ADVANCED Python AI Multi-Agent Tutorial (RAG, Streamlit, Langflow & More!)

Tech With Tim October 23, 2024
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Tech With Tim

@techwithtim

About

I'm Tim, a self-taught developer & entrepreneur who brings you educational tech content without the fluff and noise. I went from a broke dropout working at McDonalds to making $100k+/month as a developer, travelling the world and moving to Dubai all before the age of 22. I've since helped thousands of aspiring developers land their first software engineering role and assisted mid-level devs land jobs at companies like google. Max landed his first developer job 3 weeks after going through my training. Youssef was laid off and landed a new role in 2 months while working with me. Jamario landing competing job offers before graduating college. If you want to learn more you can click the first link and watch my free training on how we help developers who already know how to code get hired by top tech companies.

Video Description

In this video, I will be providing you with a walkthrough on how to build an advanced multi-agent AI app through Python, Langflow, Astra DB, Streamlit, and more. This app will use multiple LLMs that to handle different tasks, routing those tasks to different LLMs, and will even have a full frontend that allows you to interact with the completed application. It's one of the most advanced AI apps I've built on this channel so be sure to stick to the very end of this tutorial to learn everything it has to offer and have the power to build some insanely cool apps. 🎞 Video Resources 🎞 Get started with DataStax: https://dtsx.io/techwithtim-astradb Langflow Github Rep: https://dtsx.io/techwithtim-langflow Check out DataStax AI PaaS: https://dtsx.io/techwithtim-aipaas Code in this video (prompts/code/flows): https://github.com/techwithtim/Advanced-Multi-Agent-Workout-App If you want to land a developer job check out my program with CourseCareers: https://techwithtim.net/dev ⏳ Timestamps ⏳ 00:00:00 | Video Overview 00:01:26 | Project Demo 00:05:10 | Langflow Setup 00:08:03 | Building a Simple Flow/Agent 00:17:45 | Building a Complex Flow/Agent 00:39:35 | Using the AI From Python Code (Locally) | 00:39:35 00:46:50 | Using the AI From Python Code (Cloud) 00:53:40 | Frontend Setup 00:56:07 | Personal Data Form 01:01:57 | Saving Data in AstraDB 01:17:05 | Updating Data in AstraDB 01:26:27 | Nutrition Form 01:39:27 | Handling Notes 01:44:09 | Ask AI Feature Hashtags #aiagents #advanced #tutorial

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