Implementing RAG with SQL Database Vector Search and Semantic Kernel | Data Exposed: MVP Edition

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  • Опубліковано 4 лис 2024

КОМЕНТАРІ • 15

  • @muralim8164
    @muralim8164 Місяць тому +1

    This is Awesome!! Now I dont need Azure AI Search to upload my documents to do Vector Search, this reduies the plumping work of index creation, etc! Happy to see SQL database with vector support that could improve my search performance! 😎

  • @rholdorf
    @rholdorf Місяць тому

    Exactly what I was looking for! Thanks!

  • @JasonEvans01
    @JasonEvans01 Місяць тому +2

    Nice useful solution. Thanks for sharing!

  • @dsheardown
    @dsheardown Місяць тому

    Wow.. I have been playing with Azure AI for this type of thing, but Azure AI Search "can" be expensive... maybe not to a company, but as an individual. This is a really great way to achieve something similar without the extra overhead! thanks so much for sharing!

  • @FotisMylonas
    @FotisMylonas Місяць тому

    Really helpful and inspiring, thanks!

  • @ClementFauchere
    @ClementFauchere 4 дні тому

    What are the search performance? Do sort by distance does it scan the entire table or is there a way to use a clever index?

  • @gandharjayantaundhe4023
    @gandharjayantaundhe4023 Місяць тому

    Great stuff! Thanks!

  • @bangonkali
    @bangonkali 16 днів тому

    Hi. Can semantic kernel support other open source self hosed vector databases alternatives?

  • @LucianoEvaristoGuerche
    @LucianoEvaristoGuerche Місяць тому

    Hope more related videos to come since it caught my attention. Want to know whether it is possible to create index on the binary vector column (akin to geography indexes) or not; whether it is possible to use it with Semantic Kernel + EF to act as a vector store for long term memory and semantic indexing or not and if so, how.

  • @zfold4702
    @zfold4702 Місяць тому

    Once upon a time Sql Server also was a Graph database. What happened to that? Who is using it in production or mission critical use cases?

  • @TheStoibz
    @TheStoibz Місяць тому

    How much of this is in production? I assume all preview at this stage and difficult to get on a tenant?

  • @LucianoEvaristoGuerche
    @LucianoEvaristoGuerche Місяць тому

    When you mentioned "SQL Server" on the title, do you mean Azure SQL, SQL server or both?

    • @heinrichmarais3753
      @heinrichmarais3753 Місяць тому

      I'd also like to know!

    • @marcominerva
      @marcominerva Місяць тому

      At this moment, Vector Support is available in Early Adopter Preview on Azure SQL Database and Managed Instance.