Hello guys.
So finally we are going to create our end to end gen AI project using Lang Chain, where we will be
summarizing text from YouTube videos or any external website.
So in this video I am going to show you a demo.
Like what exactly this entire Jenny AI app actually do.
And I will just probably go ahead and enter all this particular values that you actually see in your
screen.
Right.
So here you can see on the left hand side we will be using grok API key specifically to use our open
source models.
Uh so here you have an option to just go ahead and give your URL.
So your URL over here can be a YouTube URL.
Or it can be a website URL, right.
Any pages URL.
You can basically go ahead and give it from here.
And as soon as I probably go ahead and click summarize, we should be able to extract the content from
that particular URL, and we should be able to summarize it right.
So let's go ahead and check this specific demo.
So here I have this amazing video that I've created in my YouTube channel which is called as AI versus
ML versus DL versus generative AI.
So I'm just going to go ahead and copy it over here.
I will go ahead and paste it over here okay.
Now let's go ahead and click on summarize.
So here it shows.
Please provide the missing values.
That is nothing but grok API key.
So we have also made sure that the validation is basically added.
So I'll go to my env file and I will just go ahead and pick up my grok API key.
So let me quickly go ahead and paste it over here.
Once I enter now I will click on summarize.
So here you'll be able to see that it will uh go ahead and probably pick up the transcript of this particular
video.
And it will summarize this in an amazing way.
Okay.
And the model that we are specifically using is uh, gamma gamma model from uh, Google.
It is a complete open source model.
And I tried it out with other models also like llama three Mistral.
But the best kind of results like this way that I was able to get was from gamma model.
Okay, so here you can see the video explores the concepts of generative AI, a subset of deep learning
focused on generating things.
This, this, this.
All the information is basically here.
Okay.
Uh, this is one functionality.
This is with respect to YouTube video.
Let's say if I want to go ahead and play with, uh, any websites.
Right.
So let's say this is one of the website over here, uh, docs.blacksmith.com.
I can go ahead and give this website also.
So as soon as I click on summarize, what it is going to do is that it is going to pick this particular
URL, get the content from it, and summarize the entire context or content that is basically present
over here.
So if I go ahead and click on summarize.
So here you will be able to see that it will tell you to please wait.
And it is going to take the entire content.
It is probably going to perform each and every thing like what all things it will be performing.
It will talk about it.
And this is the entire information, the entire summary of this particular website.
Not only this, let's say if I go ahead and see any other websites over here.
So let's say I go to, uh, I go to Lang Chin itself.
So I'll go ahead and write Lang chin.com.
Okay.
And I will go ahead and see the docs.
Okay.
Um, okay.
Let's pick up this particular doc, the introduction over here.
And once I go ahead and use this over here and copy and paste it, and once I click on summarize, you'll
be able to see that this entire lecture and framework, I'm able to get it and all it is doing an amazing
summary altogether.
Right.
So this is what we are basically going to create in this particular video.
Um, now in the next video we are going to start the coding and step by step, uh, we will be making
sure that we implement each and every thing.
So yes, this was it from my side.
I will see you all in the next video.
Thank you.