Pratique du Shadowing: How to Build AI ChatBot with Custom Knowledge Base in 10 mins - Apprendre l'anglais à l'oral avec la vidéo

what if you could turn your website

and all of those pdf documents manuals guides ebooks

and reports into a helpful chatbot imagine asking questions

and getting instant answers directly from your website your documents

or any ebook well guess what i found a way to

do this in less than 10 minutes in this video i'll

show you how easy it is to build your own ai

chatbot with custom knowledge base without any coding skills you can do this for your business

or other businesses

and start making money by the end of this tutorial video

not only you'll be able to create a chat bot

and train your ai based on your own data using pdf html txt csv word documents

and powerpoint presentation files but also integrate the chatbot into your website facebook messenger Slack, Discord, or Telegram.

In this video, you'll learn how to create a data store agent, how to add unstructured data to your agent's data store,

how to enable voice and chat experiences for your agent, how to test agent and simulate customer questions, how to view conversation history and analytics for your agent,

all of that in about 10 minutes.

Without any further ado, Let's get started.

Alright, so before we start, let me show you the document that we'll be using as the data source.

This is budget of the US government and it's 188 pages long.

So to get started, we'll go to cloud .gibble .com and log in with your account and click on console.

So, from the console, click Search for Agent Builder.

Click on Agent Builder.

Before creating a new app, make sure that the Vertex AI API and the Dialogflow APIs are enabled.

If they're not enabled, you'll get a prompt and then you can enable it on the screen.

Select Chat and provide the company name.

Provide the agent name

Click continue

We'll create a datastore This is where we can create a datastore Click on create datastore

You get three options here You can provide a website URL

And it will automatically crawl website content From a list of domains

that you defined You can provide the data from your storage bucket, or you can import data manually by calling the API.

I'll select the cloud storage, and you can import a folder or you can import a file.

I'll select File and hit Browse.

I created this bucket earlier where I uploaded that PDF document that I showed you.

I've already uploaded it.

But for your case, you can upload any document to your cloud storage, and you'll be able to select it from here.

Click Select.

So PDF, HTML, text files, CSV, Word document, and presentation files fall under the unstructured documents.

Now, you can use that as the data source, or you can use JSON -L for unstructured documents with metadata information.

You can click on this link for more information, or you can use CSV file for structured frequently asked data.

This is only for chat.

But for our example, we're going to be using the unstructured document.

Click on continue.

I'm going to name the data store US budget 2025 -25 and click on create.

It's going to create a data store.

Okay, so it created a data store.

I will select the data store and click on create.

okay

so the data store has been created over here I can

click on over on this link to see more information on this screen I can see the activity

and I need to make sure that data has been imported successfully without any errors.

And we are using the digital parser.

Now we can hit preview to see the preview.

Now we'll test our agent.

Testing is an important part of working with conversational agents to find the bugs, identify limitations and simulate a customer experience.

You can start an interactive session with your chatbot

So to see how it responds to various questions that a customer might ask, click on the test agent.

Link at the top right -hand corner.

This is where we can test the chatbot.

We can write hello.

And we have more control over estimating the response of the agent from the screen.

We can enable logging by going here and checking this enable conversational history.

By checking this box, we will get the conversation history.

Let's suppose we put this on our website and people interact with our chatbot.

And if you want to be able to see those interactions, you need to check this box and hit save.

We'll click on manage, click on integration.

Let me show you a very cool thing.

You can add a phone gateway to your bot, which will make use of speech -to -text and text -to -speech capabilities in the Google Cloud.

You can hit on this manage button to enable that feature

but for now I'm happy with the text chatbot

and text based I can click on connect we can enable this unauthenticated API

which means that will allow people without authentication to interact with the chatbot

and I'll click on enable unauthenticated API this is the code

that you can use to put on your website

and you'll get the chatbot on your website

so to see how it would look like click on try it now

and you get this um you get this icon at the bottom uh right hand corner

so you click on this and this is the chat box

that you you can put on your website what are president's top three hour credits for year 2025 Bye.

The chatbot read the document and responded with prison -stopped economic parodies, lowering costs for American families.

The administration is working to bring down the prescription drug costs, health insurance premiums, utility bills, costs for everyday goods, all while taking on junk fees that some allies,

banks, and other companies used to rip off Americans it also is grounded the data

and if i click on this link it will show me exactly where it found

that information from and as you can see it's on page nine

and this is where the chatbot found

that information is lowering costs for hardworking americans the administration is

working to bring down prescription drug costs health insurance we are grounding it with our own data source

So let me ask it another question.

Let me ask, what has the president invested in?

The president has invested in America and the American people by signing into law historic legislation, such as the American Rescue Plan,

the Bipartisan Infrastructure Law, the CHIPS, the Science Act, and the Inflation Reduction Act.

Let me ask you another question like,

what are some of the accomplishments of the Biden administration?

The Biden administration has made historic investments in mental health care, including nearly $1 billion to support the 988 Suicide and Crisis Lifeline.

The administration is also committed to investing in training more mental health professionals and has expanded certified community behavioral health clinics nationwide.

When testing your virtual agent, if you find that your bot's answers do not meet your expectations,

you can always add more URLs to the data source to improve how your bot handles questions and answers.

You can add more URLs, you can add more documents.

Other than testing many different paths the customer might make, how else can you determine where the problem and friction points are in your virtual agent?

100

Conversation history and analytics help.

101

So we enabled, I showed you where you can enable that conversation history under the agents.

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I already enabled that.

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And to get to that conversation history, you can click on conversation history and this is where you're going to see the conversation history.

104

And I can click on any of these

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and it will show me my interaction with the chat bot

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I've asked it's going to show the history of my conversation

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and once you put that on your website

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and you would be able to see the interaction of your

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chat bot with your visitors website visitors congratulations using the verdicts

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ai conversation in dialogue flow cx you have successfully created a

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data store agent your virtual agent can answer hundreds of different questions about your website or

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any document pdf manual guides ebooks and reports etc

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that you may have you don't have to go through the

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manual process of creating a large number of intense training phrases response messages.

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We literally created this in less than 10 minutes.

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this video was requested in the comment section by a few of my subscribers i read all of the comments

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and i'd love to hear your thoughts feel free to share your ideas for upcoming videos

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if you don't have any questions

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or feedback you can support my work by just typing coding

120

money in the comment section it really helps with the youtube algorithms

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if you found this video useful a thumbs up would be

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highly appreciated stay tuned for exciting new videos to ensure you don't miss out please subscribe

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and hit the notification bell icon you may also want to check out the video

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that pops up on the screen somewhere until next time thank you for watching

✨ Vidéo recommandée

23 phrases

Vocabulaire et conseils d’expression pour cette leçon

Cette leçon d’expression orale s’appuie sur la vidéo « How to Build AI ChatBot with Custom Knowledge Base in 10 mins ». Les mots qui reviennent le plus souvent : click, agent, document, website, chatbot. Cette vidéo contient 124 phrases et 1542 mots à répéter en shadowing. La partie parlée dure 10:45. Le locuteur parle à un rythme régulier d’environ 143 mots par minute, confortable pour le shadowing. 82 % des mots font partie des 3 000 mots les plus courants en anglais ; le reste mérite d’être vu avant de commencer.

Vocabulaire clé de cette vidéo

15 mots de la vidéo à retenir, avec leur prononciation et leur sens :

Mot	Prononciation	Sens
enable verbe	/ɪˈneɪ.bəl/	autoriser, permettre
select verbe	/sɪˈlɛkt/	choisir, sélectionner
cloud nom	/ˈklaʊ̯d/	nuage
import nom	/ˈɪm.pɔɹt/	importation
invest verbe	/ɪnˈvɛst/	investir, consacrer
manual nom	/ˈmæn.j(u)əl/	manuel
virtual adjectif	/ˈvɜɹt͡ʃuəl/	virtuel
interaction nom	/ˌɪn.təˈɹæk.ʃən/	interaction
upload verbe	/ˈʌpˌloʊd/	téléverser, télécharger
successfully adverbe	/səkˈsɛs.fə.li/	avec succès
icon nom	/ˈaɪ.kɑn/	icône
bucket nom	/ˈbʌkɪt/	seau, chaudière
interact verbe	/ɪn.təˈɹækt/	interagir
visitor nom	/ˈvɪzɪtɚ/	visiteur, visiteuse
prescription nom	/pɹəˈskɹɪp.ʃən/	ordonnance

Les verbes à particule que vous entendrez

Mot	Sens
check out verbe	mater, regarder
go through verbe	traverser
miss out verbe	manquer, perdre
rip off verbe	arnaquer, escroquer

La grammaire de cette vidéo

Les structures que le locuteur utilise le plus, avec les mots exacts de la vidéo :

Structure	Dans la vidéo
Phrases conditionnelles if + proposition, will/would + verbe — une condition et son résultat	If they're not enabled, you'll get
Present perfect have/has + participe passé — une action passée qui compte encore maintenant	I've already uploaded · has been created · has been imported
Voix passive be + participe passé — l’accent est mis sur ce qui arrive, pas sur qui le fait	are enabled · has been created · has been imported

Prononciation à surveiller

Le locuteur utilise 25 contractions et formes réduites, comme we'll, you'll, I'll. Prononcez-les sous leur forme courte, telles que vous les entendez.

Les sons « th »: algorithm /ˈælɡəɹɪðm̩/, thumb /ˈθʌm/, authentication /ɔːˌθɛntɪˈkeɪʃn̩/
Les sons « sh » et « zh »: interaction /ˌɪn.təˈɹæk.ʃən/, presentation /ˌpɹɛzn̩ˈteɪʃn̩/, prescription /pɹəˈskɹɪp.ʃən/, congratulations /kənˌɡɹæt͡ʃəˈleɪʃ(ə)nz/, integration /ˌɪn.tɪˈɡɹeɪ.ʃən/
Mots longs — placez bien l’accent: interaction /ˌɪn.təˈɹæk.ʃən/, successfully /səkˈsɛs.fə.li/, analytics /ˌæn.əˈlɪt.ɪks/, congratulations /kənˌɡɹæt͡ʃəˈleɪʃ(ə)nz/, utility /juːˈtɪlɪti/

Les sons difficiles pour les francophones :

/h/ — il se souffle, il n’est pas muet: helpful /ˈhɛlp.fl̩/, behavioral /bɪˈheɪvjəɹəl/, hardworking /ˈhɑːɹdˌwɜːɹ.kɪŋ/
/tʃ/ et /dʒ/ — à ne pas adoucir en « ch » et « j »: virtual /ˈvɜɹt͡ʃuəl/, congratulations /kənˌɡɹæt͡ʃəˈleɪʃ(ə)nz/, junk /d͡ʒʌŋk/, messenger /ˈmɛs.ən.d͡ʒɚ/, chatbot /ˈtʃætbɑt/
/r/ anglais — langue recourbée, sans frotter la gorge: import /ˈɪm.pɔɹt/, virtual /ˈvɜɹt͡ʃuəl/, interaction /ˌɪn.təˈɹæk.ʃən/, presentation /ˌpɹɛzn̩ˈteɪʃn̩/, interact /ɪn.təˈɹækt/

Comment s’entraîner avec cette vidéo

Écoutez la vidéo en entier une fois sans parler et notez les mots que vous ne connaissez pas.
Répétez phrase par phrase à vitesse normale, en reprenant chacune jusqu’à ce que votre rythme corresponde à celui du locuteur.
Enregistrez-vous et comparez avec l’original, en faisant attention à des mots comme enable, select, cloud.

Qu'est-ce que la technique du Shadowing ?

Le Shadowing est une technique d'apprentissage des langues fondée sur la science, développée à l'origine pour la formation des interprètes professionnels. Le principe est simple mais puissant : vous écoutez de l'anglais natif et le répétez immédiatement à voix haute — comme une ombre suivant le locuteur avec un décalage de 1 à 2 secondes. Les recherches montrent une amélioration significative de la précision de la prononciation, de l'intonation, du rythme, des liaisons, de la compréhension orale et de la fluidité.

Technique du shadowing : lire le guide complet étape par étape →

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