Python: Automating a Marketing Team with AI Agents | Planning and Implementing CrewAI

In this video you will learn how to plan and implement teams of AI autonomous agents using CrewAI with an example of the modified version of a project by João Moura.

### Tutorial resources

### Community

Timestamps:
00:00 - Introduction
01:32 - What is CrewAI?
03:17 - Setup CLI
05:51 - Explain Folder Structure and Files
09:05 - How to Plan Your Crew
17:53 - Load the Agents and Task YAML Configuration Files
19:13 - Create the Agents
24:39 - Create the Tasks
29:13 - Explanation of Tools
31:48 - Code the Tools
47:12 - Add the Tools to the Agents
49:41 - Add Inputs and Execute
57:06 - Check the Final Results
1:01:53 - Conclusion

Welcome to our comprehensive tutorial where we dive deep into the innovative world of CrewAI to automate your marketing strategies! In this detailed guide, we introduce you to CrewAI, a cutting-edge framework designed to create a team of AI autonomous agents capable of handling complex tasks autonomously. Whether you're looking to automate your marketing department, develop advanced AI strategies, or integrate autonomous agents into your business processes, this video has everything you need.

By the end of this tutorial, you'll have a thorough understanding of how to use CrewAI to create, monitor, and manage a team of AI agents tailored to your specific business needs. We cover everything from setting up your Python environment and installing CrewAI, to creating your very own AI crew using OpenAI's language models. Our step-by-step guide ensures that you can easily replicate our process, whether you're working on automating an Instagram marketing team or developing a new AI-driven project.

What You'll Learn:
- Introduction to CrewAI and its capabilities in creating AI autonomous agents.
- Step-by-step guide on setting up your Python environment and installing CrewAI.
- Detailed walkthrough on configuring and initializing your AI crew.
- Practical examples on automating an Instagram marketing team, including roles like research analysts, visual artists, and strategists.
- Insights into how AI agents can collaborate, interact with the real world, and automate workflows using CrewAI tools.
- Advanced tips on optimizing your CrewAI setup for efficiency and cost-effectiveness.

This tutorial is perfect for software engineers, educators, and anyone interested in the latest software technologies, AI agents, and automation tools. Whether you're a beginner eager to explore the world of AI or an experienced developer looking to expand your toolkit, this video provides valuable insights and practical knowledge to help you harness the power of AI autonomous agents with CrewAI.

Don't forget to like, share, and subscribe for more tutorials on leveraging large language models, vector databases, and the latest developments in AI and software technologies. Join our community on Discord to stay updated and connect with like-minded individuals passionate about AI and automation.

#CrewAI #AIautonomousAgents #OpenAI #LanguageModels #PythonTutorial #AIagents #AutonomousAgents #CrewAITutorial #CrewAICrashCourse #SoftwareEngineering #AIautomation #langchain #languagemodels

[yazanrisheh]

why is it that in this video you were putting the decorators whereas in ur 1st crewai video, you didnt. I'm confused

[felixkuria]

Big shoutout to Alejandro AO - Software & AI for the incredible work you're doing! 🌟 As someone based in Nairobi, Kenya, accessing quality resources on software and AI can be a challenge, but your content has been an absolute game-changer for me. Your dedication to sharing knowledge and empowering others in the field of AI is truly commendable.

[verim]

it's amazing how high the quality of your materials and the knowledge they convey is

[bambanx]

best video ever i have seen about crew, congrats i hope you make more about how to make a ui interface of this . thanks you so much

[goforit]

I’ve been very interested in AI Agent swarms the last few weeks. Thanks Alejandro for the video

[AIdevel]

As ever congratulations for the growth of your channel, please keep on making content like this, we want full stack with crewai to automate HR processes please such a video like that thanks from Saudi Arabia

[IdPreferNot]

Outstanding!! You continue to produce some of the best hands on AI content on Youtube. Thank you and I really look forward to a follow up discussion on an optimized version, as insights from that will be very helpful... especially given the $$$ API calls for chatty and confused agent systems.

[andydataguy]

Bro that ChatWithOurDocs improvement was LENGEDARY!! Thank you for introducing me to "Whispering" 💜🙌

[proterotype]

Great video. Looking forward to the next one

[dlunlun]

Hey AO, thanks for another great informative video. I got it to work with Google's Gemini. These OpenAI API calls could get expensive fast. Looking forward to your next video.

[UncleDougy]

@Alejandro_ao this is the best video I have seen on crew-ai so far. Especially using the new file structure which has very limited docs. I am curious though on how the other agents/tasks have access to the .md files that you create during the intermediate steps to use as context.

[eshaan]

The title of the video got me hooked, the video clearly shows you're great at what you do so I wanted to ask, tasks like these are being automated using no code tools a lot nowadays within fraction of time, what's your opinion on those? Appreciate it

[ismailtalha]

Great video wow i wish i would be done something like this in the future

Keep posting ❤

[fullstackai]

This is fascinating! Thank you for sharing this!

[rishirajjaiswal]

Hey, I loved your content, I am also experimenting with crewAI, chatDev and AutoGen. And what I am really curious about is- can we do what you just did using agents? Think of it like a HR agent. You just input a high level goal and let the HR agent populate the agents and tasks file. And once its done "hiring" the right guys, it calls on a custom tool that kickoff the secondary crew.

[CamilleDemarle]

Amazing value in your video !!! Thank you for that !! 🥳

[reishibeatz]

patiently waiting for the groq api video 🙏

[bambanx]

very nice video, thanks you, liked and suscribed, which program do you use for record the video? thanks you so much

[udaynj]

Amazing tutorial. So we well explained and laid out. Question for you on CrewAI - is the process of picking a tool prescriptive, meaning the agent instructs which tool to pick? Or can the LLM pick automatically from a set of tools and decide what to use. I am just coming up to speed on CrewAI and wasn't sure. And your English is fantastic, by the way. First thought your accent sounded like you were from the USofA

[ShashankKumarDubey]

Awwwsome work man!

can you please share the link for the notes for this video that you used ?