How to Build a Multi Agent AI System

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  • Опубликовано: 10 сен 2024
  • Want to play with the technology yourself? Explore our interactive demo → ibm.biz/BdK8sd
    WatsonxCrewAI Github → ibm.biz/BdK8ic
    Ever wondered how to automate tasks with specialized AI Agents using Large Language Models? Nicholas Renotte shows you how to create a team of agents that can work together to complete tasks using AI prompting techniques. From creating tasks to generating keynote speeches, Nick covers it all in 15 minutes or less.
    AI news moves fast. Sign up for a monthly newsletter for AI updates from IBM → ibm.biz/BdK8sD
    #largelanguagemodels #AIprompting #aiagents

Комментарии • 56

  • @TheRealSheba
    @TheRealSheba 14 дней назад +4

    Yes, please, would love a series with agents performing more complex tasks across multiple platforms.

    • @IBMTechnology
      @IBMTechnology  6 дней назад

      What other tasks are you looking to learn about?

    • @bennegallion3227
      @bennegallion3227 День назад

      How to fix a faucet from hanging over

  • @wesleydeor
    @wesleydeor 26 дней назад +8

    Nice!! Please continue this series with more complex cases.

  • @oieieio741
    @oieieio741 27 дней назад +13

    yeah , cool work IBM. Multipitle AI agents in 15 minutes!

  • @Leonardo_A1
    @Leonardo_A1 27 дней назад +6

    Is there a course from IBM to build local Agents???

  • @hearhaw
    @hearhaw 26 дней назад +9

    How does task2 know to use the output of task1 as its context? (The crewAI documentation mentions a Task context parameter, which you don't provide.) -- update: I answered my own question: "the output of one task is automatically relayed into the next one"

    • @mariusj8542
      @mariusj8542 24 дня назад +1

      That was not clear to me before you said it.

    • @user-di5kl4lp5e
      @user-di5kl4lp5e 8 дней назад

      This was my confusion as well. Thanks for providing the answer.

  • @AndreAranha01
    @AndreAranha01 24 дня назад +1

    Thanks for this video. I really appreciated it. Please proceed with the serie of multi agent videos :)

  • @sirishkumar-m5z
    @sirishkumar-m5z 21 день назад +1

    The development of multi-agent AI systems is fascinating! Look at other platforms with enhanced features for more complete tools that make this procedure easier. AIDevelopment #AIAgents

  • @waghprasad
    @waghprasad 22 дня назад +4

    Excellent work. Please put more use cases.

  • @AvgJane19
    @AvgJane19 26 дней назад +1

    Ayyyyyy so glad to see you here

  • @huhuiu8597
    @huhuiu8597 19 дней назад +1

    how do u get Watsonx api, serper api key? are these open source or paid?

  • @am0x01
    @am0x01 26 дней назад

    Hey Nicholas, I was missing you ;-) Keep It Rocking!

  • @JGKB36
    @JGKB36 26 дней назад +1

    Very cool, got it installed and running. Do the tokens control how much it can output ? I did one with 3 agents and it seemed to cut of the end of the output

  • @jonathanyoung6397
    @jonathanyoung6397 27 дней назад +3

    Nice job, v impressive how much he can do so quickly!

  • @saqqara6361
    @saqqara6361 27 дней назад +3

    Great!

  • @PradeepMahato007
    @PradeepMahato007 27 дней назад +2

    Great video 🎉

  • @mhdigitalweb
    @mhdigitalweb 7 дней назад

    🙌great explainer, will def be trying this out

  • @dreamphoenix
    @dreamphoenix 25 дней назад +1

    Thank you.

  • @stuartsomething
    @stuartsomething 21 день назад

    Great video. Many thanks for uploading this.

  • @micbab-vg2mu
    @micbab-vg2mu 25 дней назад +1

    great workflow:)

  • @navya-s3v
    @navya-s3v 20 дней назад

    Is current AI technology capable of an agent that asks questions that I am interested in and express opinions that I agree with for the purpose of online conversations

  • @rafaelg8238
    @rafaelg8238 25 дней назад

    Nice. Will be interesting to see building AI Agents Routing. Differents LLMs integrated and executing better models to specific issue.

  • @ronaktawde
    @ronaktawde 26 дней назад

    Hey Nicholas. Great Video. You are awsm as always😎

  • @KumR
    @KumR 27 дней назад +3

    So basically IBM Watson uses CrewAI ?

    • @Chris-se3nc
      @Chris-se3nc 27 дней назад

      No, you can use different agent frameworks.

  • @audegottoeaudegottoe363
    @audegottoeaudegottoe363 24 дня назад

    Have @Wonderful 248th !/ / thanks

  • @romanemul1
    @romanemul1 22 дня назад +1

    API Key ?? I dont like it. Hope there is possibility to run this locally.

  • @CodySpilotro
    @CodySpilotro 18 дней назад

    Would this be considered a cooperative multi agent system or a competitive multi agent system ?

  • @RegHawkins-m2u
    @RegHawkins-m2u 11 дней назад

    do I need to add permissions in the cloud I keep getting error invoking WatsonLLM instance

  • @TheScientist777
    @TheScientist777 26 дней назад +2

    Wow. So powerful.
    You just glossed over the api key part though and that is the biggest entry barrier to using these services. Credit card required. Multiple accounts must be registered. I appreciate the video but man-- can you walkthrough these parts as well?

  • @CarlosJunior-v4p
    @CarlosJunior-v4p 6 дней назад

    Hi Nicholas,
    Awesome tutorial, but I'm encountering some issues. The model ibm-mistralai/merlinite-7b is deprecated, so I switched to a different one. I'm not sure if it's related, but I can't pass the information to the tool. I'm getting this error below. Can you help? Is anyone else facing the same issue? Thanks!
    > Entering new CrewAgentExecutor chain...
    I need to find promising research in the field of quantum computing. I will start by searching the internet for recent advancements in quantum computing.
    Action: Search the internet
    Action Input: {"search_query": "recent advancements in quantum computing"}

    Failed to convert text into a pydantic model due to the following error: 1 validation error for CrewPydanticOutputParser
    pydantic_object
    subclass of BaseModel expected (type=type_error.subclass; expected_class=BaseModel)
    Also a series with agents performing more complex tasks would be great!

  • @fab8393
    @fab8393 26 дней назад

    King

  • @solothebest1850
    @solothebest1850 20 дней назад

    Make it a series. Please

  • @Arupchakraborty2004
    @Arupchakraborty2004 22 дня назад

    Thanks for sharing this, How reliable these results are in real ?

  • @NurtureNestTube
    @NurtureNestTube 25 дней назад

    What do you think about Zero agent?

  • @Kenneth-Correa
    @Kenneth-Correa 17 дней назад

    CrewAI is helping build the pathway to Cognitive Organizations!

  • @mahiaravaarava
    @mahiaravaarava 22 дня назад

    It's amazing how multi-agent systems can enhance efficiency and innovation in various fields. Have you tried building any multi-agent AI systems yourself? I'd love to hear more about your experiences!"

  • @ehsanhatamian5429
    @ehsanhatamian5429 27 дней назад

    Great

  • @user-jt1ut5td5m
    @user-jt1ut5td5m 18 дней назад

    Things moving so fast that even the Llama 3 used in this video is outdated. My days.

  • @user-eahb
    @user-eahb 15 дней назад

    I follow you, my friend, and you are a very excellent person
    Therefore, I hope to communicate with you as soon as possible, or via WhatsApp. I want to talk to you, brother.❤❤❤❤❤

  • @user-wr4yl7tx3w
    @user-wr4yl7tx3w 26 дней назад

    but i guess, this is not free?

  • @drlordbasil
    @drlordbasil 12 дней назад

    I hate autogen/crewai tbh. lacking in imagination.

  • @zenerdiodetech8862
    @zenerdiodetech8862 27 дней назад

    Fast talking videos with not good explanations

  • @finalfan321
    @finalfan321 13 дней назад

    more

  • @user-mj2lm5fh1j
    @user-mj2lm5fh1j 24 дня назад

    Agents just suck. They are not good at all. You can simply ask chatgpt to do all of this instead of writing so many codes

  • @zenerdiodetech8862
    @zenerdiodetech8862 27 дней назад

    Please don’t understand why you explain that you have to npm install crew ai … again your videos are always leaving initial installation information so videos are not helpful and fast talking is not helpful for layman and confusing for new beginners … all of videos never 👎🏾 give the setup properly

    • @user-tn8pv9ye3p
      @user-tn8pv9ye3p 26 дней назад

      pip install crewai
      simple as that 💀

    • @johnHTC23
      @johnHTC23 21 день назад

      @@user-tn8pv9ye3p he could also just google or chatgpt it lol, definition of lazy