AI Agents EXPLAINED: Unbiased Review of Langraph, AutoGen, and Crew AI Frameworks

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  • Опубликовано: 28 сен 2024

Комментарии • 32

  • @DISCVRD
    @DISCVRD 3 месяца назад +2

    Good stuff! Love seeing new quality AI channels!

    • @aisimp
      @aisimp  3 месяца назад

      Thank you 🙏🏻 next video is dropping tomorrow, you might like it even more

  • @JoeMyAI
    @JoeMyAI 6 дней назад +1

    helpful, i love this

  • @a.g-z4x
    @a.g-z4x 4 месяца назад +4

    4:54 Ackchually it's not a DAG ☝️🤓
    The A stands for acyclic but allow to build cyclic graphs is the reason why they created langgraph. If you don't need cycles in your prompt chain I would suggest you to use langchain.
    You can build cyclic graphs with langchain as well if you have to.

  • @Sandheip
    @Sandheip Месяц назад +1

    Interesting comparison of top AI agent frameworks. For seamless AI orchestration, consider SymthOS. #AI #SymthOS #TechReview #Innovation

  • @sheikhakbar2067
    @sheikhakbar2067 3 месяца назад +2

    I have a simple question: Can AI agents take action on my computer? For instance, can they delete a directory or rename a folder? I worry about the potential consequences if an AI agent mistakenly deletes a crucial directory on my machine.

    • @aisimp
      @aisimp  3 месяца назад

      The Agents usually operate with the "tools" they have been given. So unless you have explicitly created a function for accessing your directories with permissions to delete then It shouldn't happen. Also most frequently they are run in their private environments such as docker so if things go FUBAR then it should be limited to that docker instance. At least that's what I've experienced. Very good point though.

    • @dosomething6975
      @dosomething6975 27 дней назад +1

      It lamens terms, yes 😅

  • @laurenallen2856
    @laurenallen2856 4 месяца назад +1

    This video is 🔥🔥🔥🔥

  • @acebeitor
    @acebeitor 3 месяца назад

    which open source model do you recomend for ASR?

  • @BadrLaajali
    @BadrLaajali 3 месяца назад +2

    Great video! Thanks for explaining these concepts. I had a quick question: do you think there's a clear distinction between AI Agents and Agentic AI? From my understanding, tools like Langchain, AutoGPT, and CrewAI are primarily designed for creating Agentic AI applications, which focus on natural language understanding and generation, while AI Agents are a more general concept involving autonomous entities that may not necessarily rely on language models.
    I was also wondering if you see these tools as mainly facilitating the development of individual Agentic AI applications rather than multi-agent systems. I'd love to hear your thoughts on this :)
    Thanks again for the insightful content!

  • @Abhinayanagarajan-x8p
    @Abhinayanagarajan-x8p Месяц назад

    I appreciate the AI's ability to learn from my behavior, but it would be great if there was a way to see exactly what data it’s using.

  • @nhanguyenthe3551
    @nhanguyenthe3551 4 месяца назад

    How about different is between the MetaGPT and ChatDev? And 3 framework here

  • @MannyBernabe
    @MannyBernabe 17 дней назад

    Helpful. thx

  • @Taskade
    @Taskade 2 месяца назад

    Great stuff, hope you check out our new multi-agents and AI teams release! :)

  • @TheYousotube
    @TheYousotube Месяц назад +2

    CrewAI is collecting user data, that makes me uncomfortable

    • @aisimp
      @aisimp  Месяц назад

      Didn't know about that. Very good point. How about Flowise/Langraph?

  • @theobgshow
    @theobgshow 3 месяца назад +3

    3 AI agents , In Depth in 8 minutes. I dont think so. More like a cursory glance
    Edit: I swear the title said, In Depth... My bad. I'll leave this here and let others revel in my shame.

    • @aisimp
      @aisimp  3 месяца назад +1

      More like a cliff notes and certain insight that I found very valuable when i started working with them.

    • @lynton123
      @lynton123 3 месяца назад +1

      The words deep dive were used at around 1:29 so please feel vindicated 😊

  • @rjackstheartofwealth6152
    @rjackstheartofwealth6152 3 месяца назад +1

    how do you do this without coding?

    • @aisimp
      @aisimp  3 месяца назад +2

      I think you can use Flowise to create agentic type of behavior using almost no code. Having general understanding on how to code is worth learning though

  • @brettmiddleton5013
    @brettmiddleton5013 2 месяца назад +1

    Basically a script that executes scripts that executes scripts

    • @aisimp
      @aisimp  2 месяца назад

      @brettmiddleton5013 this is how all of the coding works lol

  • @MrLiquidxIce
    @MrLiquidxIce 24 дня назад

    Reading others reviews and converting them into a video

  • @themax2go
    @themax2go Месяц назад

    "run out of your openai budget very fast" - then run open local models

  • @bambanx
    @bambanx Месяц назад

    And flowise?

  • @Ginto_O
    @Ginto_O 3 месяца назад

    I got flashbanged by subtitles

    • @aisimp
      @aisimp  3 месяца назад

      “You’re sitting too close to the 📺 lol. I’ll tone them down for next time!”

  • @MarcRene
    @MarcRene 3 месяца назад

    Hi, thanks for clearing this up. I want to build software using AI agents only And I'm not talking about a workflow but actual software. . Do you have experience with this?

    • @ObscuredByCIouds
      @ObscuredByCIouds 3 месяца назад

      What about Devika or OpenDevin?

    • @MarcRene
      @MarcRene 3 месяца назад

      I would have to test that