Build Anything with AI Agents, Here's How
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- Опубликовано: 26 сен 2024
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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.
💻 All the code, prompts, resources are now available in my community. Join now! www.skool.com/new-society
so much for Free..
I'm curious if I could build a bot to open my different online membership accounts (by giving it my login info to each one) then cross reference and analyze the data from each? Is that possible?
Or one that can also extract data from various site extensions or plugins depending on the query you're researching?
Man, I'm so stuck with the (.env) that I have no idea how to download it to Collaboratory! the rest is fine but I really don't know to make that happen! how the F do i do that? HELP bro
@@PulsechainVideos I'm on a mac and it was hidden since I saved it as a .env file. Heck if I know why. What I did was created a folder named "env" (name it whatever, it doesn't matter), went into Sublime Text where I was creating and saving the .env folder and saved the .env file in that new "env" folder. I was then able to go into my Finder/search for that "env" folder, open it up, and eventhough the .env file was faded out, I could still see it and I could click and drag it over to the "Files" icon he does in the video. Dunno but that worked for me, hope it helps!!
crewAI creator here, love to see this! We will keep shipping new versions with improvements!
Can't wait!
Y not add Google's gemin API support?
Is crewAI production ready?
Could you make it easier for us to use local LM‘s for crew AI agents and all of their tools (where it makes sense)
Hi, tried this today with the gpt4 preview and then with the 3.5. Keep getting a unicode error in my last step. Can't get it to work!🤔
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.
Great video halfway in. RUclips 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!
Glad it was helpful!
Loved the line "Talk a lot but say nothing" there are a lot of people on youtube like that.
The simplicity in presentation…Beautiful!! Wow now I’m pumped!!!
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 :)
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.
What company do you work for?
@@lakshmichaitanyachapala6296 Jacob’s engineering
Perfect Point and true indeed!
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!
Yeah, and what did you learn exactly?
We have enhanced our company agents by providing each one with a custom fine-tuned model tailored for their specific domain. The dataset used to fine-tune these LLMs was created using feedback from the performance of our previous agents. While general prompting works well, these specialized LLMs perform exceptionally, achieving 99% accuracy in their tasks.
As a new interested learner in the subject matter, can you point me in the right direction of resources and connections to bring me up to speed with AI and LLM models, ideas, and practical applications?
Finally I understand agent in relation to AI thank you!
A true gem of a video 💎 Thank you so much for making it! Really complete presentation, easy to understand for anyone, and well presented, thank you again 🙏
Fascinating to watch this! First time I have heard of AI Agents! Great information! Thank you so much! :)
Subscribed - this video made me decide AI Agents are what I will be learning about a lot more
First time coming across this! Insanely valuable. Thanks David!!
This is so exciting! Superb starting exercise - can't wait for modules 3 & 4
Thanks so much!! This is awesome!!
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! 💪💪💪
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
Thank you. Yes I was having problems. I will try this
@@bookman121 Still struggling with this lol
People need to stop over complicating these by calling them "agents" all that an "agent" is, is basically creating multiple zapier "chat gpt" steps and giving them different prompts to achieve the desired result.
'Agent' seems pretty simple, are people freakin out about them? Seems less complicated than several chatgpt steps with different functioms, I'd say.
Let's call them 'Servitors'!!
@profbri.02 lol Ill be honest. I had NO CLUE what the hell an agent was for MONTHS and it turns out I had been building them the whole freakin time 🤣.
I've been using CrewAI for a couple of weeks now and I have to say that was a brilliant presentation, thank you
Good stuff man, you have the right approach to this.
In theory can A.I agents be used to calculate complex calculus questions?!
Thanks. This is the first video I've found that clearly explains what AI agents are and how to make one
David Ondrej , cool explanation, I most likely going to have my first Ai Agent within 48 , 72 hours, tx to you. 🎉
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!
Agree!!!!
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)?
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.
@@Gamerlegendmodder I think it is free to everyone, USE EYE icon to see hidden files :)
I am not a coder AT ALL, but your explanation is so clear that I feel this is within my reach. Very excited to get going with agents based on your work here!
Try reading and watching more. Whatever you think you heard and understood here is pretty silly.
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.
This gives start ups more power to compete with bigger slower moving companies and I’m so excited
The task1 is not fully visible in the video as your face covers it and I have not been able to move beyond that as it keeps coming back with an error message.
Thankyou algorithm for this! Great vid btw!
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.
Value has been provided. Thank you very much.
Thanks for this bro. Changed my life
got it to work! thanks!
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
Thanks! This helped!
I learned a lot - Thanks David!
PSA: If you have an error downloading crewai with pip, try adding --use-deprecated=legacy-resolver at the end of the pip install crewai command. this resolved the dependency error for me
Thank you! Hopefully the package creator(s) are able to address this. The content for this video is solid though needs to be kept current.
Hi, I'm.a creator in Vermont. For months I've been working to simulate a 5000 person corporation, but it is just me and cascading LLMs ;)
Well done, great and concise explanations !
The bottleneck is obviously hardware
I like the idea of extropic to solve it
I am stuck trying to do the .Env file can someone help me out please, I’m use Mac OS
Great explanation- thanks!
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.
did you get this problem resolved. I am having the same problem with the bots stopping because of iteration limits. If you have a solution please advise.
This video is awesome. I cant wait for more about AI Agents.
Keeping this software open as open source software is the key to its sucess,just like windows and google used it to build thier systems, by letting the programmers ect , workout the snags ect for them.
Amazing Video. You help the progress. 💪🏻
thank you mister, been waiting for for this
Really informative video. Thanks for posting 😎
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?
Im a noob here so i probably dont get the context of your question, so this might be the noobiest responce. I think you are not utilizing the show hidden eye icon because if aI try saving a test notepad file and demo.env it shows up without the need to show hidden files, but for my .env file it shows up once I utilize this icon as the .env will only show up as a hidden file. Its an eye icon in the folder section.
@songbookdb
@@nataliavalbuena4858 thank you so much!
Very useful. Thank you David!
great video! I tested all code and it just works! amazing how easy
Thanks David, great video again!
keep getting this error when trying to run crewai "ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
transformers 4.41.2 requires tokenizers=0.19, but you have tokenizers 0.15.2 which is incompatible."
Great video, Dave
Thanks mate, greetings from Australia
I think you mean 7p's (prior proper planning prevents piss poor performance!)
This is just what I was looking for! Thank you for sharing! I am curious what would the api cost be for an agent like this that possibly reads and analyzes multiple papers? I have an idea for an agent that I want to build and share publicly that involves having moderately lengthy conversations with the user. Was wondering if it is financially feasible for me to leverage the OpenAI API:)
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.
Thanks!
whats missing are agents who can click and browse, iterate 100x different times until they get things right using tools, just like humans do While they do not do that, there is a lot of interation still needed between humans, actually the ones using the tools, and AI which are the short arms advisors who cannot experiment and finish things by themselves autonomously ...
00:01 Learn to build and deploy AI agents for the future
02:19 AI agents are key in making decisions and taking actions towards goals.
06:53 Focus on clear, repetitive tasks for AI agents
09:10 AI agents can assist in reading, code optimization, and customer service.
13:58 Choosing the right AI agent framework is crucial.
16:27 Get started with AI agents quickly and easily with free and open-source project
20:18 Setting up environment variables and API keys for Google API in Colab
22:06 Creating an AI agent with Crew AI
25:50 Creating AI agents for specific tasks
27:51 AI agents can perform comprehensive research tasks efficiently.
"never share this API key"- proceeds to share key
he delets it before anyone ever sees the video lol
Google colab is not letting me upload the .env file. It just won't show up are there any alternatives?
Same with me
Excellent content bud.
great content. thank you
You really smart man!
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?
Exactly the same problem for me...
you're brilliant.
you are providing such a great service to the world with this - and, that was always your intention.
A.I. Hero Status - don't let up - thank you so much
do you realize you are a Futurist?
“Build policy makers and politicians with AI”
Great video, you do an awesome job explaining!
Subscribed! Looking for more content!
Would be great for you to do this with some of the open source models locally. I was struggling to get them to consistently use crew 'tools', even with the most verbose instructions and descriptions
Thanks bro. Starting now
crew = dependency and agent limit errors. I couldn't get it to do anything. The limitations make it totally unusable
The irony is building something that will soon be smarter than you and will be your only option to move forward in the future
Not necessarily smarter, but more productive. Human ingenuity is still unrivaled.
AI agents ? Well great, we are building Matrix and then we gonna ask our selfs what have we done...
Pretty sure many people will just live in VR hooked up to feeding tubes
Why on earth are you writing code from scratch and not using an LLM?
He's doing it for beginners... lol
Absolute NOOB here (I learned on a 086 processor - 5 1/4 floppy in university!) - Question - can AI Agents literally access your systems (virtual mouse/ keystrokes) at your command? So they can log into your apps and enter data/ navigate command fields etc?)
Sorry if dumb question! I just stumbled on this video, and can't help myself - just ordered a new computer powerful enough to allow me to make my own AI Agent... Would like to know limitations (such as auto keystrokes and taught app navigation etc).
Great job!
David, toto je super.
how was I not subscribed to you all this time? anyway rectified.
♥
Nicely done.
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 ".".
It’s actually a file with .env
I use mac
Guys, does anyone know what to do from the minute 20:19 its terrible how fast from this minute and opening .env file I got lost after I started the course from the beginning.. I like what he does though... but I need help in steps- can someone help?
Before I start, I have used ai agents, and I just see the agent is used for normal chat of Claude or ChatGPT.
I hope this video can show how agents does different.
I'm also interested in Gemini/Google AI agents, as Google offerings can always search the internet for current news/research.
[Edit:
OMG!
Why can these agents get current news?
I got a 1st July 2024 paper summarisation on 17th July 2024.
Serper?
Yes. It does Google Searches.
Nice one David et al.]
Thanks 🫶🫶
The first 17 minutes is like one those giant promotional marketing videos from investment or real estate gurus. Seriously drop that down to about a minute
Sorry, but the .env file didn't work, and the secret tab is also not working correctly. Can someone post the corrected code?
RIP Kahneman
Amazing tutorial!
Ok, I was thinking about buying subscription from you but first I decide to try if I can follow your teaching and maybe it is because I use Mac but it is not working for me. I am beginner in coding and I can not fix all the error I got but I expected that at least if I will copy you dot by dot I will get the same results. Is your teaching more in details? I would like to learn from you but in the same time I do not would like to waste my money by stucking in one place without help. The first issue I encountered is making the .env file. In your video it took you two seconds to do it and I can not find the ansver to "how to create .env file on mac' for 3 hours. Is your teaching Mac frendly? Best Regards
Lol time to use AI Agents to research deploying AI Agents 😅
Dude are you the voice behind 2 minute papers?
Its not working anymore because of an update to protobuf, the tensorflow metadata is only compatible to protobuf 4.21, it is now on version 4.25.
can't we downgrade the protobuf version to 4.21? ^^;
im running into issues with Unicode and the crew. Kickoff function
@@Albal87 There's a fix down in the comments but it did not work on my machine.
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?
while running with gpt 3.5 a getting error 'You exceeded your current quota, please check your plan and billing details.' am using 3.5
Excellent channel (!)
Can someone just give a working definition of what is an AI Agent and then give their talk?
Cool, please share more)))
what about mac users? I try to follow your tutorial and I am stuck on .env file (19:44s). Is it possible to make .env file on Mac? I did search an internet and I did not find the solution :(