Embeddings: What they are and why they matter

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  • Опубликовано: 24 янв 2025

Комментарии • 32

  • @nursenayeneredit7251
    @nursenayeneredit7251 Год назад +12

    These 38 minutes changed my next 38 years

  • @chrisogonas
    @chrisogonas Месяц назад

    Great resource! Thanks

  • @martinjohnpeck
    @martinjohnpeck Год назад +7

    This has been a timely and really useful presentation. Thank you for posting it!

  • @thanhquachable
    @thanhquachable Год назад +2

    Thanks Simon for sharing your knowledge. This video is so underrated.

  • @loicleray
    @loicleray Год назад +1

    That was awesome. Thank you for uploading it!

  • @tutacat
    @tutacat 7 месяцев назад

    This is the best fundamental way of describing embeddings.

  • @sebastianwagner5843
    @sebastianwagner5843 9 месяцев назад

    Things start to become magical.

  • @bbcc2960
    @bbcc2960 6 месяцев назад

    Thank you for sharing.

  • @donpark2832
    @donpark2832 Год назад +1

    Great talk. Thoroughly enjoyed it. Thanks!

  • @RobertBell-c5n
    @RobertBell-c5n Год назад +2

    A nice and very inspiring presentation! Thank you!

  • @_ramen
    @_ramen 9 месяцев назад

    very great demo, thanks for sharing!
    this is an excellent example of practical use of embeddings.

  • @zgintasz2
    @zgintasz2 10 месяцев назад +5

    "vibes-based search" lol. love the term you invented.

  • @MatthewTerry-suade
    @MatthewTerry-suade 6 месяцев назад

    Thank you, very informative

  • @energyexecs
    @energyexecs 6 месяцев назад

    Thank you Simon Wilson. Great information. I especially like how you demonstrated the development of your own tools. Finally my thoughts is your presentation in an executive summary format will educate policy makers in both the enterprise and government sector who seem to have fear of AI. For example my company has an existing early policy that employees are not allowed to use AI or ChatGPT. At the same time my Use Case to leverage RAG was to augment our LLM was accepted by our AI Review Committee. My thought is the enterprise companies will be careful and prudent in the rollout of LLMs and AI tools because they will want “security rails” in place. Thank you.

  • @canadianrepublican1185
    @canadianrepublican1185 6 месяцев назад

    Thank you .

  • @Clammer999
    @Clammer999 8 месяцев назад

    I’m totally new to embeddings and this video inspired me to want learn even more!

  •  Год назад

    Great talk. Very interesting subject.

  • @brandonbennett7851
    @brandonbennett7851 Год назад

    Brilliant!!! (as always)

  • @curtisblake261
    @curtisblake261 Год назад

    Impressive fast talking and fast scrolling. A lot of knowledge and experience for sure. I guess I'll have to do some digging if I want to really benefit from this lecture.

  • @vmstanford
    @vmstanford Год назад +1

    Great work! I will definitely follow up on your website. Some of the clustering results are really remarkable. Have you thought about hierarchal clustering on the embeddings to see if a sensible taxonomy emerges?

  • @tutacat
    @tutacat 7 месяцев назад

    This man is truly based.

  • @miikalewandowski7765
    @miikalewandowski7765 Год назад +1

    How does the semantic vectorization of a word look like, in a mathematical sense ? Is it like every word has it’s spatial ID (coordinate) and gets kind of multiplied with a vector array of assoziatives IDs?

  • @rileydavidjesus
    @rileydavidjesus Год назад

    What a genius

  • @BuFu1O1
    @BuFu1O1 Год назад

    Can you show us some Imagebind unix-fu?

  • @BuFu1O1
    @BuFu1O1 Год назад

    damn!!!

  • @tutacat
    @tutacat 7 месяцев назад

    This is what microsoft recall wants to do

  • @schalkdormehl3057
    @schalkdormehl3057 7 месяцев назад

    Mask, in 2023...

  • @asiddiqi123
    @asiddiqi123 Год назад +4

    Why are you wearing a mask 😷?

    • @KayButtonJay
      @KayButtonJay 11 месяцев назад +3

      Maybe he doesn’t want to get people sick genius

    • @schalkdormehl3057
      @schalkdormehl3057 7 месяцев назад

      @@KayButtonJay he wouldn't if he didn't wear a mask either.