Enhancing Vector Database Queries with Metadata Filtering

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  • Опубліковано 7 жов 2024
  • Join us on January 31st for our first live session of the year! Data Scientist Ryan Siegler will present on optimizing vector similarity search using metadata filtering. The presentation will cover aspects of data exploration and metadata filtering including:
    Data Exploration with PandasAI
    Types of filtering operators
    Improvement to vector search accuracy (RAG optimization method)
    Increased vector search speed
    Time-based metadata filtering
    Auto-Retrieval / Self Query Retrieval
    The presentation will include a code walkthrough, for hands on tips in metadata filtering with vector databases. Sign up today!

КОМЕНТАРІ • 3

  • @MrTulufan
    @MrTulufan 3 місяці тому

    Very helpful presentation!
    0:00 Intro and housekeeping
    5:06 Start of presentation / Agenda
    7:02 Vector database introduction
    11:04 Vector similarity search
    12:12 Metadata filtering concepts
    20:28 Auto / Self Query Retrieval
    22:26 Time-based filtering
    24:12 Metadata filtering & RAG
    28:50 Demo

  • @life_99995
    @life_99995 7 місяців тому

    How to join your slack channel ?

    • @KxSystems
      @KxSystems  7 місяців тому

      @life_99995 Hi, you can sign up on this link kdbai-community.slack.com/