com
- [sam](name)
- like 60 quid
- nothing
- tamedmouse@micerevolution.fr
- volodimir@rasa.com
- [volodimir voldemarich](name)
- idk
- the bot that helps you choose insurance for the car ;)
- [ml researcher](jobfunction)
- junk@junk.com
- j@p.com
- i don't think either of those
- ok I'm actually an [engineer](jobfunction)
- al@acme.org
- [ACME brands](company)
- [Al Capone](name)
- £50k
- the bot should help with HR stuff
- I'm a bot [developer](jobfunction)
- none@none.co.uk
- [Juste P](name)
- 50
- I am a [Data Scientist](jobfunction)
- I am a [head of business intelligence](jobfunction)
- my own
- $1
- juste@juste.com
- [Juste](name)
- 1 euro
- a bot which sends cute shiba pictures
- [developer advocate](jobfunction)
- shiba@shiba.com
- tylerthemateman@clubmate.com
- [Tyler](company)
- I'm a [construction worker](jobfunction)
- I want to build a kick ass bot
- 1 million big ones
- [Club Mate](company)
- me@me.com
- herbert@gmail.com
- Herbert
- 10 m
- chief lemonade officer
- a cool boy
- an ice cream bot
- 500 million
- my name is [jimmy](name)
- half a million
- it's [akela](name)
- [AI researcher](jobfunction)
- a big ol transformer
- big old bot
- hi@elise.de
- ulle@gmx.de
- [CSI](company)
- 5 quid
- me@you.de
- i am a [projject manager](jobfunction)
- 120000
- akela@akela.com
- akela's company
- [akela](name)
- one billion
- an akela bot that I can talk to akela all the time
- i'm in [marketing](jobfunction)
- ACME bank (company)
- [Alan](name)
- about 10 k
- i want a great bot to impress my boss
- one like this
- badass bot tester
- a bot to get a promotion
- im a [dev](jobfunction)
- 10
- I'm a real good [engineer](jobfunction)
- [James](name)
- ames@rasa.com
- valid_email@one.de
- valid@one.email
- unemployed
- on that will get me promoted
- I spend money
- it's 500000000
- A wolf bot
- [akilla](name)
- a turtle
- i sell turtles
- 123@akela.com
- An ice cube bot
- jimmy neutron industries
- ok its email@email.com
- Im a [full stack developer](jobfunction)
- akelaistcool@schwabenländle.de
- spam bot
- the bot like you
- picking my nose
- im a [freelancer](jobfunction)
- health care
- something to talk to my friends while I'm busy working
- my bot is in [english](language)
- the language is [english](language)
- it’s in [english](language)
- [english](language)
- [english](language) is the language of my bot
- it speaks [english](language)
- I wrote it in [english](language)
- it’s an [english](language) bot
- it is in [english](language)
- user can talk to my bot in [english](language)
- the people speak [english](language)
- user can communicate with the bot in [english](language)
- the assistant is in [english](language)
- the language of the ai assistant is [english](language)
- the bot speaks [english](language)
- the assistant speaks [english](language)
- it’s available in [english](language)
- until now it’s only in [english](language)
- so far it only speaks [english](language)
- [english](language) is the only language but I want to add more
- it’s only in [english](language) but I plan to train it in other languages
- language: [english](language)
- language = [english](language)
- its an [english](language) bot
- I’ve trained it in [english](language)
- all the training data was in [english](language)
- it’s trained in [english](language)
- it’s trained only in [english](language)
- my bot is in [german](language)
- the language is [german](language)
- it’s in [german](language)
- [german](language)
- [german](language) is the language of my bot
- it speaks [german](language)
- I wrote it in [german](language)
- it’s an [german](language) bot
- it is in [german](language)
- user can talk to my bot in [german](language)
- the people speak [german](language)
- user can communicate with the bot in [german](language)
- the assistant is in [german](language)
- the language of the ai assistant is [german](language)
- the bot speaks [german](language)
- the assistant speaks [german](language)
- it’s available in [german](language)
- until now it’s only in [german](language)
- so far it only speaks [german](language)
- [german](language) is the only language but I want to add more
- it’s only in [german](language) but I plan to train it in other languages
- language: [german](language)
- language = [german](language)
- its an [german](language) bot
- I’ve trained it in [german](language)
- all the training data was in [german](language)
- it’s trained in [german](language)
- it’s trained only in [german](language)
- my bot is in [spanish](language)
- the language is [spanish](language)
- it’s in [spanish](language)
- [spanish](language)
- [spanish](language) is the language of my bot
- it speaks [spanish](language)
- I wrote it in [spanish](language)
- it’s an [spanish](language) bot
- it is in [spanish](language)
- user can talk to my bot in [spanish](language)
- the people speak [spanish](language)
- user can communicate with the bot in [spanish](language)
- the assistant is in [spanish](language)
- the language of the ai assistant is [spanish](language)
- the bot speaks [spanish](language)
- the assistant speaks [spanish](language)
- it’s available in [spanish](language)
- until now it’s only in [spanish](language)
- so far it only speaks [spanish](language)
- [spanish](language) is the only language but I want to add more
- it’s only in [spanish](language) but I plan to train it in other languages
- language: [spanish](language)
- language = [spanish](language)
- its an [spanish](language) bot
- I’ve trained it in [spanish](language)
- all the training data was in [spanish](language)
- it’s trained in [spanish](language)
- it’s trained only in [spanish](language)
- my bot is in [portuguese](language)
- the language is [portuguese](language)
- it’s in [portuguese](language)
- [portuguese](language)
- [portuguese](language) is the language of my bot
- it speaks [portuguese](language)
- I wrote it in [portuguese](language)
- it’s an [portuguese](language) bot
- it is in [portuguese](language)
- user can talk to my bot in [portuguese](language)
- the people speak [portuguese](language)
- user can communicate with the bot in [portuguese](language)
- the assistant is in [portuguese](language)
- the language of the ai assistant is [portuguese](language)
- the bot speaks [portuguese](language)
- the assistant speaks [portuguese](language)
- it’s available in [portuguese](language)
- until now it’s only in [portuguese](language)
- so far it only speaks [portuguese](language)
- [portuguese](language) is the only language but I want to add more
- it’s only in [portuguese](language) but I plan to train it in other languages
- language: [portuguese](language)
- language = [portuguese](language)
- its an [portuguese](language) bot
- I’ve trained it in [portuguese](language)
- all the training data was in [portuguese](language)
- it’s trained in [portuguese](language)
- it’s trained only in [portuguese](language)
- my bot is in [french](language)
- the language is [french](language)
- it’s in [french](language)
- [french](language)
- [french](language) is the language of my bot
- it speaks [french](language)
- I wrote it in [french](language)
- it’s an [french](language) bot
- it is in [french](language)
- user can talk to my bot in [french](language)
- the people speak [french](language)
- user can communicate with the bot in [french](language)
- the assistant is in [french](language)
- the language of the ai assistant is [french](language)
- the bot speaks [french](language)
- the assistant speaks [french](language)
- it’s available in [french](language)
- until now it’s only in [french](language)
- so far it only speaks [french](language)
- [french](language) is the only language but I want to add more
- it’s only in [french](language) but I plan to train it in other languages
- language: [french](language)
- language = [french](language)
- its an [french](language) bot
- I’ve trained it in [french](language)
- all the training data was in [french](language)
- it’s trained in [french](language)
- it’s trained only in [french](language)
- my bot is in [dutch](language)
- the language is [dutch](language)
- it’s in [dutch](language)
- [dutch](language)
- [dutch](language) is the language of my bot
- it speaks [dutch](language)
- I wrote it in [dutch](language)
- it’s an [dutch](language) bot
- it is in [dutch](language)
- user can talk to my bot in [dutch](language)
- the people speak [dutch](language)
- user can communicate with the bot in [dutch](language)
- the assistant is in [dutch](language)
- the language of the ai assistant is [dutch](language)
- the bot speaks [dutch](language)
- the assistant speaks [dutch](language)
- it’s available in [dutch](language)
- until now it’s only in [dutch](language)
- so far it only speaks [dutch](language)
- [dutch](language) is the only language but I want to add more
- it’s only in [dutch](language) but I plan to train it in other languages
- language: [dutch](language)
- language = [dutch](language)
- its an [dutch](language) bot
- I’ve trained it in [dutch](language)
- all the training data was in [dutch](language)
- it’s trained in [dutch](language)
- it’s trained only in [dutch](language)
- my bot is in [italian](language)
- the language is [italian](language)
- it’s in [italian](language)
- [italian](language)
- [italian](language) is the language of my bot
- it speaks [italian](language)
- I wrote it in [italian](language)
- it’s an [italian](language) bot
- it is in [italian](language)
- user can talk to my bot in [italian](language)
- the people speak [italian](language)
- user can communicate with the bot in [italian](language)
- the assistant is in [italian](language)
- the language of the ai assistant is [italian](language)
- the bot speaks [italian](language)
- the assistant speaks [italian](language)
- it’s available in [italian](language)
- until now it’s only in [italian](language)
- so far it only speaks [italian](language)
- [italian](language) is the only language but I want to add more
- it’s only in [italian](language) but I plan to train it in other languages
- language: [italian](language)
- language = [italian](language)
- its an [italian](language) bot
- I’ve trained it in [italian](language)
- all the training data was in [italian](language)
- it’s trained in [italian](language)
- it’s trained only in [italian](language)
- my bot is in [mandarin](language)
- the language is [mandarin](language)
- it’s in [mandarin](language)
- [mandarin](language)
- [mandarin](language) is the language of my bot
- it speaks [mandarin](language)
- I wrote it in [mandarin](language)
- it’s an [mandarin](language) bot
- it is in [mandarin](language)
- user can talk to my bot in [mandarin](language)
- the people speak [mandarin](language)
- user can communicate with the bot in [mandarin](language)
- the assistant is in [mandarin](language)
- the language of the ai assistant is [mandarin](language)
- the bot speaks [mandarin](language)
- the assistant speaks [mandarin](language)
- it’s available in [mandarin](language)
- until now it’s only in [mandarin](language)
- so far it only speaks [mandarin](language)
- [mandarin](language) is the only language but I want to add more
- it’s only in [mandarin](language) but I plan to train it in other languages
- language: [mandarin](language)
- language = [mandarin](language)
- its an [mandarin](language) bot
- I’ve trained it in [mandarin](language)
- all the training data was in [mandarin](language)
- it’s trained in [mandarin](language)
- it’s trained only in [mandarin](language)
- my bot is in [chinese](language)
- the language is [chinese](language)
- it’s in [chinese](language)
- [chinese](language)
- [chinese](language) is the language of my bot
- it speaks [chinese](language)
- I wrote it in [chinese](language)
- it’s an [chinese](language) bot
- it is in [chinese](language)
- user can talk to my bot in [chinese](language)
- the people speak [chinese](language)
- user can communicate with the bot in [chinese](language)
- the assistant is in [chinese](language)
- the language of the ai assistant is [chinese](language)
- the bot speaks [chinese](language)
- the assistant speaks [chinese](language)
- it’s available in [chinese](language)
- until now it’s only in [chinese](language)
- so far it only speaks [chinese](language)
- [chinese](language) is the only language but I want to add more
- it’s only in [chinese](language) but I plan to train it in other languages
- language: [chinese](language)
- language = [chinese](language)
- its an [chinese](language) bot
- I’ve trained it in [chinese](language)
- all the training data was in [chinese](language)
- it’s trained in [chinese](language)
- it’s trained only in [chinese](language)
- i want to extract [names](entity:name)
- [places](entity:place)
- [companies](entity:organisation)
- get [dates](entity:date) from messages
- a [place](entity)
- [places](entity:place) and [names](entity:name)
- i am interested in [ordinals](entity)
- amounts of [money](entity)
- how much [money](entity) 
- [amounts](entity:money)
- [how long](entity:duration)
- extracting [durations](entity:duration)
- [distances](entity:distance)
- the [distance](entity) between places
- the [distance](entity) from one place to an other
- I want to use [pip](package_manager)
- [pip](package_manager)
- [conda](package_manager)
- i use [anaconda](package_manager)
- please give me instructions for [pip](package_manager)
- please [conda](package_manager)
- [pip](package_manager) please

## intent:greet
- Hi
- Hey
- Hi bot
- Hey bot
- Hello
- Good morning
- hi again
- hi folks
- hi Mister
- hi pal!
- hi there
- greetings
- hello everybody
- hello is anybody there
- hello robot
- hallo
- heeey
- hi hi
- hey
- hey hey
- hello there
- hi
- hello
- yo
- hola
- hi?
- hey bot!
- hello friend
- good morning
- hii
- hello sweet boy
- yoo
- hey there
- hiihihi
- hello sweatheart
- hellooo
- helloooo
- heyo
- ayyyy whaddup
- hello?
- Hallo
- heya
- hey bot
- howdy
- Hellllooooooo
- whats up
- Hei
- Well hello there ;)
- I said, helllllloooooO!!!!
- Heya
- Whats up my bot
- hiii
- heyho
- hey, let's talk
- hey let's talk
- jojojo
- hey dude
- hello it is me again
- what up
- hi there
- hi
- jop
- hi friend
- hi there it's me
- good evening
- good morning
- good afternoon

## intent:human_handoff
- I want to talk to a human
- let me speak with a real person please
- are there also humans working for your company?
- gimme a proper human
- I don't wanna talk to a bot
- Can I speak to anyone who can really help me?
- I dont like to talk to a machine
- can you please connect me to a real rasa employee?
- give me a human now
- that's annoying I'd like to speak to someone real
- i would like to speak to a person
- can you put me in touch with a human?
- let me talk to a human
- id like to talk to a real rasa employee
- i dont wanna talk to a bot
- talking to a bot is stupid
- i want to talk to someone who is smarter than you
- can i please speak to a human?
- i'd rather speak with a real rasa employee
- i want to talk to someone else
- let me talk to a real person
- please give me a human
- i want to talk to a person
- customer service
- i want to speak to customer service
- someone from customer care
- can you forward me to your team
- service agent
- human handoff
- give me a human
- speak to a real person
- i want to speak to a real person
- wrong i want to speak to a human
- Could I talk to Akela?
- i want to talk to someone at rasa
- i want to speak to a manager
- I want to talk to the founders
- i want to talk to a human

## intent:mood_confirm
- yes
- of course
- sure
- yeah
- ok
- cool
- go for it
- yep
- yep, will do thank you
- I'm sure I will!
- oh awesome!
- Yes
- accept
- I accept
- i accept
- ok i accept
- I changed my mind. I want to accept it
- ok cool
- alright
- i will!
- ok, I behave now
- yop
- oki doki
- yes please
- yes please!
- jo
- yep if i have to
- amayzing
- confirm
- nice
- coolio
- definitely yes without a doubt
- yas
- yup
- perfect
- sure thing
- absolutely
- Oh, ok
- Sure
- hm, i'd like that
- ja
- sure!
- yes i accept
- Sweet
- amazing!
- how nice!
- cool!
- yay
- yes accept please
- great
- oh cool
- yes
- fine

## 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
- someone call the police i think the bot died
- show me a picture of a chicken
- neither
- I want french cuisine
- i am hungry
- restaurants
- restaurant
- you're a loser lmao
- can i be shown a gluten free restaurant
- i don't care!!!!
- i do not care how are you
- again?
- oh wait i gave you my work email address can i change it?
- hang on let me find it
- stop it, i do not care!!!
- really? you're so touchy?
- how come?
- I changed my mind
- what?
- did i break you
- I don't wanna tell the name of my company
- that link doesn't work!
- you already have that
- this is a really frustrating experience
- no stop
- i want a french restaurant
- shit bot
- do you want to marry me?
- give me food
- i want food
- udo, I want to marry you
- i wanna party
- shitmuncher
- I like you
- i want pizza
- i want pizza!!
- silly bot
- i want to eat
- you are a stupid bot
- i hate you
- Can I ask you questions first?
- is it a wasteland full of broken robot parts?
- i can't deal with _your_ request
- are you vegan
- who will anser my email?
- do you sell vacuum robots?
- i want to buy a roomba for my grandson
- and make chicken noises into the phone
- is barbara still married to you
- what's your wife doing this weekend
- how are the kids
- you're rather dull
- personal or work?
- are you using Rasa Core and NLU ?
- tell me a joke
- what else?
- I already told you! I'm a shitmuncher
- I'm a shitmuncher
- who are the engineers at rasa?
- who are they?
- can we keep chatting?
- talk to me
- who is your favourite robot?
- a tamed mouse will arrive at your doorstep in the next couple of days
- you will know it from the single red rose it carries between its teeth
- i will tame a mouse for you
- isn't the newsletter just spam?
- go back
- can you help me with the docs?
- sorry, i cannot rephrase
- and your REST API doesn't work
- i told you already
- better than you
- oh my god, not again!
- you are a badass bot!
- lol
- why do you need that?
- is that any of your business
- can you help me with your docs?
- i immediately need help with implementing the coolest bot you can imagine
- can you help me with your docs
- can you tell me how to build a bot?
- can you learn from our conversation?
- common, just try
- hey, I contacted you a couple of days ago but didn't get any response, any news?
- please hurry, i have deadline in two weeks to deliver the bot it is for very big company
- you are annoying
- Do I have to accept?
- Is Rasa really smart?
- kannst du auch deutsch?
- are the newsletter worth the subscription?
- it's a pity
- i want more of you in my life!
- the one that is better than you
- you suck
- bots are bad
- i dont like bots
 - do you have a phone number?
- where do you live?
- how are akela's cats doing?
- but I just told you that :(
- Why don’t you answer?
- But you're an english site :(
- can you help me to build a bot

## intent:signup_newsletter
- I wanna sign up for the newsletter.
- I want to sign up for the newsletter.
- I would like to sign up for the newsletter.
- Sign me up for the newsletter.
- Sign up.
- Newsletter please.
- add me to the newsletter
- newsletter
- sign up for the NL
- yeaaah lets go for the newsletter
- I want to subscribe to your newsletter
- newsletter pls
- sign up to the newsletter
- get the latest news from Rasa
- sign me up for the newsletter - my email is yesplease@rasa.ai
- newsletter, here is my email: sisi@rasa.com
- newsletter - my email is lol@rasa.com
- Subscribe to Rasa newsletter
- Newsletter
- subscribe
- get the newsletter
- I also want to subscribe
- id like to subscribe
- I'd like to subscribe
- I want the newsletter
- sign up
- i want to signup
- newsletter please
- nl
- id like to receive the newsletter
- i want the newsletter
- add me as your subscriber
- add me to the subscription list
- newsletter please my email is linda@yolo.de
- i want to receive your nl
- i want the newsletter
- i want to subsribe to the newsletter
- can you pelase subscribe me to the newsletter
- can you subscribe me to the newsletter
- subscription newsletter
- newsletter subscription
- gimme the newsletter
- i need the newsletter
- may i receive the newsletter from now on
- i would love to get the newsletter
- please send me the newsletter
- send me the newsletter
- i want to receive the newsletter from now on
- get newsletter
- get the newsletter
- i want to get the newsletter
- i'm craving the newsletter
- i prefer to get the newsletter
- subscribe me to the newsletter
- please subscribe me to your newsletter
- i would love to receive the rasa newsletter
- sign me up for that newsletter
- sign me up for the rasa newsletter
- i want to sign up for the newsletter
- lets do the newsletter signup
- newsletter registration
- register me for the newsletter
- please sign me up for the newsletter
- add me to the newsletter
- add me to the newsletter list
- i need to be on the newsletter list
- i want to join the newsletter mails
- i want to receive the newsletter emails
- can you sign me up for the newsletter
- join that newsletter
- i want to join the newsletter list
- how about the newsletter signup
- subscribe to newsletter
- newsletter it is
- i go for the newsletter
- lets try the newsletter signup
- lets try the newsletter registration
- how about the newsletter
- newsletter registration first
- first lets sign up for the newsletter
- now i want to signup for the newsletter
- can you add alan@mail.com to the newsletter list?
- i want on this dope newsletter - my email is alex@mail.com
- but please sign me up for the newsletter!
- i want to signup for the nl
- subscribe example@rasa.com to the newsletter
- subscribe hi@rasa.com to the newsletter
- subscribe to the newsletter
- please subscribe me to the newsletter alex@example.cz
- subscribe my email alex@mail.mail to the newsletter
- Subscribe
- i also want to sign up for the newsletter
- subscribe to your newsletter
- can i get emails from you
- news
- i'd like your newspaper please
- sign up for newsletter
- what about signing up for the newsletter?
- get a subscription
- to make a subscribtion
- let's make a subscribtion
- I would love to subscribe to a newsletter!
- i need this dope newsletter
- oh actually i want to get the newsletter
- i want to subscribe to your newsletter
- can i sign up to the newsletter too?
- do the newsletter then
- i want to subscribe
- i want newsletter
- i want on that dope newsletter
- Subscribe

## intent:thank
- Thanks
- Thank you
- Thank you so much
- Thanks bot
- Thanks for that
- cheers
- cheers bro
- ok thanks!
- perfect thank you
- thanks a bunch for everything
- thanks for the help
- thanks a lot
- amazing, thanks
- cool, thanks
- cool thank you
- thanks
- thanks!
- Cool. Thanks
- thanks
- thanks this is great news
- thank you
- great thanks
- Thanks!
- cool thanks
- thanks for forum link, I'll check it out
- thanks!

## intent:how_to_get_started
- how do I get started with Rasa
- how do I use rasa
- what is the difference between rasa [nlu](product) and rasa [core](product)
- how to start with rasa
- how to start with it
- how to build a bot?
- how can I build a chatbot
- what can I do with Rasa?
- where to start the development of rasa
- WHAT IS RASA
- WHAT IS IT
- so, how do I use rasa?
- can i just test features without having to deal with your predefined conversation
- can you guide me know to create knowledge base chatbot
- how can I learn rasa
- i want to use rasa to build my chatbot
- how do i get rasa [core](product)
- how do I train rasa [nlu](product)
- how do i learn rasa [core](product)
- what is rasa [core](product)
- what is [nlu](product)
- I want to learn about rasa [core](product)
- i want to use [nlu](product)
- [core](product)
- [nlu](product)
- rasa [stack](product:core)
- how to learn rasa [stack](product:core)
- I want to learn about rasa [nlu](product:nlu)
- i want to learn about rasa [core](product:core)
- how to get started with [nlu](product)
- give me some information on [nlu](product)
- tell me how to get started with [core](product)
- how about [nlu](product)
- tell me about [core](product) please
- what is this [nlu](product) thing?

## intent:technical_question
- what is duckling
- where to train intents in rasa?
- duckling
- dicklung
- what is duckling
- i need a help to integrate rasa with a messenger
- what infrastructure is required to run a bot?
- can you help me with this problem
- help me wih the installation
- having trouble with rasa installation
- i am having trouble setting this up
- how about interactive learning
- interactive learning?
- technical side of things?
- does rasa have all the same features as [luis](current_api)
- is rasa better than [dialogflow](current_api)
- should I use rasa instead of ibm Watson api
- Is Rasa better than Dialogflow?
- db processing
- how do slots work
- what components of Rasa are open source
- how to integrate rasa chatbot with my website
- how works rasa
- with exceptions
- which language is rasa programmed in
- what technologies did u use to create more mature chatbot?
- which technology is used to create you
- having some problems with installation
- does rasa support voice input
- is there an alexa integration

## intent:switch
- I currently use [dialog flow](current_api:dialogflow)
- I want to switch from [dialog flow](current_api:dialogflow) to rasa
- I want to change from [dialog flow](current_api:dialogflow) to rasa
- I want to convert my [dialog flow](current_api:dialogflow) bot to rasa
- I currently use [LUIS](current_api:luis)
- I use [luis](current_api) at the moment
- [luis](current_api) atm
- switching from [DialogFlow](current_api:dialogflow)
- I use [DialogFlow](current_api:dialogflow)
- i want to switch from [dialogflow](current_api) to Rasa
- I want to move from [LUIS.ai](current_api:luis) to Rasa
- [DialogFlow](current_api:dialogflow)
- [luis.ai](current_api:luis)
- [LUIS](current_api:luis)
- [bot framework](current_api)
- I use [wit.ai](product)
- chatfuel
- how does rasa compare to [dialogflow](product)
- how does rasa compare to [luis](product)
- is rasa better than [dialog flow](product:dialogflow)
- what is the difference between [bot framework](product) and rasa

## intent:nlu_info
- can you explain to me how [entity recognition](nlu_part) works?
- how does [entity recognition](nlu_part) work?
- an explanation of how [entity recognition](nlu_part) work would help
- I still don’t get how [entity recognition](nlu_part) works
- it would be helpful to learn more about [entity recognition](nlu_part)
- tell me about [entity recognition](nlu_part)
- I want to learn about [entity recognition](nlu_part)
- [entity recognition](nlu_part)
- what is [entity recognition](nlu_part)?
- I don’t understand [entity recognition](nlu_part)
- [entity recognition](nlu_part) - what is that?
- I don’t understand how you handle [entity recognition](nlu_part) at Rasa
- how is [entity recognition](nlu_part) managed in rasa?
- I checked the documentation on [entity recognition](nlu_part) but I still don’t understand it
- can you explain to me how [intent classification](nlu_part) works?
- how does [intent classification](nlu_part) work?
- an explanation of how [intent classification](nlu_part) work would help
- I still don’t get how [intent classification](nlu_part) works
- it would be helpful to learn more about [intent classification](nlu_part)
- tell me about [intent classification](nlu_part)
- I want to learn about [intent classification](nlu_part)
- [intent classification](nlu_part)
- what is [intent classification](nlu_part)?
- I don’t understand [intent classification](nlu_part)
- [intent classification](nlu_part) - what is that?
- I don’t understand how you handle [intent classification](nlu_part) at Rasa
- how is [intent classification](nlu_part) managed in rasa?
- I checked the documentation on [intent classification](nlu_part) but I still don’t understand it
- do you use [duckling](nlu_part)
- I want to know if rasa works with [duckling](nlu_part)
- [duckling](nlu_part)
- how do you integrate [duckling](nlu_part)
- does rasa work with [duckling](nlu_part)?
- is [duckling](nlu_part) part of rasa?
- [intents](nlu_part)

## synonym:intent classification
- intents
- intent

## synonym:entity recognition
- entity extraction

## intent:pipeline_recommendation
- what pipeline should I start with?
- what is the right pipeline to choose?
- what I a good pipeline to start with?
- what pipeline should i use?
- what pipeline is better for what i want?
- what pipeline should I start with?
- should I better start with the tensorflow pipeline or spacy?
- spacy or tensorflow, what is better to start?
- I don’t know which pipeline to use
- what pipeline is better?
- which pipeline is better?
- recommend pipeline
- pipeline recommendation
- give me a recommendation

## intent:nlu_generation_tool_recommendation
- which tools can I use to create nlu data
- how can I get nlu data
- where can i get data for the nlu
- recommend me some nlu tools
- how to work with nlu data
- i need more nlu data
- are there tools to create nlu data
- i require more nlu data
- need more data for nlu
- i have to less nlu data
- are there simpler ways to create nlu data

## intent:install_rasa
- I want to install Rasa Stack
- How to install Rasa? 
- Where to get Rasa Stack?
- How to install Rasa Core?
- install Rasa NLU
- how do I install rasa in windows
- how do I run rasa on windows
- install Rasa on Linux
- install Rasa on Mac
- Can you help me to install Rasa?
- Just install Rasa Stack
- How to install Rasa Stack
- I'd like to install Rasa Core
- I'd like to install Rasa NLU
- Help me install Rasa
- I want to do a Rasa Stack installation
- I'm going to install Rasa Stack
- Please help me install Rasa Stack
- Please install Rasa Stack
- I think I want to install Rasa Stack
- How do I install Rasa Stack?
- I want info on installing Rasa
- I'd like to perform an installation of Rasa Stack
- Let me install Rasa Stack.
- I need Rasa Stack
- Help me get Rasa Core.
- Could I have Rasa Stack?
- Could you install Rasa Stack for me?
- Could you help me get Rasa stack?
- I require Rasa Stack?
- Please, I need Rasa Core.
- Can you get me Rasa Core?
- I need assistance in getting Rasa Stack.
- I want to use Rasa Stack
- I'm getting Rasa Stack
- I have decided on Rasa Stack
- I'm installing Rasa Stack
- Rasa Stack is what I will be installing
- I have chosen Rasa Stack
- I need Rasa Stack.
- I need to install Rasa Core.
- I need to install Rasa NLU.
- Do you mind helping me install Rasa?
- Its urgent for me to install Rasa.
- Please assist me with installing Rasa Stack.
- I need to get Rasa Stack up and running.
- Yes, I do need Rasa Stack.
- Thank you in advance for suggesting I install Rasa NLU.
- Installing Rasa Stack will be extremely helpful to me.

## synonym:conda
- anaconda

 

Please follow and like us:
error

About shibatau

I was born and grown up in Kyoto. I studied western philosophy at the University and specialized in analytic philosophy, especially Ludwig Wittgenstein at the postgraduate school. I'm interested in new technology, especially machine learning and have been learning R language for two years and began to learn Python last summer. Listening toParamore, Sia, Amazarashi and MIyuki Nakajima. Favorite movies I've recently seen: "FREEHELD". Favorite actors and actresses: Anthony Hopkins, Denzel Washington, Ellen Page, Meryl Streep, Mia Wasikowska and Robert DeNiro. Favorite books: Fyodor Mikhailovich Dostoyevsky, "The Karamazov Brothers", Shinran, "Lamentations of Divergences". Favorite phrase: Salvation by Faith. Twitter: @shibatau

Leave a Reply

Your email address will not be published. Required fields are marked *

This site uses Akismet to reduce spam. Learn how your comment data is processed.