Automate your Life with AI Agents (EASY CrewAI Tutorial)
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- Опубліковано 15 тра 2024
- Automate your Life with AI Agents (EASY CrewAI Tutorial)
[edited Re-Upload]
In this video, I will show you the power of AI Agents by introducing you to the powerful new tool Crew AI. We will start by talking about the current limitations of ChatGPT to then see how CrewAI solves many of these limitations by creating crews of autonomous AI Agents.
The second half of the video is a full CrewAI tutorial. We will look at the Python code together and draft AI Agent and Task descriptions together. In the very end we will run the crew and look at the results together.
If you have foundational Python skills, are able to clone a repository from github and know how to use ChatGPT, you should be able to follow along.
Resources:
CrewAI website: www.crewai.com/
Joao’s CrewAI github repo: github.com/joaomdmoura/crewAI
Example crews and templates: github.com/joaomdmoura/crewAI...
To follow along just clone the crewai-examples repo and open up the folder for the crew of choice.
You will need an OpenAI API key (platform.openai.com/) and a SerperDev API key (serper.dev/) to run this crew.
To install crewAI & tools:
pip install crewai
pip install 'crewai[tools]'
Use Artificial Intelligence and AI Agents to automate whatever you can think of!
Chapters:
00:00 - Limitations of ChatGPT
00:58 - How CrewAI takes ChatGPT to the next level
02:38 - Who can use CrewAI?
03:34 - Example Crews
05:29 - How does CrewAI work and types of crews (hierarchical vs sequential)
06:48 - Setting up an example crew
09:00 - Looking at the code together
16:44 - Running the crew (command line)
17:56 - Looking at the results
20:04 - Conclusion & Takeaways
Nice ! Really cool video. If you can for the next one : get rid of the music background that sounds like those TV’s playing ads in DIY shops 😅❤
This is a (slightly edited) re-upload. New video on CrewAI coming soon
I'll be waiting for next video bro.. thanks
great vid my guy.
You know, I have a refined idea with all the details. I started as a beginner in Google Cloud Gemini AI. I realized that it will take some time to learn how to connect everything😅. Harder than I expected. It is very interesting how CrewAI is designed
Great video and would love to see the hierarchical example! I'm trying to find a way (framework, platform, etc...) for an agent to lead a conversation so the user answers a series of many (~50-100) questions, while some q's are dependent on others, without losing context of previous answers, and conversation repair if the user goes off topic. If groq could be leveraged and minimize infrastructure mgnt, would be big value adds. Thank you!
A first hierarchical one is already in the works but I'll consider your other feedback for a future video :)
Can you do a crew video using Llama 3 and Groq? Or/and Mixtral and Groq?
I have a hard time running their examples because I’m not sure why my open ai api can’t be picked up 😢
It would be great if the code were on github with a link in the description. 🙂
But it is :) Clone Joao's crewai-examples repo. And then in the job description folder it's all there.
I have a question. How are you making such great videos. I imagine there must be a kickass tool to help curate these videos
Thanks! This particular one was made with Camtasia
The beginning of this video was AI created garbage. The rest was decent. Post the code or GTFO.