The Rise of Vector Data

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  • Опубліковано 4 лис 2024

КОМЕНТАРІ • 31

  • @michaelm358
    @michaelm358 Рік тому +8

    Always good to hear from the boss. REALLY helpful presentation. LOTS of insights! Thank you

  • @s11-informationatyourservi44
    @s11-informationatyourservi44 Рік тому +11

    we are witnessing an amazing moment in the history of humanity

  • @budawski
    @budawski Рік тому +37

    here for the history

  • @MaliciousCode-gw5tq
    @MaliciousCode-gw5tq 5 місяців тому

    Hi how about Search Score What are your thoughts about it? will it represent the accuracy of the information taken from the DB which relates to the query?

  • @GungaLaGunga
    @GungaLaGunga Рік тому +8

    Is there a 'Northwind' database example I can play with to help understand vector db's?

  • @darrylcatay2295
    @darrylcatay2295 Рік тому +11

    Now I know 10X'S more about this than I did before I watched this video. Thanks !

  • @monalover3758
    @monalover3758 11 місяців тому

    Great demo on the basics of image search! Thx! I do have some follow up questions:
    1. Looks like the label is single-class (i.e. bird, jelly fish, dog). In the embedding-creation step, how is multi-class picture being handled? For example, if a picture has both a woman and a dog, would there be multiple labels (or perhaps a label is a list of classes)? Would squeeze net able to handle this situation?
    2. Similarly, in the matching stage, would it be able to handle multiple labels?
    3. Or in general, does it require a pre-processing stage to dissect the images into multiple objects, and feed each object into detection algorithm? Thx

  • @RobertMilesAI
    @RobertMilesAI Рік тому +1

    Probably shouldn't say "Complex" in the title/thumbnail since this isn't about complex numbers.
    "Complicated" or "involved" or "interesting" maybe

  • @KrzysztofJozwik
    @KrzysztofJozwik Рік тому +11

    Was fun until more errors than I could be bothered to debug.
    Deprecated functions, missing parameters, mislabeled parameters, then eventually the batch upsert issue that stopped me.

    • @akj3344
      @akj3344 Рік тому

      Same here. Closed colab out of frustration.

  • @snp27182
    @snp27182 Рік тому +8

    Data scientists need to start using the word “complicated” more often lol.
    Watched this whole video waiting for when complex valued vectors would be used.

    • @tissuepaper9962
      @tissuepaper9962 Рік тому +2

      Thank you for warning me. I'm going to stop watching now, was only interested in learning something about vector math.

    • @nilewalker7240
      @nilewalker7240 Рік тому

      Thx

  • @micky8331
    @micky8331 Рік тому +14

    wish this went into some of the high level of how those indices worked. I mean, the whole crux and selling point of your company is that this is the new hotness but it's much too hard for the average joe to manage themselves so we should trust your service. Give us a taste of just how difficult that is and the heuristics involved in swapping and selecting different algos. That was I can say, wow that sounds like a huge cluster f, let me just use a managed service instead

  • @lamduongtung8783
    @lamduongtung8783 2 роки тому +12

    awesome presentation

  • @fatcat3513
    @fatcat3513 Рік тому

    What is this pinecone? For dummies please 😅

  • @benpaley4784
    @benpaley4784 Рік тому

    the possibilities are limitless with vector data

  • @phil97n
    @phil97n Рік тому

    Great, thanks

  • @maximumentropyofficial9
    @maximumentropyofficial9 Рік тому

    very helpful thank you

  • @gaureesha9840
    @gaureesha9840 Рік тому

    Great!

  • @ahmedrachet4997
    @ahmedrachet4997 Рік тому +2

    Developers developers developers developers

  • @naveen_malla
    @naveen_malla Рік тому +2

    Early bird!!

    • @akj3344
      @akj3344 Рік тому +1

      Gets the ladies!

  • @ahmedrachet4997
    @ahmedrachet4997 Рік тому

    Not first. But im here

  • @PajaRonZle
    @PajaRonZle Рік тому

    NIce

  • @johnyepthomi892
    @johnyepthomi892 Рік тому

    🗯️