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GPT4o + CrewAI: Twice as fast? Half the Cost?
đŸ€– Download the Source Code Here:
brandonhancock.io/gpt4o
Don't forget to Like and Subscribe if you're a fan of free source code 😉
📆 Need help with CrewAI, join our FREE Skool Community:
skool.com/ai-developer-accelerator/about
ChatGPT4o is the latest LLM model released by OpenAI. This new model is supposed to be 2x as fast and half the cost of the previous version. In this video, we put this new model to the test with CrewAI to see if it speeds up our crews and makes them cheaper to run.
📰 Stay updated with my latest projects and insights:
LinkedIn: www.linkedin.com/in/brandon-hancock-ai/
Twitter: bhancock_ai
Checkout my other CrewAI Tutorials:
- CrewAI Tutorial: Complete Crash Course for Beginners - czcams.com/video/sPzc6hMg7So/video.html
- CrewAI Tutorial for Beginners: Learn How To Use Latest CrewAI Features - czcams.com/video/Jl6BuoXcZPE/video.html
- How To Connect Llama3 to CrewAI [Groq + Ollama] - czcams.com/video/02cdCd43Ccc/video.html
Timestamps:
00:00 Introduction
00:27 GPT4o Experiment Overview
01:36 Join The Free Skool for AI Developer
02:02 Experiment #1 - LLM Only
04:08 Experiment #1 - Results
06:10 Experiment #2 - LLM + Internet
08:10 Experiment #2 - Results
09:35 Experiment #3 - LLM + Internet + Embedding
11:44 Experiment #3 - Results
12:29 Outro
zhlédnutí: 11 998

Video

LangGraph + CrewAI: Crash Course for Beginners [Source Code Included]
zhlĂ©dnutĂ­ 17KPƙed měsĂ­cem
đŸ€ Download the Source Code Here: brandonhancock.io/crewai-langgraph Don't forget to Like and Subscribe if you're a fan of free source code 😉 📆 Need help with CrewAI, join our FREE Skool Community: skool.com/ai-developer-accelerator/about In this video, you're going to learn the fundamentals of LangGraph including nodes, edges, and graphs. From there, you're going to learn how to connect CrewAI w...
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Don't forget to Like and Subscribe if you're a fan of free source code 😉 đŸ€ Download the Source Code Here: brandonhancock.io/crewai-groq 📆 Need help with CrewAI, join our FREE Skool Community: skool.com/ai-developer-accelerator/about In this video, you're going to learn how to build crews that run faster and cheaper using Groq! We are going to cover the fundamentals and learn how to add Groq to o...
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zhlĂ©dnutĂ­ 27KPƙed 2 měsĂ­ci
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đŸ€ Download the Source Code Here: brandonhancock.io/crewai-ollama Don't forget to Like and Subscribe if you're a fan of free source code 😉 📆 Need help with CrewAI, join our free Skool Community: skool.com/ai-developer-accelerator/about This video is perfect for anyone eager to integrate powerful Local Large Language Models like Llama2 and Mistral with CrewAI using Ollama for smarter, faster proje...
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CrewAI Tutorial: Complete Crash Course for Beginners
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đŸ€ CrewAI Crash Course Source Code: brandonhancock.io/crewai-crash-course Don't forget to Like and Subscribe if you're a fan of free source code 😉 📆 Need help with CrewAI, join our free Skool Community: skool.com/ai-developer-accelerator/about Ready to lead an AI revolution? Watch and learn how to build your own CrewAI from the ground up, and get set to deploy an army of AI agents at your command...
How to Securely Store Client OpenAI Keys [Source Code Included]
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In today's tutorial, I'll be walking you through the essential skill of securely storing your users' OpenAI keys. This comprehensive guide is tailored for developers at all levels who want to ensure the highest security standards in their applications. We'll start by examining 3 common but insecure methods of key storage, discussing the vulnerabilities each method presents. Then, we dive into t...
Fullstack AI Fitness Coach Tutorial: NextJS, Typescript, React, ChatGPT, Tailwind, Prisma, Upstash
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5 AI SaaS Ideas You Can Build in 2024
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OpenAI Assistant API Tutorial With Code Examples
zhlĂ©dnutĂ­ 18KPƙed 6 měsĂ­ci
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Komentáƙe

  • @krasisl
    @krasisl Pƙed 16 hodinami

    You didn't cover the most important topic : "function calling"

  • @TheRealDoubleT
    @TheRealDoubleT Pƙed 21 hodinou

    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

  • @kushagrajain2407
    @kushagrajain2407 Pƙed dnem

    Hey Brandon, Excellet Tutorial, Although I have one doubt, why do we need to create the script file and ModelFile? Can't we directly set the model to "ollama/mistral" etc Awaiting for you reply, thank you for working hard for this tutorial :)

    • @bhancock_ai
      @bhancock_ai Pƙed dnem

      Hey! You could use a model file directly but your results wouldn’t turn out as well. It’s important to include the stop words that we set up in the Modelfile. Hope that clears things up!

  • @ZRowton
    @ZRowton Pƙed dnem

    phenomenal guide. absolutely one of the best explanations ive found.

  • @PROPHAMMER
    @PROPHAMMER Pƙed dnem

    Bro, I've seen some intelligent chaps out there talking AI, but you're running some game here dude. Well done. Well evolved.

    • @bhancock_ai
      @bhancock_ai Pƙed dnem

      Thank you! 😅 If you can think of any problems or new videos you want to see, please let me know! I’d love to hear your ideas!

  • @johnvicente796
    @johnvicente796 Pƙed 5 dny

    I love you videos and content. Please keep it coming. What would be super helpful is if you created a video on how to build an agent swarm with langgraph using SQL databases..not crew ai but all with langgraph. Please and thank you

    • @bhancock_ai
      @bhancock_ai Pƙed dnem

      That’s a really good idea! I have 4 LangChain videos in the queue and then I want to dive deep into LangGraph. I think your idea would be a great suggestion! If you need help with this idea before I’m able to make a video around it, I definitely recommend checking out our Skool community to ask questions as you build out your solution! www.skool.com/ai-developer-accelerator/about

  • @ScottyFNQ
    @ScottyFNQ Pƙed 5 dny

    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
      @bhancock_ai Pƙed dnem

      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
      @ScottyFNQ Pƙed 5 hodinami

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

  • @Syntaxstic
    @Syntaxstic Pƙed 6 dny

    Whats the cost of these tokens though.

    • @bhancock_ai
      @bhancock_ai Pƙed dnem

      The pricing is always changing so I suggest checking the OpenAI pricing page. Pricing also changes based on the model you use.

  • @AIHarmoniesHub
    @AIHarmoniesHub Pƙed 6 dny

    How to make cyborg

  • @lakshent
    @lakshent Pƙed 6 dny

    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
      @bhancock_ai Pƙed dnem

      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!

  • @Aaron-md2eo
    @Aaron-md2eo Pƙed 7 dny

    Great tutorial! Would you (or anyone else) have an idea how to handle sequential function calls where the 2nd function call requires the results of the first one? For example, if you integrate an assistant with a calendar API and you tell it to delete your 2 o'clock appointment. It would first need to list your events (function call 1) and then delete the event (function call 2) with the event ID retrieved from the first call.

    • @codewitheric8800
      @codewitheric8800 Pƙed 3 dny

      i need this too, did you find any solutions?

    • @bhancock_ai
      @bhancock_ai Pƙed dnem

      I would use LangGraph to achieve what you’re trying to do. LangGraph allows you to manage state and do operations in a sequential manner like you’re trying to do! I have a video on my channel so I definitely recommend trying that out!

    • @bhancock_ai
      @bhancock_ai Pƙed dnem

      Hey Eric! Please check out the comment I added on this thread for Eric to see my suggestion!

    • @Aaron-md2eo
      @Aaron-md2eo Pƙed 14 hodinami

      ​@@bhancock_ai @codewitheric8800 Thanks, that's an awesome approach. For my use case, however, I managed to find a simpler solution. You can actually achieve this by using prompting (ideally both in the assistant instructions and in the function call descriptions), believe it or not. I had a little problem where the EventHanlder was not correctly initialized in the submit tool outputs function. If the loop is handled correctly, it should re-enter the requires action run state after submitting the outputs from the first function call and can call the next function based on the results from the first function call outputs. You can test this first in the playground with clear instructions to call functions sequentially and then provide some mock data for the tool outputs. This is a really powerful tool, I think. I'm working an a general AI assistant which I hooked up to Google Mail, Calendar, Tasks, Contacts, Drive, and also services for sending texts and placing phone calls on the user's behalf along with some other basic stuff like google search, news and weather. If you get it right, the assistant can intelligently decide which functions to call for almost any prompt, and in any order. For example, you can tell it to make reservations at the restaurant XYZ and it will first look up the phone number of the restaurant using google search, place the call to make the reservations, and then finally, add it to your calendar, all in one response based on one simple prompt. This works for plenty of other use cases for handling emails, calendars, and so on as well. 🙃

  • @OzgurOzsen
    @OzgurOzsen Pƙed 7 dny

    First of all, I really congrats you bro, your ideas are very useful thanks again. However, I am very curious about your opinion on the following as a custom agent tool structure: “For example, how can you plan a code evaluation agent structure?” For example, .java code will be entered as input, the execution of the code will be evaluated with a certain weight, the proper writing of the code will be added as an evaluation parameter, and the use of commands will also be added as an evaluation parameter, and ultimately a custom agent that returns a score. How do you think we can do it? Wouldn't it be great if you prepared such a content video? I'm curious about your ideas on this subject!

    • @bhancock_ai
      @bhancock_ai Pƙed dnem

      Hey! For more in depth questions like this, I recommend joining our free Skool community: www.skool.com/ai-developer-accelerator/about If you could post what you’re trying to do in there with some examples, we can definitely get you pointed in the right direction!

  • @amaoalex
    @amaoalex Pƙed 7 dny

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

    • @bhancock_ai
      @bhancock_ai Pƙed dnem

      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!

  • @orthodox_gentleman
    @orthodox_gentleman Pƙed 7 dny

    Thanks for making your community free! One kid on here is trying to charge $137 a month for his community! Like what??? I can get Codemy Pro and Coursera Plus for less than that! This kid promotes open source projects yet is completely closed source with his knowledge.

  • @sunnyashlesh3157
    @sunnyashlesh3157 Pƙed 8 dny

    Have you deleted that job related blogs or videos retrieval project?

    • @bhancock_ai
      @bhancock_ai Pƙed dnem

      Hey! I’m not sure which one you’re talking about. If you provide me some additional information I’ll do my best to point you in the right direction!

  • @morrazzo4432
    @morrazzo4432 Pƙed 8 dny

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

    • @bhancock_ai
      @bhancock_ai Pƙed dnem

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

  • @yunjinbak7478
    @yunjinbak7478 Pƙed 8 dny

    I can't find the source code from your github can you make it public?

  • @morrazzo4432
    @morrazzo4432 Pƙed 8 dny

    I want to become equity research analyst after learning my course can I build one for myself which helps me to become successful equity research analyst!? Please reply additionally I'm pursuing my MBA finance which includes all these stock analysis financial modelling and financial analysis investment banking and investment analysis portfolio management etc 18-19 months are left to finish my MBA finance degree is it possible to build my own AI AGENTS teams for each of the module so that I can work or establish without many human dependence? Please reply brother Assalamualaikum!!

  • @EvrimNalan
    @EvrimNalan Pƙed 8 dny

    I stumbled upon DoYouMail while looking for a cost-effective email server provider for cold email outreach. It is safe to say that I have found my go-to solution for unlimited email sending.

  • @MesudeIrazca
    @MesudeIrazca Pƙed 8 dny

    DoYouMail provides CSV files that can be seamlessly uploaded to any cold email tool, including their own Mystrika. The compatibility and ease of use are unmatched in the industry.

  • @SureyyaAyhan-iv4ff
    @SureyyaAyhan-iv4ff Pƙed 8 dny

    Thanks to DoYouMail, my inbox reputation has never been better. The blacklist-free IPs dedicated to each server ensure that my emails always land in the inbox, not spam folder.

  • @RecepMustafa-qk2eh
    @RecepMustafa-qk2eh Pƙed 8 dny

    Forget about manually configuring SPF/DKIM/DMARC, DoYouMail does it all for you automatically. It is like having a personal email assistant that takes care of everything behind the scenes.

  • @UlkuhanSibel
    @UlkuhanSibel Pƙed 8 dny

    I cannot imagine running my cold email campaigns without DoYouMail. The health score for emails sent through their server is always above 95%, ensuring high deliverability.

  • @OzlemEbru-nb6rx
    @OzlemEbru-nb6rx Pƙed 8 dny

    DoYouMail has elevated my cold email game to a whole new level. The unlimited emails and accounts for just $40/month are a steal! Give it a shot and thank me later.

  • @SeherSevil
    @SeherSevil Pƙed 8 dny

    I have been using DoYouMail for a while now and I must say, it is hands down the best email server provider for cold email campaigns. The features and benefits are unmatched!

  • @KopiGu
    @KopiGu Pƙed 8 dny

    thought about leaving your home technology should not become an addiction đŸ˜ŠđŸ˜ŠđŸ‘đŸ‘đŸ€đŸ€đŸ€đŸ€đŸ€đŸ€đŸ€đŸ€đŸ€đŸ€đŸ€đŸ€đŸ‘đŸ‘đŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜Š 😊😊😊😊😊🙂😊😊😊😊 😊😊😊😊😊😊

  • @KopiGu
    @KopiGu Pƙed 8 dny

    pensĂ© a sortir de chez vous la technologie ne doit pas devenir une addiction đŸ˜ŠđŸ˜ŠđŸ‘đŸ‘đŸ€đŸ€đŸ€đŸ€đŸ€đŸ€đŸ€đŸ€đŸ€đŸ€đŸ€đŸ€đŸ‘đŸ‘đŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ™‚đŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜ŠđŸ˜Š

  • @theitaliandev
    @theitaliandev Pƙed 9 dny

    Am I the only one not understanding the need to use Langgraph with CrewAI? Why not just LangGraph?

  • @togai-dev
    @togai-dev Pƙed 9 dny

    Hey Brandon great video by the way. There seems to be an error as such. It seems we encountered an unexpected error while trying to use the tool. This was the error: Invalid json output: Based on the provided text, a valid output schema for the tool is: { "tool_name": str, "arguments": { "query": str } } This schema defines two keys: `tool_name` which should be a string, and `arguments` which should be a dictionary containing one key-value pair. The key in this case is `query`, with the value being another string. 'str' object has no attribute 'tool_name'

  • @romanbolshiyanov
    @romanbolshiyanov Pƙed 9 dny

    i thinks it is a bast ai channel, thanks

  • @adinathdesai6880
    @adinathdesai6880 Pƙed 9 dny

    How to follow the first 10 minutes of the video in the Windows operating system?

    • @bhancock_ai
      @bhancock_ai Pƙed dnem

      I would check out the Ollama windows instructions on their site! I don’t have a windows machine but they looked pretty simple! The only gotcha is I think it’s still in beta

  • @sharankumar31
    @sharankumar31 Pƙed 9 dny

    Thankyou for efforts very nice...

  • @BitsNBytesAI
    @BitsNBytesAI Pƙed 9 dny

    Thanks for the great video! I love the whiteboard software you use. Can you share its name?

    • @bhancock_ai
      @bhancock_ai Pƙed dnem

      Thanks man! Love your name by the way! It’s called excalidraw

    • @BitsNBytesAI
      @BitsNBytesAI Pƙed 20 hodinami

      @@bhancock_ai ❀Thanks for the nice words! I appreciate it. And thanks for sharing the name of the whiteboard software. It looks really helpful!

  • @vidhugovind582
    @vidhugovind582 Pƙed 10 dny

    This video is incredibly useful in learning agents and workflow but i would request u to use free versions like using ollama as its free, grok api... And to understand how does free version work compared to paid, and will know the difference

  • @vaioslaschos
    @vaioslaschos Pƙed 10 dny

    Can someone please explain to me how I can enforce the two second break after each api call?

    • @bhancock_ai
      @bhancock_ai Pƙed dnem

      The easiest thing to do is to call sleep right after you make the API call. I would definitely suggest using ChatGPT to help with questions like this! 99% of the time it will create a good example code snippet for you to solve the issue you’re having

  • @ramannegi3729
    @ramannegi3729 Pƙed 10 dny

    I want to know do we need to know about machine learning to create ai agent??

  • @VukDukic
    @VukDukic Pƙed 10 dny

    AWESOME!!!!!!!!!!!!!

  • @svenvanwier7196
    @svenvanwier7196 Pƙed 10 dny

    Too much coffee causes shacky cursor! typical programmer/software engineer

  • @lucface
    @lucface Pƙed 10 dny

    Brother, I so appreciate your videos. Best on youtube imo. Please can you do another updated video again soon now that gpt4o is out and crewai prob has been updated since 2 months. Would be sick

    • @bhancock_ai
      @bhancock_ai Pƙed dnem

      The second CrewAI+ comes out, I plan on doing a new one for you guys!

    • @lucface
      @lucface Pƙed 8 hodinami

      @@bhancock_ai Nice dude

  • @dixanms
    @dixanms Pƙed 11 dny

    If you prefer poetry virtual environment to be inside the project's root directory as .venv, run this before creating the virtual environment poetry config virtualenvs.in-project true

  • @valentinmarguet575
    @valentinmarguet575 Pƙed 11 dny

    Best in class for proper tutorial! I'd like to make a 2.0 version of this crew: making one of the agent being able to fill in empty cells of the .csv file. The goal is to write on the line that is being read by the csv read loop. Any advise for a smart implementation?

    • @bhancock_ai
      @bhancock_ai Pƙed dnem

      Thanks 😁 It’s definitely doable! The main thing that you’ll have to do is keep track of the row number you’re editing. If you want more help, please join the free Skool I created for you guys! www.skool.com/ai-developer-accelerator/about You can post your code in there along with where you’re stuck and we’ll try to get you moving in the right direction!

  • @myhendry
    @myhendry Pƙed 11 dny

    amazing video brandon. i learnt a ton. i realized there's a bug for the stripe payment portion. If the paying customer cancelled his subscription but decided to renew his subscription before his subscription expires, he is able to renew his subscription on stripe's billing portal. however, once the subscription expires, if the paying customer is navigated to stripe's billing portal, the customer isn't able to renew his subscription as there is no manage subscription button on stripe's billing portal.

    • @bhancock_ai
      @bhancock_ai Pƙed dnem

      Good catch! Did you code up a work around for this issue? I’d love to merge in your suggestions into the code base!

    • @myhendry
      @myhendry Pƙed 23 hodinami

      @@bhancock_ai not yet. I’m still studying stripe’s GitHub example and see how to implement it. If I can get it to work successfully, I ll share my code here

  • @DoreenAnjel
    @DoreenAnjel Pƙed 12 dny

    Hi Brandon, don't know if this already exists, but my daughter is 17 and within the Autism spectrum. I would love it that upon "start up" of her computer, it has a "nag screen" to remind her to do things such as take her meds, get ready for school, finish her home work etc. Could this be done with Crew AI? Or, does it already exist? She is always on her laptop or phone! From all the moms and dads in the world - THANK YOU in advance!🙏

    • @bhancock_ai
      @bhancock_ai Pƙed dnem

      Hey Doreen! I think what you’re looking for would actually be a desktop app. The good news is desktop apps are getting a lot easier to make! I recommend using Electron. Once you have the app built, you can make your app start on login so she’ll get notified to do her chores! I hope this points you in the right direction!

  • @cagataydemirbas7259
    @cagataydemirbas7259 Pƙed 13 dny

    Hi, how can I give agents a list or a comments.md file to analyse ? I want to analyse comments but I cannot give agents a list or file could you pls explain me Im really stuck and even gpt-4o couldn’t solve theses problem

  • @AndyPandy-ni1io
    @AndyPandy-ni1io Pƙed 13 dny

    you really spend that long explaining hierarchy we know English mate Jesus, focus on the stuff that technical and break that down more not the common sense stuff, ie what apps your using and when where and how you put code and why

  • @syle3668
    @syle3668 Pƙed 13 dny

    They drop the price because we will send them video/audio which take a lot of token each second.

  • @popishmarlow2840
    @popishmarlow2840 Pƙed 13 dny

    So you are using poetry within a conda environment, correct?

  • @zashkata
    @zashkata Pƙed 13 dny

    stupid experiments

  • @IdPreferNot1
    @IdPreferNot1 Pƙed 14 dny

    Nice comparison. New langsmith type service for me.

  • @ZombieGamerRealm
    @ZombieGamerRealm Pƙed 14 dny

    Marvelous guide! Thank you! i`ve done everything, but i do not have outputs. How i can have separate result output on every my task exexution saved to MD file or smth?

    • @bhancock_ai
      @bhancock_ai Pƙed dnem

      I would make the output file tied to a variable that’s unique to that task! That’s definitely the easiest way! If you hop over to the free Skool community, there’s a ton of people to help you with questions like this! www.skool.com/ai-developer-accelerator/about