# Copyright 2026 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
# pyformat: disable

"""Code generated by Speakeasy (https://speakeasy.com). DO NOT EDIT."""

from . import errors, models, types, utils
from ._hooks import AfterParseErrorContext, HookContext, ResponseContext
from .basesdk import AsyncBaseSDK, BaseSDK
from .types import BaseModel, OptionalNullable, UNSET, interactions
from .utils import get_security_from_env, response_helpers
from .utils.eventstreaming import AsyncStream, Stream
from .utils.unmarshal_json_response import unmarshal_json_response
import httpx
from typing import Any, List, Literal, Mapping, Optional, Union, cast, overload


class Interactions(BaseSDK):
    @property
    def with_raw_response(self):
        return InteractionsWithRawResponse(self)

    @property
    def with_streaming_response(self):
        return InteractionsWithStreamingResponse(self)

    @overload
    def create(
        self,
        *,
        request: Union[
            models.CreateInteractionRequest, models.CreateInteractionRequestParam
        ],
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        extra_body: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> Union[interactions.Interaction, Stream[interactions.InteractionSSEEvent]]:
        r"""Creating an interaction

        Creates a new interaction.

        :param body: The request body.
        :param api_version: Which version of the API to use.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param extra_body: Additional JSON object fields to merge into request bodies.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """

    @overload
    def create(
        self,
        *,
        api_version: Optional[str] = None,
        model: interactions.Model,
        stream: Union[Literal[False], None] = None,
        store: bool = ...,
        background: bool = ...,
        system_instruction: str = ...,
        tools: List[interactions.ToolParam] = ...,
        response_modalities: List[interactions.ResponseModality] = ...,
        response_mime_type: str = ...,
        previous_interaction_id: str = ...,
        service_tier: interactions.ServiceTier = ...,
        webhook_config: interactions.WebhookConfigParam = ...,
        response_format: interactions.CreateModelInteractionResponseFormatParam = ...,
        environment: interactions.CreateModelInteractionEnvironmentParam = ...,
        generation_config: interactions.GenerationConfigParam = ...,
        cached_content: str = ...,
        input: interactions.InteractionsInputParam,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        extra_body: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> interactions.Interaction:
        r"""Creating an interaction

        Creates a new interaction.

        :param api_version: Which version of the API to use.
        :param model: The model that will complete your prompt.\n\nSee [models](https://ai.google.dev/gemini-api/docs/models) for additional details.
        :param stream: Input only. Whether the interaction will be streamed.
        :param store: Input only. Whether to store the response and request for later retrieval.
        :param background: Input only. Whether to run the model interaction in the background.
        :param system_instruction: System instruction for the interaction.
        :param tools: A list of tool declarations the model may call during interaction.
        :param response_modalities: The requested modalities of the response (TEXT, IMAGE, AUDIO).
        :param response_mime_type: The mime type of the response. This is required if response_format is set.
        :param previous_interaction_id: The ID of the previous interaction, if any.
        :param service_tier:
        :param webhook_config: Message for configuring webhook events for a request.
        :param response_format: Enforces that the generated response is a JSON object that complies with the JSON schema specified in this field.
        :param environment: The environment configuration for the interaction. Can be an object specifying remote environment sources or a string referencing an existing environment ID.
        :param generation_config: Configuration parameters for model interactions.
        :param cached_content: The name of the cached content used as context to serve the prediction.
            Note: only used in explicit caching, where users can have control over
            caching (e.g. what content to cache) and enjoy guaranteed cost savings.
            Format:
            `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
        :param input: The input for the interaction.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param extra_body: Additional JSON object fields to merge into request bodies.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """

    @overload
    def create(
        self,
        *,
        api_version: Optional[str] = None,
        model: interactions.Model,
        stream: Literal[True],
        store: bool = ...,
        background: bool = ...,
        system_instruction: str = ...,
        tools: List[interactions.ToolParam] = ...,
        response_modalities: List[interactions.ResponseModality] = ...,
        response_mime_type: str = ...,
        previous_interaction_id: str = ...,
        service_tier: interactions.ServiceTier = ...,
        webhook_config: interactions.WebhookConfigParam = ...,
        response_format: interactions.CreateModelInteractionResponseFormatParam = ...,
        environment: interactions.CreateModelInteractionEnvironmentParam = ...,
        generation_config: interactions.GenerationConfigParam = ...,
        cached_content: str = ...,
        input: interactions.InteractionsInputParam,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        extra_body: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> Stream[interactions.InteractionSSEEvent]:
        r"""Creating an interaction

        Creates a new interaction.

        :param api_version: Which version of the API to use.
        :param model: The model that will complete your prompt.\n\nSee [models](https://ai.google.dev/gemini-api/docs/models) for additional details.
        :param stream: Input only. Whether the interaction will be streamed.
        :param store: Input only. Whether to store the response and request for later retrieval.
        :param background: Input only. Whether to run the model interaction in the background.
        :param system_instruction: System instruction for the interaction.
        :param tools: A list of tool declarations the model may call during interaction.
        :param response_modalities: The requested modalities of the response (TEXT, IMAGE, AUDIO).
        :param response_mime_type: The mime type of the response. This is required if response_format is set.
        :param previous_interaction_id: The ID of the previous interaction, if any.
        :param service_tier:
        :param webhook_config: Message for configuring webhook events for a request.
        :param response_format: Enforces that the generated response is a JSON object that complies with the JSON schema specified in this field.
        :param environment: The environment configuration for the interaction. Can be an object specifying remote environment sources or a string referencing an existing environment ID.
        :param generation_config: Configuration parameters for model interactions.
        :param cached_content: The name of the cached content used as context to serve the prediction.
            Note: only used in explicit caching, where users can have control over
            caching (e.g. what content to cache) and enjoy guaranteed cost savings.
            Format:
            `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
        :param input: The input for the interaction.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param extra_body: Additional JSON object fields to merge into request bodies.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """

    @overload
    def create(
        self,
        *,
        api_version: Optional[str] = None,
        agent: interactions.AgentOption,
        stream: Union[Literal[False], None] = None,
        store: bool = ...,
        background: bool = ...,
        system_instruction: str = ...,
        tools: List[interactions.ToolParam] = ...,
        response_modalities: List[interactions.ResponseModality] = ...,
        response_mime_type: str = ...,
        previous_interaction_id: str = ...,
        service_tier: interactions.ServiceTier = ...,
        webhook_config: interactions.WebhookConfigParam = ...,
        response_format: interactions.CreateAgentInteractionResponseFormatParam = ...,
        environment: interactions.CreateAgentInteractionEnvironmentParam = ...,
        agent_config: interactions.CreateAgentInteractionAgentConfigParam = ...,
        input: interactions.InteractionsInputParam,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        extra_body: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> interactions.Interaction:
        r"""Creating an interaction

        Creates a new interaction.

        :param api_version: Which version of the API to use.
        :param agent: The agent to interact with.
        :param stream: Input only. Whether the interaction will be streamed.
        :param store: Input only. Whether to store the response and request for later retrieval.
        :param background: Input only. Whether to run the model interaction in the background.
        :param system_instruction: System instruction for the interaction.
        :param tools: A list of tool declarations the model may call during interaction.
        :param response_modalities: The requested modalities of the response (TEXT, IMAGE, AUDIO).
        :param response_mime_type: The mime type of the response. This is required if response_format is set.
        :param previous_interaction_id: The ID of the previous interaction, if any.
        :param service_tier:
        :param webhook_config: Message for configuring webhook events for a request.
        :param response_format: Enforces that the generated response is a JSON object that complies with the JSON schema specified in this field.
        :param environment: The environment configuration for the interaction. Can be an object specifying remote environment sources or a string referencing an existing environment ID.
        :param agent_config: Configuration parameters for the agent interaction.
        :param input: The input for the interaction.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param extra_body: Additional JSON object fields to merge into request bodies.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """

    @overload
    def create(
        self,
        *,
        api_version: Optional[str] = None,
        agent: interactions.AgentOption,
        stream: Literal[True],
        store: bool = ...,
        background: bool = ...,
        system_instruction: str = ...,
        tools: List[interactions.ToolParam] = ...,
        response_modalities: List[interactions.ResponseModality] = ...,
        response_mime_type: str = ...,
        previous_interaction_id: str = ...,
        service_tier: interactions.ServiceTier = ...,
        webhook_config: interactions.WebhookConfigParam = ...,
        response_format: interactions.CreateAgentInteractionResponseFormatParam = ...,
        environment: interactions.CreateAgentInteractionEnvironmentParam = ...,
        agent_config: interactions.CreateAgentInteractionAgentConfigParam = ...,
        input: interactions.InteractionsInputParam,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        extra_body: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> Stream[interactions.InteractionSSEEvent]:
        r"""Creating an interaction

        Creates a new interaction.

        :param api_version: Which version of the API to use.
        :param agent: The agent to interact with.
        :param stream: Input only. Whether the interaction will be streamed.
        :param store: Input only. Whether to store the response and request for later retrieval.
        :param background: Input only. Whether to run the model interaction in the background.
        :param system_instruction: System instruction for the interaction.
        :param tools: A list of tool declarations the model may call during interaction.
        :param response_modalities: The requested modalities of the response (TEXT, IMAGE, AUDIO).
        :param response_mime_type: The mime type of the response. This is required if response_format is set.
        :param previous_interaction_id: The ID of the previous interaction, if any.
        :param service_tier:
        :param webhook_config: Message for configuring webhook events for a request.
        :param response_format: Enforces that the generated response is a JSON object that complies with the JSON schema specified in this field.
        :param environment: The environment configuration for the interaction. Can be an object specifying remote environment sources or a string referencing an existing environment ID.
        :param agent_config: Configuration parameters for the agent interaction.
        :param input: The input for the interaction.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param extra_body: Additional JSON object fields to merge into request bodies.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """

    @overload
    def create(
        self,
        *,
        request: OptionalNullable[
            Union[models.CreateInteractionRequest, models.CreateInteractionRequestParam]
        ] = UNSET,
        api_version: OptionalNullable[str] = UNSET,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        extra_body: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
        **body_kwargs: Any,
    ) -> Union[interactions.Interaction, Stream[interactions.InteractionSSEEvent]]:
        r"""Creating an interaction

        Creates a new interaction.

        :param api_version: Which version of the API to use.
        :param model: The model that will complete your prompt.\n\nSee [models](https://ai.google.dev/gemini-api/docs/models) for additional details.
        :param stream: Input only. Whether the interaction will be streamed.
        :param store: Input only. Whether to store the response and request for later retrieval.
        :param background: Input only. Whether to run the model interaction in the background.
        :param system_instruction: System instruction for the interaction.
        :param tools: A list of tool declarations the model may call during interaction.
        :param response_modalities: The requested modalities of the response (TEXT, IMAGE, AUDIO).
        :param response_mime_type: The mime type of the response. This is required if response_format is set.
        :param previous_interaction_id: The ID of the previous interaction, if any.
        :param service_tier:
        :param webhook_config: Message for configuring webhook events for a request.
        :param response_format: Enforces that the generated response is a JSON object that complies with the JSON schema specified in this field.
        :param environment: The environment configuration for the interaction. Can be an object specifying remote environment sources or a string referencing an existing environment ID.
        :param generation_config: Configuration parameters for model interactions.
        :param cached_content: The name of the cached content used as context to serve the prediction.
            Note: only used in explicit caching, where users can have control over
            caching (e.g. what content to cache) and enjoy guaranteed cost savings.
            Format:
            `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
        :param input: The input for the interaction.
        :param agent: The agent to interact with.
        :param agent_config: Configuration parameters for the agent interaction.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param extra_body: Additional JSON object fields to merge into request bodies.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """

    def create(
        self,
        *,
        request: OptionalNullable[
            Union[models.CreateInteractionRequest, models.CreateInteractionRequestParam]
        ] = UNSET,
        api_version: OptionalNullable[str] = UNSET,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        extra_body: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
        **body_kwargs: Any,
    ) -> Union[interactions.Interaction, Stream[interactions.InteractionSSEEvent]]:
        r"""Creating an interaction

        Creates a new interaction.

        :param api_version: Which version of the API to use.
        :param model: The model that will complete your prompt.\n\nSee [models](https://ai.google.dev/gemini-api/docs/models) for additional details.
        :param stream: Input only. Whether the interaction will be streamed.
        :param store: Input only. Whether to store the response and request for later retrieval.
        :param background: Input only. Whether to run the model interaction in the background.
        :param system_instruction: System instruction for the interaction.
        :param tools: A list of tool declarations the model may call during interaction.
        :param response_modalities: The requested modalities of the response (TEXT, IMAGE, AUDIO).
        :param response_mime_type: The mime type of the response. This is required if response_format is set.
        :param previous_interaction_id: The ID of the previous interaction, if any.
        :param service_tier:
        :param webhook_config: Message for configuring webhook events for a request.
        :param response_format: Enforces that the generated response is a JSON object that complies with the JSON schema specified in this field.
        :param environment: The environment configuration for the interaction. Can be an object specifying remote environment sources or a string referencing an existing environment ID.
        :param generation_config: Configuration parameters for model interactions.
        :param cached_content: The name of the cached content used as context to serve the prediction.
            Note: only used in explicit caching, where users can have control over
            caching (e.g. what content to cache) and enjoy guaranteed cost savings.
            Format:
            `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
        :param input: The input for the interaction.
        :param agent: The agent to interact with.
        :param agent_config: Configuration parameters for the agent interaction.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param extra_body: Additional JSON object fields to merge into request bodies.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """
        if "model" in body_kwargs and "agent" in body_kwargs:
            raise ValueError("Cannot supply both 'model' and 'agent'.")
        if "model" in body_kwargs and "agent_config" in body_kwargs:
            raise ValueError("Cannot supply both 'model' and 'agent_config'.")
        if "generation_config" in body_kwargs and "agent" in body_kwargs:
            raise ValueError("Cannot supply both 'generation_config' and 'agent'.")
        if "generation_config" in body_kwargs and "agent_config" in body_kwargs:
            raise ValueError(
                "Cannot supply both 'generation_config' and 'agent_config'."
            )
        if "cached_content" in body_kwargs and "agent" in body_kwargs:
            raise ValueError("Cannot supply both 'cached_content' and 'agent'.")
        if "cached_content" in body_kwargs and "agent_config" in body_kwargs:
            raise ValueError("Cannot supply both 'cached_content' and 'agent_config'.")
        base_url = None
        url_variables = None
        retries: OptionalNullable[utils.RetryConfig] = UNSET
        server_url = None
        http_headers = extra_headers
        timeout_ms = self._coerce_timeout_ms(timeout)
        if timeout_ms is None:
            timeout_ms = self.sdk_configuration.timeout_ms

        if server_url is not None:
            base_url = server_url
        else:
            base_url = self._get_url(base_url, url_variables)

        if request is not UNSET:
            request = cast(
                models.CreateInteractionRequest,
                request
                if isinstance(request, BaseModel)
                else utils.unmarshal(
                    cast(Any, request), models.CreateInteractionRequest
                ),
            )
        else:
            _body_kwargs = dict(body_kwargs)
            _body_kwargs = {k: v for k, v in _body_kwargs.items() if v is not UNSET}
            _request_kwargs: dict[str, Any] = {"api_version": api_version}
            _request_kwargs = {
                k: v for k, v in _request_kwargs.items() if v is not UNSET
            }
            _request_kwargs["body"] = _body_kwargs
            request = cast(
                models.CreateInteractionRequest,
                utils.unmarshal(_request_kwargs, models.CreateInteractionRequest),
            )

        _speakeasy_response_mode, http_headers = response_helpers.consume_response_mode(
            http_headers
        )
        req = self._build_request(
            method="POST",
            path="/{api_version}/interactions",
            base_url=base_url,
            url_variables=url_variables,
            request=request,
            request_body_required=True,
            request_has_path_params=True,
            request_has_query_params=True,
            user_agent_header="user-agent",
            accept_header_value="text/event-stream"
            if getattr(getattr(request, "body", None), "stream", False) is True
            else "application/json",
            http_headers=http_headers,
            extra_query_params=extra_query,
            _globals=models.CreateInteractionGlobals(
                api_version=self.sdk_configuration.globals.api_version,
            ),
            security=self.sdk_configuration.security,
            get_serialized_body=lambda: utils.serialize_request_body(
                request.body,
                False,
                False,
                "json",
                models.CreateInteractionRequestBody,
                extra_body=extra_body,
            ),
            allow_empty_value=None,
            timeout_ms=timeout_ms,
        )

        if retries == UNSET:
            if self.sdk_configuration.retry_config is not UNSET:
                retries = self.sdk_configuration.retry_config
            else:
                retries = utils.RetryConfig(
                    "attempt-count-backoff",
                    utils.BackoffStrategy(500, 8000, 2, 30000),
                    True,
                    max_retries=4,
                )

        retry_config = None
        if isinstance(retries, utils.RetryConfig):
            retry_config = (retries, ["408", "409", "429", "5XX"])

        def _speakeasy_parse_response(http_res):
            response_data: Any = None
            if utils.match_response(http_res, "200", "application/json"):
                http_res_text = utils.stream_to_text(http_res)
                return unmarshal_json_response(
                    interactions.Interaction, http_res, http_res_text, validate=False
                )
            if utils.match_response(http_res, "200", "text/event-stream"):
                return Stream(
                    http_res,
                    lambda raw: utils.unmarshal_json(
                        raw, interactions.InteractionSSEStreamEvent
                    ).data,
                    sentinel="[DONE]",
                    client_ref=self,
                )
            if utils.match_response(http_res, "4XX", "application/json"):
                http_res_text = utils.stream_to_text(http_res)
                try:
                    response_data = unmarshal_json_response(
                        errors.CreateInteractionClientErrorData, http_res, http_res_text
                    )
                    raise errors.CreateInteractionClientError(
                        response_data, http_res, http_res_text
                    )
                except errors.ResponseValidationError as e:
                    raise errors.GenAiDefaultError(
                        "Error response body did not match expected schema",
                        http_res,
                        http_res_text,
                    ) from e
            if utils.match_response(http_res, "5XX", "application/json"):
                http_res_text = utils.stream_to_text(http_res)
                try:
                    response_data = unmarshal_json_response(
                        errors.CreateInteractionServerErrorData, http_res, http_res_text
                    )
                    raise errors.CreateInteractionServerError(
                        response_data, http_res, http_res_text
                    )
                except errors.ResponseValidationError as e:
                    raise errors.GenAiDefaultError(
                        "Error response body did not match expected schema",
                        http_res,
                        http_res_text,
                    ) from e

            http_res_text = utils.stream_to_text(http_res)
            raise errors.GenAiDefaultError(
                "Unexpected response received", http_res, http_res_text
            )

        _speakeasy_hook_ctx = HookContext(
            config=self.sdk_configuration,
            base_url=base_url or "",
            operation_id="CreateInteraction",
            oauth2_scopes=None,
            security_source=get_security_from_env(
                self.sdk_configuration.security, types.Security
            ),
            response=ResponseContext(mode=_speakeasy_response_mode, execution="sync"),
        )
        http_res = self.do_request(
            hook_ctx=_speakeasy_hook_ctx,
            request=req,
            is_error_status_code=lambda c: utils.match_status_codes(["4XX", "5XX"], c),
            stream=getattr(getattr(request, "body", None), "stream", False) is True
            or _speakeasy_response_mode == "streaming",
            retry_config=retry_config,
        )
        if _speakeasy_response_mode != "parsed":
            _speakeasy_response_cls = (
                response_helpers.StreamedAPIResponse
                if _speakeasy_response_mode == "streaming"
                else response_helpers.APIResponse
            )
            return cast(
                Any,
                _speakeasy_response_cls(
                    raw=http_res,
                    parser=_speakeasy_parse_response,
                    mode=(
                        "event_stream"
                        if getattr(getattr(request, "body", None), "stream", False)
                        is True
                        else "buffered"
                    ),
                    client_ref=self,
                    hook_ctx=AfterParseErrorContext(_speakeasy_hook_ctx),
                    hooks=self.sdk_configuration.__dict__.get("_hooks"),
                ),
            )
        try:
            return _speakeasy_parse_response(http_res)
        except Exception as parse_exc_:
            response_helpers.raise_parse_error(
                self.sdk_configuration.__dict__["_hooks"],
                AfterParseErrorContext(_speakeasy_hook_ctx),
                http_res,
                parse_exc_,
            )

    @overload
    def get(
        self,
        id: str,
        *,
        stream: Union[Literal[False], None] = None,
        last_event_id: Optional[str] = None,
        include_input: Optional[bool] = False,
        api_version: Optional[str] = None,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> interactions.Interaction:
        r"""Retrieving an interaction

        Retrieves the full details of a single interaction based on its `Interaction.id`.

        :param id: The unique identifier of the interaction to retrieve.
        :param stream: If set to true, the generated content will be streamed incrementally.
        :param last_event_id: Optional. If set, resumes the interaction stream from the next chunk after the event marked by the event id. Can only be used if `stream` is true.
        :param include_input: If set to true, includes the input in the response.
        :param api_version: Which version of the API to use.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """

    @overload
    def get(
        self,
        id: str,
        *,
        stream: Literal[True],
        last_event_id: Optional[str] = None,
        include_input: Optional[bool] = False,
        api_version: Optional[str] = None,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> Stream[interactions.InteractionSSEEvent]:
        r"""Retrieving an interaction

        Retrieves the full details of a single interaction based on its `Interaction.id`.

        :param id: The unique identifier of the interaction to retrieve.
        :param stream: If set to true, the generated content will be streamed incrementally.
        :param last_event_id: Optional. If set, resumes the interaction stream from the next chunk after the event marked by the event id. Can only be used if `stream` is true.
        :param include_input: If set to true, includes the input in the response.
        :param api_version: Which version of the API to use.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """

    @overload
    def get(
        self,
        id: str,
        *,
        stream: bool,
        last_event_id: Optional[str] = None,
        include_input: Optional[bool] = False,
        api_version: Optional[str] = None,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> Union[interactions.Interaction, Stream[interactions.InteractionSSEEvent]]:
        r"""Retrieving an interaction

        Retrieves the full details of a single interaction based on its `Interaction.id`.

        :param id: The unique identifier of the interaction to retrieve.
        :param stream: If set to true, the generated content will be streamed incrementally.
        :param last_event_id: Optional. If set, resumes the interaction stream from the next chunk after the event marked by the event id. Can only be used if `stream` is true.
        :param include_input: If set to true, includes the input in the response.
        :param api_version: Which version of the API to use.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """

    def get(
        self,
        id: str,
        *,
        stream: Optional[bool] = False,
        last_event_id: Optional[str] = None,
        include_input: Optional[bool] = False,
        api_version: Optional[str] = None,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> Union[interactions.Interaction, Stream[interactions.InteractionSSEEvent]]:
        r"""Retrieving an interaction

        Retrieves the full details of a single interaction based on its `Interaction.id`.

        :param id: The unique identifier of the interaction to retrieve.
        :param stream: If set to true, the generated content will be streamed incrementally.
        :param last_event_id: Optional. If set, resumes the interaction stream from the next chunk after the event marked by the event id. Can only be used if `stream` is true.
        :param include_input: If set to true, includes the input in the response.
        :param api_version: Which version of the API to use.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """
        base_url = None
        url_variables = None
        retries: OptionalNullable[utils.RetryConfig] = UNSET
        server_url = None
        http_headers = extra_headers
        timeout_ms = self._coerce_timeout_ms(timeout)
        if timeout_ms is None:
            timeout_ms = self.sdk_configuration.timeout_ms

        if server_url is not None:
            base_url = server_url
        else:
            base_url = self._get_url(base_url, url_variables)

        request = models.GetInteractionByIDRequest(
            id=id,
            stream=stream,
            last_event_id=last_event_id,
            include_input=include_input,
            api_version=api_version,
        )

        _speakeasy_response_mode, http_headers = response_helpers.consume_response_mode(
            http_headers
        )
        req = self._build_request(
            method="GET",
            path="/{api_version}/interactions/{id}",
            base_url=base_url,
            url_variables=url_variables,
            request=request,
            request_body_required=False,
            request_has_path_params=True,
            request_has_query_params=True,
            user_agent_header="user-agent",
            accept_header_value="text/event-stream"
            if stream is True
            else "application/json",
            http_headers=http_headers,
            extra_query_params=extra_query,
            _globals=models.GetInteractionByIDGlobals(
                api_version=self.sdk_configuration.globals.api_version,
            ),
            security=self.sdk_configuration.security,
            allow_empty_value=None,
            timeout_ms=timeout_ms,
        )

        if retries == UNSET:
            if self.sdk_configuration.retry_config is not UNSET:
                retries = self.sdk_configuration.retry_config
            else:
                retries = utils.RetryConfig(
                    "attempt-count-backoff",
                    utils.BackoffStrategy(500, 8000, 2, 30000),
                    True,
                    max_retries=4,
                )

        retry_config = None
        if isinstance(retries, utils.RetryConfig):
            retry_config = (retries, ["408", "409", "429", "5XX"])

        def _speakeasy_parse_response(http_res):
            response_data: Any = None
            if utils.match_response(http_res, "200", "application/json"):
                http_res_text = utils.stream_to_text(http_res)
                return unmarshal_json_response(
                    interactions.Interaction, http_res, http_res_text, validate=False
                )
            if utils.match_response(http_res, "200", "text/event-stream"):
                return Stream(
                    http_res,
                    lambda raw: utils.unmarshal_json(
                        raw, interactions.InteractionSSEStreamEvent
                    ).data,
                    sentinel="[DONE]",
                    client_ref=self,
                )
            if utils.match_response(http_res, "4XX", "application/json"):
                http_res_text = utils.stream_to_text(http_res)
                try:
                    response_data = unmarshal_json_response(
                        errors.GetInteractionByIDClientErrorData,
                        http_res,
                        http_res_text,
                    )
                    raise errors.GetInteractionByIDClientError(
                        response_data, http_res, http_res_text
                    )
                except errors.ResponseValidationError as e:
                    raise errors.GenAiDefaultError(
                        "Error response body did not match expected schema",
                        http_res,
                        http_res_text,
                    ) from e
            if utils.match_response(http_res, "5XX", "application/json"):
                http_res_text = utils.stream_to_text(http_res)
                try:
                    response_data = unmarshal_json_response(
                        errors.GetInteractionByIDServerErrorData,
                        http_res,
                        http_res_text,
                    )
                    raise errors.GetInteractionByIDServerError(
                        response_data, http_res, http_res_text
                    )
                except errors.ResponseValidationError as e:
                    raise errors.GenAiDefaultError(
                        "Error response body did not match expected schema",
                        http_res,
                        http_res_text,
                    ) from e

            http_res_text = utils.stream_to_text(http_res)
            raise errors.GenAiDefaultError(
                "Unexpected response received", http_res, http_res_text
            )

        _speakeasy_hook_ctx = HookContext(
            config=self.sdk_configuration,
            base_url=base_url or "",
            operation_id="getInteractionById",
            oauth2_scopes=None,
            security_source=get_security_from_env(
                self.sdk_configuration.security, types.Security
            ),
            response=ResponseContext(mode=_speakeasy_response_mode, execution="sync"),
        )
        http_res = self.do_request(
            hook_ctx=_speakeasy_hook_ctx,
            request=req,
            is_error_status_code=lambda c: utils.match_status_codes(["4XX", "5XX"], c),
            stream=stream is True or _speakeasy_response_mode == "streaming",
            retry_config=retry_config,
        )
        if _speakeasy_response_mode != "parsed":
            _speakeasy_response_cls = (
                response_helpers.StreamedAPIResponse
                if _speakeasy_response_mode == "streaming"
                else response_helpers.APIResponse
            )
            return cast(
                Any,
                _speakeasy_response_cls(
                    raw=http_res,
                    parser=_speakeasy_parse_response,
                    mode=("event_stream" if stream is True else "buffered"),
                    client_ref=self,
                    hook_ctx=AfterParseErrorContext(_speakeasy_hook_ctx),
                    hooks=self.sdk_configuration.__dict__.get("_hooks"),
                ),
            )
        try:
            return _speakeasy_parse_response(http_res)
        except Exception as parse_exc_:
            response_helpers.raise_parse_error(
                self.sdk_configuration.__dict__["_hooks"],
                AfterParseErrorContext(_speakeasy_hook_ctx),
                http_res,
                parse_exc_,
            )

    def delete(
        self,
        id: str,
        *,
        api_version: Optional[str] = None,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ):
        r"""Deleting an interaction

        Deletes the interaction by id.

        :param id: The unique identifier of the interaction to delete.
        :param api_version: Which version of the API to use.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """
        base_url = None
        url_variables = None
        retries: OptionalNullable[utils.RetryConfig] = UNSET
        server_url = None
        http_headers = extra_headers
        timeout_ms = self._coerce_timeout_ms(timeout)
        if timeout_ms is None:
            timeout_ms = self.sdk_configuration.timeout_ms

        if server_url is not None:
            base_url = server_url
        else:
            base_url = self._get_url(base_url, url_variables)

        request = models.DeleteInteractionRequest(
            id=id,
            api_version=api_version,
        )

        _speakeasy_response_mode, http_headers = response_helpers.consume_response_mode(
            http_headers
        )
        req = self._build_request(
            method="DELETE",
            path="/{api_version}/interactions/{id}",
            base_url=base_url,
            url_variables=url_variables,
            request=request,
            request_body_required=False,
            request_has_path_params=True,
            request_has_query_params=True,
            user_agent_header="user-agent",
            accept_header_value="application/json",
            http_headers=http_headers,
            extra_query_params=extra_query,
            _globals=models.DeleteInteractionGlobals(
                api_version=self.sdk_configuration.globals.api_version,
            ),
            security=self.sdk_configuration.security,
            allow_empty_value=None,
            timeout_ms=timeout_ms,
        )

        if retries == UNSET:
            if self.sdk_configuration.retry_config is not UNSET:
                retries = self.sdk_configuration.retry_config
            else:
                retries = utils.RetryConfig(
                    "attempt-count-backoff",
                    utils.BackoffStrategy(500, 8000, 2, 30000),
                    True,
                    max_retries=4,
                )

        retry_config = None
        if isinstance(retries, utils.RetryConfig):
            retry_config = (retries, ["408", "409", "429", "5XX"])

        def _speakeasy_parse_response(http_res):
            response_data: Any = None
            if utils.match_response(http_res, "200", "*"):
                return
            if utils.match_response(http_res, "4XX", "application/json"):
                try:
                    response_data = unmarshal_json_response(
                        errors.DeleteInteractionClientErrorData, http_res
                    )
                    raise errors.DeleteInteractionClientError(response_data, http_res)
                except errors.ResponseValidationError as e:
                    raise errors.GenAiDefaultError(
                        "Error response body did not match expected schema",
                        http_res,
                        http_res.text,
                    ) from e
            if utils.match_response(http_res, "5XX", "application/json"):
                try:
                    response_data = unmarshal_json_response(
                        errors.DeleteInteractionServerErrorData, http_res
                    )
                    raise errors.DeleteInteractionServerError(response_data, http_res)
                except errors.ResponseValidationError as e:
                    raise errors.GenAiDefaultError(
                        "Error response body did not match expected schema",
                        http_res,
                        http_res.text,
                    ) from e

            raise errors.GenAiDefaultError("Unexpected response received", http_res)

        _speakeasy_hook_ctx = HookContext(
            config=self.sdk_configuration,
            base_url=base_url or "",
            operation_id="deleteInteraction",
            oauth2_scopes=None,
            security_source=get_security_from_env(
                self.sdk_configuration.security, types.Security
            ),
            response=ResponseContext(mode=_speakeasy_response_mode, execution="sync"),
        )
        http_res = self.do_request(
            hook_ctx=_speakeasy_hook_ctx,
            request=req,
            is_error_status_code=lambda c: utils.match_status_codes(["4XX", "5XX"], c),
            stream=_speakeasy_response_mode == "streaming",
            retry_config=retry_config,
        )
        if _speakeasy_response_mode != "parsed":
            _speakeasy_response_cls = (
                response_helpers.StreamedAPIResponse
                if _speakeasy_response_mode == "streaming"
                else response_helpers.APIResponse
            )
            return cast(
                Any,
                _speakeasy_response_cls(
                    raw=http_res,
                    parser=_speakeasy_parse_response,
                    mode="buffered",
                    client_ref=self,
                    hook_ctx=AfterParseErrorContext(_speakeasy_hook_ctx),
                    hooks=self.sdk_configuration.__dict__.get("_hooks"),
                ),
            )
        try:
            return _speakeasy_parse_response(http_res)
        except Exception as parse_exc_:
            response_helpers.raise_parse_error(
                self.sdk_configuration.__dict__["_hooks"],
                AfterParseErrorContext(_speakeasy_hook_ctx),
                http_res,
                parse_exc_,
            )

    def cancel(
        self,
        id: str,
        *,
        api_version: Optional[str] = None,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> interactions.Interaction:
        r"""Canceling an interaction

        Cancels an interaction by id. This only applies to background interactions that are still running.

        :param id: The unique identifier of the interaction to cancel.
        :param api_version: Which version of the API to use.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """
        base_url = None
        url_variables = None
        retries: OptionalNullable[utils.RetryConfig] = UNSET
        server_url = None
        http_headers = extra_headers
        timeout_ms = self._coerce_timeout_ms(timeout)
        if timeout_ms is None:
            timeout_ms = self.sdk_configuration.timeout_ms

        if server_url is not None:
            base_url = server_url
        else:
            base_url = self._get_url(base_url, url_variables)

        request = models.CancelInteractionByIDRequest(
            id=id,
            api_version=api_version,
        )

        _speakeasy_response_mode, http_headers = response_helpers.consume_response_mode(
            http_headers
        )
        req = self._build_request(
            method="POST",
            path="/{api_version}/interactions/{id}/cancel",
            base_url=base_url,
            url_variables=url_variables,
            request=request,
            request_body_required=False,
            request_has_path_params=True,
            request_has_query_params=True,
            user_agent_header="user-agent",
            accept_header_value="application/json",
            http_headers=http_headers,
            extra_query_params=extra_query,
            _globals=models.CancelInteractionByIDGlobals(
                api_version=self.sdk_configuration.globals.api_version,
            ),
            security=self.sdk_configuration.security,
            allow_empty_value=None,
            timeout_ms=timeout_ms,
        )

        if retries == UNSET:
            if self.sdk_configuration.retry_config is not UNSET:
                retries = self.sdk_configuration.retry_config
            else:
                retries = utils.RetryConfig(
                    "attempt-count-backoff",
                    utils.BackoffStrategy(500, 8000, 2, 30000),
                    True,
                    max_retries=4,
                )

        retry_config = None
        if isinstance(retries, utils.RetryConfig):
            retry_config = (retries, ["408", "409", "429", "5XX"])

        def _speakeasy_parse_response(http_res):
            response_data: Any = None
            if utils.match_response(http_res, "200", "application/json"):
                return unmarshal_json_response(
                    interactions.Interaction, http_res, validate=False
                )
            if utils.match_response(http_res, "4XX", "application/json"):
                try:
                    response_data = unmarshal_json_response(
                        errors.CancelInteractionByIDClientErrorData, http_res
                    )
                    raise errors.CancelInteractionByIDClientError(
                        response_data, http_res
                    )
                except errors.ResponseValidationError as e:
                    raise errors.GenAiDefaultError(
                        "Error response body did not match expected schema",
                        http_res,
                        http_res.text,
                    ) from e
            if utils.match_response(http_res, "5XX", "application/json"):
                try:
                    response_data = unmarshal_json_response(
                        errors.CancelInteractionByIDServerErrorData, http_res
                    )
                    raise errors.CancelInteractionByIDServerError(
                        response_data, http_res
                    )
                except errors.ResponseValidationError as e:
                    raise errors.GenAiDefaultError(
                        "Error response body did not match expected schema",
                        http_res,
                        http_res.text,
                    ) from e

            raise errors.GenAiDefaultError("Unexpected response received", http_res)

        _speakeasy_hook_ctx = HookContext(
            config=self.sdk_configuration,
            base_url=base_url or "",
            operation_id="cancelInteractionById",
            oauth2_scopes=None,
            security_source=get_security_from_env(
                self.sdk_configuration.security, types.Security
            ),
            response=ResponseContext(mode=_speakeasy_response_mode, execution="sync"),
        )
        http_res = self.do_request(
            hook_ctx=_speakeasy_hook_ctx,
            request=req,
            is_error_status_code=lambda c: utils.match_status_codes(["4XX", "5XX"], c),
            stream=_speakeasy_response_mode == "streaming",
            retry_config=retry_config,
        )
        if _speakeasy_response_mode != "parsed":
            _speakeasy_response_cls = (
                response_helpers.StreamedAPIResponse
                if _speakeasy_response_mode == "streaming"
                else response_helpers.APIResponse
            )
            return cast(
                Any,
                _speakeasy_response_cls(
                    raw=http_res,
                    parser=_speakeasy_parse_response,
                    mode="buffered",
                    client_ref=self,
                    hook_ctx=AfterParseErrorContext(_speakeasy_hook_ctx),
                    hooks=self.sdk_configuration.__dict__.get("_hooks"),
                ),
            )
        try:
            return _speakeasy_parse_response(http_res)
        except Exception as parse_exc_:
            response_helpers.raise_parse_error(
                self.sdk_configuration.__dict__["_hooks"],
                AfterParseErrorContext(_speakeasy_hook_ctx),
                http_res,
                parse_exc_,
            )


class InteractionsWithRawResponse:
    def __init__(self, sdk: Interactions) -> None:
        self._sdk = sdk
        self.create = response_helpers.to_raw_response_wrapper(
            sdk.create, "extra_headers"
        )
        self.get = response_helpers.to_raw_response_wrapper(sdk.get, "extra_headers")
        self.delete = response_helpers.to_raw_response_wrapper(
            sdk.delete, "extra_headers"
        )
        self.cancel = response_helpers.to_raw_response_wrapper(
            sdk.cancel, "extra_headers"
        )


class InteractionsWithStreamingResponse:
    def __init__(self, sdk: Interactions) -> None:
        self._sdk = sdk
        self.create = response_helpers.to_streamed_response_wrapper(
            sdk.create, "extra_headers"
        )
        self.get = response_helpers.to_streamed_response_wrapper(
            sdk.get, "extra_headers"
        )
        self.delete = response_helpers.to_streamed_response_wrapper(
            sdk.delete, "extra_headers"
        )
        self.cancel = response_helpers.to_streamed_response_wrapper(
            sdk.cancel, "extra_headers"
        )


class AsyncInteractions(AsyncBaseSDK):
    @property
    def with_raw_response(self):
        return AsyncInteractionsWithRawResponse(self)

    @property
    def with_streaming_response(self):
        return AsyncInteractionsWithStreamingResponse(self)

    @overload
    async def create(
        self,
        *,
        request: Union[
            models.CreateInteractionRequest, models.CreateInteractionRequestParam
        ],
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        extra_body: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> Union[interactions.Interaction, AsyncStream[interactions.InteractionSSEEvent]]:
        r"""Creating an interaction

        Creates a new interaction.

        :param body: The request body.
        :param api_version: Which version of the API to use.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param extra_body: Additional JSON object fields to merge into request bodies.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """

    @overload
    async def create(
        self,
        *,
        api_version: Optional[str] = None,
        model: interactions.Model,
        stream: Union[Literal[False], None] = None,
        store: bool = ...,
        background: bool = ...,
        system_instruction: str = ...,
        tools: List[interactions.ToolParam] = ...,
        response_modalities: List[interactions.ResponseModality] = ...,
        response_mime_type: str = ...,
        previous_interaction_id: str = ...,
        service_tier: interactions.ServiceTier = ...,
        webhook_config: interactions.WebhookConfigParam = ...,
        response_format: interactions.CreateModelInteractionResponseFormatParam = ...,
        environment: interactions.CreateModelInteractionEnvironmentParam = ...,
        generation_config: interactions.GenerationConfigParam = ...,
        cached_content: str = ...,
        input: interactions.InteractionsInputParam,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        extra_body: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> interactions.Interaction:
        r"""Creating an interaction

        Creates a new interaction.

        :param api_version: Which version of the API to use.
        :param model: The model that will complete your prompt.\n\nSee [models](https://ai.google.dev/gemini-api/docs/models) for additional details.
        :param stream: Input only. Whether the interaction will be streamed.
        :param store: Input only. Whether to store the response and request for later retrieval.
        :param background: Input only. Whether to run the model interaction in the background.
        :param system_instruction: System instruction for the interaction.
        :param tools: A list of tool declarations the model may call during interaction.
        :param response_modalities: The requested modalities of the response (TEXT, IMAGE, AUDIO).
        :param response_mime_type: The mime type of the response. This is required if response_format is set.
        :param previous_interaction_id: The ID of the previous interaction, if any.
        :param service_tier:
        :param webhook_config: Message for configuring webhook events for a request.
        :param response_format: Enforces that the generated response is a JSON object that complies with the JSON schema specified in this field.
        :param environment: The environment configuration for the interaction. Can be an object specifying remote environment sources or a string referencing an existing environment ID.
        :param generation_config: Configuration parameters for model interactions.
        :param cached_content: The name of the cached content used as context to serve the prediction.
            Note: only used in explicit caching, where users can have control over
            caching (e.g. what content to cache) and enjoy guaranteed cost savings.
            Format:
            `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
        :param input: The input for the interaction.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param extra_body: Additional JSON object fields to merge into request bodies.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """

    @overload
    async def create(
        self,
        *,
        api_version: Optional[str] = None,
        model: interactions.Model,
        stream: Literal[True],
        store: bool = ...,
        background: bool = ...,
        system_instruction: str = ...,
        tools: List[interactions.ToolParam] = ...,
        response_modalities: List[interactions.ResponseModality] = ...,
        response_mime_type: str = ...,
        previous_interaction_id: str = ...,
        service_tier: interactions.ServiceTier = ...,
        webhook_config: interactions.WebhookConfigParam = ...,
        response_format: interactions.CreateModelInteractionResponseFormatParam = ...,
        environment: interactions.CreateModelInteractionEnvironmentParam = ...,
        generation_config: interactions.GenerationConfigParam = ...,
        cached_content: str = ...,
        input: interactions.InteractionsInputParam,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        extra_body: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> AsyncStream[interactions.InteractionSSEEvent]:
        r"""Creating an interaction

        Creates a new interaction.

        :param api_version: Which version of the API to use.
        :param model: The model that will complete your prompt.\n\nSee [models](https://ai.google.dev/gemini-api/docs/models) for additional details.
        :param stream: Input only. Whether the interaction will be streamed.
        :param store: Input only. Whether to store the response and request for later retrieval.
        :param background: Input only. Whether to run the model interaction in the background.
        :param system_instruction: System instruction for the interaction.
        :param tools: A list of tool declarations the model may call during interaction.
        :param response_modalities: The requested modalities of the response (TEXT, IMAGE, AUDIO).
        :param response_mime_type: The mime type of the response. This is required if response_format is set.
        :param previous_interaction_id: The ID of the previous interaction, if any.
        :param service_tier:
        :param webhook_config: Message for configuring webhook events for a request.
        :param response_format: Enforces that the generated response is a JSON object that complies with the JSON schema specified in this field.
        :param environment: The environment configuration for the interaction. Can be an object specifying remote environment sources or a string referencing an existing environment ID.
        :param generation_config: Configuration parameters for model interactions.
        :param cached_content: The name of the cached content used as context to serve the prediction.
            Note: only used in explicit caching, where users can have control over
            caching (e.g. what content to cache) and enjoy guaranteed cost savings.
            Format:
            `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
        :param input: The input for the interaction.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param extra_body: Additional JSON object fields to merge into request bodies.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """

    @overload
    async def create(
        self,
        *,
        api_version: Optional[str] = None,
        agent: interactions.AgentOption,
        stream: Union[Literal[False], None] = None,
        store: bool = ...,
        background: bool = ...,
        system_instruction: str = ...,
        tools: List[interactions.ToolParam] = ...,
        response_modalities: List[interactions.ResponseModality] = ...,
        response_mime_type: str = ...,
        previous_interaction_id: str = ...,
        service_tier: interactions.ServiceTier = ...,
        webhook_config: interactions.WebhookConfigParam = ...,
        response_format: interactions.CreateAgentInteractionResponseFormatParam = ...,
        environment: interactions.CreateAgentInteractionEnvironmentParam = ...,
        agent_config: interactions.CreateAgentInteractionAgentConfigParam = ...,
        input: interactions.InteractionsInputParam,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        extra_body: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> interactions.Interaction:
        r"""Creating an interaction

        Creates a new interaction.

        :param api_version: Which version of the API to use.
        :param agent: The agent to interact with.
        :param stream: Input only. Whether the interaction will be streamed.
        :param store: Input only. Whether to store the response and request for later retrieval.
        :param background: Input only. Whether to run the model interaction in the background.
        :param system_instruction: System instruction for the interaction.
        :param tools: A list of tool declarations the model may call during interaction.
        :param response_modalities: The requested modalities of the response (TEXT, IMAGE, AUDIO).
        :param response_mime_type: The mime type of the response. This is required if response_format is set.
        :param previous_interaction_id: The ID of the previous interaction, if any.
        :param service_tier:
        :param webhook_config: Message for configuring webhook events for a request.
        :param response_format: Enforces that the generated response is a JSON object that complies with the JSON schema specified in this field.
        :param environment: The environment configuration for the interaction. Can be an object specifying remote environment sources or a string referencing an existing environment ID.
        :param agent_config: Configuration parameters for the agent interaction.
        :param input: The input for the interaction.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param extra_body: Additional JSON object fields to merge into request bodies.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """

    @overload
    async def create(
        self,
        *,
        api_version: Optional[str] = None,
        agent: interactions.AgentOption,
        stream: Literal[True],
        store: bool = ...,
        background: bool = ...,
        system_instruction: str = ...,
        tools: List[interactions.ToolParam] = ...,
        response_modalities: List[interactions.ResponseModality] = ...,
        response_mime_type: str = ...,
        previous_interaction_id: str = ...,
        service_tier: interactions.ServiceTier = ...,
        webhook_config: interactions.WebhookConfigParam = ...,
        response_format: interactions.CreateAgentInteractionResponseFormatParam = ...,
        environment: interactions.CreateAgentInteractionEnvironmentParam = ...,
        agent_config: interactions.CreateAgentInteractionAgentConfigParam = ...,
        input: interactions.InteractionsInputParam,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        extra_body: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> AsyncStream[interactions.InteractionSSEEvent]:
        r"""Creating an interaction

        Creates a new interaction.

        :param api_version: Which version of the API to use.
        :param agent: The agent to interact with.
        :param stream: Input only. Whether the interaction will be streamed.
        :param store: Input only. Whether to store the response and request for later retrieval.
        :param background: Input only. Whether to run the model interaction in the background.
        :param system_instruction: System instruction for the interaction.
        :param tools: A list of tool declarations the model may call during interaction.
        :param response_modalities: The requested modalities of the response (TEXT, IMAGE, AUDIO).
        :param response_mime_type: The mime type of the response. This is required if response_format is set.
        :param previous_interaction_id: The ID of the previous interaction, if any.
        :param service_tier:
        :param webhook_config: Message for configuring webhook events for a request.
        :param response_format: Enforces that the generated response is a JSON object that complies with the JSON schema specified in this field.
        :param environment: The environment configuration for the interaction. Can be an object specifying remote environment sources or a string referencing an existing environment ID.
        :param agent_config: Configuration parameters for the agent interaction.
        :param input: The input for the interaction.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param extra_body: Additional JSON object fields to merge into request bodies.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """

    @overload
    async def create(
        self,
        *,
        request: OptionalNullable[
            Union[models.CreateInteractionRequest, models.CreateInteractionRequestParam]
        ] = UNSET,
        api_version: OptionalNullable[str] = UNSET,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        extra_body: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
        **body_kwargs: Any,
    ) -> Union[interactions.Interaction, AsyncStream[interactions.InteractionSSEEvent]]:
        r"""Creating an interaction

        Creates a new interaction.

        :param api_version: Which version of the API to use.
        :param model: The model that will complete your prompt.\n\nSee [models](https://ai.google.dev/gemini-api/docs/models) for additional details.
        :param stream: Input only. Whether the interaction will be streamed.
        :param store: Input only. Whether to store the response and request for later retrieval.
        :param background: Input only. Whether to run the model interaction in the background.
        :param system_instruction: System instruction for the interaction.
        :param tools: A list of tool declarations the model may call during interaction.
        :param response_modalities: The requested modalities of the response (TEXT, IMAGE, AUDIO).
        :param response_mime_type: The mime type of the response. This is required if response_format is set.
        :param previous_interaction_id: The ID of the previous interaction, if any.
        :param service_tier:
        :param webhook_config: Message for configuring webhook events for a request.
        :param response_format: Enforces that the generated response is a JSON object that complies with the JSON schema specified in this field.
        :param environment: The environment configuration for the interaction. Can be an object specifying remote environment sources or a string referencing an existing environment ID.
        :param generation_config: Configuration parameters for model interactions.
        :param cached_content: The name of the cached content used as context to serve the prediction.
            Note: only used in explicit caching, where users can have control over
            caching (e.g. what content to cache) and enjoy guaranteed cost savings.
            Format:
            `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
        :param input: The input for the interaction.
        :param agent: The agent to interact with.
        :param agent_config: Configuration parameters for the agent interaction.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param extra_body: Additional JSON object fields to merge into request bodies.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """

    async def create(
        self,
        *,
        request: OptionalNullable[
            Union[models.CreateInteractionRequest, models.CreateInteractionRequestParam]
        ] = UNSET,
        api_version: OptionalNullable[str] = UNSET,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        extra_body: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
        **body_kwargs: Any,
    ) -> Union[interactions.Interaction, AsyncStream[interactions.InteractionSSEEvent]]:
        r"""Creating an interaction

        Creates a new interaction.

        :param api_version: Which version of the API to use.
        :param model: The model that will complete your prompt.\n\nSee [models](https://ai.google.dev/gemini-api/docs/models) for additional details.
        :param stream: Input only. Whether the interaction will be streamed.
        :param store: Input only. Whether to store the response and request for later retrieval.
        :param background: Input only. Whether to run the model interaction in the background.
        :param system_instruction: System instruction for the interaction.
        :param tools: A list of tool declarations the model may call during interaction.
        :param response_modalities: The requested modalities of the response (TEXT, IMAGE, AUDIO).
        :param response_mime_type: The mime type of the response. This is required if response_format is set.
        :param previous_interaction_id: The ID of the previous interaction, if any.
        :param service_tier:
        :param webhook_config: Message for configuring webhook events for a request.
        :param response_format: Enforces that the generated response is a JSON object that complies with the JSON schema specified in this field.
        :param environment: The environment configuration for the interaction. Can be an object specifying remote environment sources or a string referencing an existing environment ID.
        :param generation_config: Configuration parameters for model interactions.
        :param cached_content: The name of the cached content used as context to serve the prediction.
            Note: only used in explicit caching, where users can have control over
            caching (e.g. what content to cache) and enjoy guaranteed cost savings.
            Format:
            `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
        :param input: The input for the interaction.
        :param agent: The agent to interact with.
        :param agent_config: Configuration parameters for the agent interaction.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param extra_body: Additional JSON object fields to merge into request bodies.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """
        if "model" in body_kwargs and "agent" in body_kwargs:
            raise ValueError("Cannot supply both 'model' and 'agent'.")
        if "model" in body_kwargs and "agent_config" in body_kwargs:
            raise ValueError("Cannot supply both 'model' and 'agent_config'.")
        if "generation_config" in body_kwargs and "agent" in body_kwargs:
            raise ValueError("Cannot supply both 'generation_config' and 'agent'.")
        if "generation_config" in body_kwargs and "agent_config" in body_kwargs:
            raise ValueError(
                "Cannot supply both 'generation_config' and 'agent_config'."
            )
        if "cached_content" in body_kwargs and "agent" in body_kwargs:
            raise ValueError("Cannot supply both 'cached_content' and 'agent'.")
        if "cached_content" in body_kwargs and "agent_config" in body_kwargs:
            raise ValueError("Cannot supply both 'cached_content' and 'agent_config'.")
        base_url = None
        url_variables = None
        retries: OptionalNullable[utils.RetryConfig] = UNSET
        server_url = None
        http_headers = extra_headers
        timeout_ms = self._coerce_timeout_ms(timeout)
        if timeout_ms is None:
            timeout_ms = self.sdk_configuration.timeout_ms

        if server_url is not None:
            base_url = server_url
        else:
            base_url = self._get_url(base_url, url_variables)

        if request is not UNSET:
            request = cast(
                models.CreateInteractionRequest,
                request
                if isinstance(request, BaseModel)
                else utils.unmarshal(
                    cast(Any, request), models.CreateInteractionRequest
                ),
            )
        else:
            _body_kwargs = dict(body_kwargs)
            _body_kwargs = {k: v for k, v in _body_kwargs.items() if v is not UNSET}
            _request_kwargs: dict[str, Any] = {"api_version": api_version}
            _request_kwargs = {
                k: v for k, v in _request_kwargs.items() if v is not UNSET
            }
            _request_kwargs["body"] = _body_kwargs
            request = cast(
                models.CreateInteractionRequest,
                utils.unmarshal(_request_kwargs, models.CreateInteractionRequest),
            )

        _speakeasy_response_mode, http_headers = response_helpers.consume_response_mode(
            http_headers
        )
        req = self._build_request_async(
            method="POST",
            path="/{api_version}/interactions",
            base_url=base_url,
            url_variables=url_variables,
            request=request,
            request_body_required=True,
            request_has_path_params=True,
            request_has_query_params=True,
            user_agent_header="user-agent",
            accept_header_value="text/event-stream"
            if getattr(getattr(request, "body", None), "stream", False) is True
            else "application/json",
            http_headers=http_headers,
            extra_query_params=extra_query,
            _globals=models.CreateInteractionGlobals(
                api_version=self.sdk_configuration.globals.api_version,
            ),
            security=self.sdk_configuration.security,
            get_serialized_body=lambda: utils.serialize_request_body(
                request.body,
                False,
                False,
                "json",
                models.CreateInteractionRequestBody,
                extra_body=extra_body,
            ),
            allow_empty_value=None,
            timeout_ms=timeout_ms,
        )

        if retries == UNSET:
            if self.sdk_configuration.retry_config is not UNSET:
                retries = self.sdk_configuration.retry_config
            else:
                retries = utils.RetryConfig(
                    "attempt-count-backoff",
                    utils.BackoffStrategy(500, 8000, 2, 30000),
                    True,
                    max_retries=4,
                )

        retry_config = None
        if isinstance(retries, utils.RetryConfig):
            retry_config = (retries, ["408", "409", "429", "5XX"])

        async def _speakeasy_parse_response(http_res):
            response_data: Any = None
            if utils.match_response(http_res, "200", "application/json"):
                http_res_text = await utils.stream_to_text_async(http_res)
                return unmarshal_json_response(
                    interactions.Interaction, http_res, http_res_text, validate=False
                )
            if utils.match_response(http_res, "200", "text/event-stream"):
                return AsyncStream(
                    http_res,
                    lambda raw: utils.unmarshal_json(
                        raw, interactions.InteractionSSEStreamEvent
                    ).data,
                    sentinel="[DONE]",
                    client_ref=self,
                )
            if utils.match_response(http_res, "4XX", "application/json"):
                http_res_text = await utils.stream_to_text_async(http_res)
                try:
                    response_data = unmarshal_json_response(
                        errors.CreateInteractionClientErrorData, http_res, http_res_text
                    )
                    raise errors.CreateInteractionClientError(
                        response_data, http_res, http_res_text
                    )
                except errors.ResponseValidationError as e:
                    raise errors.GenAiDefaultError(
                        "Error response body did not match expected schema",
                        http_res,
                        http_res_text,
                    ) from e
            if utils.match_response(http_res, "5XX", "application/json"):
                http_res_text = await utils.stream_to_text_async(http_res)
                try:
                    response_data = unmarshal_json_response(
                        errors.CreateInteractionServerErrorData, http_res, http_res_text
                    )
                    raise errors.CreateInteractionServerError(
                        response_data, http_res, http_res_text
                    )
                except errors.ResponseValidationError as e:
                    raise errors.GenAiDefaultError(
                        "Error response body did not match expected schema",
                        http_res,
                        http_res_text,
                    ) from e

            http_res_text = await utils.stream_to_text_async(http_res)
            raise errors.GenAiDefaultError(
                "Unexpected response received", http_res, http_res_text
            )

        _speakeasy_hook_ctx = HookContext(
            config=self.sdk_configuration,
            base_url=base_url or "",
            operation_id="CreateInteraction",
            oauth2_scopes=None,
            security_source=get_security_from_env(
                self.sdk_configuration.security, types.Security
            ),
            response=ResponseContext(mode=_speakeasy_response_mode, execution="async"),
        )
        http_res = await self.do_request_async(
            hook_ctx=_speakeasy_hook_ctx,
            request=req,
            is_error_status_code=lambda c: utils.match_status_codes(["4XX", "5XX"], c),
            stream=getattr(getattr(request, "body", None), "stream", False) is True
            or _speakeasy_response_mode == "streaming",
            retry_config=retry_config,
        )
        if _speakeasy_response_mode != "parsed":
            _speakeasy_response_cls = (
                response_helpers.AsyncStreamedAPIResponse
                if _speakeasy_response_mode == "streaming"
                else response_helpers.AsyncAPIResponse
            )
            return cast(
                Any,
                _speakeasy_response_cls(
                    raw=http_res,
                    parser=_speakeasy_parse_response,
                    mode=(
                        "event_stream"
                        if getattr(getattr(request, "body", None), "stream", False)
                        is True
                        else "buffered"
                    ),
                    client_ref=self,
                    hook_ctx=AfterParseErrorContext(_speakeasy_hook_ctx),
                    hooks=self.sdk_configuration.__dict__.get("_hooks"),
                    async_hooks=self.sdk_configuration.__dict__.get("_async_hooks"),
                ),
            )
        try:
            return await _speakeasy_parse_response(http_res)
        except Exception as parse_exc_:
            await response_helpers.raise_parse_error_async(
                self.sdk_configuration.__dict__.get("_async_hooks"),
                self.sdk_configuration.__dict__.get("_hooks"),
                AfterParseErrorContext(_speakeasy_hook_ctx),
                http_res,
                parse_exc_,
            )

    @overload
    async def get(
        self,
        id: str,
        *,
        stream: Union[Literal[False], None] = None,
        last_event_id: Optional[str] = None,
        include_input: Optional[bool] = False,
        api_version: Optional[str] = None,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> interactions.Interaction:
        r"""Retrieving an interaction

        Retrieves the full details of a single interaction based on its `Interaction.id`.

        :param id: The unique identifier of the interaction to retrieve.
        :param stream: If set to true, the generated content will be streamed incrementally.
        :param last_event_id: Optional. If set, resumes the interaction stream from the next chunk after the event marked by the event id. Can only be used if `stream` is true.
        :param include_input: If set to true, includes the input in the response.
        :param api_version: Which version of the API to use.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """

    @overload
    async def get(
        self,
        id: str,
        *,
        stream: Literal[True],
        last_event_id: Optional[str] = None,
        include_input: Optional[bool] = False,
        api_version: Optional[str] = None,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> AsyncStream[interactions.InteractionSSEEvent]:
        r"""Retrieving an interaction

        Retrieves the full details of a single interaction based on its `Interaction.id`.

        :param id: The unique identifier of the interaction to retrieve.
        :param stream: If set to true, the generated content will be streamed incrementally.
        :param last_event_id: Optional. If set, resumes the interaction stream from the next chunk after the event marked by the event id. Can only be used if `stream` is true.
        :param include_input: If set to true, includes the input in the response.
        :param api_version: Which version of the API to use.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """

    @overload
    async def get(
        self,
        id: str,
        *,
        stream: bool,
        last_event_id: Optional[str] = None,
        include_input: Optional[bool] = False,
        api_version: Optional[str] = None,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> Union[interactions.Interaction, AsyncStream[interactions.InteractionSSEEvent]]:
        r"""Retrieving an interaction

        Retrieves the full details of a single interaction based on its `Interaction.id`.

        :param id: The unique identifier of the interaction to retrieve.
        :param stream: If set to true, the generated content will be streamed incrementally.
        :param last_event_id: Optional. If set, resumes the interaction stream from the next chunk after the event marked by the event id. Can only be used if `stream` is true.
        :param include_input: If set to true, includes the input in the response.
        :param api_version: Which version of the API to use.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """

    async def get(
        self,
        id: str,
        *,
        stream: Optional[bool] = False,
        last_event_id: Optional[str] = None,
        include_input: Optional[bool] = False,
        api_version: Optional[str] = None,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> Union[interactions.Interaction, AsyncStream[interactions.InteractionSSEEvent]]:
        r"""Retrieving an interaction

        Retrieves the full details of a single interaction based on its `Interaction.id`.

        :param id: The unique identifier of the interaction to retrieve.
        :param stream: If set to true, the generated content will be streamed incrementally.
        :param last_event_id: Optional. If set, resumes the interaction stream from the next chunk after the event marked by the event id. Can only be used if `stream` is true.
        :param include_input: If set to true, includes the input in the response.
        :param api_version: Which version of the API to use.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """
        base_url = None
        url_variables = None
        retries: OptionalNullable[utils.RetryConfig] = UNSET
        server_url = None
        http_headers = extra_headers
        timeout_ms = self._coerce_timeout_ms(timeout)
        if timeout_ms is None:
            timeout_ms = self.sdk_configuration.timeout_ms

        if server_url is not None:
            base_url = server_url
        else:
            base_url = self._get_url(base_url, url_variables)

        request = models.GetInteractionByIDRequest(
            id=id,
            stream=stream,
            last_event_id=last_event_id,
            include_input=include_input,
            api_version=api_version,
        )

        _speakeasy_response_mode, http_headers = response_helpers.consume_response_mode(
            http_headers
        )
        req = self._build_request_async(
            method="GET",
            path="/{api_version}/interactions/{id}",
            base_url=base_url,
            url_variables=url_variables,
            request=request,
            request_body_required=False,
            request_has_path_params=True,
            request_has_query_params=True,
            user_agent_header="user-agent",
            accept_header_value="text/event-stream"
            if stream is True
            else "application/json",
            http_headers=http_headers,
            extra_query_params=extra_query,
            _globals=models.GetInteractionByIDGlobals(
                api_version=self.sdk_configuration.globals.api_version,
            ),
            security=self.sdk_configuration.security,
            allow_empty_value=None,
            timeout_ms=timeout_ms,
        )

        if retries == UNSET:
            if self.sdk_configuration.retry_config is not UNSET:
                retries = self.sdk_configuration.retry_config
            else:
                retries = utils.RetryConfig(
                    "attempt-count-backoff",
                    utils.BackoffStrategy(500, 8000, 2, 30000),
                    True,
                    max_retries=4,
                )

        retry_config = None
        if isinstance(retries, utils.RetryConfig):
            retry_config = (retries, ["408", "409", "429", "5XX"])

        async def _speakeasy_parse_response(http_res):
            response_data: Any = None
            if utils.match_response(http_res, "200", "application/json"):
                http_res_text = await utils.stream_to_text_async(http_res)
                return unmarshal_json_response(
                    interactions.Interaction, http_res, http_res_text, validate=False
                )
            if utils.match_response(http_res, "200", "text/event-stream"):
                return AsyncStream(
                    http_res,
                    lambda raw: utils.unmarshal_json(
                        raw, interactions.InteractionSSEStreamEvent
                    ).data,
                    sentinel="[DONE]",
                    client_ref=self,
                )
            if utils.match_response(http_res, "4XX", "application/json"):
                http_res_text = await utils.stream_to_text_async(http_res)
                try:
                    response_data = unmarshal_json_response(
                        errors.GetInteractionByIDClientErrorData,
                        http_res,
                        http_res_text,
                    )
                    raise errors.GetInteractionByIDClientError(
                        response_data, http_res, http_res_text
                    )
                except errors.ResponseValidationError as e:
                    raise errors.GenAiDefaultError(
                        "Error response body did not match expected schema",
                        http_res,
                        http_res_text,
                    ) from e
            if utils.match_response(http_res, "5XX", "application/json"):
                http_res_text = await utils.stream_to_text_async(http_res)
                try:
                    response_data = unmarshal_json_response(
                        errors.GetInteractionByIDServerErrorData,
                        http_res,
                        http_res_text,
                    )
                    raise errors.GetInteractionByIDServerError(
                        response_data, http_res, http_res_text
                    )
                except errors.ResponseValidationError as e:
                    raise errors.GenAiDefaultError(
                        "Error response body did not match expected schema",
                        http_res,
                        http_res_text,
                    ) from e

            http_res_text = await utils.stream_to_text_async(http_res)
            raise errors.GenAiDefaultError(
                "Unexpected response received", http_res, http_res_text
            )

        _speakeasy_hook_ctx = HookContext(
            config=self.sdk_configuration,
            base_url=base_url or "",
            operation_id="getInteractionById",
            oauth2_scopes=None,
            security_source=get_security_from_env(
                self.sdk_configuration.security, types.Security
            ),
            response=ResponseContext(mode=_speakeasy_response_mode, execution="async"),
        )
        http_res = await self.do_request_async(
            hook_ctx=_speakeasy_hook_ctx,
            request=req,
            is_error_status_code=lambda c: utils.match_status_codes(["4XX", "5XX"], c),
            stream=stream is True or _speakeasy_response_mode == "streaming",
            retry_config=retry_config,
        )
        if _speakeasy_response_mode != "parsed":
            _speakeasy_response_cls = (
                response_helpers.AsyncStreamedAPIResponse
                if _speakeasy_response_mode == "streaming"
                else response_helpers.AsyncAPIResponse
            )
            return cast(
                Any,
                _speakeasy_response_cls(
                    raw=http_res,
                    parser=_speakeasy_parse_response,
                    mode=("event_stream" if stream is True else "buffered"),
                    client_ref=self,
                    hook_ctx=AfterParseErrorContext(_speakeasy_hook_ctx),
                    hooks=self.sdk_configuration.__dict__.get("_hooks"),
                    async_hooks=self.sdk_configuration.__dict__.get("_async_hooks"),
                ),
            )
        try:
            return await _speakeasy_parse_response(http_res)
        except Exception as parse_exc_:
            await response_helpers.raise_parse_error_async(
                self.sdk_configuration.__dict__.get("_async_hooks"),
                self.sdk_configuration.__dict__.get("_hooks"),
                AfterParseErrorContext(_speakeasy_hook_ctx),
                http_res,
                parse_exc_,
            )

    async def delete(
        self,
        id: str,
        *,
        api_version: Optional[str] = None,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ):
        r"""Deleting an interaction

        Deletes the interaction by id.

        :param id: The unique identifier of the interaction to delete.
        :param api_version: Which version of the API to use.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """
        base_url = None
        url_variables = None
        retries: OptionalNullable[utils.RetryConfig] = UNSET
        server_url = None
        http_headers = extra_headers
        timeout_ms = self._coerce_timeout_ms(timeout)
        if timeout_ms is None:
            timeout_ms = self.sdk_configuration.timeout_ms

        if server_url is not None:
            base_url = server_url
        else:
            base_url = self._get_url(base_url, url_variables)

        request = models.DeleteInteractionRequest(
            id=id,
            api_version=api_version,
        )

        _speakeasy_response_mode, http_headers = response_helpers.consume_response_mode(
            http_headers
        )
        req = self._build_request_async(
            method="DELETE",
            path="/{api_version}/interactions/{id}",
            base_url=base_url,
            url_variables=url_variables,
            request=request,
            request_body_required=False,
            request_has_path_params=True,
            request_has_query_params=True,
            user_agent_header="user-agent",
            accept_header_value="application/json",
            http_headers=http_headers,
            extra_query_params=extra_query,
            _globals=models.DeleteInteractionGlobals(
                api_version=self.sdk_configuration.globals.api_version,
            ),
            security=self.sdk_configuration.security,
            allow_empty_value=None,
            timeout_ms=timeout_ms,
        )

        if retries == UNSET:
            if self.sdk_configuration.retry_config is not UNSET:
                retries = self.sdk_configuration.retry_config
            else:
                retries = utils.RetryConfig(
                    "attempt-count-backoff",
                    utils.BackoffStrategy(500, 8000, 2, 30000),
                    True,
                    max_retries=4,
                )

        retry_config = None
        if isinstance(retries, utils.RetryConfig):
            retry_config = (retries, ["408", "409", "429", "5XX"])

        async def _speakeasy_parse_response(http_res):
            response_data: Any = None
            if utils.match_response(http_res, "200", "*"):
                return
            if utils.match_response(http_res, "4XX", "application/json"):
                try:
                    response_data = unmarshal_json_response(
                        errors.DeleteInteractionClientErrorData, http_res
                    )
                    raise errors.DeleteInteractionClientError(response_data, http_res)
                except errors.ResponseValidationError as e:
                    raise errors.GenAiDefaultError(
                        "Error response body did not match expected schema",
                        http_res,
                        http_res.text,
                    ) from e
            if utils.match_response(http_res, "5XX", "application/json"):
                try:
                    response_data = unmarshal_json_response(
                        errors.DeleteInteractionServerErrorData, http_res
                    )
                    raise errors.DeleteInteractionServerError(response_data, http_res)
                except errors.ResponseValidationError as e:
                    raise errors.GenAiDefaultError(
                        "Error response body did not match expected schema",
                        http_res,
                        http_res.text,
                    ) from e

            raise errors.GenAiDefaultError("Unexpected response received", http_res)

        _speakeasy_hook_ctx = HookContext(
            config=self.sdk_configuration,
            base_url=base_url or "",
            operation_id="deleteInteraction",
            oauth2_scopes=None,
            security_source=get_security_from_env(
                self.sdk_configuration.security, types.Security
            ),
            response=ResponseContext(mode=_speakeasy_response_mode, execution="async"),
        )
        http_res = await self.do_request_async(
            hook_ctx=_speakeasy_hook_ctx,
            request=req,
            is_error_status_code=lambda c: utils.match_status_codes(["4XX", "5XX"], c),
            stream=_speakeasy_response_mode == "streaming",
            retry_config=retry_config,
        )
        if _speakeasy_response_mode != "parsed":
            _speakeasy_response_cls = (
                response_helpers.AsyncStreamedAPIResponse
                if _speakeasy_response_mode == "streaming"
                else response_helpers.AsyncAPIResponse
            )
            return cast(
                Any,
                _speakeasy_response_cls(
                    raw=http_res,
                    parser=_speakeasy_parse_response,
                    mode="buffered",
                    client_ref=self,
                    hook_ctx=AfterParseErrorContext(_speakeasy_hook_ctx),
                    hooks=self.sdk_configuration.__dict__.get("_hooks"),
                    async_hooks=self.sdk_configuration.__dict__.get("_async_hooks"),
                ),
            )
        try:
            return await _speakeasy_parse_response(http_res)
        except Exception as parse_exc_:
            await response_helpers.raise_parse_error_async(
                self.sdk_configuration.__dict__.get("_async_hooks"),
                self.sdk_configuration.__dict__.get("_hooks"),
                AfterParseErrorContext(_speakeasy_hook_ctx),
                http_res,
                parse_exc_,
            )

    async def cancel(
        self,
        id: str,
        *,
        api_version: Optional[str] = None,
        extra_headers: Optional[Mapping[str, str]] = None,
        extra_query: Optional[Mapping[str, Any]] = None,
        timeout: Optional[Union[float, httpx.Timeout]] = None,
    ) -> interactions.Interaction:
        r"""Canceling an interaction

        Cancels an interaction by id. This only applies to background interactions that are still running.

        :param id: The unique identifier of the interaction to cancel.
        :param api_version: Which version of the API to use.
        :param extra_headers: Additional headers to set or replace on requests.
        :param extra_query: Additional query parameters to append to requests.
        :param timeout: Override the default request timeout configuration for this method in seconds
        """
        base_url = None
        url_variables = None
        retries: OptionalNullable[utils.RetryConfig] = UNSET
        server_url = None
        http_headers = extra_headers
        timeout_ms = self._coerce_timeout_ms(timeout)
        if timeout_ms is None:
            timeout_ms = self.sdk_configuration.timeout_ms

        if server_url is not None:
            base_url = server_url
        else:
            base_url = self._get_url(base_url, url_variables)

        request = models.CancelInteractionByIDRequest(
            id=id,
            api_version=api_version,
        )

        _speakeasy_response_mode, http_headers = response_helpers.consume_response_mode(
            http_headers
        )
        req = self._build_request_async(
            method="POST",
            path="/{api_version}/interactions/{id}/cancel",
            base_url=base_url,
            url_variables=url_variables,
            request=request,
            request_body_required=False,
            request_has_path_params=True,
            request_has_query_params=True,
            user_agent_header="user-agent",
            accept_header_value="application/json",
            http_headers=http_headers,
            extra_query_params=extra_query,
            _globals=models.CancelInteractionByIDGlobals(
                api_version=self.sdk_configuration.globals.api_version,
            ),
            security=self.sdk_configuration.security,
            allow_empty_value=None,
            timeout_ms=timeout_ms,
        )

        if retries == UNSET:
            if self.sdk_configuration.retry_config is not UNSET:
                retries = self.sdk_configuration.retry_config
            else:
                retries = utils.RetryConfig(
                    "attempt-count-backoff",
                    utils.BackoffStrategy(500, 8000, 2, 30000),
                    True,
                    max_retries=4,
                )

        retry_config = None
        if isinstance(retries, utils.RetryConfig):
            retry_config = (retries, ["408", "409", "429", "5XX"])

        async def _speakeasy_parse_response(http_res):
            response_data: Any = None
            if utils.match_response(http_res, "200", "application/json"):
                return unmarshal_json_response(
                    interactions.Interaction, http_res, validate=False
                )
            if utils.match_response(http_res, "4XX", "application/json"):
                try:
                    response_data = unmarshal_json_response(
                        errors.CancelInteractionByIDClientErrorData, http_res
                    )
                    raise errors.CancelInteractionByIDClientError(
                        response_data, http_res
                    )
                except errors.ResponseValidationError as e:
                    raise errors.GenAiDefaultError(
                        "Error response body did not match expected schema",
                        http_res,
                        http_res.text,
                    ) from e
            if utils.match_response(http_res, "5XX", "application/json"):
                try:
                    response_data = unmarshal_json_response(
                        errors.CancelInteractionByIDServerErrorData, http_res
                    )
                    raise errors.CancelInteractionByIDServerError(
                        response_data, http_res
                    )
                except errors.ResponseValidationError as e:
                    raise errors.GenAiDefaultError(
                        "Error response body did not match expected schema",
                        http_res,
                        http_res.text,
                    ) from e

            raise errors.GenAiDefaultError("Unexpected response received", http_res)

        _speakeasy_hook_ctx = HookContext(
            config=self.sdk_configuration,
            base_url=base_url or "",
            operation_id="cancelInteractionById",
            oauth2_scopes=None,
            security_source=get_security_from_env(
                self.sdk_configuration.security, types.Security
            ),
            response=ResponseContext(mode=_speakeasy_response_mode, execution="async"),
        )
        http_res = await self.do_request_async(
            hook_ctx=_speakeasy_hook_ctx,
            request=req,
            is_error_status_code=lambda c: utils.match_status_codes(["4XX", "5XX"], c),
            stream=_speakeasy_response_mode == "streaming",
            retry_config=retry_config,
        )
        if _speakeasy_response_mode != "parsed":
            _speakeasy_response_cls = (
                response_helpers.AsyncStreamedAPIResponse
                if _speakeasy_response_mode == "streaming"
                else response_helpers.AsyncAPIResponse
            )
            return cast(
                Any,
                _speakeasy_response_cls(
                    raw=http_res,
                    parser=_speakeasy_parse_response,
                    mode="buffered",
                    client_ref=self,
                    hook_ctx=AfterParseErrorContext(_speakeasy_hook_ctx),
                    hooks=self.sdk_configuration.__dict__.get("_hooks"),
                    async_hooks=self.sdk_configuration.__dict__.get("_async_hooks"),
                ),
            )
        try:
            return await _speakeasy_parse_response(http_res)
        except Exception as parse_exc_:
            await response_helpers.raise_parse_error_async(
                self.sdk_configuration.__dict__.get("_async_hooks"),
                self.sdk_configuration.__dict__.get("_hooks"),
                AfterParseErrorContext(_speakeasy_hook_ctx),
                http_res,
                parse_exc_,
            )


class AsyncInteractionsWithRawResponse:
    def __init__(self, sdk: AsyncInteractions) -> None:
        self._sdk = sdk
        self.create = response_helpers.async_to_raw_response_wrapper(
            sdk.create, "extra_headers"
        )
        self.get = response_helpers.async_to_raw_response_wrapper(
            sdk.get, "extra_headers"
        )
        self.delete = response_helpers.async_to_raw_response_wrapper(
            sdk.delete, "extra_headers"
        )
        self.cancel = response_helpers.async_to_raw_response_wrapper(
            sdk.cancel, "extra_headers"
        )


class AsyncInteractionsWithStreamingResponse:
    def __init__(self, sdk: AsyncInteractions) -> None:
        self._sdk = sdk
        self.create = response_helpers.async_to_streamed_response_wrapper(
            sdk.create, "extra_headers"
        )
        self.get = response_helpers.async_to_streamed_response_wrapper(
            sdk.get, "extra_headers"
        )
        self.delete = response_helpers.async_to_streamed_response_wrapper(
            sdk.delete, "extra_headers"
        )
        self.cancel = response_helpers.async_to_streamed_response_wrapper(
            sdk.cancel, "extra_headers"
        )