• Daxtron2@startrek.website
    link
    fedilink
    arrow-up
    14
    arrow-down
    1
    ·
    5 months ago

    LLMs are not a good tool for processing data like this. They would be good for presenting that data though.

    • Sotuanduso@lemm.ee
      link
      fedilink
      English
      arrow-up
      4
      arrow-down
      1
      ·
      5 months ago

      Make an LLM convert the data into a standardized format for your traditional algorithm.

      • Daxtron2@startrek.website
        link
        fedilink
        arrow-up
        2
        ·
        5 months ago

        There’s no way to ensure that data will stay in that standardized format though. A custom model could but they are expensive to train.

      • Daxtron2@startrek.website
        link
        fedilink
        arrow-up
        6
        ·
        5 months ago

        Not if you want to ensure the validity of the compiled coupons/discounts. A custom algorithm would be best but data standardization would be the main issue, regardless of how you process it.

        • GBU_28@lemm.ee
          link
          fedilink
          English
          arrow-up
          2
          arrow-down
          2
          ·
          edit-2
          5 months ago

          What does validity mean in this case? A functionary LLM can follow links and make actions. I’m not saying it’s not “work” to develop your personal bot framework, but this is all doable from the home PC, with a self hosted llm

          Edit and of course you’ll need non LLM code to handle parts of the processing, not discounting that

          • Daxtron2@startrek.website
            link
            fedilink
            arrow-up
            1
            ·
            edit-2
            5 months ago

            The LLM doesn’t do that though, that the software built around it that does that which is what I’m saying. Its definitely possible to do, but the bulk of the work wouldn’t be the task of the LLM.

            Edit: forgot to address validity. By that I mean keeping a standard format and ensuring that the output is actually true given the input. Its not impossible, but its something that requires careful data duration and a really good system prompt.