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

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  • Опубліковано 30 січ 2025

КОМЕНТАРІ • 38

  • @a.g-z4x
    @a.g-z4x 8 місяців тому +9

    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.

  • @BadrLaajali
    @BadrLaajali 7 місяців тому +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!

  • @rjackstheartofwealth6152
    @rjackstheartofwealth6152 8 місяців тому +1

    how do you do this without coding?

    • @aisimp
      @aisimp  7 місяців тому +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

  • @acebeitor
    @acebeitor 7 місяців тому

    which open source model do you recomend for ASR?

  • @danielgarnierfernandez8277
    @danielgarnierfernandez8277 15 днів тому

    Interesting review of Langraph, AutoGen, and Crew AI. Each framework seems to have unique strengths for different use cases. Have you explored KaibanJS? It is a JavaScript framework for building and managing multi-agent systems with an intuitive Kanban-style workflow. It might offer an interesting perspective for developers focused on JavaScript or those looking for a highly visual way to manage agentic workflows

  • @nhanguyenthe3551
    @nhanguyenthe3551 8 місяців тому

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

  • @sheikhakbar2067
    @sheikhakbar2067 8 місяців тому +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  8 місяців тому

      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 5 місяців тому +2

      It lamens terms, yes 😅

  • @JuanBernardoSotoPescador
    @JuanBernardoSotoPescador Місяць тому +2

    This video is pretty good made, should have more views

  • @laurenallen2856
    @laurenallen2856 8 місяців тому +1

    This video is 🔥🔥🔥🔥

  • @DISCVRD
    @DISCVRD 8 місяців тому +2

    Good stuff! Love seeing new quality AI channels!

    • @aisimp
      @aisimp  8 місяців тому

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

  • @Sandheip
    @Sandheip 5 місяців тому +1

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

  • @Abhinayanagarajan-x8p
    @Abhinayanagarajan-x8p 5 місяців тому

    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.

  • @MarcRene
    @MarcRene 7 місяців тому

    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 7 місяців тому

      What about Devika or OpenDevin?

    • @MarcRene
      @MarcRene 7 місяців тому

      I would have to test that

  • @MannyBernabe
    @MannyBernabe 4 місяці тому

    Helpful. thx

  • @bambanx
    @bambanx 5 місяців тому

    And flowise?

  • @theskullhead100
    @theskullhead100 Місяць тому +1

    Subscribing! Very good insights

  • @TheYousotube
    @TheYousotube 5 місяців тому +5

    CrewAI is collecting user data, that makes me uncomfortable

    • @aisimp
      @aisimp  5 місяців тому

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

    • @theskullhead100
      @theskullhead100 Місяць тому

      It's also open source so you can just host yourself

  • @JoeMyAI
    @JoeMyAI 4 місяці тому +1

    helpful, i love this

  • @MrLiquidxIce
    @MrLiquidxIce 4 місяці тому

    Reading others reviews and converting them into a video

  • @themax2go
    @themax2go 5 місяців тому

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

  • @Naw1dawg
    @Naw1dawg 6 місяців тому +2

    Basically a script that executes scripts that executes scripts

    • @aisimp
      @aisimp  6 місяців тому

      @brettmiddleton5013 this is how all of the coding works lol

    • @theskullhead100
      @theskullhead100 Місяць тому

      yes but with new and hip buzzwords

  • @theobgshow
    @theobgshow 8 місяців тому +4

    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  8 місяців тому +1

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

    • @lynton123
      @lynton123 7 місяців тому +1

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

  • @Ginto_O
    @Ginto_O 7 місяців тому

    I got flashbanged by subtitles

    • @aisimp
      @aisimp  7 місяців тому

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

  • @Taskade
    @Taskade 6 місяців тому

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

  • @wendyboyd6196
    @wendyboyd6196 Місяць тому

    music, music, why, why? why the music? it ads no information and distracts and annoys