💯 FREE Local LLM - AI Agents With CrewAI And Ollama Easy Tutorial 👆

#aiagents #crewai #tutorials
Follow along with this super easy code tutorial to set up your local agentic workflow which is 100% free. I will use VSCode and show you how to install CrewAI and Ollama to work in your virtual environment.

Check out this video in which I explain the Refinement method for agentic workflow:
--This Agentic AI Workflow Will Take Over -- Algorithm + Papers Explained

Link to GitHub repo to follow along with this tutorial:

Key Terms and Concepts:
agentic, AI agents, LLM, crewai, self-refine, refinement method, mistral, Mistral AI, API, ollama, crew, task, multiagent

Video Key Moments:

00:00 Intro
00:19 5-Step Process to Set Up Agentic Workflow
01:14 The Refinement Method
01:47 Installing Ollama
01:54 Install mistral
02:07 Set Up A Virtual Environment
02:27 Configure The Venv
02:58 Install crewai
03:11 Make The Project Directory
03:19 Make The Model File
03:43 Make The Script File
04:46 Make An Agentic Python File: Agents, Tasks
06:59 Make A Crew
07:06 Run The Agents

[jarad]

Also never seen the mistral idea so this model would make a really good agent then better then the others? Really helpful to know, glad I found this. Also can you test agencu dwarm ans let us know what the best agent framewoek is currently? Apparently crew is not great for production?

[jarad]

Awesome I've been looking for some of this info for ages, Best video on agents after watching dozens of vids, nobody explains the problems with other models or fixing model file and how to make sure the local models work, many of these YT Experts are just using local and other nodels snd wondering why it's not working well.

Can i use phi 3 mini local as well and it needs same model setup? Also will llama 70b on openrouter api actually work as a good agent or does something need to be tweaked first nobody can answer these things, please help? Thanks!

[jarad]

Sorry another quesion, am i able to use LM studio with crewai as well, wanted to test some other models and its gpu accel allows models to run better then ollama for me, is it still going to have probems due to the issues you fix with the models file or is that issue not a problem for other local servers? Or is ollama the best way because you can actually edit those things to make it work well? Thanks

[optiondrone]

Thanks for sharing your thoughts and practical AI agent workflow. I also believe that this agentic workflow will fuel many LLM based development in 2024