25 Comments
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A Pox on Both Your Houses.'s avatar

A reasoning Multi Agent System. Isn't this the Holy Grail for every sentient person?

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Miguel Otero Pedrido's avatar

Hahaha you are really into philosophy, right? 🤣

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A Pox on Both Your Houses.'s avatar

Sort of. I completed a PhD in Psychology.

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YICHUN TSAI's avatar

A reasoning multi-agent system will be great!

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Jithendra's avatar

Amazing starting point to go into production, hassle free! Could you start RAG Chatbot with any of the Foundational model (open source LLM) ? just curious to know how this will fit into the structure ! and what would be the bottle neck issues ?

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Miguel Otero Pedrido's avatar

Sure, I like that idea 🙌

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Pankaj Yevalekar's avatar

first of all, thank you.

RAG Chatbot

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Miguel Otero Pedrido's avatar

Thanks to you for the support! I think the RAG chatbot is a good option to begin with 💪

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Mohamed Shafny's avatar

How do you integrate production ML models with this?

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Miguel Otero Pedrido's avatar

If you mean LLMs, what I typically do is put the API client inside the LLM providers. I usually deploy the custom LLM in its own container / infrrence server, using vLLM.

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Mohamed Shafny's avatar

ty man 👍

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Basit's avatar

I would be interested to know, how to structure the project without cookie-cutter ( dev project structure agnostic to cookie cutter).In other words, the project changes, but principal of structuring project would remain same.

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Miguel Otero Pedrido's avatar

what do you mean? Like starting everything from scratch, without the cookiecutter?

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Basit's avatar

I agree, it is self explanatory. I would be interested to know how to develop the project in which order.

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Miguel Otero Pedrido's avatar

ah, right! I understand. Sure, I can cover that for future videos / posts!

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Basit's avatar

Not from scratch, I mean what should be the intuition of structuring the project if starting from scratch for any project in AI.

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Thomas Bustos's avatar

🤩🙌

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Miguel Otero Pedrido's avatar

🙌 🙌 🙌

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ML Educational Series's avatar

RAG Chatbot

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Miguel Otero Pedrido's avatar

thanks for answering!

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Piyush Gupta's avatar

A reasoning multi agent system

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Miguel Otero Pedrido's avatar

thanks for the answer!

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Vinicius Guerra e Ribas's avatar

Thank you very much for everything. Your projects and efforts are contributing very positively to all my projects. Whenever I can, I recommend you.

Multi-Agent System.

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Miguel Otero Pedrido's avatar

thanks!! I really appreciate that :)

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Nicos's avatar

This is impressive! Though it may seem opinionated scaffolding, it is indeed well thought through and very practical to get ball rolling. Bonus: it is laid out with production deployment elements in mind from get go. Bravo! 👏

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