Build Anything with AI Agents, Here's How

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Credits: @maya-akim @matthew_berman @BuildNewThings
AI Agents are the next big thing - and how to build your very own AI agent with Crew AI.

[@DavidOndrej]

💻 All the code, prompts, resources are now available in my community. Join now! www.skool.com/new-society

[@privateness.network]

so much for Free..

[@BuildNewThings]

crewAI creator here, love to see this! We will keep shipping new versions with improvements!

[@DavidOndrej]

Can't wait!

[@Dynoxprakash]

Y not add Google's gemin API support?

[@shehinmelto6203]

Is crewAI production ready?

[@dankay9202]

This is so cool, I didnt expect to watch the whole thing, but im interested in seeing the next part. You explain things very clearly, this is really exciting stuff.

[@christopherpeterson1362]

I’m a novice beginning to learn about AI. I’ve watched a dozen videos on the subject. This video is by far the best explanation on the subject of AI agents and the near future of AI. Thank you!

[@BlueSpork]

Thank you, David! I was looking for for somebody to clearly explain what AI agents are, how they are used, and what we can expect in the near future. And you did an excellent job answering all of my questions. Your video is exactly what I was looking for. Great information! I subscribed :)

[@suzannecarter445]

This is so exciting! Superb starting exercise - can't wait for modules 3 & 4

[@randomadvice2487]

The simplicity in presentation…Beautiful!! Wow now I’m pumped!!!

[@michaeldallas]

Well done! First video that gave me results as a beginner ai enthusiast.

[@pollywops9242]

Finally I understand agent in relation to AI thank you!

[@nsedwards]

I've been using CrewAI for a couple of weeks now and I have to say that was a brilliant presentation, thank you

[@nutsell]

Thanks David, great video again!

[@Koryogden]

Subscribed - this video made me decide AI Agents are what I will be learning about a lot more

[@spigg777]

thank you mister, been waiting for for this

[@Taskade]

Excellent tutorial, thanks for sharing!

[@test12382]

This guy is a great speaker, like I'm getting excited

[@sven262]

Value has been provided. Thank you very much.

[@user-ff3yn7uq5v]

Great video, you do an awesome job explaining!

[@esIworld]

Great video halfway in. KZbin recommends a lot of videos of people who talk a lot but say nothing, but every now and then there is something worth watching. a def follow!

[@DavidOndrej]

Glad it was helpful!

[@user-ru3co3yv1x]

Loved the line "Talk a lot but say nothing" there are a lot of people on youtube like that.

[@emanuelmma2]

Amazing Video. You help the progress. 💪🏻

[@DorianIten]

Very useful. Thank you David!

[@Al-Storm]

Good stuff man, you have the right approach to this.

[@budekins542]

In theory can A.I agents be used to calculate complex calculus questions?!

[@AlwaysSeekPeace]

Amazing tutorial David!!! I didn’t even know what an agent was before your video and you just taught me how to code and deploy a crew of them in a half of an hour!!! Thank you doesn’t begin to convey my appreciation. Keep up the tremendous work! 💪💪💪

[@AndersonSchmitt]

This video is awesome. I cant wait for more about AI Agents.

[@supermammal17]

This gives start ups more power to compete with bigger slower moving companies and I’m so excited

[@project-_-AI.]

i have watched almost every ai agent video on youtube and i can tell you that this one is the best and easiest to understand for anyone who is trying to learn or understand what an Ai agent is/does. you should make more videos focused on ai agents tutorials/ explainers!

[@007ITZA]

Agree!!!!

[@Gamerlegendmodder]

Hey guys how do you guys get around the openai api key subscription problem? I mean is there a way to get it for free(e.g for students)?

[@Gamerlegendmodder]

I had a problem that when i made a .env file it was of type 3dsenv eventhough i didnt specify the filetype as such. Then when i dragged the file onto google collab it wasnt visible.

[@jimg8296]

I'd love to see your review of Agent Swarm. All looks good in the videos, but you know how to put them to the test. I am just as excited as you are about AI agents. Most exciting time in my 40 year career.

[@felipenomade]

great video! I tested all code and it just works! amazing how easy

[@wildheart25c]

Nicely done.

[@smokedoutmotions_]

Thanks bro. Starting now

[@user-oh3lz9qg9l]

Great job!

[@geekyprogrammer4831]

Amazing tutorial!

[@aleclippe6213]

I work as an AI Solutions architect for consulting company, and learning how to manage agents is the white collar work of the future. Whether the agent is solving big or small projects (love how this video goes through the difference) that will derive the jobs that manage them to keep the human glue.

[@lakshmichaitanyachapala6296]

What company do you work for?

[@aleclippe6213]

@@lakshmichaitanyachapala6296 Jacob’s engineering

[@ozgurkaynar6272]

Hi David, Thanks for clear and excellent video relating this hot topic. I tried to apply same but getting quota limit error, eventhough I have credit at OpenAI . What can be the reason ? any advise ?

[@songbookdb]

Hi David. Great tutorial - thank you! I'm stuck at the .env file - I opened a notepad file, entered my API keys, saved it as .env into a folder on my drive, but dragging it from Windows Explorer into the left pane of the Colabs notebook doesn't save the file there. A progress circle appears an completes, but no file appears. What am I doing wrong, please? If I name the file demo.env it uploads, but how do I upload it as .env, or does it not matter?

[@user-du2jz9wx6k]

Excellent channel (!)

[@avedave]

If anybody has the problem with importing .env file @21:02 - I was able to fix it by defining those two variables in the "Secrets" tab of Colab (the key icon in the left menu). No need for the .env file and no need to load it through load_ext

[@lowkeylyesmith]

Hi David, super interesting, thanks for the video. I'm thinking about signing up to your skool project as I have quite a project coming up. No idea if this is helpful.

[@user-rk5sw7je2k]

David, toto je super.

[@escher4401]

The bottleneck is obviously hardware I like the idea of extropic to solve it

[@benb4946]

Which framework is he referring to for the self improving agent implementation?

[@tronghieudoan134]

What is the advanced framework you mentioned?

[@brendanshawn4584]

I am stuck trying to do the .Env file can someone help me out please, I’m use Mac OS

[@ditherbit5418]

You are a champion ahaha this is great ty

[@VikashMishra-jh2vw]

Really nice video but only problem I got is when I try llm=ChatOpenAI(model_name="gpt-3.5-turbo-16k", temperature=0.3) it throws "RateLimitError: Error code: 429" but if use your model_name="gpt-4-turbo-preview" it says I have no access to it can you suggest any suitable model_name that could resolve these.

[@looperbirhinger7043]

Cool, please share more)))

[@Jayge_404]

Amazing

[@Gamerlegendmodder]

I was having a problem that when i saved the .env file it was of filetype 3ds env and when i dragged it to google collab it wasnt visible

[@cornelljohnson6816]

what foundation platform do you use?

[@ramunas_]

Can I use Swift programming langue for building AI Agents?

[@iamisobe]

would it be capable of running a social media page and growing it?

[@Louisadamson]

This wasn't working for me as I was following the instructions exactly the syntax error invalid syntax it's already loaded. I have no idea what I'm doing wrong

[@truthwillout2371]

AutoGen Studio 2 has a decent UI and CrewAI will have one in the near future. I do prefer CrewAI to AutoGen, though. But I imagine AutoGen will pull ahead due to it being Microsoft.

[@RandomButBeautiful]

Q: you mention "the next module" - is that coming on the YT channel or inside your comminuty?

[@petersok02]

Hi David. Thank you for the video. I'm using iOS Mac Pro, I can't create a folder with ".evn". iOS doesn't let you create a folder name starting with ".".

[@top_1_percent]

It’s actually a file with .env I use mac

[@ciabra]

I think to achieve the best ai agents solution we'll be integrating highly specialized LLMs with better and faster response and lower costs. That's the next generation I envision

[@oryxchannel]

provocative video

[@milesinstitute]

Thank you for your videos David. I've been following along but got stuck where you created the .env folder because im using a Mac (I think). Can you (or anyone) help me to get past this point? I'm uber new to the field of coding, programming etc. so please forgive my ignorance. Thank you (or anyone) for whatever help you can be to me.

[@ElmerThomas]

Try creating a file called `env` first, then rename that file to `.env` after you add your API keys. When I created the file with the name `.env` first, I could not edit it.

[@ilanelhayani]

תודה!

[@toe44]

Hey, any thoughts on how to contain/reduce the amount of credits? It cost around 20p to run a query

[@DavidOndrej]

use Claude 3 Haiku for your smaller Agents, and Opus or GPT-4-Turbo for the main agent

[@toe44]

@@DavidOndrej thanks, this would be a great video!

[@123arielz]

hey just a quick FYI I dont know if you were aware of the secrets in colab but thats what the little key on the left side is to store the secrets just like API secret keys

[@silentLeo7]

Thanks! This helped!

[@Nadoo80]

I am always getting SyntaxError: invalid syntax when I run agent, writer and moving on

[@champagnebulge1]

Everything's working fine until I get to the very end and get this message: "NotFoundError: Error code: 404 - {'error': {'message': 'The model `gpt-4` does not exist or you do not have access to it.', 'type': 'invalid_request_error', 'param': None, 'code': 'model_not_found'}}" Any tips?

[@dropfacebook7533]

Exactly the same problem for me...

[@nikta456]

Can you use AI agents without using OPEN AI API?

[@smokedoutmotions_]

Bro this shit crazy

[@picksalot1]

Very interesting. How much did it ultimately cost to complete the task?

[@DavidOndrej]

$0.97

[@picksalot1]

@@DavidOndrej Thanks for letting me know. That was way more expensive than I imagined. It's easy to see how costs can easily add up.

[@Gamerlegendmodder]

Excuse me, I hope you are well. It is requested to tell me that is there a way to get openai api key for free? I think it runs out of free tokens after a few uses. Thanks and regards

[@devinersoy]

"never share this API key"- proceeds to share key

[@EltonJules-a-tribute]

Whats the IDE you are doing this in, is it cloud based or local server based?

[@DavidOndrej]

Google Colab

[@dental04]

top!

[@niktniewiem4785]

I don't get all those weird explanations about what agents are. Basically are they LLMs with the access to the internet and ability to fetch info about anything they're asked for? Can they actually DO something or just write text answers? What if I wanted it to get data, structure it approprietely and export to a file? Because if they can't it's not much of an automation if I need to manually export what they write to the destined place, like for example a blog if I wanted a blog writer agent. Can they interact with OS and apps in any way?

[@Koryogden]

The agents do all that stuff, they just have LLM brains

[@tcoss]

Notes in Mac doesn't seem to work, what other way do you recommend

[@DavidOndrej]

You can use VS Code, or just edit the .env file inside of Google Colab

[@tcoss]

@@DavidOndrej Thanks, but no idea what this means or how.

[@salamina_]

great content. thank you

[@PetrChlada]

Wow! Díky👍 Following

[@kwesiyou474]

What is the difference between AI agents customers service vs AI chatbot customer service? Reference to Klarna as you mentioned

[@Nifty-Stuff]

Hey David, I LOVE AI Agents... but I'm left wondering: Why hasn't anybody developed a system/app that takes the API's from the top LLMs, created agents for each, and then have these agents all work together to brainstorm, debate, review, and solve problems? I often get 4 different answers from 4 LLMs, so why not have them all setup as agents "in one room" working together to come up with the "best" solution. I can't find anybody that's tried this... why not? Wouldn't having the "top minds" (LLMs) working together produce better results?

[@anonuser8228]

you lost me at the .env file upload. I'm on a mac can I just upload a docx file of the api keys from pages or is there something in google collab you used to upload the keys into the code

[@samhatherly6682]

@anonuser8228 Did you find out what to do? Im having the same problem.

[@agentxyz]

it'll be nteresting to see if ai agents can exponentially make scientific discoveries.

[@recharge6696]

Just because somebody's "old" or an Uber driver doesn't necessarily mean they're behind the times. I'm both and I know more about AI than anyone else I know, even my kids. 4:55 But I get what you're saying.

[@justaguyonyt869]

For some reason I am running into a quota issue when I run the last cell, even though I have plenty more credits available on open ai for gpt 3.5 turbo

[@DavidOndrej]

Make sure you are specifying GPT 3.5 inside of the Agents themselves

[@thundethunder1]

Are you using the free version? Or paid version?

[@JanPanthera]

❤

[@gene4094]

Have an agent find a new energy source; such as water splitting.

[@sossassessissus]

The 7th step of loading de .env variables is not working in VSC. Im using normal python3 in Visual studio Code and it doesn't work

[@ThePulsar14]

from dotenv import load_dotenv if load_dotenv(verbose = True, override = True): OPENAI_KEY = os.getenv('OPENAI_KEY') ...

[@4Urehealth]

I am stuck on the environment variable dotenv is a text file?

[@DavidOndrej]

No. It's a ".env" file

[@4Urehealth]

@@DavidOndrej I opened my text editor which saves text files how do I create an .env file and where is that created - I have my 2 API files but I don't know how to save it as an .env file is this done in Colab?

[@budekins542]

A.I agents look promising but I'd be impressed if someone can build an A.I agent that can perform advanced level calculus calculations.

[@DavidOndrej]

Just give it the Wolfram API and it 100% can do that. This is honestly a 30 minute project.

[@budekins542]

@@DavidOndrej It's that easy?! You will win the eternal respect of millions of calculus students around the world if you can do a tutorial on this😂. However, I am willing to pay you later on this year if you in a few months time send me a step by step video tutorial on how to make an A.I agent to do calculus. I know Wolfram has all the relevant mathematical formulas. It's getting A.I to locate the right formula for a specific question that is the problem.

[@champagnebulge1]

RIP Kahneman

[@basedbuz]

I can't get my env file to move over to collab

[@nikta456]

Uncheck the "eye" symbol on the top left of your colab. It is for hidden files.

[@Koryogden]

Lol time to use AI Agents to research deploying AI Agents 😅

[@mickelodiansurname9578]

how was I not subscribed to you all this time? anyway rectified.

[@DavidOndrej]

♥

[@danielmayo2]

Why on earth are you writing code from scratch and not using an LLM?

[@jonatan01i]

Why do you think Andrej is the best engineer of our time? I think he has his brilliancy but where he really shines is communicating it, teaching it to others. But being the best, I don't know where that comes from for you so I'm curious about your thoughts on this.

[@fitnessnature]

AI agents ? Well great, we are building Matrix and then we gonna ask our selfs what have we done...

[@Koryogden]

Pretty sure many people will just live in VR hooked up to feeding tubes

[@swenswenson556]

Best ways to monetize AI Agents currently? Looking for some case studies.

[@DavidOndrej]

Solving niche problems for specific businesses

[@Koryogden]

​@@DavidOndrejwould love in-depth conversation on this

[@RealShinpin]

How close is it tho?

[@user-vq1cc7br4v]

Very very very close. We have already managed to do impressive things without gpt5. Look at devin, babyagi, autogpt, autogen, langgraph stuff. For people who are into the space already, gpt5 is just a pure upgrade of the brain rather than the toolkit itself. Planning and action will be more well thought and streamlined. Tldr. We are there

[@Koryogden]

3-9 months?

[@sojourner99]

I like your vid but I still dont understand the purpose of agents. Ive watched your tutorial and many others. And while yes I could be classified as a supernoob, I was actually able to watch some tutorials and successfully installed and created a basic agent with autogen and autogen studio. But at the end of it, it just seemed like I spent hours doing what chatgpt already does better. Like what is the purpose of going through all this just to create a program that just sends your request to the chatgpt LLM, with not much difference than if you just went to the chatgpt website directly and asked it the same thing? I dont doubt agents are useful, but im literally just not understanding how.

[@fanxxai]

I learned about Agents through u. I’d create something for u. ❤

[@agaaggari8787]

How do i start Man?

[@Koryogden]

About 16:30

[@HypeDigitalyAI]

Souhlasím, agenti jsou učtiě budoucnost...velmi zajímavé video Davide👍Zajímalo by mě, je možnost potenciálně spolupráce s tebou ? Máme vlastní AI agenturu a sídlíme v Ústeckém Kraji...bylo by fajn určitě pokecat a třeba najdeme nějaký společný přesah 🙂

[@DavidOndrej]

Send me an email

[@spencerfunk6697]

its not about better and better llms at this point. theres some ridiculously powerful open source. itll help but that doent matter

I think it'll hurt. If they get too smart/accurate most people won't understand them.

[@Mimi_Sim]

Can you please provide the current limits of agent use for low-coders- and example use cases in a future video? It is hard to know what I can realistically expect to achieve using agents. Do it for your subscribers but I think my own experience below represents a lot of your audience/users: I’m an enthusiastic tech-adopter who desperately needs more productivity in a day or more hours in the day. I need to stand out in a tough job market as a job seeker. BUT, I am bloody useless learning code, despite attempting many times. It is the language that my brain refuses to learn not the logic and visual scripting is ok. Your tutorials I can follow and copy and paste but I would be lost troubleshooting if something went wrong.

[@Mimi_Sim]

My bad- just saw your latest video title and I suspect my question is answered there. I will watch it today.

[@xlr555usa]

I want a framework that requires coding and has good documentation