AutoGen Tutorial 2.0 🔥 How to Build POWERFUL AI Agents with AutoGen Studio UI
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- เผยแพร่เมื่อ 25 ก.ค. 2024
- Updated text tutorial coming soon:
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[News, Research and Tutorials on AI]
My AI Playlist:
• AI Unleashed - The Com...
00:00 examples
02:37 How to Install
11:35 Features Tour
15:49 Tutorial - How to Use
18:40 AutoGen Builder GPT
22:14 Final Thoughts
PART 2: The Advanced Tutorial is coming soon! What do YOU want to learn? Comment below!
It should not be too hard to edit the py files to point to your own local llm server since they all use the same openai http API syntax. If you can use something like openhermes with it then it will be like crewai which lets you use different llms.
Awesome stuff! Do you know if there is a way to interface the flows you have built through an API??
I'm eager to learn free techniques for arming my AI agents with skills, from basic image recognition to specialized tasks like precise PDF formatting (ideal for helping teachers make admin-friendly docs!).
I would love some more depth into the skill / agent creation. I am not sure, but shouldn't it be able to create new skills / agents if needed?
Would be nice to use chatgpt but also a local llm, which is directing it in a correct way so we save some money on the long run. But even that could get auto-programmed, right?
Would love to get some inspiration how this really functions 😁
❤❤❤ you are awesome 🚀🚀🚀
I have blindly followed directions on how to set up environments....which is fine when it works - but I had no clue what to do when it didn't. Your patient explanation has not only enabled me to install Autogen ..... but also to understand what I was doing in other projects. This is really appreciated
When you hit a road block just fall back to asking ChatGPT. Give it the context of what you're working with and what you're trying to do, and then give it the direct error message that you received from the terminal. Doing this has increased my coding skills exponentially.
I was reading through their docs. I thought this was hilarious:
"Agents keep thanking each other when using gpt-3.5-turbo
When using gpt-3.5-turbo you may often encounter agents going into a "gratitude loop", meaning when they complete a task they will begin congratulating and thanking each other in a continuous loop. This is a limitation in the performance of gpt-3.5-turbo, in contrast to gpt-4 wh..."
Lmao cute
Reminds me of the managers at a previous employer
So you can feel like an actual business owner where employees are being paid to do one thing and spend the rest of the day congratulating each other. Lol. That is awesome. Keeping it human.
I had to stop my wife from talking to our dog in order to tell her that one.
That’s too funny, bless their digital hearts
Your patient and clear communication is very helpful. Especially for those who have no coding experience. Most tutorials I've found anticipate the viewer has somewhat of an general understanding of little details but pointing out the meanings and terms of various commands helps a great deal to absorb that foundational knowledge, internalize it and run with it. Thanks, your work is well appreciated!
This is incredible! I can't wait to start building with it. thank you so much, Wes!
Would love to see a Autogen setup guide running Mistral locally, instead of using OAI API.
Also detailed setup and execution of API(s) .
❤ I watched over en AutoGen tutorials, but yours is the best in every aspect. 🎉
I almost forgot you code 😅, it’s been a while, I followed you after seeing the first open interpreter video last summer, good to see this!
Thank you for walking through the installation. I know it’s simple but very helpful in making these tools more accessible
Wes, keep up the great work! You're my go to guy for everything AI. Thank you for all you've done and are doing.
Your explanation has by far been the best keep up the good work. Using your thorough explanation I was able to understand what was going on and troubleshoot my own issue.
great job Roth, many thanks for this video. looking forward to your future work
Thank you Wes!!
I really appreciate all your content!
I wasn't going to attempt install, Wes. But with your encouragement... I'm goin' for it
this is beyond incredible. wtfffff! thanks a lot for the quick how-to. keep them coming! greetings from buenos aires!
Good video. Always like the small bits of humour you tuck into the content.
Finally things are getting interesting in this scope. 👍 Great video.
Thank you, Wes. Splendid work.
Phenomenal tutorial, thank you my friend 🙏🏽
Not sure if I am ready for that step.... but now I am thinking about it. THANKS!!!
This looks so cool!
Wes thank you for another great video!
Thank you for sharing your knowledge and enthusiasm for learning. I'd like to learn more about AutoGen Agents via your tutorials.
Great Job WES !
I love your videos :D
great video! thx for your explanations and walk through.
best tutorial on installing and running autogen, excellent
We love you Wesley ! Best AI content on the tube thank you man
YES! I got this one to work...
I spent ~4hrs trying find a method to locate and then install "anaconda-prompt", until AI finally told me you just use Terminal on Mac 🙄
They I spent another 30 minutes trying to successfully add my API key. Again AI finally told me to use "export" instead of "set" and that worked. If anything, I would think "import" but it's working now.
Cheers Wes... Looking forward to learning more, in particular how this can be used to help with my workflows. I'm a UX researcher... may AI agent swarm gathering info and loading the findings into a spreadsheet. *hint hint* 😉
He literally sais halfway through its set for mac :D
This video was super helpful!
Great vid!
Open source is our biggest hope
Dude, I don't know why the first 10 minutes of this video wasn't in my life 6 months ago LOL ...Good work my friend! Rarely you get somebody that wants to reach back in time a little bit and catch people up if they're not doing this 24/7 like we are.
ive said it before and ill say it again , so very grateful that you are here with us Wes =] ; stay awesome dood
Thanks Wes ! You are awesome ❤️
Simply incredible!
Super helpful. Many thanks
this the most complete tutorial about autogen studio thanks mate ..
Great content!!!
That was cool!
Great video!!
Dang man your really doing good homework as much you are as new it all still is hope it pays off for ya definitely deserve it.
Brilliant... Cheers! 🏆
Wes explains everything so well.
i love that you are so beginner friendly
As a software developer, this excites and scares me in equal proportions, it seems in not much time, anyone will be able to sit down with these models and create their own software... now. that was the thought on no code, wix, and other technologies and we are still here. I am also starting on AI and currently working on an AI training project, not sure if I'm killing my own future, lol, anyhow, this looks awesome, thanks for sharing.
You are killing your own future 😂. You’re also building a new one 😉
@@ManPursueExcellence I'm not killing my future, technology advancements always close some opportunities , but open new ones, all you need is to be prepared, adapt and survive
Hi Wes.
I absolutely loved your video! Being a teacher myself, I was really impressed by how clearly you explained everything. Right now, I'm diving into the world of AI, and I'm totally fascinated by the concept of agent swarms. I'm actually working on a project to develop a curriculum builder that uses AI to lighten the load for teachers everywhere. It would be incredible if you could think about discussing the idea of building an agent swarm to support educators on your channel. I'd be thrilled to team up and work on this exciting project together! (and yes..I did use GPT to script this lol)
As a lecturer and innovation manager at an University, I second this proposal ❤
I’m also working on a curriculum builder, but for preschool/pre-k. 👍
I third this ❤
Need entire series on this...!
thanks
best explanation by far. thanks
Thank you for your tutorial! I was struggling adding the API key on windows.
Hey there. Following all your videos. here are few ideas I'd like You to consider making videos on: 1. Autogen vs Chatdev Vs CrewAI; 2. Autogen Autobuild; 3. Obviously the advanced utrorial for Autogen,; 4. Taking Autogen further - into production, without constrains of VSCode, Conda etc... how should it look for totally non tech dudes - let's say Business owners, , who don't need to build swarms of agents but who'd rather use those swarms for their businesses... . It's not for me :), I am builder . Just wondering what your opinion on the topic of how the UI should look like for non technical people
Dude, you rock. I'm a little more confident using python thanks to your explanation. Subbed like a MoFo.
great video thx
thank you man!
Extremely interested in having skills covered over time as it progresses.
That's a follow. My man you content bangs
awesome!!!
Swanky. Thanks Wes.
Hey Wes. Great video. Can you tell me how a person would use this in everyday real world situations? I love it and I’d like to implement it into my workflow. Thanks!!
Very cool
I always use --name 'cos I'm not cool 😢 haha. Great video, thank you! Loved the way you explained Conda, I think that mental model will help new people.
Look guys! It's Not very cool Jordan!
Finally a good tutorial on AG studio! Next suggested content: how to integrate AGS in a frontend able to manage input/output like text and files (pdf, images). For example:
external frontend > input (text) >> Autogen Studio flow >>> external frontend >>>> output (downloadable pdf with text and images inside).
#AutoGenStudioChallenge
Great clip
For anyone wondering, no, code execution does not seem to work with the Mistral/Mixtral models. The system prompts that Autogen creates are a bit too complicated for these local models to be useful. I’d say wait a few months for some better local models to be released and then try it again.
Thanks Wes Roth for the great videos! Somebody was claiming that the new Mamba AI architecture would replace Transformer architecture. Could you create a video on this topic and give us your thoughts? Thanks..
Brilliant
Super useful the costs part
Working on it!
I would be very interested in seeing how to determine the workflow between more than 2 agents. Even if it is without the studio ui
Think that would be really useful.
Hi Wes, im a big fan and highly appreciate your hard work and knowledge...I have a proposal though, would you consider having gpt which you'd instruction it as you do on your videos, and share the link of the gpt? on your videos description.
I found this quite useful, as sometimes i train a bot on your youtube transcript in order to get better output using your knowledge as an expert :)
Cheers
Wes, you should DEFINITELY create your own AutoGen Builder. No joke. Just promise to share it with us before you sell it!
Looks like fun.
Thank you
Create a SWE (think Devin) - Love to see a work flow to create a REST API. The user is a software architect which supplies design documents like swaggers, sequence diagrams and component diagrams. This gets handed off to AutoGen with a Manager which has a Developer, Code Reviewer, Unit test developer, QA engineer which runs code and develops regression tests. All with feed back loops to optimize the code and fix bugs.
Nice 👍 Ty
very useful
Thanks for the video Wes. It works on Mac and on Windos 11 with Conda and Python 3.10 (does not work with Conda and Python 3.11 for me). Also installing the autogenstudio only is fine.
hey Wes, cool video! I was wondering how do you save your agents & workflows? everytime I start the UI instance all my work is gone.
Can you create a video to show how you would create a skill from scratch. Great content and you make is super simple to understand
I would also like to see a video on an end to end process including how to use docker. I guess more advanced use cases and how to build great user stories
Skills in a work environment. Create documents, create small applications, anything that can help improve work flow creation for normal office workers managing people, vehicles, resources etc
You should absolutely create the skill creator GPT for autogen studio. Been my biggest hiccup, and i know I’m not the only one.
9:32 - correction: a locally opened port is accessible from your local network, not just from your computer. for example you could run this on your own pc on port 8081 and then everyone connected to your local LAN or WIFI will also be able to access it. it is however not accessible from outside your local network, unless you explicitly configure port forwarding in your local router.
Depending on its future competency, I may have to talk to you about this.
I would like to see a live example : From start to stop of an agent, incorporation of Dalle 3, downloading images to a floor, and putting its name in EXcel etec and maintaing database
Wow didn't know it was this easy to make AI.
thanks yo
yessss
Amazing content Wes! Thank you so much! What would be the best way to get in contact with you regarding consulting work?
I myself am deep diving into Autogenstudio. I am actually using multiple GPT's just to prepare my description of Agent's behaviors ect..I do not shy to run my idea through multiple GPT's to finally end up with AG GPT. Monkey's before they walked went from branch to branch 😊 same here GPT's to GPT's.😊
Of course, I also think that working in this way offers improvements in the quality of the results obtained by the GPTs, however to what extent would they not be sabotaged among the agents in the process?
@@jesusefrenmartindelgado7302 Any time I try out a new GPT there is this simple formula I use here is the basic Idea: "Create five starter conversation that would lead a user to utilize the maximum capabilities of this GPT" The starter conversation give you a good perspective of what that specific GPT can do. They say your never better well served but by one self and in this context is to build your public or private GPT and fine tune them into an Orchestra. Next the beauty is you can use @ to speak to any GPT your private ones and any public one within the same session. Sometime it is impressive and sometime it's not what you wanted Bouya! 🙃 Hey! good luck!
How did you get autogen to save directly to the desktop outside of the terminal?
So basically DEI does work 😂😂
Looking forward to playing with autogen thanks for the video homie
Is it possible to use this software to create an Ebay listing agent that can use images to look up items and then interface with Ebay to complete listings ?
Could a social media platform be navigated with AutoGen? Or is there a way to setup a teach mode per say or visual recording / analysis of actions performed?
Could one of the skills be to execute custom python scripts (say Numpy and Scipy) on a user attached file? Can this be deployed to my AWS hosted Wordpress site? Or does it have to live on my PC in 'Conda?
Hallucination checking agent in the mix - does that help reliability?
@wesroth what kind of computer and specs do I need to run and use AutoGen?
hello, I have windows home edition which doesn't have hyper-v and can't be installed in it ( so, I can't use docker), can this be used with docker toolbox instead ?
I think, skill are things that they di, because you develop the function that it does it. And he select that skill when needed
How did you address the "AutoGen module not found" when you went to run the py scripts for the agents and skills? as a non tech person i spent all day using chatgpt and the docs but nothing worked for me ? Anyone
"You Pass the Butter" 😁