Embedding
Arize class to map up to 3 columns (vector
, data
, and link_to_data
) to a single embedding feature.
Code Example
Last updated
Arize class to map up to 3 columns (vector
, data
, and link_to_data
) to a single embedding feature.
Last updated
Copyright © 2023 Arize AI, Inc
Parameters | Data Type | Description |
---|---|---|
vector
List[float]
(Required) Vector of a given embedding feature. The contents of this column must be List[float]
or nd.array[float]
data
str or List[str]
(Optional) Used for Natural Language Processing model type. Data of a given embedding feature, typically the raw text associated with the embedding vector.
link_to_data
str
(Optional) Used for Computer Vision model type. Link to data of a given embedding feature, typically a link to the data file (image, audio, ...) associated with the embedding vector. Host data in a cloud storage provider (GCS, AWS, Azure), local server, or public URL. Navigate here to view private AWS S3 image links. Example: "https://link-to-my-image.png" NOTE: Currently only supports links to image files.