Easy Website with Generative AI – GPT-3 | Python | Midjourney – PART 2

So this is part two of a three-part series
where we will build a website with AI assistance. So I highly recommend you go back and watch
part one if you haven't already. Anyway, let's get started with part two. So if you didn't watch the last episode we
ended with picking our domain and our host. So in this episode we're gonna start with
content creation with GPT-3 and we're gonna use David Shapiro's script that he wrote that
is open source that creates blog posts or articles It's really good and you should if
you're into GPT-3 and large language models you should really go check out this YouTube
channel and his gist hub if you want this script so I'm gonna leave that in the description
below.

It's highly recommended and We're gonna prep
the content we create We're gonna do some image creation with midjourney, Assembly Fusion
from the prompts we created last episode. Set up the website. That's probably gonna go quite fast. And we're gonna deploy some content with our
four topics. So, let's just get going. So here we are in David Shapiro's script. I'm not gonna go through how the script works
now. I'm just gonna leave his video in the description. So you can go watch how the scripts work there. But basically, everything is almost written. You just need to fill in what you want to
write about. So I have created our first prompt, and that
is, "I want to write a blog post about AGI.

I'd like to know what artificial general intelligence
is, its history, and if it will be a reality." So this is gonna go and create a bunch of
outlines. And just loop through them and create better
and better outlines until finally it writes The length is not determined. We just have to see in the end, but it's gonna
be quite a good chunk of a blog post So I think we just head over to the terminal and
run this script Okay Is Go! So you can watch how this boots up now and
then I'm probably just gonna speed this up because it takes a little time. You can see here it writes the first outlines. What is AGI? The history. Here he goes again and run an improved description
for outlines. Here he comes up with 10 different things
to write about. What is the risk of AGI? How can we prevent prepare ethical implications,
the future of AGI, is AGI a reality? So here we can see the scripts starts to write
for GPT-3 starts to write.

So I'm just gonna let this run now and then
we come back and see the final result. Okay, so that was the script done. I think it took about, I would say three,
four minutes. So we can see we have a big chunk of text
here that is all about AGI. You can see we have how close are we to creating,
we have a list here, the potential application of AGI, automated vehicles, cybersecurity,
speech recognition, robotics, but of course these are not with headlines so what I'm gonna
do now is prep this text for deployment or not now but I'm gonna have to do that before
we can deploy it but now I'm gonna run the script without three other topics the script
has now written content for all of our topics you can see here we have machine learning
NLP AGI and deep learning so the next thing I'm gonna do now is prep the content so we
get some headlines and it's ready to be deployed into our websites.

So I did some quick cleanup from the content
we have created. So now I have four posts ready to deploy. We got the AGI and I just added a few of these
headlines. We got three H2 headlines, the history, we
got the future of AGI. We got some machine learning, deep learning,
what is deep learning, the history, applications, same with NLP.

So I think these are quite okay content. Of course, it's not perfect, but it's quite
good. And I read through it and it seemed pretty
accurate. That's one thing you gotta be careful with
using AI. You gotta double check and rewrite if there
is something Doesn't sound quite right. It's probably wrong. So yeah, that is four pieces of content ready
to publish. So of course we need some images for our website. So what I'm gonna do now is just run the prompts
we created with Giphy tree. I'm gonna just cycle through all of them and
see which one with comes out the best.

So let me just do a couple here now. So, I'm gonna create a whole bunch of images
now and then we are gonna pick out the ones we like the most for our four web pages. Okay, so we have some results back for our
images. Let's just have a look here. I think they look quite good. There are a few different ones here. This, I think this was augmented reality.

That's quite cool. We got some AGI here. This was 3D printing. Sounds strange. But we got some good pictures here we can
use, so I'm pretty happy with this now. Okay, so now we have our content, we have
our images for the website. Now it's just to set it up. My plan is to do this in fast forward. Of course you can slow it down and watch the
steps, but I'm not gonna be explaining each detail, so I'm gonna leave a link in the description
with a tutorial to each step. So yeah website set up. Okay so that was the website is now up and
running.

So now we got to start adding some content. So I thought I'd just walk you through adding
just the first post, then I'm just gonna do the rest after. So you just go to post, add new. And since we already have our structure here,
I can just start copying the title. It's in here. Since we have the whole article here, I can
just copy this from docs. Should be really easy. Paste it. And that should be about it. Of course you gotta do the paragraphs so they
are easy to read right don't make them too long here.

I think this is okay maybe this because no
one likes to read like a really big chunk of text. So I think this looks good. This Check it on mobile. We're gonna add pictures and stuff later so
but for now I think this looks okay. Some other things you want to check is your
categories. So here we're gonna go AGI, ARAV. Picture of Asia. Alt text. Save. Preview. Okay, looks good. Publish. So that should be our first Article ready
to go. Just do a quick look at the site now. See if our post showed up here. Yeah. Popular posts. Artificial general intelligence.

Okay, so that should be all the posts uploaded. Took me about five minutes. So if we update now, we should see all the
posts go up. Yeah. Four posts ready to go here. And these are all linked to our menu. So if you go deep learning, Machine learning
and then it'll be AGI Home Now we have a very nice base to just keep on building our website
so Happy with this so far. So that was part two done So check out part
three here where we will do some final touches like homepage design image integration GPT-3
marketing tips and finally the web page launch So I hope I see you.

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LIVE GOAL REACTION As Liverpool Beat Brentford In Stoppage Time!

for Mo Salah oh mo Salah what a pass the GP got the score oh he doesn't the ball gets worked out to Mo Salah on the right hand side Cody gakpo has so much space so much time can Mo Salah pick the pass yes he can and in fact it's one of those as Cody gakpo runs into the space most alert that the timing on the pass is perfect and gakpo I think he tries to be a bit too nonr strong the keeper Fen comes out makes himself big and I think he almost just trying tries to guide it but I wonder should he just try and put his you know what credit to finish is that b was was that a pass or a shot I what he trying to do there one whatever it was I think he is just trying to knock it around him because fleen come out lift over him he can't he can't lift over him cuz fle fen's made himself so big there he's come out rushing out and he's made himself massive so the only way you can do it is just put it around himf in down the right hand side ball that's really really poor brenford do really well down the right hand side rosev gets in he's got so much time to pick a pass and the ball is into the box is really poor and Trent manages to clear but he had a lot of space on the right hand side now Liverpool can break and gakpo could be in down the left hand side and gpo's got the ball he's got Diaz to his left gako Cuts in he plays it to Salah shot deflected and is clear I thought that Diaz on the overlap might the pass was the ball but to be fair though if you're charging forward and you see moal in space who has a shooting opportunity I can understand why he was seduced by that option yeah yeah but Diaz was the ball really though it's a fascinating game this we we thought it would go people have just gone to me in the you know in the when we heard that clip oh you know not many goals it's fine but this is a good game of football Abby this is end to end stuff it is but from more excited then well sorry but I just wanted to ask you actually because from a Liverpool standpoint let's say that you I mean you've got a corner at the time that we're speaking but let's say that you end up you know this game is another draw I mean you do have to look at kind of the last couple results that you yeah there there was some question marks for you know Sam as a Liverpool fan how how would you feel about that is that a little bit of a drop off what do you do to fix it the windows open is there something you need to do in the market do you need a little bit extra we've spoken about obviously in the summer you definitely need a a left back I think you definitely need someone else an upgrade on Jerel Quanza um what do you do I think left back has been a real issue I think whether it's been Robertson this season whether it's been simic cast this season we're conceding way too many goals down that left hand side it definitely was an area in the Summer where we were link with lots of different players there lots to talk about the six you know we need we needed a six zy was the player after left back's been a big weakness too often too many teams targeting that left hand side and are getting too much joy would I I don't think I'd be worried because sure three draws in a row you got to think away games to brenford and forest look games that we want to be winning but we know Forest having an amazing season United game yeah United game was probably our worst performance this season gakpo in though oh gakpo he does play Diaz in oh it's a really really good tackle from um Defender I think it's SE Vandenburg he's made a really really good tackle it was almost a cin copy of what we were talking about gakpo traveling with the ball this time he does pick out Diaz but it's a really good last Stitch tackle from set vanen goals in the game between brenford and Liverpool um I'm not sure how much you've watched here already but it's been a really good nil it's been it's been a good game Marcus let's let's call it a pulsating nil nil I wouldn't say theck okay okay well uh I think it's it's it's been pretty end to end and quite open surprisingly there hasn't been yet but brenford have had their moments yeah both teams have had not easy place not an easy place to go at all they they need to get something though Liverpool they need to get back to winning WS because you know that the [ __ ] in the armor that I don't necessarily even agree is there it's getting more and more difficult to suggest that Liverpool are totally convincing when they're forever Dro dropping points like you know you know individually so they drop points at St James's park I think you can definitely position that it's a good point three all with the the prospect it didn't materialize but the prospect at the end so so I I also think that a draw against Manchester United you can present that as a as a good point but you're running out you know in the cumulatively so many good points they suddenly become not such a good point I think the difficulty is though uh to to try and you know spin that narrative is look at Arsenal who were probably their main Rivals for the title well how many points are they going to drop you know this is it you could see you could see a world where Liverpool dropped points here but still end up increasing the gap on Arsenal and they go a point I mean this is what we were saying earlier Abby that you in in those crunch games I just don't really trust Arsenal that much you no but the thing is the longer that Liverpool leave the door open and don't capitalize on these things then you are allowing Arsenal to creep back into it whereas how many points was it at one point that you had was it seven with a game in hand or yeah it might have been yeah something like that so okay that's cut to four and you've got the game in hand which I did say earlier is not as easy as I think maybe Liverpool would like to make make out it would be going away to Everton last Mery side Derby but under the Lights Under The Lights it's very important under the lights the last one good back that's a Barkley's game it could be a Barley's game um but there's a mention for them again I hope get Aston this just how it works you just name drop Brands drop Brands you know yeah uh but look I I be honest with you I I have kind of ruled Arsenal out in terms of winning the league and maybe that I hope dearly that will not come back to bite me um but I I just kind of thought that maybe these results the result against noting and Forest it's a tough place to go at the moment Forest and to be fair we did especially that second half absolutely you know the keepers made some wores hasn't they yeah absolutely but that's what you need it's it's it's a team game you need your keeper to be strong and keep you in it and today again going to brenford is a tough game but if you're going to be winning this league you do have to be putting these games to bed and and I'm surprised I thought this would be a tough game but I really thought that you would be able to see this through and that that is where my concern is and on top of that obviously injuries if you if you get injury to someone like Virgil Van djk if you get an injury to to karti and that happens at the same time for example like what Spurs have had with their Center back Partnerships which we've seen United had have over the years when Arsenal lost CBA obviously he's not playing today but in Seasons gone by that can completely derail you and I look at maybe the depth that you've got there and I don't think that you've got enough jell coner is not enough for me gome is always injured he's always injured he's currently injured anyway and the drop off even when you have someone like a canate and you'd have a a quaner there is so much disparity between the two so that's why for for me I'm so desperate for you to obviously win the league because I wouldn't want it to be Arsenal hopefully it might be Forest but there is a concern that if you don't do something in this market and then you go and get a big injury which I hope you don't there is a problem with that and then the question though is if Liverpool is struggling are Arsenal Rory in a position in a place right now as a football team to go on a three four five six seven game winning run and really put the pressure on Liverpool is that can they do that no no they can't and that's why that's why I think Liverpool will win the league even if Liverpool end up limping their way to the league which I don't think they will I think they'll fine for I think they lrw a very impressive points tally and I think they'll win the league convincingly but even if they don't even if these chinks in the armor that people are suggesting are apparent in this Liverpool team are true I can see them limping their way to the title they don't have to be perfect because the team that's chasing them is far from perfect and far less perfect than they are so ultimately I don't really see it being too too triy for I I completely agree with you I mean is it ridiculous to say that Forest could capitalized I mean I you know I suppose to to count my own sort of point there is that when Liverpool came to town and that and it was you know it was a huge game I understand they won anfield but it was early on the season at a very different if you like phase of the season for want of a better word Forest they get the goal and it was like right we got to sit on this now I know that's how Nuno often sets up teams and he's more defensive than he is attacking but if you're looking for that kind of Haley's Comet season you know with Leicester city when they won the league you can compare that to when they went to Man City the had and won 3-1 you know I think you make a really good point I think they show Liverpool too much respect especially the two Forest Wingers and Langer and H adori they got Pace they got skill and Liverpool's two right backs Trent was going into that game on the back of the United game where he struggled Robertson's had an awful season and almost just think be a bit more braver try and get them on the ball try and get them at the two full backs problem do you do you genuinely believe there's a world in which Forest could do it or do you just think it's a great story that's worth us talking about yeah I I think it's probably the latter I I i' I mean be Sensational if they won the league but oh yeah so chance for Visa as oneone with van dijk he got the ball onto his left foot from the tight angle he shot straight at Alison 83 gone still brenford no Liverpool now I thought he was going to add to that impressive tally he's already got this season um I I I I don't think Florest are going to win the league um and top four that's a distinct possibility and I think one thing that bodess well with regards to top four and and and that kind of thing and them sustaining it and not dropping off now we're into the second half of the season is actually the new KN those tactics yes maybe it's harsh to be critical against Liverpool but if we were to kind of really try and be nitpicky but one of the things I would say goes in his favor with regard to all that kind of stuff is that if you want to sustain something and clean sheets are going to do that and they've got the quality go forward Chris Woods having the season of his life but also as well when they went away who was it now was it maybe wolves where they won 3-0 fairly recently football and they went two up and yeah and they and they got a goal late on it looked like the archetyp professional job let's get this done without a fuss no messing around we're better than these and I thought I tell you what that shows a bit of quality control the problem they've got is it's so congested you know when you think about top four it's whether you think Liverpool finished top or fourth they they'll be there Arsenal will also be there now it's congestion what at Bournemouth today it's congested like there there's what seven into two but the fact is but the fifth place though champ the fifth place opens up a bit but it's still seven into three yeah it is yeah and there are a lot there there are a lot of teams that obviously improved massively teams that are overperforming teams that have underperformed you have to also obviously I mean Spurs and United are pro are Miles off of getting anywhere near it but you have to also look at those two teams that would usually be up there so was that saying how good the Premier League's got that it's more competitive or is it is it not as good anymore is it a worse product I think it's probably worse this year not necessarily always but I don't think it's this isn't going to be one of The Shining years of the Premier League I don't think it's it's fascinating it's it's it's a story in itself the fact that we have a situation where it could quite easily be Bournemouth and Nottingham Forest qualifying for the European Cup but that's not that's not beyond the the possibility yeah totally toally that could happen does that not make it a good thing because where we've gone through years and years of having this you know the the top four the top six that's kind of it is what it is and like how dare you try and knock on the door with it and if you know it might be one team then we say Okay Leicester have had you know it will never ever happen again well if it did happen again I mean doesn't that make you think that teams that maybe you know were promoted or like leester wear or Forest potentially could do something and a Bournemouth side that has got 12,000 capacity and you know the way that Brighton have built to be able to challenge and Newcastle again I know that they're now owned by Saudis but they haven't obviously had the investment um house City had when they were coming through or Chelsea had doesn't that give you a greater product to show you how competitive the league is rather than it's just the traditional Old Guard looks probably more likely that that Liverpool are going to be the team that go on and win it then that's the kind of thing where artetta says to his players for crying out loud Lads and it could be a galvaniz [Applause] oh guess who it is it's NES oh it's n oh into the 91st minute sorry Rory Jennings literally said in the season moments in the season there are limbs in the away end there are bodies flying everywhere Grandad's getting C and it's Tren on the right hand side he picks out Nunez and how often have we seen Nunez in front of goal miss big chances in important moments in he was ins didn't have to think about it it just came to him he did not have to think about it you're absolutely bangard him in lot lots of games toward the end of last season there were moments he had one-on ones and he would miss them this time though Off the Bench 91st minute at brenford who we know are so good at home Darwin y slots home let's have a look at a replay Trent has the ball he plays a one um yeah ja Elliot plays it back to him he gets a little bit lucky because his first ball into the box gets blocked but it then falls back to Trent who picks out lunz and he slots it in from from close range we should say that's the moment that's the moment like you know when you look back on this season there is a massive chance that we have just witnessed the historic moment of the season that's it you think yeah I think that could be it well if Arsenal don't win later you'll look back on this weekend and go that that was deflated right now is going to be deflated right you're AB if brenford managed to get a point there Suddenly It's like I'll tell you what exactly and and and it has a massive impact you know if Liverpool were drawn here suddenly the Emirates is buzzing yeah yeah they're and you do know you know as a fan you know like I I remember I remember when we won the league in what would it have been 17 we went away to sundland just before Christmas for a night game and tibo CW made this like ridiculous save SE fabrias scored the winner for us but CWA made this save and I remember like go that was it you know you think that save is the moment that you win the league you know you look back we we did it under Mourinho we went away to Blackburn Rovers and won arjent Robin this could be it yeah uh Liverpool got four on two here Elliot's got the ball he plays it to Nunes Nunes again there you go Dar Nunes has gone to someone's got to say it someone's got to compare like London bus right someone has to say it come D Nunes has a break to brenford it is brenford nil Liverpool to it was a counter attack Harvey aliot carried the ball he played Nunes to be fair Rory he had a bit more time to think about this one a clever finish you see how it inspires confidence though if they come the other way around he might miss you know love the Finish oh I think you've summed it up brilliant moments in the season games in the season where you think title winning team mentality monsters yeah on am on da via the talk sport app and on your smart speaker talk sport

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Company of Heroes 3 Developer Diary // Core Gameplay Experience

I always think that, when making a game sequel, we must first listen to the opinions of the core audience. This is the most important part of sequel production, because it is they who have accompanied us from the birth of the game to the present, and they know the details of the game best and are the ones who are most looking forward to the game.

They are the ones who can introduce features they like, and they are the ones who want the game to fix the content they hate.

Therefore, their opinions are the most valuable for us.

We will continue to listen to their ideas before and after the game is released.

So as to ensure Our game is designed to satisfy the needs of our core players, Our core fans have been with Company of Heroes for many years.

This time we will launch the largest number of factions ever.

I believe they are also very excited.

We will also, add new, The, core gameplay of the game lies, in the earliest sentence of the Company of Heroes series that is every battle, tells a story For Company of Heroes.

3.

We wanted to create a richer. And deeper story With so many different game.

Mechanics, we have a lot of control over the game.

The tactical experience has been greatly enhanced.

The focus of this game is still on using cover fire suppression, flanking attacks to retreat and using fortifications to use joint fire and indirect fire to attack the enemy.

All of this combines to form a smooth rhythm in this game.

If we want to talk about the specific content, we have to mention the various troops This time, the faction mechanism will definitely make everyone’s eyes shine.

A more grand battle group system has been added to this game, which further improves the operability of the troops.

At the same time, we also We have conducted in depth research on the experience system and added more content than previous works.

Players can interact more deeply with the system and strengthen the emotional connection with their soldiers.

I just mentioned an innovative content, which is the side armor of the tank. This element will be Vehicle.

Combat in this game plays an important role With this function.

Players will be more comfortable when conducting flanking attacks and will also gain a stronger sense of accomplishment when successfully completing flanking tactics.

We carefully refer to the previous two works to analyze Company of Heroes.

1.

We found that our approach to combat had improved significantly over the years.

It gives players a movie like feeling We really like the dynamic and ever changing battlefield.

So we tried our best to reproduce this feature in Company of Heroes.

3.

I am also a player of Company of Heroes. What excites me most is the flexible and diverse characteristics of the troops in this game.

From the beginning of the development work, we designed these troops together with the player community, which also gave us a lot of inspiration and added new depth and diversity to the troops.

I think whether it is real people or not, Whether playing against the computer or delving into the campaign mode, all types of players will love these troops.

.

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