AI Agents are changing the world, let's build one from scratch

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In this video you'll learn how to code your own AI Agent from scratch, without using any Agent frameworks.

[StringerBell]

For the past year I watched about 300 videos on AI agents (all of your videos + a lot of other YouTubers) I've yet to find any real life business use-case of AI agents, besides simple basic research and summary on a topic/idea or coding, where 2-3 AI "agents" role play with each other. That's about it.

I own a business with 17 people in the eCommerce niche with a lot of automation possibilities but I haven't really seen anything even remotely practical and useful (not only for my business but for almost any business)

Everything is "in the future" but not right now.

[Peter.Wirdemo]

Cool! Gave me an idea of creating a simple 2D virtual environment for like 4-5 agents and give them "work titles" and let them walk around by outputting directions, for example Move x+1, and let them communicate and do stuff that actually update the state of the environment and their individual current coordinate positions inside the environment.

[primalplasma]

God bless you, man! I am going to recreate your example project just to get a feel for using Llama-3 with Python, then I will branch out from there. I am saving money to sign up for your course!

[malamstafakhoshnaw]

Thanks for a great educational video as always David. Personally for me i will be waiting for Elon's open source models to run locally. However what you showed can be incredibly useful for a lot of people. Thanks again and cheers 🤟🏻

[davisoares]

I was trying to use phi-3-mini model on CrewAI and I was having problems because the model wouldn't understand the prompts from the previous agent to the next. When changing the temperature to lower, it sometimes worked, but it's not consistent.
Now I'll try writing from the scratch like shown in this video. Thanks for the tutorial!!

[milque]

this is crazy.. glad i found ollama! not much python required to split it up and get agents going.. would be awesome to see tavern card implementation!!

[NurtureNestTube]

These are helpful, thank you! Just a small suggestion, it’s always a good practice to create a virtual environment for each new project! That way you won’t have to deal with conflicts, if ever..

[seandiamond]

Great video. Thank you. But what if I want to use two agents with two different models? Could you please show how to do this? Using specialized models for each agent is powerful. Thank you!!

[karanborana]

Can you please make a video on how to make agents that will have capability to call multiple APIs like GET, POST requests and display the data from the response

[Jakemottola]

You do recommend using multi agent frameworks? Ok, I am in the opposite boat. I think they are not the answer and ultimately less capable. So if you need some content and like a challenge how about this:
Create/use a multi agent framework to build a moderately complex piece of software, a service, and or application.

You can build upon a pre existing framework like autogen, crewai, chat dev, etc if you'd like and you can use any closed or open source LLM you want. Whether it be gpt4, claude, llama, anything. In terms of what is "moderately complex". Use common sense, a game of snake isn't going to cut it but maybe something like a chatbot connected to a vector store where the end user can provide documents to ingest then query the chatbot against those documents. That I dont think is too difficult but hard enough that it would prove multi agent ability.

[Simply-AI-Solutions]

What's the best way to do these open source models on a low budget. My laptop is 16 gb Intel i7 core. But anytime I open a model in LM studio it's hardcore struggling.

[mrsotona]

So i still can't do anything with my 8gb ram card ? Not rly free if you need spaceship pc to run llama

[agugi]

nothing in this video is working. Could anyone succeed after following instructions step by step in this video?

[ferrergerson]

Hi, David. I would like to know if you can do a project to help promote a political candidate. I am trying to create something for a condidate a a spanish country.

[utkarsh]

can i build an ai agent that write personalized first line for my prospects doing the web research?

[VictorSilva-hvjg]

Hey guys! I'm immersed in the study of AI agents and I'm curious: would it be viable to build an agent that prospects customers for freelance professionals? I envision a system capable of exploring Instagram in an automated way, identifying potential customers and even starting conversations to schedule sales meetings. Is it possible to develop such AI agents? If so, do you know of any videos on YouTube or any mentors that explain how to create AI agents to automatically prospect customers through Instagram? Is there something like this in development or is this an idea for the future of AI?"

[thisiscrispin]

Don't get it. How is this an agent? This just looks like prompting a local model :)

[thays]

Is there any way today to create and use ai agents while not being a regular or competent programmer who utilizes code? I'm familiar enough to understand code, generally, but no recent experience actually coding, it's been years. Seems like agents require a good bit of understanding of not only coding but other integration mandatory tools like python and whatever else... Is there any option to create useful ai agents today without programming?

[SonoftheLivingGod]

can you make this agent surf the web without api?

[theaigrind]

For some reason I could not get the code to run calling for an "No module named 'ollama'" Even after installing ollama.