Supercharging RAG with Generative Feedback Loops from Weaviate

Поділитися
Вставка
  • Опубліковано 18 жов 2024

КОМЕНТАРІ • 17

  • @DerPylz
    @DerPylz 4 місяці тому +8

    Cool! I love these hands-on videos with code examples! Thanks for sharing the notebook!

  • @nogueirad
    @nogueirad 4 місяці тому +4

    Awesome! Thanks for sharing!

  • @femkeplantinga3726
    @femkeplantinga3726 4 місяці тому +7

    Great video! 🤌

  • @guimaraesalysson
    @guimaraesalysson 3 місяці тому +2

    Great video Letitia

  • @connor-shorten
    @connor-shorten 4 місяці тому +5

    Awesome!!

  • @marcfruchtman9473
    @marcfruchtman9473 4 місяці тому +1

    Thanks for the video. So, is Weaviate a database service that is leveraging the LLM to generate natural language queries to access the data? So, basically rather than hiring an SQL programmer, you just feed Weaviate the data (somehow), and use the LLM to gen the queries, which are then fed back to Weaviate so it can provide the query results?

    • @AICoffeeBreak
      @AICoffeeBreak  4 місяці тому +1

      Thanks for watching it and for your question! Weaviate is a vector database (we've made a whole video on that topic, it's linked in the description, if you're interested), which means in addition to storing structured and unstructured data, like a "classical" database, it also stores the vector embeddings of the items. This way you can find related terms and use natural language queries. The default way to interact with Weaviate as a developer would be through GraphQL, or one of the other APIs (e.g. Python). Do check out our video on the topic, if you want to know more details!

    • @marcfruchtman9473
      @marcfruchtman9473 4 місяці тому +1

      @@AICoffeeBreak Ah Thanks!

  • @elinetshaaf75
    @elinetshaaf75 3 місяці тому +2

    nice one

  • @encapsulatio
    @encapsulatio 2 місяці тому +1

    Are there any LLM's out there that are specialized on teaching(potential students) and optimized by collaborating with people that are specialists in pedagogical frameworks and pedagogical tools?

    • @AICoffeeBreak
      @AICoffeeBreak  2 місяці тому +1

      Haven't heard of something like this, except Khan Academy who announced they will use LLMs in teaching. Also, check out Karpathy's new company. x.com/karpathy/status/1813263734707790301?t=1Fng5bSgI4Bm5tcoJdHIYA&s=19

  • @Ben_D.
    @Ben_D. 4 місяці тому +3

  • @user-wr4yl7tx3w
    @user-wr4yl7tx3w 4 місяці тому +1

    but is the benefit worth the potential negatives? surely, there are tradeoffs here.

  • @TemporaryForstudy
    @TemporaryForstudy 4 місяці тому

    nice video. I am from India. I am working in the AI field. do you have any remote opportunities for me?

  • @elpepemandioca
    @elpepemandioca 3 місяці тому

    Hey letitia. I think you should consider changing the logo. It kinda looks like a turd