Can You Tell Me About DSPy Signatures: How To Implement Class Based Signatures & Generate Data

Поділитися
Вставка
  • Опубліковано 26 лис 2024

КОМЕНТАРІ • 6

  • @user-wr4yl7tx3w
    @user-wr4yl7tx3w Місяць тому

    Thank you.
    Are you able to update the video or resources given the new developments

  • @rahulcn1314
    @rahulcn1314 5 місяців тому

    Thank you for this video

  • @WhattheAI
    @WhattheAI 6 місяців тому

    You are doing an amazing job man

  • @AmanIndia-m5l
    @AmanIndia-m5l 4 місяці тому

    Can you show the input it goes to LLM's, is it the same being shown in last videos. Well if then it is just re writing the signature in a certain way, not optimizing it or generating new one!

    • @AmanIndia-m5l
      @AmanIndia-m5l 4 місяці тому

      I have been working on DSPy from a month, and truly saying, I uncover that, it just we write the stuff in a certain format LLM better understand, nothing much, can you please comment your views!

    • @insightbuilder
      @insightbuilder  4 місяці тому

      @@AmanIndia-m5l
      DSPy framework's primary objective is to automatically tune the prompts for better reply from the LLM.
      LLMs give better reply when good examples outputs are provided in the prompts. So DSPy adds these examples to the signature when you compile the Modules.
      I hope the above makes sense. The compilation, and it's optimization are the keys that you have to dive deep and understand.