embedding Kind¶

A list of floating point numbers representing a vector embedding.

Data representation¶

External¶

External data representation is relevant for Workflows clients - it dictates what is the input and output format of data.

Type: List[float]

Internal¶

Internal data representation is relevant for Workflows blocks creators - this is the type that will be provided by Execution Engine in runtime to the block that consumes input of this kind.

Type: List[float]

Details¶

This kind represents a vector embedding. It is a list of floating point numbers.

Embeddings are used in various machine learning tasks like clustering, classification, and similarity search. They are used to represent data in a continuous, low-dimensional space.

Typically, vectors that are close to each other in the embedding space are considered similar.