Build a Multi-Agent AI App from Scratch - no frameworks needed 🔥

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  • Опубликовано: 15 ноя 2024

Комментарии • 22

  • @Root3659
    @Root3659 2 дня назад +7

    Please provide projects which are totally free of cost , use open source more often

    • @AIAnytime
      @AIAnytime  2 дня назад +2

      I'll make sure to feature more free and open-source projects in future videos.

    • @Root3659
      @Root3659 2 дня назад

      @AIAnytime thanks

  • @HassanAllaham
    @HassanAllaham День назад

    Very nice and very explanatory.
    I wonder whether if you can modify the code making AgentManager it self a MasterAgent (a MasterRouterAgent leaded by a LLM) that, based on the user inputs, chooses the next suitable flow from a given flows (or respond to the used that it is unable to do the given task since it is not supported with the needed flow YET),
    Then:
    MasterRouterAgent chooses one from described groups (each group includes tasks that are belong or classified under same domain) to route to:
    Group1SecondaryRouterAgent
    Group2SecondaryRouterAgent
    Group3SecondaryRouterAgent
    .
    .
    etc
    Where each flow that is available for MasterRouterAgent has SecondaryRouterAgent that redirect the task to the suitable flow from grouped tasks specific flows where each flow consists of (Task1Group1ExecuterAgent->Task1Group1ValidatorAgent)
    i.e.: SecondaryRouterAgent choose from flows that are grouped under one group of tasks (Domain Tasks) to route to the suitable flow
    Group1RouterAgent selects from described flows:
    (Task1Group1ExecuterAgent->Task1Group1ValidatorAgent)
    (Task2Group1ExecuterAgent->Task2Group1ValidatorAgent)
    (Task3Group1ExecuterAgent->Task3Group1ValidatorAgent)
    Group2RouterAgent selects from described flows:
    (Task1Group2ExecuterAgent->Task1Group2ValidatorAgent)
    (Task2Group2ExecuterAgent->Task2Group2ValidatorAgent)
    (Task3Group2ExecuterAgent->Task3Group2ValidatorAgent)
    .
    .
    etc
    I believe this tree of flows can help in making small LLMs able to give acceptable results, since each LLM will be responsible on only one specific simple task-or-tool. Also the classification under domain specific branch (like, files tasks (create-read-append), web tasks(search-crawl-extract), database tasks(create-read-update-find-delete), ...etc. would help in making adding more groups and tasks specific agents easy since your code depends on classes (O.O.P.)
    May be such target can be done by asking for help from one of the clever powerful LLMs to write this code for us.
    Unfortunately, I am a beginner in python and I'm still learning how to write code.
    Anyway, thanks for the good and distinct content.
    🌹🌹🌹

    • @AIAnytime
      @AIAnytime  День назад +1

      That's a really interesting idea! I'll think about how to implement that in future videos. Thanks for the suggestion!

  • @shashankpandey1966
    @shashankpandey1966 2 дня назад

    Very informative bro, Thankyou.

    • @AIAnytime
      @AIAnytime  2 дня назад

      Thanks for watching the video

  • @sneharoy3566
    @sneharoy3566 2 дня назад

    Great tutorial

  • @arsalanarsalan1098
    @arsalanarsalan1098 День назад

    can add how to use code execution with python REpl custom tool and E2B sandbox

    • @AIAnytime
      @AIAnytime  День назад

      Yeah.... We discussed this in our group. One of the guys will be making a PR on GitHub shortly. Will update

  • @KSreedharaMurthyAccessAutomati
    @KSreedharaMurthyAccessAutomati 2 дня назад

    Excellent!!

  • @micbab-vg2mu
    @micbab-vg2mu 2 дня назад

    Thanks:)

  • @yashsrivastava677
    @yashsrivastava677 18 часов назад

    Can you build a chatbot clone of yourself to whom we can ask questions?

    • @AIAnytime
      @AIAnytime  17 часов назад

      Great idea. Let me put this on the roadmap.

  • @Ishaheennabi
    @Ishaheennabi 2 дня назад

    great

  • @duongkstn
    @duongkstn 2 дня назад +2

    first comment

  • @suaatendente
    @suaatendente 2 дня назад

    Hello everything is fine? I would like to ask you to see this voice generation model, text to speech, if possible, please make a video explaining it better!
    ruclips.net/video/o4NslS7figE/видео.html