AUTOGEN STUDIO : The Complete GUIDE (Build AI AGENTS in minutes)

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The full guide to get started with Autogen Studio, Create Powerful AI Agents in a couple of minutes with real life projects.
_______ 👇 Links 👇 _______
lmstudio.ai/
🤝 Discord: / discord
💼 𝗟𝗶𝗻𝗸𝗲𝗱𝗜𝗻: / reda-marzouk-rpa
📸 𝗜𝗻𝘀𝘁𝗮𝗴𝗿𝗮𝗺: / redamarzouk.rpa
🤖 𝗬𝗼𝘂𝗧𝘂𝗯𝗲: / @redamarzouk
www.automation-campus.com/
_______ 👇 Content👇 _______
00:00 Introduction to Agentic Workflows
00:30 Understanding the Core Components of AI Agents
02:01 Exploring Conversational Patterns in Workflows
03:58 Setting Up Autogen Studio for a Real-World Use Case
04:20 Installing Autogen Studio and Setting API Key
05:07 Launching Autogen Studio and Outlining the Use Case
06:04 Developing the Use Case: Reading an Invoice
08:06 Defining Skills and Models in Autogen Studio
10:02 Creating Agents and Workflow in Autogen Studio
12:16 Error occurred while processing message: api_key is not present in llm_config or OPENAI_API_KEY
15:55 Final Demonstration of the Workflow in Action
18:19 Conclusion

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Опубликовано:

29 июл 2024

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Комментарии : 27

@gp5414 3 месяца назад

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

@DougSeven 3 месяца назад

Great content brother! You earned my SUB and thumbs up... I'm obsessed with AG. With the UI, it really helps me not having hardly any coding skills. Game changer. Thanks bub!

@redamarzouk 3 месяца назад

Thank you, it really means a lot 🙏🙏

@amineachalhi3216 3 месяца назад

As always, Bravo! Really interesting ! Thanks for sharing.

@redamarzouk 3 месяца назад

Thank you so much Amine, appreciate the kind words!!

@paulham.2447 3 месяца назад

Superbe Mr Marzouk ! Merci.

@redamarzouk 3 месяца назад

You're most welcome 🙏🙏. Et de rien.

@MrDeliciousHD 3 месяца назад

great video as well as the troubleshooting

@redamarzouk 3 месяца назад

Appreciate it 🙏🙏

@PcParamedics868 3 месяца назад

Bravo well done incredible video I now understand auto-gen thanks for this🎉🎉🎉

@redamarzouk 3 месяца назад

Thank you for the appreciation 🙏

@jcolonna12 3 месяца назад

isn't the purpose of the groupchat_assistant to decide the order? I think you need to write a prompt in the system message to describe the workflow and how the agents work together which includes the order.

@redamarzouk 3 месяца назад

Yes you can use the system message to give the logic which groupchat_assistant will follow to select the agents, the problem is when an agent can't fulfill its job because the code it has generated require a certain package to be downloaded or other issues. This forces groupchat_assistant of going back and forth between agents. So unless you're going to lay out the whole logic in the system Message it's better not to fill it with a strict workflow to follow. in general there are 3 components that help the groupchat_assistant in selecting agents and laying out the logic. 1. speaker selection method: this will define the way different agents are going to be called. 2. system message: as you said. 3. the context of the question itself since groupchat itself has a model that can understand and put a plan in place, this is what I've used in the video.

@stanTrX 2 месяца назад

I test it only with userproxy and agent but still it sometimes stays unresponsible state

@dylapoo 3 месяца назад

You did a great video. How do you use Azure OpenAI credentials? Azure needs more than just the API key to work.

@FaithfulStreaming Месяц назад

I like waht you did, but for no code people this is so hard because we dont know what we should install for windows etc.. really really nice video

@redamarzouk 7 дней назад

You're most welcome!

@avramgrossman6084 Месяц назад

This is a nice video and very useful. In my applications I'm looking for the 'system' to have ALL the customer pdF Invoices uploaded, or better yet, as an SalesOrder table in a database. this seems like a lot of work for just one customer and one email. Is there a way to create Agents that could filter out which customer order? Etc.

@arni5na 2 месяца назад

I think you just need to restart Visual Studio inorder for the Autogen to pickup the OPEN_API_KEY environment variable

@kakashisensie100 3 месяца назад

what about langgraph for agents, any thoughts on it

@dungtrananh1522 Месяц назад

Dear sir, can I use my local LLM models instead of OpenAI API?

@redamarzouk 7 дней назад

Yes you can, I did myself but I think as of now they simply don't perform as well. microsoft.github.io/autogen/blog/2023/07/14/Local-LLMs/

@AA_Guy13 3 месяца назад

I do not how to make it local not using openai keys no llm studio, just oobabooga self host

@jasondogan 3 месяца назад

Do you do not explain alot..

@redamarzouk 3 месяца назад

You mean I explain lot or I don't explain enough?

@beyondthebounce23 3 месяца назад

Using AI to send out crappy emails seems like such a waste of what AI is and will be.

@redamarzouk 3 месяца назад

You know Email marketing is a $7Bn industry. But the point is not what you're getting as an output. The idea is to understand how agents interact with with each other and how UserProxy and ChatManager send and receive tasks. There were 2 different advanced use cases I wanted to show but creating them took too much time therefore I couldn't include them in an introductory video. Also we always receive Thank You emails after a purchase, and this use case if connected to a database can be a great way to upsell a customer. So if you think about it ain't that crappy after all.