LlmInterimResponseConfig Class

Configuration for LLM-based interim response generation. Uses LLM to generate context-aware interim responses when any trigger condition is met.

Constructor

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

Variables

Name	Description
triggers	list[str or InterimResponseTrigger] List of triggers that can fire the interim response. Any trigger can activate it (OR logic). Supported: 'latency', 'tool'.
latency_threshold_ms	int Latency threshold in milliseconds before triggering interim response. Default is 2000ms.
type	str or <xref:azure.ai.voicelive.models.LLM_INTERIM_RESPONSE> Required. LLM-based interim response configuration type.
model	str The model to use for LLM-based interim response generation. Default is gpt-4.1-mini.
instructions	str Custom instructions for generating interim responses. If not provided, a default prompt is used.
max_completion_tokens	int Maximum number of tokens to generate for the interim response.

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

instructions

Custom instructions for generating interim responses. If not provided, a default prompt is used.

instructions: str | None

latency_threshold_ms

Latency threshold in milliseconds before triggering interim response. Default is 2000ms.

latency_threshold_ms: int | None

max_completion_tokens

Maximum number of tokens to generate for the interim response.

max_completion_tokens: int | None

model

The model to use for LLM-based interim response generation. Default is gpt-4.1-mini.

model: str | None

triggers

List of triggers that can fire the interim response. Any trigger can activate it (OR logic). Supported: 'latency', 'tool'.

triggers: list[str | '_models.InterimResponseTrigger'] | None

type

Required. LLM-based interim response configuration type.

type: LLM_INTERIM_RESPONSE: 'llm_interim_response'>]

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