CrewAI Tutorial: Complete Crash Course for Beginners

[@MarkLewis00]

CrewAI is the OG for me, I simply use it with OpenAI & Composio to create a ton of agents like scheduling, newsletter, PR & Slack agents.

[@claudiantenegri2612]

Thanks Brandon! I just subscribed to your channel not necessarily because of the content but for your generosity to share the SC of the project and invitation to schedule a 1 to 1 call for guidance! That's something i didn't yet seen in the space, so thank you for that!

[@morrazzo4432]

This is the only video I dedicated my 2 hrs straight on KZbin not even movies

[@bhancock_ai]

Love the dedication!!! Any questions or anything else I can clear up?

[@morrazzo4432]

@@bhancock_ai yes! bro, I have some questions... Can I ask them in ur linked in?

[@morrazzo4432]

@@bhancock_ai yes sir, I have two doubts I want to integrate Chatgpt with microsoft dynamics finance and operations which is an ERP system is it possible? If yes how? As I'm finance functional consultant associate implementing in microsoft dynamics finance and operations ERP system I want to deploy flows using power automate to create and process general ledger, journal entries and posting, accounts receivable and payable,cash and bank management, procurement and sourcing etc is it possible? And is it possible to do that by using AI AGENT system? Can I develop that AI AGENTS using crew AI?

[@luminographix]

i agree, i did the same with a couple of coffee breaks :)

[@tammidee7402]

This is one of the best tutorials I have found. The documentation matches the video and that is rare.

[@ashokvaswani123]

Can you help me to get this project working? I have put up some comments stating the issues but have not received any replies so far

[@tammidee7402]

What are you trying to do with CrewAI?

[@wadejohnson4542]

Just an awesome tutorial. The way you filtered out the noise and confusion to present just the essentials. Brilliant. The CrewAI team would do well to bring you onboard. If you have time, it would be worthwhile to see a video with CrewAI using local LLMs via Ollama. Ollama now supports the OpenAI API so this should be doable. If you don't have time, not to worry, you have already done a great service for the community. Thank you.

[@isa-bv481]

Hello, Indeed, thanks for the video - really great work! With OpenAI and chatgpt3.5 it worked fine. However, I couldn't get langchain to use Ollama (openhermes model) in my Python code (today). Anyone having the same trouble? Anyone being successful? Thanks a lot. Marc (I'm going for a walk to empty my head, hopefully it all will magically work when I'm back ;-)) ------------------------------------- BELOW IS MY EXPERIENCE ---------------------------------------------------------------------------------------------------- I have tried to use the code "from langchain_ollama import ChatOllama", but when I tried the (inevitable) pip install langchain_ollama, I got the following errors: ERROR: Could not find a version that satisfies the requirement langchain_ollama (from versions: none) ERROR: No matching distribution found for langchain_ollama After some reseach it seemed that my version of pypdf was too recent, so I downgraded it, but to no avail. I have tried all kinds of things, like pip upgrade, clearing the cache (rm -rf ~/.cache/pip which didn't work). Nor did "pip install --upgrade --force-reinstall langchain_ollama" work. Now I read the adviceto install the core langchain package instead of the Ollama subpackage: "pip install langchain" And then initialize the Ollama client directly without using LangChain: from ollama import Ollama ollama = Ollama(url="localhost:11434/v1") But is this a good idea? This is the part about IT/programming which I ***HATE***. I like programming, but not all those dependencies on which you have no control, ending up in a guessing game which costs hours of valuable time with ROI=0.

[@jennifergunderson6628]

Amazing. I am a complete noob having installed pycharm and started learning python three days ago. It took me a lot longer than an hour to watch this video this afternoon, but I have a working project and a working template to accelerate future projects!

[@bhancock_ai]

That’s awesome knees Jennifer! Glad you got it working! I have a Skool community with other people getting started on their AI & development journey. Feel free to check it out! www.skool.com/ai-developer-accelerator/about

[@djverca6268]

This is by far is the best crewai tutorial. Please consider adding to it. Maybe another build or expand on custom tools. Thanks. Subscribed.

[@bhancock_ai]

Thanks man! I actually have a new CrewAI video coming out this Friday. The updated video is going to cover some of the new features in the major CrewAI update that just happened a few days ago. I think you'll really like it!

[@jerbear7952]

If you only pee twice a day you'd be able to make more videos. ​@@bhancock_ai

[@FrankDecker3]

Brandon, your tutorial is awesome. We, are building an entire agent system and reviewing your tutorial gave great insight and in fact showed me what features to consider and what things are needed...😮 I am in Chiangmai Thailand, if you are actually coming here. 1:05:12

[@KrsnaNimmala-gx2my]

Without a doubt, this is the best crewai tutorial on KZbin. Thank u Brandon for such amazing content.....

[@stiqsify]

I like the fast pace, yet detailed approach. I zone out with slow presentations. Fantastic!

[@atay07921]

When this was made, 'expected output' was an optional Task attribute. I believe it's now a mandatory attribute so include between 'def' and 'return' for each task, i.e. expected_output = (" "). Also include it below agent=agent for each task - expected_output=expecred_output

[@DallasGraves]

Thank you for this, was causing me lots of problems!

[@smnomad9276]

You've gained a new sub! I've watched over 15 videos on CrewAI, this is by far the best! Please keep these long insightful videos on AI tools coming. One quick note: The video quality is pretty low especially when expanding the window, please make sure you upload in a higher quality.

[@RetiredVet1]

I just downloaded the crew-ai-crash-course code. I love the comments in the code. Without watching the video, I can tell a lot of thought was put into this video and I look forward to watching it. Thanks for the code and the videos.

[@bhancock_ai]

Thanks Edward! I'm glad you're really enjoying these CrewAI videos!

[@DePINDeCoded-s3h]

This is one of the best contents on CrewAI. The way you explained the concepts is very simple and easy to understand. Loved it :) 😀

[@Cire-my6ur]

This was an excellent tutorial. Sometimes tutorials end up being overrated, but this one is the first one in a while that I have watched and is relevant and totally necessary. I could not even find a breakdown like this in the crewai docs. The docs is where you get all the info, but when I looked at the docs all I saw were examples. It's good for copy/paste, but it doesn't help when you aren't a software engineer and just want to get an idea of how you can use their framework. Thank you

[@bhancock_ai]

Thank you Cire! I really appreciate you saying that! 😀

[@Cire-my6ur]

@@bhancock_ai not a problem!

[@Cire-my6ur]

@@bhancock_aiyou kno what, I did notice one thing and maybe it’s just because I totally forgot to create my __init__.py files, I did have to use package-mode = false in the project.toml file. This was my first time ever using poetry, so I was focused on trying to get to know how it worked then I noticed that none of my packages were recognized and instead of creating the __ini__ files I checked for the setting and sure enough, it was there. Thank you again!

[@turugasairam2886]

Made me your fan with your genrosity and clarity of delivery

[@TomJolie]

Awesome crash course. Thank you Brandon. Very helpful and well thought out. A few things are now outdate like the model names but that just speaks to how quickly things are moving in the space.

[@UdayVakalapudi]

Very well explained. A proper Hands-on tutorial in YT.

[@robertozompi]

Very good tutorial. Very precise and detailed at the right level. congrats!

[@colleenj7389]

Great video Brandon. Thank you so much for taking the time to record it and share it with us. Very happy to subscribe to your channel and join your skool group :-). PS. I live in Thailand so it was great to see you chose it as one of your locations. Brilliant! 🎉🎉🙏🙏

[@bhancock_ai]

Thanks Colleen! My wife and I do plan to go to Thailand at some point this year so I need to pick your brain on cool places to go at somepoint!

[@Jeremy.K.90]

@@bhancock_ai Or just use the AI.

[@readmarketings9061]

I'm from Thailand, and we would be happy to have you visit :)

[@adamgdev]

Loving your video (and other videos as a sub) and coding along with this one. This is the best CrewAI video I have found so keep it up. Have to add, I currently live in Italy and previously lived in Thailand. Haha. Both are amazing countries!!

[@bhancock_ai]

Thanks Adam! I really appreciate you saying that! I'm super jealous that you've got to travel to all these awesome places. I do think my wife and I are going to try to go to Thialand at some point this year to view all these awesome places that the CrewAI found for us!

[@adamgdev]

@@bhancock_ai Keep up the good work!! I have been watching coding videos for years and you are really good at teaching. I can tell you put a lot into this video, the production value is mint and the workflow in concise. You're killing it! You should def go! It is a life changing experience. If you can make it up north to Chiang Mai and then Pai you should do it. It is worth the trip. Take a scotter if you can and have one of the tourist vans take your luggage (Chiang Mai to Pai), that is what I did. Try to avoid burning season though as it can be quite overwhelming. Bangkok is awesome too. Go to The Lying Buddah Temple if you have time. That is my fave temple in BKK. For the islands try to make it to Koh Lipe. It is far but well worth it. Also Koh phayam (NOT koh phangan the full moon party island) is an amazing island off the beaten path. I could go on and on but these are some of the more DL places to visit!

[@Jon_The_German]

Coincidentally reading this on my way through and as you are obviously having some funny synchronicity going on hereI decided to recommend to both of either one of you to stay in Contact. For example via Email. I guess Brandon has a KZbin contact Mail-Adress on his Channel Page as most U2bers have for other people to reach out to them. There is more than just the comment section to communicate, which can be overlooked easily, these days. At least that is what they say and they might be right. 😊 Stay blessed`✌️

[@VaibhavShewale]

i have so many ideas popped up while watching this, guess i need to write it down somewhere before i forget about it!

[@bhancock_ai]

That's what I love to hear! Can't wait to see what you make!

[@raghavsharma6430]

thanks for creating this amazing content

[@RocktCityTim]

@codewithbrandon - a very, very solid tutorial. After getting things sorted and working, I am now running into two items: 1> Invalid Format: Missing 'Action:' after 'Thought: This occurs during each phase. 2> [Local Tour Guide] Task output: Agent stopped due to iteration limit or time limit. This occurs are the end. I can't find a definition of Action: or Thought:, so I assume those are part of CrewAI. Is the Agent stopped event caused by my using the SERPER free option?

[@bhancock_ai]

I would update to the latest version of CrewAI and try to use ChatGPT 4 Turbo. I think that will get rid of the issues you are running into

[@NorthPoleSun]

Hi, when I do poetry install --no-root i get an encoding error. Do you know how to fix this? Thanks.

[@Nandeesh_N]

Simple, crisp, easy to understand. Thank you Brandon! One missing part that I couldn't understand is the process. How are the agents talking with each other? I do see there is a hierarchy associated. `expert_travel_agent` has to wait for `city_selection_expert` and `local_tour_guide` responses before completing it's task. How's that happening as it's not explicitly visible in the code?

[@Pregidth]

Best tutorial to understand AI coding.Thanks!

[@coreindustries1]

Very helpful. Thanks for showing your approach when things go wrong and for sharing templates based on your learnings.

[@drummermike5150]

Excellent tutorial! Love how you left the errors in and debugged it on the fly!

[@josephtilly258]

hello after doing all the setup right (I think), the cmd "poetry install --no-root" isn't working ([tool.poetry] section not found in *path to pyproject.toml) any idea how to fix it ? Newbie btw

[@NorthPoleSun]

i had same issue

[@leonford75]

Same here

[@NorthPoleSun]

@@leonford75 search up hector pineda crewai setup and follow that. it works.

[@hassanasani4630]

Did you figure it out? Same issue

[@NorthPoleSun]

@@hassanasani4630 yea

[@Imakemvps]

at 13:13 where you are going to get the git clone and do all that stuff you lost me. I was able to open my command line, but did the first step, but when you did the mv crewAI-examples... How did you get it to work like that? I couldnt replicate what you did. I couldnt open vs code with that other command you did. Can you make a more basic computer setup for this and then walkthrough it with people?

[@robel_asefa]

Great video! Loving the VS Code white theme, too!

[@Rais_Hamidou]

I don't know how to thank you dude!! I found a lot of answers in your video. Definitely a subscriber +.

[@MoonLiteNite]

@16:35 i got pipx installed, but i get an error whenever i try to use poetry on basically anything - Installing ffmpy (0.3.2): Failed Try to manually install ffmpy and it says there is a problem with pip, but running pipx alone, no issues. only with poetry :(

[@rheavictor7]

Dude, thank you so much for this! I know almost nothing of Python so I had some hiccups along the way, but nothing that good ole Stackoverflow and ChatGPT could not solve. The lesson was amazing, and now I feel able to try my own stuff here.

[@muriloloureiro8655]

Brandon, im from brazil, thanks alot for yours videos

[@linuxdevops726]

Thank you for this amazing tutorials that can open unlimited options and ideas .Truly ,we are living in a historical time .

[@RickLindsey-hb7rn]

I got it to run. Did the first test planning a trip to Vegas? I put in some details about my interests. The output was very basic, with no specific information. Any suggestions on improving the output? I.E., hotels, shows.

[@bhancock_ai]

Hey Rick! That's awesome that you got the code up and running. If it's not giving you the output you want, I'd recommend trying the following: - Use GPT 4 - Update the instructions to specifically request the information that is missing. Please let me know if that helps!

[@sanderschat]

Damn...sir... you are truly rocking it! Thank you so much for creating this and sharing this. Highly appreciated!

[@bhancock_ai]

Thanks man! I really appreciate it!

[@lowkeylyesmith]

Man, I love your videos. thank you very much for your time and effort

[@adrianantico3750]

Does CrewAI have an option to utilize zero-cost models or are we stuck paying OpenAI?

[@macheteishrecords8419]

13:17 ‘git’ is not recognized as an internal or external command operable program or batch file

[@amaoalex]

How can I use llama3 and groq in this tutorial case?

[@bhancock_ai]

Hey! I actually have a video created strictly for Groq and Llama 3 on my channel! Please watch it and let me know if you have any questions!

[@denisblack9897]

The one thing I struggle with is asking crewai and do something productive in parallel. Now I’m just actively looking at my terminal and waiting for the results))

[@bhancock_ai]

😂😂😂 Same!! I'm glad I'm not the only one lol

[@MariaConcordia-l5q]

I am getting pydantic validation errors when the langchain_core/tools try to parse the tool_input. I wrote some other custom functions and they are not getting picked up by the agents. Should I create a pydantic model?

[@Killia95]

Great tutorial Brandon. I noticed that sometimes the model isn't running the task of creating the 7 day itinerary, and when it does (as in I can see that the task was executed) the final output isn't spitting the 7 day plan that it executed.

[@elhadji1730]

Please you need to make a video on how to set up crew ai. I have trying to set it up for two days and it’s still not working pipx does not download at all . And setting up the environment is very frustrating and confusing

[@luminographix]

loved it, thanks Brandon

[@jinluwang5671]

Anyone running into problem with the starter example .py files not picking up the api codes in the .env file?

[@TomJolie]

I had the same issue. My .env was not in the root of the project. When I created it it ended up in the tools directory. Not sure if that is the issue you had but it solved my similar issue.

[@blockchainstreet]

How do we add our custom db . Any directions ?

[@madhudson1]

Great tutorial, just a couple of things. It would be great to talk about how the output from an agent would feed the subsequent input to the next chained agent. For example travel_manager -> city_selection_expert -> local_tour_guide. For your gather_city_info task, you list city as an input variable, however, all you do is feed the 'cities' variable into it. This is supposed to be our chosen city from the previous agent if I'm not mistaken? In your example, you're making the city_selection_agent redundant.

[@everybodyguitar5271]

what is the reason we have to use serper to search google? Can't we directly use google api to do so?

[@OtRatsaphong]

Great tutorial, Brandon. 👍 FYI pipe instal poetry didn't work for me. Used brew install poetry instead.

[@rogercampbell9019]

This is great thank you. I really think it is great you include troubleshooting and corrections as well as the solution. I am a bit confused on one of the parameters. In the first two tasks, the parameter is cities, but in the last task it is passed in as city. Not sure why this did not cause an error

[@bhancock_ai]

Hmmm. You are right. I'm not sure why it didn't. In the source code I pushed to GitHub, I think I incorporated the fix to the error you called out.

[@nisheshmehta]

Constantly gives me the can't find open ai api key error even though the env file has the right one listed. Any help from those who successfully implemented the code?

[@Ben_Saffer]

I had this and it turned out I put the env in the tools folder by accident

[@nisheshmehta]

@@Ben_Saffer I fixed it by removing renaming the file in the repo from env.example to env.

[@tonybenigimarketslive7606]

Great video, keep up the content like this!

[@bhancock_ai]

Thanks Tony! I have a lot more content just like this coming out soon! Out of curiosity, what would like to see? Would you like to see more crash courses on these technologies or would you like to see more in depth tutorials with CrewAI?

[@traineroperators2885]

amazing video !!!!!! Great job

[@HassanAli-tv6fc]

can u please tell me the vs code addone which suggest the next line of code automatically u already used in video?

[@bhancock_ai]

I’m using Microsoft’s Copilot! It’s a game changer!

[@lblima1977]

Really nice video, thanks! I have an suggestion for future video maybe talking about custom tools. I know crewai figure out how to pass parameters to the tool, but I sill struggling in understand when I really need to pass a specific parameter like an id or even an object.

[@bhancock_ai]

You're in luck! The new video I just released shows you how to build custom tools for you Crew from scratch! Here's a link: kzbin.info/www/bejne/habQgphpr9Snfbc

[@lblima1977]

@@bhancock_ai Great! Thanks!!

[@mtranjan01]

Great learning..thanks for sharing 😀

[@rhiivideos]

Is there an agent that can automatically create agents as needed? Something like Devin where I can submit a prompt and then let the software create whatever it needs.

[@lbayraktar]

Hi Brandon, why the answer take about 3-4 minutes? Can I make it maybe faster?

[@bhancock_ai]

It’s taking a while because the agents are collaborating and working towards an answer. If you want it to go faster, I recommend using one of the faster models like ChatGPT-4o or 4o-mini!

[@LukmalIlyas]

How to set the output of a task in json format? Can’t seem to find a way to do it

[@guyzilberblum]

can i build this so a user can interact with ? and if yes how ?

[@spadron04]

I just comment the line # pyown = '3.3.0' and it works it seems that something is happen with this dependency. this dependency is need it? can be replace it for another one o avoid this error?

[@BunniesAI]

This is really great content!! Much appreciated 🙏🏻

[@lakshent]

Hi Brandon, I wonder you could help me. newbie to programming here, followed your coding and I keep getting ModuleNotFoundError : No module named 'crewai'. I am in the correct virtual environment, correct interpreter, when crewai typed in to the terminal within the vscode I get a response, however no luck with above when trying to execute python main.py. unistalled and reinstalled crew ai, added and deleted from toml file. no luck, what am i doing wrong. Please help and thank you so much for your detailed videos and clear instructions.!

[@bhancock_ai]

Hey! I recommend checking out our Skool community for issues like this: www.skool.com/ai-developer-accelerator/about If you could please take a screenshot of what you’re doing and the issue you’re getting, we’ll get you pointed in the right direction!

[@isa-bv481]

Hi, I'm using Windows to follow along. I finally managed to get it running. My problem was with dependencies that couldn't be resolved, if I stayed with the virtual environment created with poetry. I did so many efforts to get poetry running, I was so happy it did, to have to abandon it at the end, in order to get my code running (I was stuck in some loop of dependencies between crewai-langchain-langsmith). Also the code "config" to read the OPENAI_API_KEY wouldn't be recognized. In the end I simply pasted my API key and assigned it directly to the os.environ["OPENAI_API_KEY"]. UGLY, but it works. I'm afraid that I thought because in my life I programmed in 15 (or so) programming languages, python would be a breeze. And the language itself is fun (it has a lot from ruby and some from elxir and other languages), but those dependencies kill the fun. Kind regards, Marc

[@SLPBXL66]

Great video Brandon. Question to everybody: Anybody run on this error "Poetry could not find a pyproject.toml" when the project is not in the root folder on Mac?

[@SLPBXL66]

Solved

[@peterma7936]

I really like this video which really helped me a lot, thank you for that!

[@BabasahebMane-d9v]

Suppose one agent is selecting a record and I want to sent the record as a input of another task of another agent so how to pass it.

[@bhancock_ai]

Hey! I'm not 100% sure what you mean by record. Also, if you want to get more support on all things CrewAI, I created a free Skool community for you guys to get more help with this technology: www.skool.com/ai-developer-accelerator/about

[@HA.eduhubA]

Thank you very much, I am struggling with environment part, how can i use the code but in Jupiter notes or anaconda

[@Hari-wi7sr]

what are you using that give code completion suggestions?? I mean for autocompleting codes

[@TomPooleMS]

Thank you. Awesome video Brandon!

[@ryandmaal]

great tutorial, but one problem I've as a total beginner - when I run the command line 'python main.py' I get the feedback 'command not found'. Did I miss something? I've the latest version of py installed.

[@bhancock_ai]

The issue you're getting is that you don't have your terminal setup properly and it doesn't know where to find python. I would use chatGPT to help you get unstuck. Please let me know if that helps!

[@ryandmaal]

Thank you!!! I'll give it a try. @@bhancock_ai

[@ryandmaal]

Instead command python, I've to use python3, then it runs until the first error...@@bhancock_ai

[@johnno3169]

love the video, its extremely helpful. but where can i find the links to the cheat sheets?

[@PhillipRashaad]

How do I make the Agents save the final results of task to a specific folder with a specific filename?

[@joeldiazJoelRamone]

WOW! Best tutorial ever!!

[@bhancock_ai]

Thanks Joel! I really appreciate that!

[@ScottyFNQ]

I kept getting an error with the tools. Worked out I had to create an empty file called __init__.py in the tools folder. Not sure why, did anyone else have the same issue?

[@bhancock_ai]

Hey Scotty! So that’s a python issue. Older versions of python require you to include __init__.py files to recognize files in other folders. Hope that helps!

[@ScottyFNQ]

@@bhancock_ai thanks for that. I'll have a look at updating python for my next project 👍

[@MagusKev]

Hey Brandon, Thank you for the course. Could you develop on the Pydantic operation part? I am not as expert as I thought on python and wish you could fill in what's between the brackets with a concrete example?

[@skaramicke]

Is there some community website where people share their crew AI projects? I'd love something more advanced as an example to get me started.

[@TheRealDoubleT]

So I finished the crash course and it was very enlightning. I am just not sure I understand how the agent and the tool interact with each other. I added a simple print line in the search too to see what were the queries being used (planning trip to Sedona, AZ with interest in hiking), then I see the following lines in the console: {"q": "Top attractions for hikers in Sedona, AZ "} {"q": "Best hotels for hikers in Sedona, AZ"} {"q": "Best restaurants for hikers in Sedona, AZ"} {"q": "Weather forecast for Sedona, AZ from July 20th to July 27th."} {"q": "Sedona, AZ local customs and special events in July"} My doubt is: which agent or task is creating these topics that are sent to the search tool? or where are these values for "q" coming from? Thank you

[@MateoGarcia-rt7xt]

Excellent tutorial, thanks a lot Brandon!

[@StocksV-c4x]

Am I supposed to create the first group of agents to create the other group for more specific duties

[@Izart.AI_Official]

Would it be efficient for creating marketing crew? I wish to create PPC specialist

[@bhancock_ai]

I think that would be a great use case for a Crew! If you end up making it, please let me know how it goes!

[@manavtrapasia-z6q]

I would really like to have tutorials to set up and run open source ai projects like this

[@danielavila2706]

Thanks @codewithbrandon. Some questions for you: 1 - How can we provide an input variable for a task that has to be figured out first by the previous agent? For example, let's say the first agent will have to search for the URL of the Twitter profile of the CEO of a company named by the user. Then the second agent must use the URL as an input to use a scraper tool, analyze the last 20 tweets and summarize them. 2 - What tools or APIs do you recommend to scrape tweets besides the Twitter API 3 - If I want to get insights on the Instagram feed of a given user, which approach would you suggest? Should I use GPT Vision?

[@privateconfidential7490]

How is data safegaurded whilst sourcing confidentiality

[@bhancock_ai]

If you're worried about confidentiality, I'd definitely run your an LLM locally on your own machine. I just came out with a video that walks you through how to set this up step by step: kzbin.info/www/bejne/ZpLMXn9rZbt2j7c

[@cyborgmetropolis7652]

On a PC, first time using poetry, after several attempts to finally getting "$ poetry install --no-root" to work without complaints, "$ poetry env list" shows nothing.

[@TheNorull]

where is the link of the tools you set? we had to type all of it?

[@saranr1467]

Great Video .Thank you.

[@bhancock_ai]

Thanks Saran!

[@JourneyOfStrength]

OK. I'm writing a book. Totally new to ai. Haven't listened to the video yet. I will do that this afternoon after work. I have a Busy Schedule. And maybe we can talk.

[@junktrash6725]

Do you mind sharing what terminal you are using? Thanks!

[@bhancock_ai]

I’m using Warp! It’s awesome and I definitely recommend you trying it out!

[@junktrash6725]

@@bhancock_aiAwesome! Thanks!

[@michaelwallace4757]

I downloaded the repo! Works great. Can the Crew be used with local models or LM Studio? That would be a great video.

[@bhancock_ai]

Great question Michael! You can definitely use a local LLM instead of OpenAI. I'll have to add this to the video queue!

[@aiamartist]

Hey. Could you please explain me why you use poetry etc. to use crewAI when there is information on the crewAI website for downloading it? There is no requirement for poetry etc. Thank you! :)

[@nobuyukifujioka4740]

Thank you for a great tutorial. I tried the code, but the end result is always cut short. I think there is some issue with the code or crewai or my setup? I pulled the original code and ran it, but the same result. For example, it does not display the itinerary in the result.

[@padhuLP]

An awesome and complete tutorial. Thank you!

[@LunaJLane]

Did the script recognize Thialand as Thailand or was this a typo fixed manually?

[@bhancock_ai]

That was a typo on my end and the LLM knew what I was trying to say.

[@ayoerk]

Bro I have no clue how to code, so I'm clueless and lost watching these AI agent tutorials. Is zapier or bubble no code the best route for me?

[@johns.107]

Great video. I'd love it if you could make a modified version where you use LMStudio or ollama instead of the OpenAI API. Granted, the use case would likely be different than your travel example.

[@bhancock_ai]

Great idea! I've been racking up a huge bill recently with OpenAI recently so I think I'm going to have to start using Ollama soon to cut down on costs.

[@RocktCityTim]

@@bhancock_aiI've gotten things running with ollama and the gemma set by using the self.Ollama = Ollama(model="gemma") Line only in the TravelAgents init. Seems to be working well (make sure that you have pulled gemma ...)