Build ANY App with Google AI Studio + Gemini 3.0 + N8N AI Agents
By Zinho Automates
Summary
## Key takeaways - **Insane Combo Builds Apps in Minutes**: Google AI Studio just launched a major update, and when you combine it with N8N, you've got an insane combo for building AI apps in minutes. We've already built two fully working apps using this exact setup. [00:02], [00:12] - **Red Bulk Fitness App Demo**: The first app created is Red Bulk, which allows you to type or select your fitness goal like a 3-day or 5-day strength training program or lean bulk. It triggers the N8N workflow to do a web search and YouTube search, returning a structured plan with titles, focus areas, day labels, and direct YouTube links. [00:24], [00:55] - **Meal Prep App with Recipes**: The next app is a meal prep planning app where you select the food and daily calorie goal. N8N returns a recommendation of three to five balanced recipe options per day, complete with titles, ingredients lists, and step-by-step recipe instructions. [01:10], [01:21] - **Built in Under an Hour, Free**: Both of these apps were built in just less than an hour, and it's completely free with no coding experience required. [01:29], [01:40] - **Import JSON Workflow Instantly**: In N8N, create a new workflow, select import from file to choose the downloaded JSON file, and watch as all of the nodes populate automatically with pre-connected structure, leaving just credentials and minor tweaks before activation. [03:11], [03:22] - **Connect Frontend to Backend Easily**: Copy the webhook test URL from N8N, paste it into Google AI Studio chat, and tell it all data from the web app should be passed to N8N as a text payload via this webhook URL. Just like that, your frontend and backend are connected. [05:23], [05:46]
Topics Covered
- Build Fitness Apps in Under an Hour
- Import Workflow for Instant Setup
- AI Refines Goals into Video Plans
- Connect App via Webhook Instantly
- Tweak Prompts to Customize Apps
Full Transcript
Google AI Studio just launched a major update. And when you combine it with
update. And when you combine it with N8in, you've got an insane combo for building AI apps in minutes. And guys,
I'm not just talking about theory. We've
already built two fully working apps using this exact setup. And guys, in today's video, I'm going to show you exactly how they work and how you can build it for yourself as a beginner. So
guys, the first app that we created is this fitness app and it's called Red Bulk. And guys, the cool thing about
Bulk. And guys, the cool thing about this is that it allows you to type or select your fitness goal. And I mean guys, this can be a 3-day or even a 5day strength training program or it can even
be the type of training that you would go for if you were looking towards getting a lean bulk. Now guys, after selecting your goal, the app instantly triggers the inate workflow and it does
a web search and YouTube search to actually find relevant YouTube videos.
And guys, the app returns a structured plan with titles, focus areas, day labels, and direct YouTube links and you can simply just click on it to watch
each day. And then for the next app,
each day. And then for the next app, guys, we have a meal prep planning app.
And this is where you can select the food and the daily calorie goal that you are going for. And after submitting it, N8N gets to work and it returns with a recommendation of three to five balanced
recipe options per day. And the best part is it's complete with titles, ingredients lists, and stepbystep recipe instructions. And the best part of all,
instructions. And the best part of all, guys, is that both of these were built in just less than an hour. Are you
telling me that an app can actually be built in less than an hour? Yes, guys.
It's two and it's completely free with no coding experience required. So guys,
in today's video, I'm going to walk you through how to generate your own app using Google AI Studio and also N8N. And
by the end of this video, guys, you will have everything that you need to turn any basic idea that you have into a live interactive tool. And guys, to make
interactive tool. And guys, to make everything even better, we have included our workflow in our free school. So what
you have to do is simply just click on the link down below in the description.
And here guys, you can simply just copy our template and everything is already done for you. So guys, once you are in, then what I want you to do is you have to head over to the classroom section.
And it's packed with so many readyto-use templates. And what you are then going
templates. And what you are then going to do is you're going to look for the one that is titled Z A14 Google AI Studio plus N8N equals insane app
building. So click it to access all of
building. So click it to access all of the details including a visual layout and download links for the JSON workflow and access the Google document with the prompts so that you can dive right in
with a proven setup. But now guys, let me show you how we can put all of this together and how you can start creating your very own apps. So guys, since we are starting off, the first thing that you're going to need to do is you're
going to have to head over to the N8N dashboard. Okay? And then what you're
dashboard. Okay? And then what you're going to do is you're going to create a new workflow. And then you are going to
new workflow. And then you are going to click on the three dot menu in the header. And then you're going to select
header. And then you're going to select import film file. Okay? And this is basically just to choose the downloaded JSON file. Okay? And then watch as all
JSON file. Okay? And then watch as all of the nodes are going to populate automatically. And this brings in the
automatically. And this brings in the pre-connected structure, leaving just credentials and minor tweaks before activation. And it's also minimizing all
activation. And it's also minimizing all of the setup errors that you might occur and also getting you operational fast.
Okay guys, so now that we have that, it's time for me to just kind of explain everything just so you understand exactly what we are going to be doing.
Okay, so here's basically how the entire workflow actually works. Okay, so when you submit your fitness goal into the app, okay, it actually triggers the NAN
workflow through a web hook, okay, and then the AI then refineses your goal into smart search terms and it uses things like Tavly in order to find the
best YouTube workout videos. And next,
an AI agent then analyzes those results that you got and it picks the top videos for your specific goal. And then it formats everything into a clean structured plan which is making it all
easier for you to understand. And then
the whole process basically takes around a minute to finish. And once you are done, you get your personalized workout plan with clickable YouTube links sent right back to the app. And then the
whole app is actually being made with Google AI Studio. And the whole backend runs on N8N. So it's basically as simple as that. But now I'm going to show you
as that. But now I'm going to show you how we can actually start building this from scratch and I'm going to prove to you that you can do it in just a couple of minutes. Okay. So now that we have
of minutes. Okay. So now that we have the entire overview done guys, now let's build our app and also the back end together. Okay. So first you are going
together. Okay. So first you are going to grab the prompt from the free school and then you're going to copy it into Google AI studio and then you are going to hit enter and let Google Gemini work
its magic. Okay. So now in just a few
its magic. Okay. So now in just a few seconds you'll see your fitness appear on the right side of the screen and you can already test it if you want to. So
then this is actually the fun part because here you can see how it all gets basically so powerful. Okay, so we need to connect this app to our init workflow so that it can actually search for
videos and also return the results. So
here's how you do it. Okay, you're going to open your init workflow and find the web hook node. And then you're going to copy the web hook test URL from the section. And now go back to Google AI
section. And now go back to Google AI Studio. Then paste that URL into the
Studio. Then paste that URL into the chat and tell it all data from the web app should be passed to N8 as a text
payload via this web hook URL. And just
like that, guys, your front end and your backend are now connected. And when
someone submits a fitness goal into your app, then it will trigger the entire N8 workflow that we just walked through.
So, as you can see, guys, that was really simple, but I'm going to show you how the rest of this gets even more simple. Okay, so now I often read in the
simple. Okay, so now I often read in the comment sections that people want to customize it and they actually want to make all of this their own. Okay, so it
is definitely possible to do this and I'm going to show you how. Okay, all we actually have to do is literally just change the prompt. So this prompt is how we generated the meal prep planner app which is quite different from the
fitness app as you guys can see. So it's
important to tweak your prompts depending on how you want your app to look like and also function for you.
Okay. So let's get back to creating the fitness app so that you can follow through and also learn the whole process first before generating any other app.
Okay. Because I genuinely feel guys that it is super important to understand every single step. understand what every single step does so that you can make the best decisions and trust me guys I'm going to show you it's going to take a
couple of minutes and you are going to be so satisfied okay so now you're going to head back to N8 to finish setting up the fitness app back end okay so let's
start with the teav setup followed by the open router setup so teley handles the web searches for YouTube videos pulling recent relevant results based on
the find queries okay so sign up at teavy.com and then copy Copy the API key from your dashboard and then paste it into the authorization header as be and
your key in the search topic nodes body parameters and this should give us access to the internet to do research on your fitness goals. Okay, so open router
makes this workflow pretty smart. So
create an account at open router and then head to keys tab to generate an API key. Okay. And then you are going to
key. Okay. And then you are going to name the new key and you are going to copy it and configure two N8N's open credential by entering in the API key field. And this credential links to the
field. And this credential links to the brain node. Basically giving an AI agent
brain node. Basically giving an AI agent a brain to think before it basically acts. Okay guys, I hope that makes
acts. Okay guys, I hope that makes sense. And now guys, it is time for us
sense. And now guys, it is time for us to actually test out everything to make sure that it works. Okay, so this is basically how the app works. Okay. When
you execute the the N8 workflow, then you head back to the app to enter your fitness goal. Okay. And once you
fitness goal. Okay. And once you submitted your fitness goal, the data then gets passed onto the N8 to process it and then it gives us video recommendations. So the workflow defines
recommendations. So the workflow defines the query, searches the web and then also AI is used to format outputs with the respond node returning any array of videos. So there guys, we just put
videos. So there guys, we just put everything in. And now that the
everything in. And now that the execution is successful, let's check out the results that we got. And there guys, as you can see, the app produces a whole plan with video recommendations which
are relevant to your fitness goals. So
each video recommendation includes a title, description, a day label, and a YouTube URL that leads you to the video.
Okay? And from here, you get to actually see that each thumbnail that you click on leads you to the actual YouTube video that should help you with your fitness goals. Guys, this is definitely a game
goals. Guys, this is definitely a game changer and it's the kind of thing that I can see helping so many people. But
this is just an idea of what you can create in just a couple of minutes using this method. So, take a moment and
this method. So, take a moment and think, what can you create if you use this method? I don't know. Let me know
this method? I don't know. Let me know down in the comments. And there we have it, guys. Your fitness recommendation
it, guys. Your fitness recommendation app is now fully operational. It's ready
to deliver tailored workout plans that keep users motivated and also more importantly returning every time. And
then next guys, deploy the ACT app to a host like Versel for public access. And
what you're going to do is you want to monitor usage to the fine prompts for better matches. And then guys, don't
better matches. And then guys, don't forget to join our school community for all the support that you need. And what
you can do is you can even share your first generated plans or you can collaborate on expansions over at our free school and then guys watch your user base grow with this handsoff AI
powerhouse. Now guys, I'm so curious to
powerhouse. Now guys, I'm so curious to know what are you going to be building.
So if you have the ideas already, drop them down in the comments guys so that we can check them out. And also guys, give this video a like and subscribe to the channel and turn on those bell notifications so that you never miss
another update. But guys, I'm Ty and I
another update. But guys, I'm Ty and I will catch you on the next
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