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EmbeddingItem Class

  • Reference

Representation of a single embeddings relatedness comparison.

Inheritance
azure.ai.inference._model_base.Model
EmbeddingItem

Constructor

EmbeddingItem(*args: Any, **kwargs: Any)

Variables

Name Description
embedding
str or list[float]

List of embedding values for the input prompt. These represent a measurement of the vector-based relatedness of the provided input. Or a base64 encoded string of the embedding vector. Required. Is either a str type or a [float] type.
index
int

Index of the prompt to which the EmbeddingItem corresponds. Required.

Methods

as_dict

Return a dict that can be JSONify using json.dump.
clear
copy
get
items
keys
pop
popitem
setdefault
update
values

as_dict

Return a dict that can be JSONify using json.dump.

as_dict(*, exclude_readonly: bool = False) -> Dict[str, Any]

Keyword-Only Parameters

Name Description
exclude_readonly
bool

Whether to remove the readonly properties.

Returns

Type Description
dict

A dict JSON compatible object

clear 

clear() -> None

Keyword-Only Parameters

Name Description
exclude_readonly
bool

Whether to remove the readonly properties.

copy 

copy() -> Model

Keyword-Only Parameters

Name Description
exclude_readonly
bool

Whether to remove the readonly properties.

get 

get(key: str, default: Any = None) -> Any

Parameters

Name Description
key
Required
default
Default value: None

Keyword-Only Parameters

Name Description
exclude_readonly
bool

Whether to remove the readonly properties.

items 

items() -> ItemsView[str, Any]

Keyword-Only Parameters

Name Description
exclude_readonly
bool

Whether to remove the readonly properties.

keys 

keys() -> KeysView[str]

Keyword-Only Parameters

Name Description
exclude_readonly
bool

Whether to remove the readonly properties.

pop 

pop(key: str, default: ~typing.Any = <object object>) -> Any

Parameters

Name Description
key
Required
default

Keyword-Only Parameters

Name Description
exclude_readonly
bool

Whether to remove the readonly properties.

popitem 

popitem() -> Tuple[str, Any]

Keyword-Only Parameters

Name Description
exclude_readonly
bool

Whether to remove the readonly properties.

setdefault 

setdefault(key: str, default: ~typing.Any = <object object>) -> Any

Parameters

Name Description
key
Required
default

Keyword-Only Parameters

Name Description
exclude_readonly
bool

Whether to remove the readonly properties.

update 

update(*args: Any, **kwargs: Any) -> None

Keyword-Only Parameters

Name Description
exclude_readonly
bool

Whether to remove the readonly properties.

values 

values() -> ValuesView[Any]

Keyword-Only Parameters

Name Description
exclude_readonly
bool

Whether to remove the readonly properties.

Attributes

embedding

List of embedding values for the input prompt. These represent a measurement of the vector-based relatedness of the provided input. Or a base64 encoded string of the embedding vector. Required. Is either a str type or a [float] type.

embedding: str | List[float]

index

Index of the prompt to which the EmbeddingItem corresponds. Required.

index: int