HybridSearch Class

The query parameters to configure hybrid search behaviors.

Constructor

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

Variables

Name Description
max_text_recall_size
int

Determines the maximum number of documents to be retrieved by the text query portion of a hybrid search request. Those documents will be combined with the documents matching the vector queries to produce a single final list of results. Choosing a larger maxTextRecallSize value will allow retrieving and paging through more documents (using the top and skip parameters), at the cost of higher resource utilization and higher latency. The value needs to be between 1 and 10,000. Default is 1000.
count_and_facet_mode
str or HybridCountAndFacetMode

Determines whether the count and facets should includes all documents that matched the search query, or only the documents that are retrieved within the 'maxTextRecallSize' window. Known values are: "countRetrievableResults" and "countAllResults".

Methods

as_dict

Return a dict that can be turned into json using json.dump.
clear

Remove all items from D.
copy
get

Get the value for key if key is in the dictionary, else default. :param str key: The key to look up. :param any default: The value to return if key is not in the dictionary. Defaults to None :returns: D[k] if k in D, else d. :rtype: any
items
keys
pop

Removes specified key and return the corresponding value. :param str key: The key to pop. :param any default: The value to return if key is not in the dictionary :returns: The value corresponding to the key. :rtype: any :raises KeyError: If key is not found and default is not given.
popitem

Removes and returns some (key, value) pair :returns: The (key, value) pair. :rtype: tuple :raises KeyError: if D is empty.
setdefault

Same as calling D.get(k, d), and setting D[k]=d if k not found :param str key: The key to look up. :param any default: The value to set if key is not in the dictionary :returns: D[k] if k in D, else d. :rtype: any
update

Updates D from mapping/iterable E and F. :param any args: Either a mapping object or an iterable of key-value pairs.
values

as_dict

Return a dict that can be turned into json 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.

Default value: False

Returns

Type Description
dict

A dict JSON compatible object

clear

Remove all items from D.

clear() -> None

copy 

copy() -> Model

get

Get the value for key if key is in the dictionary, else default. :param str key: The key to look up. :param any default: The value to return if key is not in the dictionary. Defaults to None :returns: D[k] if k in D, else d. :rtype: any

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

Parameters

Name Description
key
Required
default
Default value: None

items 

items() -> ItemsView[str, Any]

Returns

Type Description
ItemsView

set-like object providing a view on D's items

keys 

keys() -> KeysView[str]

Returns

Type Description
KeysView

a set-like object providing a view on D's keys

pop

Removes specified key and return the corresponding value. :param str key: The key to pop. :param any default: The value to return if key is not in the dictionary :returns: The value corresponding to the key. :rtype: any :raises KeyError: If key is not found and default is not given.

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

Parameters

Name Description
key
Required
default

popitem

Removes and returns some (key, value) pair :returns: The (key, value) pair. :rtype: tuple :raises KeyError: if D is empty.

popitem() -> tuple[str, Any]

setdefault

Same as calling D.get(k, d), and setting D[k]=d if k not found :param str key: The key to look up. :param any default: The value to set if key is not in the dictionary :returns: D[k] if k in D, else d. :rtype: any

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

Parameters

Name Description
key
Required
default

update

Updates D from mapping/iterable E and F. :param any args: Either a mapping object or an iterable of key-value pairs.

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

values 

values() -> ValuesView[Any]

Returns

Type Description
ValuesView

an object providing a view on D's values

Attributes

count_and_facet_mode

Determines whether the count and facets should includes all documents that matched the search query, or only the documents that are retrieved within the 'maxTextRecallSize' window. Known values are: "countRetrievableResults" and "countAllResults".

count_and_facet_mode: str | _models.HybridCountAndFacetMode | None

max_text_recall_size

Determines the maximum number of documents to be retrieved by the text query portion of a hybrid search request. Those documents will be combined with the documents matching the vector queries to produce a single final list of results. Choosing a larger maxTextRecallSize value will allow retrieving and paging through more documents (using the top and skip parameters), at the cost of higher resource utilization and higher latency. The value needs to be between 1 and 10,000. Default is 1000.

max_text_recall_size: int | None