AutoGen Studio Tutorial - NO CODE AI Agent Builder (100% Local)

Рет қаралды 212,722

Күн бұрын

AutoGen Studio was released, and it makes creating AI Agent teams super simple; basically, there is no code. I'll show you how to install it, how to use it, and show you some examples.
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Links:
AutoGen Advanced Tutorial - • AutoGen Advanced Tutor...
AutoGen Studio - microsoft.github.io/autogen/b...
LiteLLM - github.com/BerriAI/litellm
Conda - conda.io/projects/conda/en/la...
Ollama - ollama.ai/
Chapters:
0:00 - Intro
0:40 - Installation
2:30 - How to Use AutoGen
7:21 - Testing a Team
11:58 - Local LLM Setup

Пікірлер: 543

@matthew_berman 6 ай бұрын

What tutorial do you want next about AutoGen Studio?

@DougBohm 6 ай бұрын

Set up a workflow for a specific department of a traditional company. Ie Human Resources, or billing department.

@thespecialnoob 6 ай бұрын

Build a SaaS

@enesgul2970 6 ай бұрын

It would be workflow, a lot of agents and more examples.

@DaleNeil 6 ай бұрын

Use it with lmstudio, memgpt and a rag like chroma DB 🙏🏿

@aimademerich 6 ай бұрын

Autogen Workflows need to be a site after this video, this will be the coming thing, Autogen templates and workflows… so maybe building a platform or infrastructure for that 😅 this is the new gpt store, Autogen workflows, said it here first ☝🏽😂 a civitai of sorts

@RamirosLab 6 ай бұрын

For Windows users: set OPENAI_API_KEY= (Instead of 'export OPENAI_API_KEY=' )

@dietyadjacent3200 6 ай бұрын

Thank you🥰🥰

@Tmorriso_ 6 ай бұрын

THANK YOU!!

@starblaiz1986 6 ай бұрын

Thank you this was driving me bonkers! XD

@AngusLou 6 ай бұрын

How to set API URL base?

@starblaiz1986 6 ай бұрын

@@AngusLou If you're using conda like in the tutorial and the above isn't working, try the following: ----------------------------------------------------------- conda env config vars set OPENAI_API_KEY=[YOUR API KEY] -n ag ----------------------------------------------------------- This will permanently set the OPENAI_API_KEY environment variable for the conda environment "ag" (obviously change that at the end of the command if you named your conda environment something different). ALSO NOTE: I noticed there's a bug in AutogenStudio - if you change an agent to use a different LLM, it does NOT update that agent in the Workflows. You either have to create a new Workflow with the updated agent, or modify the agent in the Workflow itself. I only realized this when I noticed Mistral wasn't outputting anything in the console, and then realized AutogenStudio was actually using GPT4 instead of Mistral like I told it to. Only after a lot of digging did I find the Workflows didn't update after I changed the agents to use Mistral. Hopefully they fix that bug, but that might also be why its calling for the OPENAI_API_KEY even if you're "using" local LLMs.

@ManiSaintVictor 6 ай бұрын

I'm so grateful for how quickly you figure this stuff out and then articulate it. Thank you for the hundreds of hours you save me.

@mcgowee 6 ай бұрын

+100% agree

@Steve-iz5li 5 ай бұрын

For real

@MakilHeru 6 ай бұрын

Very cool. Amazing how over the span of 3 months we went from an all command line version to this interactive webui solution. Can't wait to try it out.

@Kwasyuk 6 ай бұрын

Yesss! I've been waiting on this video from you! great job. Keep up the amazing work, your videos are very helpful even for the more "experienced" people working within AI

@AmplifyAmbition 6 ай бұрын

Matthew I am going to revoke this API key Berman

@MikeKasprzak 6 ай бұрын

To be fair, he'd get spammed with folks saying he should revoke if he didn't

@PigOnPCIn4K 6 ай бұрын

He used to get half the comments giving him "advice" to revoke the key 😂

@theden0minat0r 6 ай бұрын

This comment had me rolling with laughter. Thank you.

@bits_of_bryce 6 ай бұрын

Haha I started saying it with him. It just feels right now.

@matthew_berman 6 ай бұрын

@@MikeKasprzak exactly lol

@MultiWolfxxx 6 ай бұрын

Thank you for how quick and clear and straight you move through steps. Usually one has to skip parts and listen to rest on high speed to get info

@jakeparker918 6 ай бұрын

This is great. I would love to see a comparison breaking down CrewAI vs Autogen and theirs pros/cons/use cases.

@kylealcazar8878 6 ай бұрын

Second this!

@Tokaint 6 ай бұрын

Third this

@devonkincaid360 6 ай бұрын

4th this!

@zacharywalker9102 6 ай бұрын

Can someone please tell me what the fuck just happened here?? Not laughing at all . As a business owner how would this help me ? What real world applications? PS. When he says AGENT is that similar to say a A.I. Companion aka Large Action Model like the new 🐇 RABBIT tech???

@weloveflutterflow 5 ай бұрын

@@zacharywalker9102that’s what everyone is trying to figure out. It all depends on tasks you do everyday that takes hours of your word day. For instance, you keep sending emails to clients, or u do blogging for the company, or you need to get some data from internet. U have people to do these tasks, right? Why don’t u fire them and leave one guy who is going to use AI, for completing these tasks.

@vishnunallani 6 ай бұрын

The speed at which innovation is happening is staggering and the speed at which you are making the videos is amazing

@zacharywalker9102 6 ай бұрын

Have you seen the new RABBIT device ? It runs of the first Large Action Model Now the Rabbit could literally be working for you 24/7 and making you money while you sleep 🛌!!

@spaceflights 6 ай бұрын

Holy moley.. There is not enough time in the day to experiment with all these new toys! What a exciting time to be alive!. Thank you for easy to understand video

@CaliJumper 5 ай бұрын

Yes this is exactly the selling point for Brain computer interfaces.... the rate of acceleration is slowly and steadily increasing

@CaliJumper 4 ай бұрын

Yea but you still have the same rate of interaction with the data, which I guess is not a real problem yet. But there is no groundbreaking shift in the rate at which information can be transmitted from computer systems to biological systems, then I don't think we will be maximizing value extraction from these systems and other more concerning issues as monitoring behavior for deviancy and rebellion and other potential "internal" issues potentially buried within the weights of the models. For the incredible amount of money invested, it would be prudent to consider.

@isaiassoares8458 5 ай бұрын

Matthew, you are amazing, a blessed man!!! I am an engineer that wants to learn about AI and I enjoy your videos so much!!! Thank you so much for the high quality videos!!!!!

@Save_Humanity_Save_Children 6 ай бұрын

Amazing. Could you do a video for coding? A developer team agents (backend, front end, quality assurance, testing team, buisness consultant, project requirements drafter, project planner, etc) and have this produce a ready product.

@sephirothcloud3953 6 ай бұрын

You are the only useful channel about AI, others talk about theory, but you show us how to accomplish real life projects. Bravo.

@Nine-zz6cs 6 ай бұрын

the 'only' is strong word :) but i is loco :)

@zacharywalker9102 6 ай бұрын

@Nine-zz6cs 6 ай бұрын

@@zacharywalker9102 I don't use this information for business, I used it for my pleasure:) < IBM Watson , and Google maps calendar and Gmail < i use < IBM is strong in business industry :) I love EV and Solar but Unix and Linux and more are my first lovers < have fun:)

@michaelmarkoulides7068 6 ай бұрын

Matthew you save me so much time figuring stuff out ! I appreciate you and your channel so much

@aumatto 6 ай бұрын

A++ love your work matty! lots of love form Perth, Western Australia - keep up the good work!

@ameet2000 6 ай бұрын

Nice work, your videos are much appreciated! You've caught me up so quickly and now I'm experimenting with my own agents. thank you!

@FlyinEye 6 ай бұрын

This is awesome I started working with Ai after seeing your AutoGen video months ago. But my coding skills aren't strong and I've moved on to other things like LM Studio, Faradev, Coze, MindStudio, LOLLM, etc. Every time I scroll past my autogen folder with the python code I felt kinda sad for it. This is amazing I can't wait to delve back into it. FYI Gemini API keys are available for free now too.

@brianhansen6481 6 ай бұрын

I like that you always add the local llm twist. Thank you

@gbengaomoyeni4 6 ай бұрын

Thanks a mil, Matthew. Your tutorial is always top-notch

@srinub523 6 ай бұрын

Thank you. Could you please create a tutorial on how to use different options in memgpt like functional calling, custom instructions, RAG with local files work together?

@pebre79 6 ай бұрын

Awesome. Thanks for posting. This will exponentially improve productivity Matt🤓

@RogueExplorer75 6 ай бұрын

Great video. It would be cool if you could demonstrate how AutoGen projects are deployed in saas production environments - perhaps do a complete case study from ideation, development and final deployment - thanks 🙂

@Steve-iz5li 5 ай бұрын

Awesome video man - thank you for making this clean and easy.

@GuildOfCalamity 6 ай бұрын

Love these tutorial videos. Hopefully Ollama will have a release for Windows soon.

@restrollar8548 6 ай бұрын

Great vid Matt. Would be great if you could do a more in depth vid on skills, e.g. web search with google or other similar things that limit agents at the moment.

@micbab-vg2mu 6 ай бұрын

The biggest benefit it is that new Autogen is using GPT4 turbo (now the cost is ok to play withit) - the old Autogen used old expensive GPT4. Thank you for the video.

@Ullibrightfalls 6 ай бұрын

if you cant run ollama because youre on windows like me, you can use lm studio to do the same. there is a local server function as well

@jpmottin 6 ай бұрын

❤ Thanks you so much for sharing your knowledge. You will probably save me hours of experimentations… Great and simple video !

@DonAngelo333 6 ай бұрын

Impressive! Thanks for sharing so quickly!

@RichardGetzPhotography 6 ай бұрын

This is great. Thanks Matthew! It would be helpful to do a multi-agent programming workflow.

@__--JY-Moe--__ 6 ай бұрын

real nice Matthew! thank U so much for exposing me 2 U'r channel !!! U'r the super helpful quicky King!:) good luck!

@john849ww 6 ай бұрын

Really appreciate these videos!

@matthew_berman 6 ай бұрын

Thanks so much!

@556west 5 ай бұрын

Thanks a lot Matthew !! Great tutorial !!!

@samuelsamuel5505 6 ай бұрын

Awesome. Really awesome. Thank you so much for this. Can you do a real world application tutorial on how to use Autogen? Sorta a case study.

@amitkumarsingh4489 6 ай бұрын

thank you for an excellent introduction

@serhiilytvyn8753 6 ай бұрын

Thanks a lot! Very good tutorial!

@TimKitchens7 6 ай бұрын

I watch nearly every video you create Matthew! I really like the way you teach these topics. I always leave with something that I can actually start using right away! I had toyed with AutoGen Studio for a few minutes and you clarified several important parts that hadn't been clear to me. Please do continue to include steps for running with local LLMs. I think that part is super important.

@joshuaprivett3552 5 ай бұрын

I really appreciate this. I don't pay for the monthly sub to GPT- I only have the API access, so I don't have access to the image generator. This allows me to use their image generator without paying for the monthly sub!

@peralser 6 ай бұрын

Amazing video ans explanation. Thanks a lot for your effort and time.

@danielahenrich502 5 ай бұрын

thankssss! great video

@weedsandwildflowersshop4461 6 ай бұрын

Worked like a charm 🎉🎉❤❤

@nataliamotylinska7708 5 ай бұрын

Love it ❤❤‍🔥

@korseg1990 6 ай бұрын

That’s cool. Will be great to try to setup a team of developers, like project manager, frontend, backend, qa, devops, ui/ux. With local models, and give them simple project to accomplish as for instance a business owner. I’m really wondering how good it can be for something related to a simple business case, like landing page or promo product page.

@Hedonist87 6 ай бұрын

Everything is ready, the whole team

@PigOnPCIn4K 6 ай бұрын

I am a small business owner here for the same thing. Been using these similar models including ChatDev for a while bit I haven't found many good uses yet, it's mainly been me spending time making the outputs viable or troubleshooting the output scripts etc... I know some folks are automating the video lead process though

@r34ct4 6 ай бұрын

We are still limited by context windows are we not? Having this many layers would overflow the buffer.

@wasjosh 6 ай бұрын

I've been doing this with chatdev, crew ai and gpt pilot, it's pretty neat but looks like autogen studio might have em beat.

@sabino.software 6 ай бұрын

@@r34ct4still limited yes, but think of each agent having its own token limit. In a multi-agent setup, the token limit constraint becomes less of a bottleneck, especially in workflows involving multiple, smaller tasks

@maxivy 6 ай бұрын

“Hi welcome to McDonald’s” “Can I have a large iced coffee” “Sure! Will that be with GPT4 or local models”

@leegregory5617 6 ай бұрын

Great video! I'm going to try this. Is there any way to connect this locally to stable diffusion models to create images in the way that you created images using DALL-E3 with gpt?

@sabofx 6 ай бұрын

Great tutorial! I would love to see you demonstrate some original complex multistep examples (that could not be executed by a single prompt in chatgpt).

@awee1234 6 ай бұрын

Exactly my thought!

@aimademerich 6 ай бұрын

Oh boy, excited to see what’s in store, grabs 🍿 😁

@matthew_berman 6 ай бұрын

Hope you enjoy!

@aimademerich 6 ай бұрын

@@matthew_berman🔥🔥🔥 as usual

@brianWreaves 6 ай бұрын

Another great video... 🏆

@RiddleMaster-wi9yw 6 ай бұрын

I just had a zapier ad when you were talking about connecting to zapier 💀

@ieye5608 6 ай бұрын

It's finally here :D

@matthew_berman 6 ай бұрын

Yes!

@AnotherMaker 6 ай бұрын

I freaking love your videos. Can I make one request? Will you consider not quite doing your screencap to the very bottom of the screen? Since your code snippets aren't in the description, I'm constantly fighting the youtube playback bar to see the last thing you've typed. Keep up the awesome work.

@AnotherMaker 6 ай бұрын

i.imgur.com/wKlvbcp.png

@user-cz8ks8ve7x 6 ай бұрын

You can navigate through KZfaq videos with these keyboard shortcuts: Use the "Left Arrow" key to rewind the video by 5 seconds. Use the "Right Arrow" key to fast forward the video by 5 seconds. For more precise control: Hold down the "Shift" key. Use the "Left Arrow" key to rewind by 1 second. Use the "Right Arrow" key to fast forward by 1 second.

@teleprint-me 6 ай бұрын

"100% local": proceeds to use OpenAI API key.

@shahirulhafiz6527 6 ай бұрын

just export any value. good to go

@JohnLewis-old 6 ай бұрын

Thank you for explaining this! Can you do a detail comparison between AutoGen Studio and CrewAI? I'm torn between them.

@luismatabrito 6 ай бұрын

Autogen has way more money to develop faster I guess..

@Chris-se3nc 6 ай бұрын

It’s like a trim down open source version of the enterprise ready Watson X orchestrate on AWS

@wardehaj 6 ай бұрын

Nice video. When would you recommend using autogen and when open interpretor?

@officialdiadonacs 6 ай бұрын

Note: If your doing this in a Windows Powershell Conda Enviroment, the command is $env:OPENAI_API_KEY = "sk-youropenaiapikeyhere" Thanks for all the great work Mr.Berman 🙏

@zerohcrows 6 ай бұрын

just tried this and its not working for me.

@officialdiadonacs 6 ай бұрын

@@zerohcrows Yeah, I am having issues too connecting Litellm with the WSL Ubuntu as well. Trying to install the conda env on the linux side but running into issues with that as well. I will get back to you if I can find a fix.

@BoogieBoogsForever 6 ай бұрын

I like the vids and have subbed. Not trying to be a downer, just trying to understand the hassle:benefit ratio in this.

@wood6454 6 ай бұрын

The future of AI really is what Karpathy said where a bunch of specialized AI models will work together to perform complex tasks like a computer.

@fbravoc9748 6 ай бұрын

Amazing tutorial!! Thanks!! It would be great to learn how we could connect Agents to an SQL database

@MeinDeutschkurs 6 ай бұрын

That‘s promising. Just downloaded CrewAI, but this matches my needs more.

@mistersunday_ 6 ай бұрын

Would be great to see a demo on how to use the API to autogen so that it can be used in other apps

@renierdelacruz4652 6 ай бұрын

what a great video, thank you very much for that

@matthew_berman 6 ай бұрын

You're very welcome!

@Hedonist87 6 ай бұрын

I can finally hire 100 employees who don’t call in sick

@GruntyGunner 6 ай бұрын

this is very valuable! personally I don't know how to work around the annoying memory problem with local models, it will stop generating after a few messages. Edit: I've had more luck getting it to generate more lengths with ollama, please do a video on using autogen skills! I feel like that's where the steerability is because this is similar to building a Rube Goldberg.

@anthonyglass8714 6 ай бұрын

This is awesome! Started playing with it and it’s really good. I can’t actually add my agents to the group chat manager though. The add button is there but doesn’t seem to do anything. Tried a couple different things but no luck. Anyone been able to add their own agents to the group chat manager?

@DobleaArias 6 ай бұрын

Hi, big fan. I'm always on the lookout for your videos. Could you add examples for your videos using APIs from together ai, Mistral, Hugging Face, or any other Open Source LLM provider?

@VastIllumination 6 ай бұрын

Thank you for this. I was just wondering last night the best way to run local LLM's with AutoGen Studio.

@matthew_berman 6 ай бұрын

You're welcome, it's easy!

@otantikshop6426 6 ай бұрын

Thanks you matt' u xplained well i think this IS a complete and easy way to manage llms. Can you do more of it. Case studies on working teams together. It Can be a researcher team and a products ou service créations team or orhers stuff thxxx again

@kawwabonga 6 ай бұрын

would be nice to see some real world agents application for personal use. maybe something like a tool that would help to research and compare different options when you wanna buy something, and then search for best deals. for instance, set a goal to find best wireless headphones in a certain price range that have certain set of features.

@ChrispyKings 6 ай бұрын

Thank you.

@joelswann2310 6 ай бұрын

Great job I would love to see a video using autogen and the free API from Gemini.

@JaredWilliamScott 6 ай бұрын

This looks great, can I chain multiple agents together (with outputs being the inputs for other agents)? I will deploy and test myself next week as well 👌

@techlife2877 6 ай бұрын

Awesome video! Thank u for sharing. One q: can i use a windows 10 Laptop to do the steps in this video?

@ProfessorOfCookies 3 ай бұрын

Dude you are the spitting immage of Rich Fulcher when he was younger, you even have his speaking mannerisms xD

@stevecaya 6 ай бұрын

Thank you, could you do an example of agents doing marketing research?

@aaronfallis 6 ай бұрын

great vid

@fabianmunoz7365 6 ай бұрын

Not boring at all!

@AntonioPena1 6 ай бұрын

Mathew, one more time a great tutorial, thanks for sharing, one question can AutogenStudio ingest PDF documents for analysis? If so how to do so? Thanks

@shrn680 6 ай бұрын

Is there a way to have more than 2 agents in a workflow? I couldn't see how to add any more in the GUI?

@aftsfm 6 ай бұрын

13:04 classic mistral, i think that the mistral dataset had no jokes in it except for this one.

@henrychien9177 6 ай бұрын

Is it possible to use gemini api or lm studio?

@ChrisOrillia 6 ай бұрын

said something, he already did it, explains, incorporates quick cuts, upload Bermanogen

@kumargaurav2170 6 ай бұрын

It's incredibly awesome 😃, Came across CrewAI. Can you please make a comparison video between Autogen Studio & CrewAI from the perspective of production ready solution with ease of use.

@Tokaint 6 ай бұрын

wait so can this be used as an alternative to custom GPT's with the same features? If so can you please make a tutorial specifically dedicated to local custom GPT's, seen a lot of people also needing something like this. If not then I'd love for someone to explain the differences between Agents and GPT's or at least the use cases. Ofcourse everyone uses them differently for example some people think GPT's are useless but for someone like me who needs a model to output based on specific premade knowlede bases, GPT's are insanely helpful, I never understood the use case for Agents tho

@boriskrumrey6501 6 ай бұрын

Great video. I followed all instructions but when I wanted to test the stock price example. It came back with "Error occurred while processing message: Connection error." Is there something that needs to be enabled on MacOS to run it?

@paullopez_ai 6 ай бұрын

Hey Matt - great video! I've been watching you quite a long time and remember when autogen first came out. If I create my own skills and agent profiles, how do I save them when I close down the app? Would we have to install from the source code? What do you recommend? thanks!

@matthew_berman 6 ай бұрын

If you’re using auto gen studio, you can save your tools from the interface, and they will persist, even if you shut down the server

@seppimweb5925 6 ай бұрын

Would be cool to see more sophisticated examples

@AIPlayGrounds 6 ай бұрын

🙏 thank you

@stevenbaert1974 6 ай бұрын

Thanks for this video. Do you know/can you clarify how to connect Autogen Studio to Internet so it can do lookups?

@ErezAKorn 2 ай бұрын

Awesome video, thank you. How do I go about adding a model with data_source, such as AI Search?

@Tony0Green 6 ай бұрын

What about using Autogen Studio to build tools for your own applications? Do you have to run it using their interface indefinitely or can it be interacted with via API?