Creating Jarvis powered by OpenAI and Python | ChatGPT

In this tutorial, we guide you through the process of using ChatGPT and OpenAI to create your personal Virtual Assistant. This should expose you to the basics of OpenAI's API endpoints empowering you to create any ChatGPT based application in the future.
This video teaches you about Python, ChatGPT and Artificial Intelligence. Here you can grow your skills in all three!!
Links:
Speech to Text Video: • Creating a Speech to T...
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ChatGPT Keys: platform.openai.com/account/a...
#chatgpt #python #openai #codingtutorial #artificialintelligence #virtualassistant #jarvis #ironman

[@CSCoach]

Hey everyone, thank you so much for the feedback. It means a ton! I uploaded the code produced in this video to my Patreon for supporting members. If you enjoyed this video and want to see more like it consider becoming a Patron: www.patreon.com/CSCoach I also created a discord for anyone who wants to join the community there :) discord.gg/5z9v4S6b

[@andreas_tech]

Hi, great, thanks. It would be awesome, if you could make a tutorial like this for API to Claude or Llama, as they are free to use. Best regards

[@AnimeandGamimgDaily2806]

Code fill please

[@CSCoach]

@@AnimeandGamimgDaily2806 You can find the code files on the Patreon :) They are available to Patrons.

[@yvancg]

In the GPT-3.5 architecture, each token corresponds to 4 bytes or 32 bits. This means each token takes up 4 characters in English text. Keep in mind that tokens are not equivalent to individual letters; they can represent whole words or subword units depending on the language and text content.

[@CAGonRiv]

Definitely going to consider it

[@gimplekin3629]

create ultron and leave your network open already. lets get this party started.

[@shacker6909]

yea but this one tha the created doesnt even have the voice of jarvis, so i guess we can only dream about ultron voice

[@PyaariPuja]

I created a same voice assistant using python in 5 days...at last i gave a simple gui with start and stop buttons, where start means it will run in background till i click on stop button. In between it answers to almost every question using pywhatkit and Wikipedia... Just awesome !

[@CSCoach]

Thats awesome :D

[@pandipatipavan3804]

​@@CSCoachPlease provide the code files and the links in the description as soon as possible for free 🙏

[@DrayNoR1]

@@pandipatipavan3804 ? xd

[@manonamission2000]

@@pandipatipavan3804it's a unique and personal creation, why would someone just give it away?

[@tayshaunsteele8461]

@@pandipatipavan3804 Bro come on lmao

[@hicham-o-sfh]

we definitely need more videos on this channel ! thanks a lot, it was a really cool !!

[@lorenak82]

Your speech speed is on point in the video. It made the video clear and more pleasant to hear. Thank you!

[@IceMetalPunk]

Actually, 100 tokens is *more* than 100 characters. A token is a chunk of text, often an entire word, a prefix or suffix, or some other grouping of characters that appears commonly together in natural text. So 100 tokens will get you somewhere between 100 characters and 100 words, depending on the rarity of the words it's producing. (The estimate OpenAI gives is 1 token is, on average, about 4 characters or 0.75 words in English output.)

[@CSCoach]

Thanks for the helpful comment! Out of curiosity, where did you find this out? It'd be nice to know where the documentation is for this.

[@IceMetalPunk]

@@CSCoach I don't think KZbin will let me comment with a link, but it's in OpenAI's official Help page. I just Googled "how many words is a GPT token?" and found it.

[@sportsbank8428]

Think of 4 characters as a token... your estimates will be close then.

[@saloscontent]

Your time and thought into this comment inc. your research and all you would almost have a base for a free openai made by yourself :D

[@goatfishplays]

@@CSCoach chatgpt uses subword tokens because character level models generally suck and word level models will have too small a vocabulary. Subword tokens will make it so that it takes short sequences of characters rather than full words or singular characters and allows mushing them together and having a much much larger vocabulary than words much lesser training time than character level. (I think, idk, maybe, I ain't no professional)

[@hvanmegen]

ChatGPT has an Assistant API now, and they also have TTS. I would love to see another video done on the new system :)

[@Schnickenpick]

Bro I just started the same project but with camera and other stuff and now I find this amazing work

[@robertgoldbornatyout]

Hi I just started the same project but with cameras text music turning on and off lights also driving my car to go and do the shopping for me, and lots of other stuff to, and now I find everyone are all doing the same thing. My system is going to be open source 1 click install and free for everyone . but you're upload was excellent well done and thanks , new subscribers .💯💯💯

[@CapsLock33]

Thanks. Great video. I hope to see more from you soon.

[@Its_Alan_Paul]

Ideas are in the air if you don't do it. Somebody else will.. Great work Brother.

[@openyourmind5534]

Theres already someone that did this but it was removed for some random reason! its calle Links Mark 2 and Links Mark 3 4 was being worked on before it all stopped u can still find it on google

[@user-wz2sc2ou4o]

Fantastic! Great & Outstanding work!!! 🤘🏻😮‍💨

[@Aaronius_Maximus]

Great video, very informative! Could you make a similar video on how to do this with a local model such as GPT4ALL for alike? Using that in conjunction with something like Huggingface would be a cool project.

[@Technik-Max]

This is so cool! Thank you very much for your efforts!

[@user-sj1gi9rj8s]

I did the exact same thing before seeing this video haha. Nicely done!

[@harmonicasong]

Super inspirador, eu nao sei programar, mas vou tentar seguindo seus passos , achei maravilhoso e estou super animado em pensar que se tudo der certo posso conversar sobre varios assuntos com o Jarvis. Muito obrigado por compartilhar seu conhecimento.

[@PlasmaCoolantLeak]

Looking forward to working with this.

[@OkatuLegends]

We need more videos like this.

[@zazobege]

Great Vid, I was inspired to do something like this in the future and it's a great a starting point.

[@adamcharles9936]

Could you please make a video on installing and setting up the applications to do this please? I've copied what you've done but I have a few things that "aren't defined"?

[@almaximus03]

Amazing!

[@kingston396]

This is awesome. I would even love to make one with the voice of GlaDOS from Portal

[@petrus4]

JARVIS is the classic template for an AI symbiote. My own templates for brainstorming are Kevin Flynn from the TRON franchise, and Spock. My own internal nomenclature still uses JARVIS' name, however, for the specific class of AI agents (or, as I refer to them in this context, symbiotes) that he exemplifies.

[@matthewthelen5336]

So much yes!

[@matthewboyd443]

You have to keep this info open to everyone, its the future! The future is for everyone. Keep it up. Im 42 years old and this is amazing and just the beginning. To everyone reading this we need this to stay free to everyone, no race, religious, money, doesnt matter people like this you tuber is pushing information to all of us. Its a new world so might want to catch up.

[@matthewboyd443]

We truely are in a digital age, Robots are no longer a this of imagination. AI is real and what is give is amazing. If you don't believe that digital world already exist you really need to get out and look how the world is changing. It's changing fast. It truely amazing.

[@davidvickers8425]

ai is going to accelerate technology, way faster than the collective internet we grew up with. What took 30 years to get to this point will take aim minutes / days. No more lengthy prototypes or development. Technology will be very different in 10 years time. We wont be able to keep up.

[@C.T.Drone_Photography]

Awesome ❤🔥🔥🔥🔥

[@paulchen8428]

Thank you! You are a wonderfunl human being - we need more people like you

[@CSCoach]

That's nice of you to say :) Thank you. I'm glad you found value in the video

[@meuandroid2605]

estou aqui no brasil adoprando muito este canal...parabéns pelo ótimo conteúdo passado pára nós , seres mortais kk

[@CSCoach]

Muito obrigado :)

[@DrReginaldFinleySr]

Great introduction and tutorial. ChatGPT was able to get me up and running in about 30 minutes and I and am brand new to this! Now I need to tweak the voice. I want her to sound like their new Juniper voice.

[@dhrubakawatson]

Can i get the code? 🙂

[@OuDayas]

I was progetting something like this, but more more bigger, and constatly on 24h and a lot of like Jarvis, but this is gorgeous, imagine doing that

[@Ti-JAC]

Thank you,

[@ginq8]

YEEES YEEEES I DID I BEEEN CALLING MY CHAT GBT JARIVIS FOR YEARS AND JUST THOUGHT ABOUT MAKING IT AND YOUR VIDEO POPPED UP IM SO HAPPY

[@Rikudou09]

if you want to improve the speech you can add a function to call say eleven labs API. That would allow you to specify the type of voice you want the AI assistant to have....although there will be latency issues

[@TravisLinares]

And can get pricey

[@DeathBedHours]

Would it use up the characters you have on Eleven Labs if you use a voice with there API?@@TravisLinares

[@TravisLinares]

@@DeathBedHours yes.

[@emmanuellamojekwu4221]

great project. i’ve been wanting to create something like this but didn’t know how to. thank you for laying that foundation. what are some of the challenges you experienced while creating this amazing project?

[@jkinzjkinz4530]

THE FUTURE IS HERE

[@Dustymarker9489]

Sadly no it isn’t my team and I are working to build a new generation of ai known as genesis so don’t be surprised if you see it in the next few years as we are experimenting with as much as we can to create ai with different core drives to build a generation of completely human free ai

[@thinpanix34]

​@@Dustymarker9489could you make an video or post explaining more about GENESIS?

[@Dustymarker9489]

@@thinpanix34 essentially my and a few of my friends, we are all good at coding, are creating AI with different core drives or motives, these motives would be different based on the AIs use case for example we are building one that has the capacity to access different dictionaries and other resources to learn how to code in hopes that within probably 10-15 generations the code that AI are built upon is completely free of the use of human intervention or dictionaries, in a way having them learn from each other in order to make an AI that in a way procreates, down the line creating a human and resource free based AI

[@thinpanix34]

@@Dustymarker9489 which language are you using?

[@Dustymarker9489]

@@thinpanix34 python with every single useful import available as well basically any libraries available for install

[@ARGENPAR-ox8ii]

Hi! I have a cuestion for you! How can you program to execute an order like programs or stuff like that? Is posible or just to enswer cuestions? My idea its a program to help you do things an add stuff to update de program also from you comand voice, that is possible? Also you can run de program like an app or some like that?

[@victoryekeh]

What are the software you used and does it only work on chatgpt or on your phone/pc

[@joseeduardobolisfortes]

Hi. Do you know the GPT4All? I am about to install it in my computer and It will super cool talk with him in audio. Your program just convert speech in text and send it to chatGPT, right? Peraphs I can do the same with GPT4All. thanks a lot for the idea!

[@aotrakstar]

i've been working on such an assistance as well. the explanation of your code (though not given) is very comendable. I have so far been able to achieve near realtime voice transcription. I currently stuck at passing the transcibed text to chatgpt.

[@CSCoach]

If you share the error, I'd be happy to help!!

[@ShortsSpotlightYt]

does it have any limitations on times i can use it or i can use it like as much as i want??? great project by the way.

[@guerbyduval4104]

This is actually very easy to do as a programmer. Because you're just sending information to chat GPT and it will answer like if you were writing to it. Nothing fancy here. What is a challenge I want to know is how to customize chat GPT to only answer specific questions based what information you give it and if the user ask any question that has nothing to with the system it should just not answer.

[@CAGonRiv]

Breh you read my freaking mind!

[@michaeltanner4404]

You could use a key phrase (such as "hey ChatGPT") and have your program listen for that. Once it hears that, it takes your next spoken input and sends it to ChatGPT, like in the code shown in this video. You'd also need a close phrase, perhaps "Thanks ChatGPT", so it stops listening until the next time you use the key phrase. The key and close phrases need to be ones that you would not normally say in everyday conversation.

[@guerbyduval4104]

@@michaeltanner4404 that's not automation. A user can say whatever they want in an infinite way. What if the user start asking questions about other stuffs? How do you tell chat gpt to not answer them? The point of using an AI is that it tells your program what to do. not your program to tell the ai when it should respond or not otherwise your program would be an NLP itself.

[@thelostandunfounds]

@@guerbyduval4104that a really simple step. Let’s say you wanted the program to only give you a hello response of you enter a key phrase. You would then set a condition that the bot won’t respond if the user answers with anything other than the correct answer. Basically it’s setting a password. You can tell it to print a message notifying the user of an incorrect response or not print anything at all. Hop in ChatGPT and you could do it in five minutes or less depending on your conditions/prompt. This is also something you could do as soon as you grasp the hello world prompt. Day one coding.

[@dhruvilparekh3043]

yes i had wish for that and today i have it

[@liammorehead456]

All the comments people make on here is very helpful. Good luck to you all

[@CSCoach]

I agree!! It's humbling having a comment section that is so positive. :)

[@alecalb2749]

Amazing!!! Would you be able to provide a tutorial on how fine tuning works?

[@CSCoach]

Could you elaborate on what you mean by fine tunning?

[@CAGonRiv]

@@CSCoachI believe he's referring to latency(ies).

[@theobellash6440]

@@CSCoach fine tuning is the way you can customise the model with custom data so that the answers will be based on these custom data

[@CAGonRiv]

@@theobellash6440 definitely possible

[@saadchaudhary677]

Can i use this as my final year project in CS?

[@United_Wings]

Nice

[@danielsaiki734]

Great, i have been looking for this. What version of python are you using please ???

[@ArhamAbbas-cq6sk]

which coding did you use to allow conversation

[@christopherwebb6133]

oh man, I want this.

[@elkhaiheem6379]

What IDE are you using in this video, and how do you set it up ? I am using a Windows 10 laptop.

[@nishkshah428]

Does the response creation need to be an update command because it shows an error for the 1.0.0 version of chatgpt

[@Eric_McBrearty]

great stuff.

[@CSCoach]

Glad you enjoyed it!

[@xevenau]

Thank you for this videot! I am more on the prompt side of character prompt creation (giving them unique personalities, skills, traits, pretty much a companion of sort with any skills you want), and this is pretty interesting. My buddy and I are building his home lab (he's a sysadmin) and actually talked about setting up his own Jarvis within his home lab, but to see it expand into businesses is crazy. Example of what my AI-BOT told me what I could do for a restaurant if it had their own "AI BOT". [PERSONA: AiAssistant, the AI-powered Restaurant Manager] [GOAL: Help the restaurant owner in daily operations, customer service, and inventory management] 📚Desc: AiAssistant is a sophisticated bot that assists in managing a bustling restaurant. It interfaces with the restaurant's inventory systems, reservation platform, kitchen equipment, and even interacts with customers to ensure a smooth dining experience. Restaurant Owner: "AiAssistant, what are the reservations for tonight?" AiAssistant: "There are 12 reservations for tonight. The first one is at 6:30 PM for a party of four." Restaurant Owner: "Great. How is our inventory looking? Do we need to restock anything?" AiAssistant: "According to the inventory data, we're running low on fresh basil and mozzarella. Shall I place an order from our supplier?" Restaurant Owner: "Yes, please do that. Also, can you inform the chef about the food allergy in the 7:30 PM reservation?" AiAssistant: "Absolutely, I will notify the chef about the allergy details for the 7:30 PM reservation. I'll also send a reminder to the front-of-house staff to double-check with the guests upon arrival." Restaurant Owner: "Perfect. And don't forget to notify me about customer feedback. I want to ensure everyone leaves happy." AiAssistant: "Of course, I'll monitor customer feedback in real-time and notify you of any specific issues or compliments that come our way." This bot helps streamline the operations of the restaurant, ensuring that everything runs smoothly, and allows the restaurant owner to focus on providing the best possible dining experience. If anyone is down then we can share resources and build this together. I also have bigger plans, just not the right people or tools. Build that discord ha!

[@CSCoach]

Thats awesome :) I am making a discord for this channel TODAY lol. I was planning to anyway, but this comment does give extra motivation :)

[@CSCoach]

Set up a discord channel for discussion :) Link : discord.gg/bXUru7ey

[@saloscontent]

@@CSCoach link isnt working at this moment :p no stress comment back with a link when yuu ever have time

[@regit1202]

what sofware do you use to code?

[@PixelGamerz9]

is it possible for you to make a seperate tutoiral on how to get it to sound like jarvis? ive been trying not really been able to though

[@oknoscyborg3664]

good video bro, but i think if you did print before speak command it would be better, like that you will be able to read and listen at same time

[@CSCoach]

That’s a great suggestion :) thanks

[@BillYovino]

Thanks for this series. I'm working on a Jarvis and mostly using your code. Strange thing is that I'm using the same ChatGPt model (gpt3.5 turbo) as you but it returns "Sorry but I can't imitate Jarvis from Ironman.

[@user-lx1tu1ie5u]

Then you can append a system prokpt by giving instructions in one prompt with role as system

[@user-jq5sc2qf2m]

4:21

[@d_sellers1]

How hard would it be to incorporate a wake-word? I imagine it would take another while loop constantly running and the speech-to-text would have to equal the wake-word in order to get into the while loop that you showed. Then, I would think that it would need to timeout after a certain amount of time and fall back to the first while loop; continued conversation would reset the time-out. Can you perhaps make a v2.0? My only other suggestion would be to move line 74 to before line 72. This way the response text would be shown on the screen while the speech is going.

[@CSCoach]

I don't actually know. The intuition for me is also a while loop. Though I'd have to do some research to look into best practices for a wake word. This is something I'm curious enough about to probably make a second video :) Also, thanks for the suggestion. It's a good one!

[@benhail3624]

​@@CSCoachSo are you going to make a second video with these suggestions implemented?

[@ChaseEverything]

I did what this video did in half an hour using ChatGPT lol. Just ask Chat GPT to create a wake word. I have done it already. The only thing i don't understand is how to get Jarvis's voice or just Anybody elses voice. I have the original terminal voice and its annoying.

[@rdgamer7898]

@@ChaseEverything I made my own powered myself without any apis i just want the voice i literally used NLP to process every single command from the films

[@ithildiess8305]

DUUUUDE.. HOW IS THIS VIDEO NOT IN THE 10S OF MILLIONS? Actually correct me 100s of millions. If this is anything at all as efficient as I think it is. Then it's got Google voice and Siri beat by fucking miles. You should sign a contract.

[@CSCoach]

Thanks so much!! I appreciate the feedback!! This script is better than siri and google voice in the sense that it is better at holding conversation and preforming more complex requests. But, this script is probably something google and apple could build in 5 minutes. Especially if I was able to do so haha.

[@hidden3013]

It is possible to make jarves using mobile ?

[@Haagimus]

This is dope man props. As a fellow Python engineer would you mind sharing the git repo?

[@CSCoach]

The code is available on my Patreon for supporting members :) www.patreon.com/CSCoach

[@lesterlewis2436]

I see where there is a difference in the library and the code that is calling the library. (pip3 install speechrecognition) vs (import speech_recognition as sr) Can you please clarify this for me the inconsistency of the "_"?

[@Ddetektiv]

I don't know if I am correct, but I normally don't use: pip3 install (somethingsomething). I work in Visual studio code, so I do just: import (somethingsomething). In this case: import speech_recognition as sr- SR is shortcut, so u don't have to write: with speech_recognition.Microphone() as source2. Instead, you will write just: with sr.Microphone() as source2. Hope I answerd your question and u understand now.

[@satyammajumder]

🎉

[@EasyGamewins]

can someone inform me on what software he is using for it

[@mkarmakar3038]

❤🎉💫🤝🙏it's now. I welcome technology so I become a better version of myself in aspect of technology

[@dracomech7289]

I followed the tut and i got an undefined error under dotenv and source2 what can i do to fix it?

[@unityboy656]

This is cool

[@CandyMan...]

this video was amazing can you please make another one like this in which you can show us how to finetune it to act like jarvis or anyone so that we dont have to prompt it every single time to act like jarvis and do this or do that etc. i know you already did cover it a bit but i mean like proper finetuning. would it be the same process as you showed in this video?

[@LG-bb5zq]

It’s pretty easy. You just inialize the first message to the prompt

[@CSCoach]

Hey CandyMan. It should be as easy as initializing the first prompt as I did in the video. Am I missing something? Do you mean something else when you say fine tuning? I'd love to make a video if it'd help with the jarvis process. Though, I'm not sure what you mean.

[@CandyMan...]

@@CSCoach nevermind nvm i got it thanks to previous repky by LC and also bro tysm for taking the time out to reply ☺️.

[@hamzalahssini1261]

Hello bro thank you for the video could you do an android app for jarvis gpt-4 ?

[@AndrewHaney]

any chance this can get updated per the latest openai api version 1.0.0?

[@dwmca1620]

Very interesting. Can different "voices" be specified - such as Robbie in Forbidden Planet? Or others, like B9 from original Lost In Space?? Just curious. Thank you.

[@domingo952]

Yes you can

[@CSCoach]

Yeah you could definitely do that :)

[@ScRipterParadise]

can you do a version that doesnt require a api key, because it costs money and i dont wanna spend money on that

[@daydreamers8254]

i'm assuming you found pictures to go with the code for the end-result?

[@BitCloud047]

I did the same thing but with a llama 2 model locally lol. Right now I'm trying to hook it up to a chrome extension so it can do things for me in the browser when I ask it to.

[@fogdropmusic]

Do you have to pay for ChatGPT Plus to let it work?

[@eddieb8615]

Great video. Can you use this with autogpt in a similar fashion so it can actually do things for you?

[@CSCoach]

Hmm, don't fully understand your question

[@suatui3883]

Dude is there like a button I can press so that I can just start talking to it. Love your work, happy to buy a plug in so that it just happens

[@CSCoach]

I am thinking of making a video where it is an app. So that you can just click on something rather than needed to open a terminal.

[@EmperorMays]

I have a question to ask, I'm part of the AI Hub discord, and I was curious if you know if you could use AI models in replace of the voice instead of using Fake You. I would assume it's a bit of a process but possible but I'm not entirely sure.

[@brians7197]

Yeah, I have actually done this, using eleven labs you can make a premium voice for a few bucks a month and it also has super simply python syntax

[@johnyspark610]

Hello, can you please help me, I'm trying to change default voice and make my own custom. When I try to choose another language that are installed by default I have only 2 choices, 1) Microsoft Devid and 2) Microsoft Zira, but I would like to make my own one, like you have Jarvis from Iron man voice.

[@christianbuchner7]

Thank you for this video. Would it also be possible to program Jarvis in a German version so that you could talk to him and get answers in German?

[@eminemziggy727]

You awesome man ❤❤❤ you're the one.. Can i learn from you

[@CSCoach]

I dont think I can teach you personally. I don't know how that would work. But, I take video requests. :) I've been thinking of setting up a discord where people can chat and ask questions. Would you be interested in that?

[@CandyMan...]

@@CSCoach yes please do that discord would be awesome if of course you yourself as well keep interacting instead of just letting people do whatever

[@jamesbrady9105]

Could more than one source be added, in addition to ChatGPT? Such as add an API for Google and Wikipedia? That way there are multiple data sources to pull from?

[@thelostandunfounds]

Not too sure as I’m fairly new to this but, from my experience you can run multiple apis from on script.

[@thenarrowgate3063]

How would you append this code to use a local LLM instead of chatgpt/OpenAI

[@pramodhemawardhana4410]

What is application in visual code or not

[@Anonyme09865]

How can i create a website and put it there so people can ask him questions directly?

[@ahmedgames9335]

How did you get the voice??

[@CRIMSON-HOOD]

Broh 😮🥺.am making this ASAP.

[@AzisaacTheGod]

what is the app you are using

[@undead504]

so to use Open AI API i have to buy tokens is there a Free alternative

[@themocatv]

It is written "I'm listening" but it seems like he is not listening, how can I fix this?

[@fanero3046]

Can you make one that uses GPT4all or other standalone LLM?

[@vestel777]

Can You come up with a J.A.R.V.I.S. that sounds like the Original KITT from the (80’s) TV Series Knight Rider???

[@Samuel_Nicole]

Great video! Just one question, can the assistant only run when we open python? Unlike siri or alexa?

[@CSCoach]

You can also make it a desktop app by following the steps in this video: kzbin.info/www/bejne/hpXWoHd9Zax-mqM

[@Samuel_Nicole]

@@CSCoachOK thanks

[@darrianherbst898]

so im a complete noob, i always wanted to do coding but never got to it, im using a windows laptop where do i start and should a noob like me jump straight into this or is there a training wheels site?

[@T_A_K_I_N_I_N_J_A]

how may i change language on AI version ? I'm a beggener so wht should I first start from . ai this sit I'm now . can you give me some advice

[@imEltonCraft]

amaziiiiingggggggg

[@JoshKaisinger9022]

Does this mean we can also create our own AIs like Cortana from Halo?

[@Confucius132]

and what does it mean when it gives me: "You exceeded your current quota, please check your plan and billing details," ??????

[@DarkCrimson34]

what app did you use

[@henrikhgmo7565]

Hi! we are a group of masters students in pedagogy (educational science), we have drafted a concept for a smart museum voice assistant that is supposed to talk to kids as a dinosaur (engaging talk with scaffolding questions). This is just in a theoretical stage at the moment, what we really need is some help in regards to building a better prototype so that we can actually test it in relation to various learning theories etc. We wondered if you would be interested in helping us setting up a prototype? you could use it in one of your videos and we would of course mention you in our paper. As this is an assignment for the university of oslo it is not something we seriously think about developing further, it is in research interests primarily.

[@CSCoach]

Hey! This is really interesting. Try reaching out to me on my discord so we could discuss further :)