Coding with AI: The Beginning of the Personalized Software Era?

Summary

In this video, the creator demonstrates how to build a personalized study chatbot application using Cursor AI. The app, designed for the browser, incorporates the Pomodoro Technique with a timer and employs the OpenAI API to generate Python code snippets and explanations. The tutorial covers setting up the app, adding conversation memory, and enhancing the UI with features like a clear conversation button and a 5-minute break timer. The video showcases the ease of creating customized applications with Cursor's composer feature, which streamlines the development process.

Takeaways

• 😀 The video demonstrates building a personalized browser application using Cursor AI.
• 🔍 The application is designed to be a study chatbot that utilizes the Open AI API for text generation.
• 🕒 It incorporates the Pomodoro Technique with a 25-minute work period followed by a 5-minute break, indicated by a timer.
• 📝 The user can input a topic they want to learn about, such as Python, and receive code snippets and explanations from the AI.
• 💻 The app is created using only HTML for simplicity and is set up to run directly in the browser.
• 🔑 The video includes instructions on how to obtain and integrate an API key from Open AI for the app's functionality.
• 📚 The app is interactive, allowing users to ask questions and receive responses that build upon previous messages for a contextual learning experience.
• 🛠️ The video showcases the use of Cursor's 'Composer' feature to streamline the development process by generating code snippets based on prompts.
• 🔄 The app includes features such as a clear conversation button to start a new discussion and an alarm for the end of the break timer.
• 🎓 The concept can be adapted to different subjects, as demonstrated by switching the chatbot's role to a World War II tutor.
• 🌟 The video concludes by emphasizing the efficiency and creativity enabled by using AI-assisted development tools like Cursor's Composer.

Q & A

What is the main purpose of the application being discussed in the script?

The main purpose of the application is to create a personalized, browser-based study chatbot that uses the Open AI API to provide Python code snippets and explanations, following the Pomodoro Technique for study intervals.

What technique does the application implement for study intervals?

The application implements the Pomodoro Technique, which involves 25 minutes of focused work followed by a 5-minute break.

What is the initial setup for creating the application according to the script?

The initial setup involves using HTML for the UI, setting up a text input for user queries, and integrating the Open AI API to provide responses and Python code snippets.

What is the role of the 'composer' feature in the development process described in the script?

The 'composer' feature is used to generate code snippets and integrate functionalities such as conversation history and the Pomodoro Timer into the application.

How does the script suggest handling the API key for the Open AI API?

The script suggests inserting the API key directly into the application's code, although it also mentions the option to set it in the environment for a more secure approach.

What issue with the chatbot's memory is addressed in the script?

The chatbot initially does not remember previous messages, so the script suggests implementing a feature to store and maintain the conversation history for context.

What additional features are added to the application in the script?

Additional features added include a 5-minute break timer for the Pomodoro Technique, an alarm to signal the end of the break, and a clear conversation button to start a new conversation.

How does the script suggest testing the Pomodoro Timer's alarm functionality?

The script suggests reducing the timer to 1 minute to quickly test the alarm setup and ensure it signals the end of the break period.

What customization does the script mention for the chatbot's subject matter?

The script mentions that the chatbot can be customized to provide lessons and quizzes on different subjects, such as World War II, by changing the system content and context.

How does the script describe the process of adding a clear conversation button to the application?

The script describes using the 'composer' feature to generate the necessary code for the clear conversation button, adjusting its placement in the UI, and testing its functionality within the application.

Outlines

00:00

🛠️ Building a Personalized Study App with Cursor AI

The speaker introduces a project to create a personalized application using Cursor AI, focusing on a study app that employs the Pomodoro Technique. The app is designed to be simple, browser-based, and utilize HTML. It features a timer, text input for topics, and an interactive chatbot that provides Python code snippets and explanations. The speaker demonstrates setting up the project in Cursor, including creating a directory, configuring AI rules, and enabling the composer feature. The goal is to create an easy-to-use, in-browser study tool that facilitates learning through code interaction.

05:01

📝 Generating the HTML App and Integrating Open AI API

The speaker proceeds to generate the initial HTML structure for the study app using Cursor's composer feature. The generated code includes JavaScript that interacts with the GPT model from Open AI. The speaker discusses the need for an API key from Open AI and guides on how to obtain and integrate it into the application. The app is tested for basic functionality, including the Pomodoro timer and the chatbot's ability to provide Python code snippets. The speaker identifies a lack of conversation memory and plans to address it in the next steps.

10:02

🔄 Enhancing the App with Conversation Memory and Features

The speaker addresses the issue of the chatbot's lack of memory by updating the app to maintain a conversation history, which allows for a more coherent user experience. The speaker uses the composer to generate the necessary code changes and tests the updated app, demonstrating that the chatbot now remembers previous messages and provides contextually relevant responses. Additional features, such as a clear conversation button and a 5-minute break timer for the Pomodoro Technique, are planned to be implemented.

15:04

🕒 Implementing the Pomodoro Break Timer and Additional Features

The speaker adds a 5-minute break timer to the Pomodoro Technique feature, which includes an alarm that signals the end of the break. After testing and adjusting the timer, the speaker successfully implements the feature. The speaker then focuses on adding a clear conversation button to the app, allowing users to start a new conversation. The placement of the button is adjusted for better user experience. The speaker also considers the potential for customization, suggesting that the app could be adapted for various subjects beyond Python, such as World War II history.

🌟 Completing the Study App and Exploring Customization Options

The speaker completes the study app with all the intended features, including the Pomodoro timer with break alarm and a clear conversation button. The app is tested for functionality, and the speaker expresses satisfaction with the results. The speaker highlights the potential for customization, demonstrating how the app could be adapted for teaching World War II history with quizzes. The speaker encourages viewers to try Cursor and its composer feature, emphasizing the time-saving and creative benefits of this approach to software development.

Keywords

💡Cursor AI

Cursor AI is a code-writing assistant that helps developers build applications quickly by generating code snippets and suggesting implementations based on user prompts. In the video, it's used to rapidly create a personalized study application, demonstrating its capability to streamline the development process.

💡Pomodoro Technique

The Pomodoro Technique is a time management method that involves breaking work into intervals, traditionally 25 minutes in length, separated by short breaks. In the context of the video, a Pomodoro timer is integrated into the study application to help users manage their study sessions effectively.

💡HTML

HTML, or HyperText Markup Language, is the standard markup language for creating web pages and web applications. The video script describes building a browser-based study application using only HTML, emphasizing the simplicity and accessibility of the project.

💡API Key

An API key is a unique code used to authenticate requests to an API, or Application Programming Interface. In the script, the presenter mentions inserting an API key to enable communication with the Open AI API, which is essential for the study app's functionality.

💡Composer

In the context of the video, Composer is a feature within Cursor AI that allows users to generate code based on natural language prompts. It is used to create the initial structure and functionality of the study application.

💡Code Snippet

A code snippet is a small piece of code that solves a specific problem or performs a particular task. The video describes the study app providing Python code snippets as part of its tutoring functionality, which users can then discuss and learn from.

💡Markdown

Markdown is a lightweight markup language used for formatting text, including code blocks. In the script, the study app uses markdown to format and display Python code snippets, enhancing readability and structure.

💡Conversation History

Conversation history refers to the record of previous interactions within a chat application. The video script discusses implementing a feature to maintain conversation history, allowing the study app to provide a more coherent and contextual learning experience.

💡Break Timer

A break timer is a feature that allows users to set aside a specific period for a break, often used in time management techniques like the Pomodoro Technique. The script describes adding a 5-minute break timer to the study app to facilitate short rest periods during study sessions.

💡Clear Conversation Button

The clear conversation button is a UI element that allows users to reset the chat history and start a new conversation. In the video, this feature is added to the study app to give users the ability to clear previous interactions and begin fresh sessions.

💡Study Application

A study application, as depicted in the video, is a specialized software tool designed to assist users in learning and studying. The script details the creation of a study app that uses AI to provide Python code snippets, explanations, and quizzes, making it a personalized learning environment.

Highlights

Introduction to building a personalized application using Cursor AI.

Concept of a simple browser-based study app with a Pomodoro technique timer.

Utilization of HTML for creating the app's user interface.

Integration of a text input for topic setting and interaction with an AI tutor.

Use of GPT-40 for generating Python code snippets and explanations.

Demonstration of Cursor's AI rules for system instructions and setup.

Enabling the Composer feature in Cursor for streamlined app development.

Prompting the AI to generate an HTML browser app with specific functionalities.

Inclusion of a Pomodoro Timer and its implementation in the app.

Addressing the need for an API key for OpenAI integration.

Testing the app's functionality with instant Python code snippet generation.

Challenge of adding conversation memory to maintain context in the app.

Implementation of conversation history to improve app's memory.

Adding a 5-minute break timer to the Pomodoro Technique feature.

Testing the alarm function for the break timer.

Incorporation of a clear conversation button for starting fresh discussions.

Customization of the app for different study subjects beyond Python.

Final testing and adjustments of the study app's features.

Recommendation to try out Cursor and its Composer feature for personalized app creation.

Conclusion and invitation to check out the code in the description for personal experimentation.

Transcripts

today I wanted to find out how quickly

we can actually build a personalized

application just using cursor AI so let

me just draw up some kind of idea I have

here now so I'm going to show you what

we are going to build today so basically

what I'm looking for is just a very

simple I think we just going to do it in

the browser app right so I've seen these

uh kind of study apps what they call it

they have these two buttons here and

they have kind of this countdown so I

think they call this like the pomodoro

technique so I think there are like 25

minutes and there's like a I think it's

a 5 minute break right and they have

like a start or stop or something like

button for a UI I thought we can make

this pretty simple I just want this in

browser I only want to use HTML I think

so that's going to be very easy to set

up uh so I basically just want like a

text input it so we can put in like

hello we will get like a response back

let's say from

GPT uh 40 I think think was going to use

this in this case but I want to be able

to set like a topic

right that I want to learn about let's

say in our case is going to

be yeah python right so I want to give

you some instructions here uh so let's

say uh we want always kind of the

structure here to be that uh AI is going

to give us some kind of python code

snippet here right and then we going to

respond with uh we're going to explain

that code

snippet and the AI is going to

confirm right if that was correct and we

can kind of iterate back and forward

here right to see if we actually can

learn something from that code snippet

so that's going to be a very simple UI

we're going to use some tricks that I'm

going to show you in cursor to set this

up the easiest way and just going to be

a smooth experience to set this up we're

going to have the timer working as in

tender we can stop play and let this run

down so we kind of get this I think they

call it yeah like I said the Pomodoro

Technique of studying so let's just get

straight into cursor I'm going to show

you some few setups that could make this

much more easy to do so yeah let's just

get started if you haven't tried this

idea first just go to cursor. comom and

download this should be pretty easy to

set up I don't have any affiliation with

them but I just like the product so go

there download it and set up your free

trial account and when you have done

that you can just hit into cursor right

so yeah it's basically like a vs code

studio uh pretty easy to set up to be

honest shouldn't be too hard right so

when you get in here we can just go to

our terminal right I just want to make

like a folder here uh I don't know what

we're going to call it let's just do MK

and just call it uh

study right directory

study uh okay

and let's just open this folder here

right so hopefully now we can find this

here so I'm just going to open that and

that should be all we going of Need for

now so let me show you a tricky now when

you are into cursor you can do something

called here and go to settings and

there's something called rules for AI

right and here is almost like the system

instruction for your setup so what I

went ahead and did I went to the open AI

API here document a text generation and

let's grab this simple explanation here

of the kind of update the documentation

to kind of create a call to the open AI

uh I did select JavaScript here for now

but uh you can do po Python and

JavaScript doesn't really matter and you

can see I both pasted into the

documentation here both JavaScript and

the python setup so that is all I'm

going to bring in now and since we are

going to use the composer feature today

just go to features and on the top here

there's something called composer so

just enable that right uh that is

something we're going to be using today

so just do that and we should be ready

to go uh and now we're going to use

something called a composer so we're

just going to do control shift and I and

this kind of brings up this composer

here uh now we're just going to prompt

it to get started on our application so

let me just uh come up with a prompt

here and let's run it so the prompt

we're going to use is I want to create a

browser application in HTML that has a

rro terminal style the application is a

study chatbot that uses the open AI API

from the open AI documentation so I

reference that here the response uh must

be streamed The Styling must have good

contrast and readability the system

message uh in the API should be set like

a python code tutor that gives the user

code Snippets and try to explain or ask

related questions the code Snippets can

be displayed in like a mark code block

also AB a Pomodoro Timer on the bottom

right of the application please now

generate an HTML browser app and save

the generated

index.html right so what we're going to

do now is just click enter and let this

run and I'll take you back when we have

something okay so now you can see we

have kind of a full HTML code here we

have some uh JavaScript in here that is

actually using the gp4 OM mini so this

is kind of taken from the documentation

we added uh you can see we have a system

prompt you're a python coder tutor

provide uh some code Snippets use

markdown code blocks okay perfect and

you can see we actually need to kind of

uh there's something it's an API key

here that we need to use right so let's

ask where can I place my API key so

while we wait for that we can go over to

open AI here and there's something in

the dashboard here that's called API

keys and here uh you have to create a

new key or just use an existing one to

kind of slot into this uh Place uh so we

can actually use the model right so if

you don't have that you can register on

open AI or just use another API key if

you want to use some other provider

right that doesn't matter too much uh

but if we go back here now you can see

there are somewhere here we should place

in an API key right so you can see we

got to find this const API key so if we

scroll down here right uh uh I think it

should be somewhere here yeah const API

key so we can insert my open API key

here so I'm just going to go grab my API

key and Slot it in here of course you

could just set this in your environment

if you wanted to but this is going to be

a local app so I not too bother about

that so let me just grab my key and Slot

it in here okay so I did that I saved

the application but now let's take a

look at how this looks now so we can

just click on the file here uh open with

server this is going to take us to our

browser okay this is looking pretty cool

right we have our Pomodoro here so does

it work yeah that started we have pause

I kind of want to the five minute pause

thing we can add that later so here we

can kind of type now it doesn't we can

zoom in a bit yeah that scales pretty

well so let's just go hello uh I want to

learn about four Loops right or

something okay so we got instant

response we got the markdown I like that

what do you like to know about this what

will it print okay so now I see so the

issue we have now is we don't have any

memory here so you can see the chatbot

did not remember the pre the previous

message so we got to fix that now we can

actually go back to cursor and let's do

like a shift I right and let's follow up

with a question here so let me just come

up with a prompt here so I'm just going

to type so this app don't have memory of

the conversations now we need to keep

the conversation in context of previous

messages implement this change please so

again just enter and hopefully this is

going to come up with a way we can

actually store the previous messages and

feed them back in as context so we kind

of get like a coherent experience when

we are using our app right so we're just

going to let this write a new code we're

going to save it and then we're going to

try it again so you can see we are

adding the users message to something

called conversation history here and

that looks pretty good so I'm just going

to let this run through and then we're

going to apply this and see if this

helps us okay so I'm just going to

accept this I'm going to back here and

let's ask the same questions I want to

learn about for Loops so we get a

snippet what question do you have about

this

code uh what will it

print okay so now you can see you can

see now we got the coherence right

because we know this example

and the code will print each fruit in

the fruitlets of the new line the output

will be apple banana and Cherry perfect

would you like to see another example of

a for

Loop yes

please

use uh type

in what questions do I have about this

code explain how this

works okay so we get an explanation do

we have more questions so we kind of get

the idea right and you can see our

start is working here yeah that's good I

think we need some kind of button here

maybe around here that kind of clears

the full conversation I think that's

pretty smart so let's try to add that

and also maybe add this 5 minute break

timer here so we just going to go back

again control I go back to our composer

and let's do like a new instruction here

I'm just going to do like one feature at

a time so let's do like the Pomodoro

Timer step so uh Next Step add a 5

minute break timer for the pomodora

timer the timer starts when the 25

minute block is over this runs for 5

minutes and gives a small alarm 5 Second

when the break is over the user can then

start at 25 minutes again okay so let's

try to implement this first and then we

do like the clear conversation button

right okay so we can see we have some

instructions here we added an is break

Boolean to track where in a working

session or a break start timer function

we added a play alarm function so I'm

going to set the the timer down to 1

minute to actually test that but now

let's just accept this right uh let's go

back to our code here so I'm just going

to set the the working uh time to 1

minute now so we can actually test the

alarm setup right okay so I put this one

to 1 minute I think if we go back to our

app now yeah perfect so this is 1 minute

now so I'm just going to let this run

down and then we're going to check at

the end here if we actually get this

alarm and the 5 minute break uh switches

over so let's just test this out okay so

we got about 5 seconds left just put let

me put on this I don't even know if I'm

going to hear any alarm but let's listen

now okay so we just get this message

okay so that was maybe not okay so the

alarm the break started that was at

least good but I couldn't hear any alarm

maybe that is when this timer runs

out um okay so let's I'm just going to

let this run down to 1 minute and let's

hear if we get an alarm so I I guess

I'll be back in like 4 minutes okay so

there's about 6 second left so let's see

if we get any alarm

now okay so I heard a small beep uh I

guess that was fine uh uh but if you

click Start now yeah we can continue

back on the one minute timer so yeah

that worked out pretty good the alarm

was a bit underwhelming but that's fine

for now we can always add a new sound

file if we wanted to uh but now let's

move on to put this back onto 25 minutes

and add like a clear conversation button

I think it's going to be the last uh

integration I want in this so again

let's go back to the composer let me

just do like a new instruction here to

kind of add the clear conversation

button and let's try it again okay so

I'm just going to keep it simple the

final feature I want is a button to

clear the current conversation to start

a new one can you please implement this

feature into uh the app pleas just enter

that and hopefully now we can get like a

simple UI button that we can click to

kind of clear the conversation and start

a new one so let's see if that is going

to work here so you can see we're going

to reset the conversation history and

we're going to clear output display

clear input field y that sounds pretty

much exactly what I wanted so let's just

let this apply and then going to do like

a final test of our tutor app Study app

I want to call it so yeah let's just

test this okay let's just accept this go

back here uh and also let me just add

back to 25 minutes uh so let's go to the

app now and see if that is how this is

going to work okay so you can see the

clear conversation button was down here

but that could be okay so let's just try

it out now uh hello uh I want to learn

uh about

arrays what would you like to learn I

think this button placement is a

bit yeah that's not good placement uh I

think we want to move it straight over

the the button here

right want I move it straight over here

so let's try to do that so I'm just

going to go move the clear conversation

button with a gap two over the Pomodoro

Timer please enter and hopefully we can

get us the quick implementation here and

just accept that and go back to see if

this is going to work okay so let's just

accept that and go back to my app here

uh okay that kind of

missed uh so let's do a small adjustment

so I just said that did not work it

crashed into a timer let's adjust it a

bit more up above if this is not going

to work now we just going to do it

manually here right okay so let's take a

look yeah that look much much better so

let's try now how I want to learn about

aray okay so we get a snippet what you

like to know about this what will uh

this print so you can kind of see we are

in the same style here right so uh okay

clear

perfect and now we kind of clear that

let's try again okay so let's do ask me

a

quiz uh about I don't know four Loops

something like

this uh what does this code do when

executed so you can see uh fruits we

have a list for fruit in fruits print

fruit so I guess it's going to be

print

apple

banana and

Cherry that's correct so you can see

Prince a list here's another code

snipper for you to work on what will we

so you can see okay we didn't like this

let's clear this you can start over

again we can start this so I think that

was basically our app completed really

enjoyed playing around with this uh

composer

right so I definitely recommend trying

that out you can easily just create your

own personalized apps now that is highly

customizable to your needs say let's say

you wanted to let's say let's try to

just switch this up completely now and

just uh say you didn't want to learn

about python let's say you wanted to

learn about the History of the World War

II so let's try to do that just quickly

so we can do in the system content you

are a World War II expert and a tutor

you are helping a student learn about

World War II uh give the student a quiz

quiz after each lesson moving on to the

next lesson the students should answer

the quiz in the chat uh yeah so let's

just try to switch up that completely

okay so this was for the conversation

history we need to go up here and also

add this up in our main part here right

let's paste in that let's go back here

let's

refresh let's start from the be uh

beginning of

vv2 so we get like a lesson right and we

get like a quiz what event considered

official start of World War

I uh okay and we can try to answer this

right

uh so let's say one invasion of

Poland I don't

know two I don't know yeah you get the

point so uh invasion of Poland I don't

know uh you can you can see you can turn

this uh to whatever you want it to be

right uh that is going to be kind of

your study subject so I thought it was

pretty cool and I think this could be

helpful uh if you are studying something

and you could of course also add your

own context we could have created like a

new file here context right and added in

some bunch of context from some kind of

yeah something you wanted to learn right

so it should be pretty flexible this app

so I thought was pretty cool hope you

enjoyed it hope you learned something go

check out cursor check out the composer

feature I think this is uh a new part of

software development I am going to

embrace hard RVE because it just saves

me my time and lets me be creative and

create all the stuff I kind of have in

my head so yeah thank you for tuning in

hope you enjoyed it and the code will be

available just in the description if you

want to try it out for yourself thank

you for tuning in have a great day and

we speak soon