Do you like this format of video? What other use-cases should I cover?

Love this format - You took us all step by step including "mistakes" YAY. This is how we all learn. The mistakes not edited out makes it real and approachable. Thank You for being so helpful!

Hello Matthew. I'm Brazilian, I live in the interior of the state of Paraná, I'm amazed by your content. Here in Brazil, particularly me, there are few people talking and explaining about the creation of AI agents by CrewAI. In fact, only a select group of enthusiasts, followers of Alan Nicolas, have the knowledge to explain this topic. But they themselves are in search of knowledge. However, it is paid content. And not everyone has access to the basics. I would like to express my gratitude for your innovative initiative. I don't know anything about English, but I'm trying my best here to learn. I use AI and Google translate, it takes time, but I think it's worth it. Please continue to make this content available, your teaching is excellent. If possible, teach me the basics and fundamentals, with your videos. Gratitude

The question is where to invest time? At the pace things getting bombarded in AI space, sometimes i feel, wait and let it mature but at the same time i have FOMO, Who else feels the same?

Just want to share that Iove that you not only cover the news but you actually show us the practitioner side. I share your videos with non-tech fam and they really appreciate your breakdowns, and you save me a lot of words 😂 This is awesome content!

This is the best example of how development is done in the age of AI I've found on YT. I like that you said you are not entirely confident in your Python skills because I'm sure a lot of us can relate; AI brought in a lot of new coders (like myself), and we're all crash coursing our way to DIY AGI. What's more important than the final code was your chain of thought through problem solving. While most of us won't be able to FaceTime the founders of tools we're using 😜 you went to ChatGPT for the scraper. I love this format, I love the thought process, I'm always stoked to see a new video. Live editing is a great idea! I know you like to be all together, but it would be fun and useful to debug with you

It’s literally GOLD. I’ve been thinking a whole day how to build it with langchain, exactly the same use case. I want to automate newsletters. Initially I created it with notion, zapier and chatGPT, but want first code approach. It’s the sign . Awesome stuff

❤I can’t thank you enough for this format as well as the high-value content of all of your past videos. 🎉 As you already know, this format benefits three parties: developers can learn new stuff as you deep deeper with your tech expertise, non- tech entrepreneurs can catch up with new tech trend with even some understanding, so you will not only attract existing audience but also people who wouldn’t take a lot of time on your channel otherwise. Sorry for the obvious! 😅

There is no better form than showing all the trials and mistakes of trying to make something work. Because if you edit out all the mistakes... no one really learns anything unless it goes perfectly. Kudos.

Man, I applaud you for this. The vulnerability is real. And it makes me much less anxious of diving deeper into code. Especially with lightning, the hassle of an environment setup and some stuff that just not works on my local Mac, is not importatnt anymore. Great stuff!

Hey Matthew, this is THE format. Like my maths teacher always said: you always get more credit when you show your “working out”…because it demonstrates how you reached your answer.

You are phenomenal for this one!!! Thank you!! That IDE inclusion with this tut is everything

I absolute love this video. These types of videos will double your subscribers by the summer, if not more. I promise you.

I love this format. Could you put chapters in so it's easier to jump to the parts I'm actually using and skipping over stuff I already know? Thanks again! Great work.

Thank you for the clarity. All the best.

You are a very good teacher. That's the way coding works.

Thanks to Matt for showing all the processes. It took me almost an hour to finish it. Newbies to Python can see a lot of themselves in it. Matt said that he has learned Python for less than a year. According to Matt's video production rhythm, you should be very busy. Yes, thank you for sharing. Video production is not easy. Thank you for giving us many excellent tutorials.

"Bill.... i've got a problem getting my windows to update..." Great video.... this format is SO MUCH APPRECIATED as the errors you get highlight the things we all come across trying to actually create our own projects. Your troubleshooting is what we really need as examples.... not 'now pip install, blah blah' that most creators videos are. Thank you for trying this style out and please consider doing more of them, even if its just your version of trying to duplicate some new tech Repo's example project.

YES! Love everything about this especially using Lightning AI and developing a solution from end to end that actually solves real problems.

Hi Matt, really enjoyed your video. I liked the trial and error approach presented raw. These activities are iterative by nature, and you doing it interactively makes it so much more real than just dumping a neatly finished project. Your steps show case the effort that is needed to make these go especially for folks who understand coding in general without necessarily being experts in a specific language. Thank you for your effort and I would love to see more live coding videos.

Matthew, thanks a lot for this extensive demo. Seeing what can go wrong and seeing how you solve the problems was absolutely inspiring. Thanks!!!

Death Vader here. I've been with you a minute. I haven't watched this yet but it's in my schedule. You are my freaking hero.

Love that this project is being built real time. It's so helpful to see how other people work through all the stumbling blocks Please do more videos like this one!

Thank you for this content! I’m really excited to dive into this

The coding format, with all the re-works is awesome!

This is totally learning by doing and it's the absolute best way to learn! The way you show us your debugging process and how to solve every problem you encounter that is so incredibly valueble.. Please keep making this type of content

Great vid! As a brand new python n00b, it's inspiring to see somebody more experienced than me troubleshooting through new code they're writing. I really appreciate everything you're showing us. Thank you!

This is my absolute favorite format!! Definitely the right direction for a channel like yours.

Automating my life sounds awesome but I'll probably just end up more lazy.

Im very happy you made this video, I like to see how other people learn by doing and struggle on the way. 😊

This format is great. Sure you wouldn't want every video to be a long form tutorial but this is really helpful and is great when interspersed with your informative and, ahem, "shocking" ai news content. 😉

I really liked the video. It's fun to work through the problem with you and even pause and see if we come up with the same solution. I would like to see more of these from time to time, as the insight into your throught process is helpful (and reinforcing when it maps to soemthing I've also thought about). Separately, for this problem specifically, I think setting up a personal instnace of browserless may make a lot of sense for the scrapting, especially since many of the early CrewAI scripts reference Browserless as a tool.

I like sooooo much, that you share all your debugging as well. It resonates as I have almost zero Python experience (much less than yourself) and stumbling upon such issues all the time. Interestingly, at first it was irritating, now I do not mind. Part of the process. Being able to create something and see it eventually works is greatly satisfying.

Yes, I like this. Going through exactly the same kind of thing we are all doing right now.

Great video format. Loved the real life tone. Sometimes we think we need to be super proficient to build our ideas into something real but videos like this show us that’s not always the case. Make more please!

It is well doing, seeing another one, playing around. This is motivating.

Yes, a live coding session would be awesome. This would be so useful in a system upgrade / outage and not just development

Came across your channel as I was searching AI Agents, very awesome stuff!!! I greatly appreciate your time with this! Thank you!

It really helps to see you struggle a bit in there to get it all working for those of us learning here.

You are great man, you gave me confidence, I've always taught that I lack to much in my python skills but seeing you struggling with it to and still making it work gave me confidence!

Hi - This is an excellent video! Thank you for taking us step by step from "Zero". Great production & format effort. Please do more!

This is an awesome format - warts and all! Really appreciate it. Feels like pair programming. Saved me a bunch of time.

this format is great. please keep them coming if/when you have time. thanks

🤫 Good one. Matt, thank you for showing how AI works. Keep going. 🌹👏👏

Looks great. It also looks like programmers are going to have jobs for a while longer. They are just going to need to retrain for new architechures, methods, and syntax. Of course new AIs will be there to help them transition. Imagine how well the process of getting your CrewAI app to work would flow if AIs could reason.

Thank you for this tutorial video. From this I came to know about different types of crewai inbuilt tools which will be helpful to make different projects. In other's videos they are using different apis for this tools.

This was fantastic! I have written a webscrapper with AutoGen and it was a total b*^ch... It made me feel better that I wasnt the only one who has had some difficulty getting one functioning.

Great video format Matthew, thank you for being open and sharing the steps.

There is nothing braver than live-coding with a new library. Mad props.

Your channel is an absolute blessing for this world! Legendary.

Great video, but FYI: "RC" in a semantic version number stands for "Release Candidate" not "Release Client".

00:02 Setting up CrewAI for task automation with native and custom tools. 02:04 Setting up and using CrewAI for real-world tasks 07:04 Automating real-world tasks with CrewAI 10:18 Task 1: Scrape and provide content to writer 16:22 Importing tools from CrewAI and exploring examples. 18:56 Automating real-world tasks with Python code 24:33 Automating task by passing it into the task company. 27:11 Troubleshooting and resolving errors in Python code 31:51 Struggling to pass URLs into stock analysis tool 34:05 Discussing the use of website search tool and potential need for website scraping 38:34 Creating a website scraping tool using Python 41:01 Integrating code and addressing potential issues 46:04 Using third party tools and services to scrape websites 48:40 Struggling with complex scraping blockers and open AI's maximum context length issue 54:05 Lightning AI makes tasks easy in the cloud.

I like this how to video. It's nice to text new as i releases but building is far more interesting then simply texting the limits of new ai releases. Love your stuff in general. Thank you for sharing your knowledge and expertise.

Yes, I like the live build format, thanks for presenting it.

Good video we like it keep it up upload videos like this man lit 🔥

Best video ever! Beats all the videos that shows perfect codes hands down.

Matt, again, thank you for all of this!

Live coding would be amazing. The one thing about the video that I love is bumping into errors. It's encouraging to me being a very novice coder to know that errors are a normal part of the process. Let's jam!

The agents didn’t ‘SHOCK THE ENTIRE INDUSTRY ‘?! What a miracle ✌🏼

Analyzing step-by-step automation with AI agent units is truly charming! 🤖 Keen to dive into directing multiple AI agents seamlessly for various applications. This approach could change many industries. What are your thoughts on using multi-agent techniques in automation

Thanks so much, this was exactly what I was looking for!

You are doing great job you update us with AI I hope you get 1 million subscribers very soon 🌹

Funny part is I got stuck in the same part but I misplaced the Founders #. Thanks for helping with that 😂!

I had SO many issues with web scraping, I was practically shouting at the screen "No, not that way!" 😆 It's one of those use cases where with experience you know what will and won't work and exactly how brittle your solution will end up whatever approach you finally rest on - I think it's one of the best arguments for an R1-type model rather than an LLM getting fed source code etc. It raises the point... will all these web platforms ignore our intentional breach of their TOS via automation? Seems like a 'last stand' nobody's talking about yet... The scarping and 'brittleness' issue is one reason why I'm currently leaning toward using Autogen Studio and their 'skills' approach instead - it might be okay for the skills code to be brittle and get evolved when it inevitably breaks, with that kind of modularity built in, much like how e.g. Zapier updates the tehcnicalities of how their building blocks work in the background as issues arise, and your automations/flows don't need changing fundamentally (usually!)

Really liked this long-form tutorial/Let's Build

VS Code can also be set to save automatically, so there will be no need for CTRL+S :)

this vedio showed me programmers are needed after all when mattew said i will make chatgpt writes code when you are programmer it makes a difference

I really appreciate this video. Thank you Sir!

Thank you for sharing your thoughts process. Have the same use case (weekly AI newsletter in German): currently I'm using a Perplexity collection with custom instruction set to create a summary of a website. Perplexity does a great job on this as I'm not dealing with token issues or blocking scrappers. But the Perplexity API doesn't support calling my collection "GPT". So the process here is broken. Looking forward to see your progress with this use case 😊

I just give a thumbs up automatically on new content before clicking play. I know it’s gonna be good anyways

You have the best content!

Great video! Awesome!🎉🎉🎉

just saw this drop! looking forward to this one, always was frustrated when your demos just set things up when I ran into issues afterward. I was following your superagi tutorial but it doesnt work right now cause the repository isnt being updated, so I had to manually merge the bug fixes then deploy and its working now

Great video !!!! really helpfull

I have but a single ask… I know they’re essentially edge-docker containers. But please use a venv or pdm or something, at minimum to prevent dummies from globally installing something somewhere else and completely stuffing their os. And well… the use case here is pdm generates a file struct for you and makes it wayyy easier to work with

I like your style buddy.. you explain things pretty good and you have a large variety on your channel. You look a little bit like pauly shore

I have been working on similar AI code and getting mixed results. The struggle is real, keep up the good work.

Loved it, no complaints, we live in mistakes, its good to see them, it helps eliminate some of the "fear of starting". ...However, I wonder if there is some way you can do a video that is good to listen to on dog walks .. Something that does not require us watching the screen (e.g. Interview). Maybe more theory .. That would be a good "mix up", and are fine to be long.

Great stuff. Would love to see an example of using Autogen to correlate or extract subsets of data from CSVs, such as GA Reports and Search Console Reports.

Thanks Matthew for the great content. Please, do you have some step by step guide as I have some difficulties in finding the correct text to copy into the documentation? Kind regards,

Which one is your fav Matthew. Autogen or Crew AI and why?

Awesome video - let’s go deeper

Just been reading crewai docs, a PDF write tool would be a good addition to the toolset.

Human coding isn't dead. You just proved it.

Incredibly good video, I like it. Thank you.

if you are going to extract a specific element from the html perhaps the websearch tool is what you should have used

How do you get that green circle on your mouse pointer? It looks useful for reading

It seems my error is with the Scraper Tool as I get "Article with specified ID not found." Looking at the code of that tool used I see line 20 (article = soup.find(id='insertArticle") is the likely source of the issue

Great stuff!

Great and thanks for this demo that shows also the pitfalls and how to get rid of them. Did you know that VSCode has the "Live Share" plugin (Microsoft) that allows co-editing in our local vscode, with others in using their vscode? Same as what you shown with this cloud based editor (good to know this one too).

Real interesting ai use cases are in neurosymbolic.

You have a great style of video. The problem for me at least is langchain, crewai, and a number of other dependencies are changing so fast, everything is kind of useless to me. Minor version of a lot of libraries are completely incompatible and langchain especially is constantly restructuring their own libraries so imports break.

great topic, thanks 👍

I'm enjoying the video. But during the middle, I want to type and ask you a question about why you did a specific thing. So, what if you streamed this? You could go through something like this with viewers asking questions along the way. That would be great. Also, could create more views for the channel -- it would also be advertising for your AI consulting. Could be cool.

The agents will be in the thousands and finetuned for specific tasks, the Tool addons I will make will be A LOT. - I will make them as the human mind works and have an agent for each. reasoning, ideas development, and the prompts used will be Extreme, the best part about it is the AI will help make those personas and tools and its job will be to drop them in the folder and the program will "refresh" and the new tools added, and you can say with this list of 1k tools, I want to do this tasks. X what is the best way to do it with those tools, and then let the AI go to work and delegate, and assembly line certain content.

6:04!! 🤣🤣

can anyone help me find the documentation? thanks!

You are the only one of about 5 "crewai for dummies" videos that has even mentioned the IDE used. In this case its lightning AI, only trouble is its taking days to verify my emailsince I dont have an edu or org address, who knows, it may even not be verified. What other suitable cloud/local IDEs are recommended for developing crewAI projects?

Hi Matthew, thanks for posting this video, very helpful. I'm interested in using agents and want to invest some time in a framework but don't understand enough (yet) about the different frameworks. Autogen is the other framework that gets a lot of mentions. Could you please help me understand why I would choose CrewAI over Autogen and visa versa? Thanks in advance.

Very helpful and interesting.