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Tracking Issues: Add support of RediSearch #2064

@PragmaTwice

Description

@PragmaTwice

RediSearch is a Redis module that provides querying, secondary indexing, and full-text search for Redis.

If Kvrocks supports RediSearch, it will offer users a range of powerful features with significant potential applications. This will enable Kvrocks to have query capabilities that are comparable to those of relational databases.

Also, RediSearch is the foundation of the vector search feature. To enable vector search, Kvrocks must first possess the framework and fundamental capabilities of RediSearch.

We believe that RediSearch represents the current direction of development.

To support RediSearch, we need to:

  • design the encoding of various types of indexing,
  • indexing construction, indexed key monitoring,
  • redis query syntax, SQL syntax supporting,
  • query plan generator, optimizer, executor,
  • vector indexing and querying

Index types to be supported:

  • tag
  • numeric
  • TBD
    • vector
    • text
    • geo

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