# coding: utf-8

"""
    Arthur GenAI Engine

    No description provided (generated by Openapi Generator https://github.com/openapitools/openapi-generator)

    The version of the OpenAPI document: 2.1.294
    Generated by OpenAPI Generator (https://openapi-generator.tech)

    Do not edit the class manually.
"""  # noqa: E501

import warnings
from pydantic import validate_call, Field, StrictFloat, StrictStr, StrictInt
from typing import Any, Dict, List, Optional, Tuple, Union
from typing_extensions import Annotated

from pydantic import Field, StrictInt, StrictStr
from typing import List, Optional
from typing_extensions import Annotated
from arthur_observability_sdk._generated.arthur_observability_sdk._generated.models.list_rag_search_setting_configuration_versions_response import ListRagSearchSettingConfigurationVersionsResponse
from arthur_observability_sdk._generated.arthur_observability_sdk._generated.models.list_rag_search_setting_configurations_response import ListRagSearchSettingConfigurationsResponse
from arthur_observability_sdk._generated.arthur_observability_sdk._generated.models.pagination_sort_method import PaginationSortMethod
from arthur_observability_sdk._generated.arthur_observability_sdk._generated.models.rag_search_setting_configuration_new_version_request import RagSearchSettingConfigurationNewVersionRequest
from arthur_observability_sdk._generated.arthur_observability_sdk._generated.models.rag_search_setting_configuration_request import RagSearchSettingConfigurationRequest
from arthur_observability_sdk._generated.arthur_observability_sdk._generated.models.rag_search_setting_configuration_response import RagSearchSettingConfigurationResponse
from arthur_observability_sdk._generated.arthur_observability_sdk._generated.models.rag_search_setting_configuration_update_request import RagSearchSettingConfigurationUpdateRequest
from arthur_observability_sdk._generated.arthur_observability_sdk._generated.models.rag_search_setting_configuration_version_response import RagSearchSettingConfigurationVersionResponse
from arthur_observability_sdk._generated.arthur_observability_sdk._generated.models.rag_search_setting_configuration_version_update_request import RagSearchSettingConfigurationVersionUpdateRequest

from arthur_observability_sdk._generated.arthur_observability_sdk._generated.api_client import ApiClient, RequestSerialized
from arthur_observability_sdk._generated.arthur_observability_sdk._generated.api_response import ApiResponse
from arthur_observability_sdk._generated.arthur_observability_sdk._generated.rest import RESTResponseType


class RAGSettingsApi:
    """NOTE: This class is auto generated by OpenAPI Generator
    Ref: https://openapi-generator.tech

    Do not edit the class manually.
    """

    def __init__(self, api_client=None) -> None:
        if api_client is None:
            api_client = ApiClient.get_default()
        self.api_client = api_client


    @validate_call
    def create_rag_search_settings(
        self,
        task_id: Annotated[StrictStr, Field(description="ID of the task to create the search settings configuration under.")],
        rag_search_setting_configuration_request: RagSearchSettingConfigurationRequest,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RagSearchSettingConfigurationResponse:
        """Create Rag Search Settings

        Create a new RAG search settings configuration.

        :param task_id: ID of the task to create the search settings configuration under. (required)
        :type task_id: str
        :param rag_search_setting_configuration_request: (required)
        :type rag_search_setting_configuration_request: RagSearchSettingConfigurationRequest
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._create_rag_search_settings_serialize(
            task_id=task_id,
            rag_search_setting_configuration_request=rag_search_setting_configuration_request,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    def create_rag_search_settings_with_http_info(
        self,
        task_id: Annotated[StrictStr, Field(description="ID of the task to create the search settings configuration under.")],
        rag_search_setting_configuration_request: RagSearchSettingConfigurationRequest,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[RagSearchSettingConfigurationResponse]:
        """Create Rag Search Settings

        Create a new RAG search settings configuration.

        :param task_id: ID of the task to create the search settings configuration under. (required)
        :type task_id: str
        :param rag_search_setting_configuration_request: (required)
        :type rag_search_setting_configuration_request: RagSearchSettingConfigurationRequest
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._create_rag_search_settings_serialize(
            task_id=task_id,
            rag_search_setting_configuration_request=rag_search_setting_configuration_request,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    def create_rag_search_settings_without_preload_content(
        self,
        task_id: Annotated[StrictStr, Field(description="ID of the task to create the search settings configuration under.")],
        rag_search_setting_configuration_request: RagSearchSettingConfigurationRequest,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """Create Rag Search Settings

        Create a new RAG search settings configuration.

        :param task_id: ID of the task to create the search settings configuration under. (required)
        :type task_id: str
        :param rag_search_setting_configuration_request: (required)
        :type rag_search_setting_configuration_request: RagSearchSettingConfigurationRequest
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._create_rag_search_settings_serialize(
            task_id=task_id,
            rag_search_setting_configuration_request=rag_search_setting_configuration_request,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _create_rag_search_settings_serialize(
        self,
        task_id,
        rag_search_setting_configuration_request,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        if task_id is not None:
            _path_params['task_id'] = task_id
        # process the query parameters
        # process the header parameters
        # process the form parameters
        # process the body parameter
        if rag_search_setting_configuration_request is not None:
            _body_params = rag_search_setting_configuration_request


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )

        # set the HTTP header `Content-Type`
        if _content_type:
            _header_params['Content-Type'] = _content_type
        else:
            _default_content_type = (
                self.api_client.select_header_content_type(
                    [
                        'application/json'
                    ]
                )
            )
            if _default_content_type is not None:
                _header_params['Content-Type'] = _default_content_type

        # authentication setting
        _auth_settings: List[str] = [
            'API Key'
        ]

        return self.api_client.param_serialize(
            method='POST',
            resource_path='/api/v1/tasks/{task_id}/rag_search_settings',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )




    @validate_call
    def create_rag_search_settings_version(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of the RAG settings configuration to create the new version for.")],
        rag_search_setting_configuration_new_version_request: RagSearchSettingConfigurationNewVersionRequest,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RagSearchSettingConfigurationVersionResponse:
        """Create Rag Search Settings Version

        Create a new version for an existing RAG search settings configuration.

        :param setting_configuration_id: ID of the RAG settings configuration to create the new version for. (required)
        :type setting_configuration_id: str
        :param rag_search_setting_configuration_new_version_request: (required)
        :type rag_search_setting_configuration_new_version_request: RagSearchSettingConfigurationNewVersionRequest
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._create_rag_search_settings_version_serialize(
            setting_configuration_id=setting_configuration_id,
            rag_search_setting_configuration_new_version_request=rag_search_setting_configuration_new_version_request,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationVersionResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    def create_rag_search_settings_version_with_http_info(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of the RAG settings configuration to create the new version for.")],
        rag_search_setting_configuration_new_version_request: RagSearchSettingConfigurationNewVersionRequest,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[RagSearchSettingConfigurationVersionResponse]:
        """Create Rag Search Settings Version

        Create a new version for an existing RAG search settings configuration.

        :param setting_configuration_id: ID of the RAG settings configuration to create the new version for. (required)
        :type setting_configuration_id: str
        :param rag_search_setting_configuration_new_version_request: (required)
        :type rag_search_setting_configuration_new_version_request: RagSearchSettingConfigurationNewVersionRequest
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._create_rag_search_settings_version_serialize(
            setting_configuration_id=setting_configuration_id,
            rag_search_setting_configuration_new_version_request=rag_search_setting_configuration_new_version_request,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationVersionResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    def create_rag_search_settings_version_without_preload_content(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of the RAG settings configuration to create the new version for.")],
        rag_search_setting_configuration_new_version_request: RagSearchSettingConfigurationNewVersionRequest,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """Create Rag Search Settings Version

        Create a new version for an existing RAG search settings configuration.

        :param setting_configuration_id: ID of the RAG settings configuration to create the new version for. (required)
        :type setting_configuration_id: str
        :param rag_search_setting_configuration_new_version_request: (required)
        :type rag_search_setting_configuration_new_version_request: RagSearchSettingConfigurationNewVersionRequest
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._create_rag_search_settings_version_serialize(
            setting_configuration_id=setting_configuration_id,
            rag_search_setting_configuration_new_version_request=rag_search_setting_configuration_new_version_request,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationVersionResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _create_rag_search_settings_version_serialize(
        self,
        setting_configuration_id,
        rag_search_setting_configuration_new_version_request,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        if setting_configuration_id is not None:
            _path_params['setting_configuration_id'] = setting_configuration_id
        # process the query parameters
        # process the header parameters
        # process the form parameters
        # process the body parameter
        if rag_search_setting_configuration_new_version_request is not None:
            _body_params = rag_search_setting_configuration_new_version_request


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )

        # set the HTTP header `Content-Type`
        if _content_type:
            _header_params['Content-Type'] = _content_type
        else:
            _default_content_type = (
                self.api_client.select_header_content_type(
                    [
                        'application/json'
                    ]
                )
            )
            if _default_content_type is not None:
                _header_params['Content-Type'] = _default_content_type

        # authentication setting
        _auth_settings: List[str] = [
            'API Key'
        ]

        return self.api_client.param_serialize(
            method='POST',
            resource_path='/api/v1/rag_search_settings/{setting_configuration_id}/versions',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )




    @validate_call
    def delete_rag_search_setting(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of RAG setting configuration.")],
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> None:
        """Delete Rag Search Setting

        Delete a RAG search setting configuration.

        :param setting_configuration_id: ID of RAG setting configuration. (required)
        :type setting_configuration_id: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._delete_rag_search_setting_serialize(
            setting_configuration_id=setting_configuration_id,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '204': None,
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    def delete_rag_search_setting_with_http_info(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of RAG setting configuration.")],
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[None]:
        """Delete Rag Search Setting

        Delete a RAG search setting configuration.

        :param setting_configuration_id: ID of RAG setting configuration. (required)
        :type setting_configuration_id: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._delete_rag_search_setting_serialize(
            setting_configuration_id=setting_configuration_id,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '204': None,
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    def delete_rag_search_setting_without_preload_content(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of RAG setting configuration.")],
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """Delete Rag Search Setting

        Delete a RAG search setting configuration.

        :param setting_configuration_id: ID of RAG setting configuration. (required)
        :type setting_configuration_id: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._delete_rag_search_setting_serialize(
            setting_configuration_id=setting_configuration_id,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '204': None,
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _delete_rag_search_setting_serialize(
        self,
        setting_configuration_id,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        if setting_configuration_id is not None:
            _path_params['setting_configuration_id'] = setting_configuration_id
        # process the query parameters
        # process the header parameters
        # process the form parameters
        # process the body parameter


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )


        # authentication setting
        _auth_settings: List[str] = [
            'API Key'
        ]

        return self.api_client.param_serialize(
            method='DELETE',
            resource_path='/api/v1/rag_search_settings/{setting_configuration_id}',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )




    @validate_call
    def delete_rag_search_setting_version(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of RAG search setting configuration.")],
        version_number: Annotated[StrictInt, Field(description="Version number of the version to delete.")],
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> None:
        """Delete Rag Search Setting Version

        Soft delete a RAG search setting configuration version.

        :param setting_configuration_id: ID of RAG search setting configuration. (required)
        :type setting_configuration_id: str
        :param version_number: Version number of the version to delete. (required)
        :type version_number: int
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._delete_rag_search_setting_version_serialize(
            setting_configuration_id=setting_configuration_id,
            version_number=version_number,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '204': None,
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    def delete_rag_search_setting_version_with_http_info(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of RAG search setting configuration.")],
        version_number: Annotated[StrictInt, Field(description="Version number of the version to delete.")],
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[None]:
        """Delete Rag Search Setting Version

        Soft delete a RAG search setting configuration version.

        :param setting_configuration_id: ID of RAG search setting configuration. (required)
        :type setting_configuration_id: str
        :param version_number: Version number of the version to delete. (required)
        :type version_number: int
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._delete_rag_search_setting_version_serialize(
            setting_configuration_id=setting_configuration_id,
            version_number=version_number,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '204': None,
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    def delete_rag_search_setting_version_without_preload_content(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of RAG search setting configuration.")],
        version_number: Annotated[StrictInt, Field(description="Version number of the version to delete.")],
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """Delete Rag Search Setting Version

        Soft delete a RAG search setting configuration version.

        :param setting_configuration_id: ID of RAG search setting configuration. (required)
        :type setting_configuration_id: str
        :param version_number: Version number of the version to delete. (required)
        :type version_number: int
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._delete_rag_search_setting_version_serialize(
            setting_configuration_id=setting_configuration_id,
            version_number=version_number,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '204': None,
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _delete_rag_search_setting_version_serialize(
        self,
        setting_configuration_id,
        version_number,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        if setting_configuration_id is not None:
            _path_params['setting_configuration_id'] = setting_configuration_id
        if version_number is not None:
            _path_params['version_number'] = version_number
        # process the query parameters
        # process the header parameters
        # process the form parameters
        # process the body parameter


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )


        # authentication setting
        _auth_settings: List[str] = [
            'API Key'
        ]

        return self.api_client.param_serialize(
            method='DELETE',
            resource_path='/api/v1/rag_search_settings/{setting_configuration_id}/versions/{version_number}',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )




    @validate_call
    def get_rag_search_setting(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of RAG search setting configuration.")],
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RagSearchSettingConfigurationResponse:
        """Get Rag Search Setting

        Get a single RAG setting configuration.

        :param setting_configuration_id: ID of RAG search setting configuration. (required)
        :type setting_configuration_id: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_rag_search_setting_serialize(
            setting_configuration_id=setting_configuration_id,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    def get_rag_search_setting_with_http_info(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of RAG search setting configuration.")],
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[RagSearchSettingConfigurationResponse]:
        """Get Rag Search Setting

        Get a single RAG setting configuration.

        :param setting_configuration_id: ID of RAG search setting configuration. (required)
        :type setting_configuration_id: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_rag_search_setting_serialize(
            setting_configuration_id=setting_configuration_id,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    def get_rag_search_setting_without_preload_content(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of RAG search setting configuration.")],
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """Get Rag Search Setting

        Get a single RAG setting configuration.

        :param setting_configuration_id: ID of RAG search setting configuration. (required)
        :type setting_configuration_id: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_rag_search_setting_serialize(
            setting_configuration_id=setting_configuration_id,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _get_rag_search_setting_serialize(
        self,
        setting_configuration_id,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        if setting_configuration_id is not None:
            _path_params['setting_configuration_id'] = setting_configuration_id
        # process the query parameters
        # process the header parameters
        # process the form parameters
        # process the body parameter


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )


        # authentication setting
        _auth_settings: List[str] = [
            'API Key'
        ]

        return self.api_client.param_serialize(
            method='GET',
            resource_path='/api/v1/rag_search_settings/{setting_configuration_id}',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )




    @validate_call
    def get_rag_search_setting_configuration_versions_api_v1_rag_search_settings_setting_configuration_id_versions_get(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of the RAG search setting configuration to get versions for.")],
        tags: Annotated[Optional[List[StrictStr]], Field(description="List of tags to filter for versions tagged with any matching tag.")] = None,
        version_numbers: Annotated[Optional[List[StrictInt]], Field(description="List of version numbers to filter for.")] = None,
        sort: Annotated[Optional[PaginationSortMethod], Field(description="Sort the results (asc/desc)")] = None,
        page_size: Annotated[Optional[StrictInt], Field(description="Page size. Default is 10. Must be greater than 0 and less than 5000.")] = None,
        page: Annotated[Optional[StrictInt], Field(description="Page number")] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ListRagSearchSettingConfigurationVersionsResponse:
        """Get Rag Search Setting Configuration Versions

        Get list of versions for the RAG search setting configuration.

        :param setting_configuration_id: ID of the RAG search setting configuration to get versions for. (required)
        :type setting_configuration_id: str
        :param tags: List of tags to filter for versions tagged with any matching tag.
        :type tags: List[str]
        :param version_numbers: List of version numbers to filter for.
        :type version_numbers: List[int]
        :param sort: Sort the results (asc/desc)
        :type sort: PaginationSortMethod
        :param page_size: Page size. Default is 10. Must be greater than 0 and less than 5000.
        :type page_size: int
        :param page: Page number
        :type page: int
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_rag_search_setting_configuration_versions_api_v1_rag_search_settings_setting_configuration_id_versions_get_serialize(
            setting_configuration_id=setting_configuration_id,
            tags=tags,
            version_numbers=version_numbers,
            sort=sort,
            page_size=page_size,
            page=page,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "ListRagSearchSettingConfigurationVersionsResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    def get_rag_search_setting_configuration_versions_api_v1_rag_search_settings_setting_configuration_id_versions_get_with_http_info(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of the RAG search setting configuration to get versions for.")],
        tags: Annotated[Optional[List[StrictStr]], Field(description="List of tags to filter for versions tagged with any matching tag.")] = None,
        version_numbers: Annotated[Optional[List[StrictInt]], Field(description="List of version numbers to filter for.")] = None,
        sort: Annotated[Optional[PaginationSortMethod], Field(description="Sort the results (asc/desc)")] = None,
        page_size: Annotated[Optional[StrictInt], Field(description="Page size. Default is 10. Must be greater than 0 and less than 5000.")] = None,
        page: Annotated[Optional[StrictInt], Field(description="Page number")] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[ListRagSearchSettingConfigurationVersionsResponse]:
        """Get Rag Search Setting Configuration Versions

        Get list of versions for the RAG search setting configuration.

        :param setting_configuration_id: ID of the RAG search setting configuration to get versions for. (required)
        :type setting_configuration_id: str
        :param tags: List of tags to filter for versions tagged with any matching tag.
        :type tags: List[str]
        :param version_numbers: List of version numbers to filter for.
        :type version_numbers: List[int]
        :param sort: Sort the results (asc/desc)
        :type sort: PaginationSortMethod
        :param page_size: Page size. Default is 10. Must be greater than 0 and less than 5000.
        :type page_size: int
        :param page: Page number
        :type page: int
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_rag_search_setting_configuration_versions_api_v1_rag_search_settings_setting_configuration_id_versions_get_serialize(
            setting_configuration_id=setting_configuration_id,
            tags=tags,
            version_numbers=version_numbers,
            sort=sort,
            page_size=page_size,
            page=page,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "ListRagSearchSettingConfigurationVersionsResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    def get_rag_search_setting_configuration_versions_api_v1_rag_search_settings_setting_configuration_id_versions_get_without_preload_content(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of the RAG search setting configuration to get versions for.")],
        tags: Annotated[Optional[List[StrictStr]], Field(description="List of tags to filter for versions tagged with any matching tag.")] = None,
        version_numbers: Annotated[Optional[List[StrictInt]], Field(description="List of version numbers to filter for.")] = None,
        sort: Annotated[Optional[PaginationSortMethod], Field(description="Sort the results (asc/desc)")] = None,
        page_size: Annotated[Optional[StrictInt], Field(description="Page size. Default is 10. Must be greater than 0 and less than 5000.")] = None,
        page: Annotated[Optional[StrictInt], Field(description="Page number")] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """Get Rag Search Setting Configuration Versions

        Get list of versions for the RAG search setting configuration.

        :param setting_configuration_id: ID of the RAG search setting configuration to get versions for. (required)
        :type setting_configuration_id: str
        :param tags: List of tags to filter for versions tagged with any matching tag.
        :type tags: List[str]
        :param version_numbers: List of version numbers to filter for.
        :type version_numbers: List[int]
        :param sort: Sort the results (asc/desc)
        :type sort: PaginationSortMethod
        :param page_size: Page size. Default is 10. Must be greater than 0 and less than 5000.
        :type page_size: int
        :param page: Page number
        :type page: int
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_rag_search_setting_configuration_versions_api_v1_rag_search_settings_setting_configuration_id_versions_get_serialize(
            setting_configuration_id=setting_configuration_id,
            tags=tags,
            version_numbers=version_numbers,
            sort=sort,
            page_size=page_size,
            page=page,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "ListRagSearchSettingConfigurationVersionsResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _get_rag_search_setting_configuration_versions_api_v1_rag_search_settings_setting_configuration_id_versions_get_serialize(
        self,
        setting_configuration_id,
        tags,
        version_numbers,
        sort,
        page_size,
        page,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
            'tags': 'multi',
            'version_numbers': 'multi',
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        if setting_configuration_id is not None:
            _path_params['setting_configuration_id'] = setting_configuration_id
        # process the query parameters
        if tags is not None:
            
            _query_params.append(('tags', tags))
            
        if version_numbers is not None:
            
            _query_params.append(('version_numbers', version_numbers))
            
        if sort is not None:
            
            _query_params.append(('sort', sort.value))
            
        if page_size is not None:
            
            _query_params.append(('page_size', page_size))
            
        if page is not None:
            
            _query_params.append(('page', page))
            
        # process the header parameters
        # process the form parameters
        # process the body parameter


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )


        # authentication setting
        _auth_settings: List[str] = [
            'API Key'
        ]

        return self.api_client.param_serialize(
            method='GET',
            resource_path='/api/v1/rag_search_settings/{setting_configuration_id}/versions',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )




    @validate_call
    def get_rag_search_setting_version(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of RAG search setting configuration.")],
        version_number: Annotated[StrictInt, Field(description="Version number of the version to fetch.")],
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RagSearchSettingConfigurationVersionResponse:
        """Get Rag Search Setting Version

        Get a single RAG setting configuration version.

        :param setting_configuration_id: ID of RAG search setting configuration. (required)
        :type setting_configuration_id: str
        :param version_number: Version number of the version to fetch. (required)
        :type version_number: int
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_rag_search_setting_version_serialize(
            setting_configuration_id=setting_configuration_id,
            version_number=version_number,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationVersionResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    def get_rag_search_setting_version_with_http_info(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of RAG search setting configuration.")],
        version_number: Annotated[StrictInt, Field(description="Version number of the version to fetch.")],
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[RagSearchSettingConfigurationVersionResponse]:
        """Get Rag Search Setting Version

        Get a single RAG setting configuration version.

        :param setting_configuration_id: ID of RAG search setting configuration. (required)
        :type setting_configuration_id: str
        :param version_number: Version number of the version to fetch. (required)
        :type version_number: int
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_rag_search_setting_version_serialize(
            setting_configuration_id=setting_configuration_id,
            version_number=version_number,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationVersionResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    def get_rag_search_setting_version_without_preload_content(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of RAG search setting configuration.")],
        version_number: Annotated[StrictInt, Field(description="Version number of the version to fetch.")],
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """Get Rag Search Setting Version

        Get a single RAG setting configuration version.

        :param setting_configuration_id: ID of RAG search setting configuration. (required)
        :type setting_configuration_id: str
        :param version_number: Version number of the version to fetch. (required)
        :type version_number: int
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_rag_search_setting_version_serialize(
            setting_configuration_id=setting_configuration_id,
            version_number=version_number,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationVersionResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _get_rag_search_setting_version_serialize(
        self,
        setting_configuration_id,
        version_number,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        if setting_configuration_id is not None:
            _path_params['setting_configuration_id'] = setting_configuration_id
        if version_number is not None:
            _path_params['version_number'] = version_number
        # process the query parameters
        # process the header parameters
        # process the form parameters
        # process the body parameter


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )


        # authentication setting
        _auth_settings: List[str] = [
            'API Key'
        ]

        return self.api_client.param_serialize(
            method='GET',
            resource_path='/api/v1/rag_search_settings/{setting_configuration_id}/versions/{version_number}',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )




    @validate_call
    def get_rag_search_setting_version_by_tag(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of RAG search setting configuration.")],
        tag: Annotated[StrictStr, Field(description="Tag to fetch the version by.")],
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RagSearchSettingConfigurationVersionResponse:
        """Get Rag Search Setting Version By Tag

        Get a single RAG setting configuration version by tag.

        :param setting_configuration_id: ID of RAG search setting configuration. (required)
        :type setting_configuration_id: str
        :param tag: Tag to fetch the version by. (required)
        :type tag: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_rag_search_setting_version_by_tag_serialize(
            setting_configuration_id=setting_configuration_id,
            tag=tag,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationVersionResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    def get_rag_search_setting_version_by_tag_with_http_info(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of RAG search setting configuration.")],
        tag: Annotated[StrictStr, Field(description="Tag to fetch the version by.")],
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[RagSearchSettingConfigurationVersionResponse]:
        """Get Rag Search Setting Version By Tag

        Get a single RAG setting configuration version by tag.

        :param setting_configuration_id: ID of RAG search setting configuration. (required)
        :type setting_configuration_id: str
        :param tag: Tag to fetch the version by. (required)
        :type tag: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_rag_search_setting_version_by_tag_serialize(
            setting_configuration_id=setting_configuration_id,
            tag=tag,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationVersionResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    def get_rag_search_setting_version_by_tag_without_preload_content(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of RAG search setting configuration.")],
        tag: Annotated[StrictStr, Field(description="Tag to fetch the version by.")],
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """Get Rag Search Setting Version By Tag

        Get a single RAG setting configuration version by tag.

        :param setting_configuration_id: ID of RAG search setting configuration. (required)
        :type setting_configuration_id: str
        :param tag: Tag to fetch the version by. (required)
        :type tag: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_rag_search_setting_version_by_tag_serialize(
            setting_configuration_id=setting_configuration_id,
            tag=tag,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationVersionResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _get_rag_search_setting_version_by_tag_serialize(
        self,
        setting_configuration_id,
        tag,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        if setting_configuration_id is not None:
            _path_params['setting_configuration_id'] = setting_configuration_id
        if tag is not None:
            _path_params['tag'] = tag
        # process the query parameters
        # process the header parameters
        # process the form parameters
        # process the body parameter


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )


        # authentication setting
        _auth_settings: List[str] = [
            'API Key'
        ]

        return self.api_client.param_serialize(
            method='GET',
            resource_path='/api/v1/rag_search_settings/{setting_configuration_id}/versions/tags/{tag}',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )




    @validate_call
    def get_task_rag_search_settings_api_v1_tasks_task_id_rag_search_settings_get(
        self,
        task_id: Annotated[StrictStr, Field(description="ID of the task to fetch the provider connections for.")],
        config_name: Annotated[Optional[StrictStr], Field(description="Rag search setting configuration name substring to search for.")] = None,
        rag_provider_ids: Annotated[Optional[List[StrictStr]], Field(description="List of rag provider configuration IDs to filter for.")] = None,
        sort: Annotated[Optional[PaginationSortMethod], Field(description="Sort the results (asc/desc)")] = None,
        page_size: Annotated[Optional[StrictInt], Field(description="Page size. Default is 10. Must be greater than 0 and less than 5000.")] = None,
        page: Annotated[Optional[StrictInt], Field(description="Page number")] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ListRagSearchSettingConfigurationsResponse:
        """Get Task Rag Search Settings

        Get list of RAG search setting configurations for the task.

        :param task_id: ID of the task to fetch the provider connections for. (required)
        :type task_id: str
        :param config_name: Rag search setting configuration name substring to search for.
        :type config_name: str
        :param rag_provider_ids: List of rag provider configuration IDs to filter for.
        :type rag_provider_ids: List[str]
        :param sort: Sort the results (asc/desc)
        :type sort: PaginationSortMethod
        :param page_size: Page size. Default is 10. Must be greater than 0 and less than 5000.
        :type page_size: int
        :param page: Page number
        :type page: int
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_task_rag_search_settings_api_v1_tasks_task_id_rag_search_settings_get_serialize(
            task_id=task_id,
            config_name=config_name,
            rag_provider_ids=rag_provider_ids,
            sort=sort,
            page_size=page_size,
            page=page,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "ListRagSearchSettingConfigurationsResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    def get_task_rag_search_settings_api_v1_tasks_task_id_rag_search_settings_get_with_http_info(
        self,
        task_id: Annotated[StrictStr, Field(description="ID of the task to fetch the provider connections for.")],
        config_name: Annotated[Optional[StrictStr], Field(description="Rag search setting configuration name substring to search for.")] = None,
        rag_provider_ids: Annotated[Optional[List[StrictStr]], Field(description="List of rag provider configuration IDs to filter for.")] = None,
        sort: Annotated[Optional[PaginationSortMethod], Field(description="Sort the results (asc/desc)")] = None,
        page_size: Annotated[Optional[StrictInt], Field(description="Page size. Default is 10. Must be greater than 0 and less than 5000.")] = None,
        page: Annotated[Optional[StrictInt], Field(description="Page number")] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[ListRagSearchSettingConfigurationsResponse]:
        """Get Task Rag Search Settings

        Get list of RAG search setting configurations for the task.

        :param task_id: ID of the task to fetch the provider connections for. (required)
        :type task_id: str
        :param config_name: Rag search setting configuration name substring to search for.
        :type config_name: str
        :param rag_provider_ids: List of rag provider configuration IDs to filter for.
        :type rag_provider_ids: List[str]
        :param sort: Sort the results (asc/desc)
        :type sort: PaginationSortMethod
        :param page_size: Page size. Default is 10. Must be greater than 0 and less than 5000.
        :type page_size: int
        :param page: Page number
        :type page: int
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_task_rag_search_settings_api_v1_tasks_task_id_rag_search_settings_get_serialize(
            task_id=task_id,
            config_name=config_name,
            rag_provider_ids=rag_provider_ids,
            sort=sort,
            page_size=page_size,
            page=page,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "ListRagSearchSettingConfigurationsResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    def get_task_rag_search_settings_api_v1_tasks_task_id_rag_search_settings_get_without_preload_content(
        self,
        task_id: Annotated[StrictStr, Field(description="ID of the task to fetch the provider connections for.")],
        config_name: Annotated[Optional[StrictStr], Field(description="Rag search setting configuration name substring to search for.")] = None,
        rag_provider_ids: Annotated[Optional[List[StrictStr]], Field(description="List of rag provider configuration IDs to filter for.")] = None,
        sort: Annotated[Optional[PaginationSortMethod], Field(description="Sort the results (asc/desc)")] = None,
        page_size: Annotated[Optional[StrictInt], Field(description="Page size. Default is 10. Must be greater than 0 and less than 5000.")] = None,
        page: Annotated[Optional[StrictInt], Field(description="Page number")] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """Get Task Rag Search Settings

        Get list of RAG search setting configurations for the task.

        :param task_id: ID of the task to fetch the provider connections for. (required)
        :type task_id: str
        :param config_name: Rag search setting configuration name substring to search for.
        :type config_name: str
        :param rag_provider_ids: List of rag provider configuration IDs to filter for.
        :type rag_provider_ids: List[str]
        :param sort: Sort the results (asc/desc)
        :type sort: PaginationSortMethod
        :param page_size: Page size. Default is 10. Must be greater than 0 and less than 5000.
        :type page_size: int
        :param page: Page number
        :type page: int
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_task_rag_search_settings_api_v1_tasks_task_id_rag_search_settings_get_serialize(
            task_id=task_id,
            config_name=config_name,
            rag_provider_ids=rag_provider_ids,
            sort=sort,
            page_size=page_size,
            page=page,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "ListRagSearchSettingConfigurationsResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _get_task_rag_search_settings_api_v1_tasks_task_id_rag_search_settings_get_serialize(
        self,
        task_id,
        config_name,
        rag_provider_ids,
        sort,
        page_size,
        page,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
            'rag_provider_ids': 'multi',
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        if task_id is not None:
            _path_params['task_id'] = task_id
        # process the query parameters
        if config_name is not None:
            
            _query_params.append(('config_name', config_name))
            
        if rag_provider_ids is not None:
            
            _query_params.append(('rag_provider_ids', rag_provider_ids))
            
        if sort is not None:
            
            _query_params.append(('sort', sort.value))
            
        if page_size is not None:
            
            _query_params.append(('page_size', page_size))
            
        if page is not None:
            
            _query_params.append(('page', page))
            
        # process the header parameters
        # process the form parameters
        # process the body parameter


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )


        # authentication setting
        _auth_settings: List[str] = [
            'API Key'
        ]

        return self.api_client.param_serialize(
            method='GET',
            resource_path='/api/v1/tasks/{task_id}/rag_search_settings',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )




    @validate_call
    def update_rag_search_settings_api_v1_rag_search_settings_setting_configuration_id_patch(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of the RAG setting configuration to update.")],
        rag_search_setting_configuration_update_request: RagSearchSettingConfigurationUpdateRequest,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RagSearchSettingConfigurationResponse:
        """Update Rag Search Settings

        Update a single RAG search setting configuration.

        :param setting_configuration_id: ID of the RAG setting configuration to update. (required)
        :type setting_configuration_id: str
        :param rag_search_setting_configuration_update_request: (required)
        :type rag_search_setting_configuration_update_request: RagSearchSettingConfigurationUpdateRequest
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._update_rag_search_settings_api_v1_rag_search_settings_setting_configuration_id_patch_serialize(
            setting_configuration_id=setting_configuration_id,
            rag_search_setting_configuration_update_request=rag_search_setting_configuration_update_request,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    def update_rag_search_settings_api_v1_rag_search_settings_setting_configuration_id_patch_with_http_info(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of the RAG setting configuration to update.")],
        rag_search_setting_configuration_update_request: RagSearchSettingConfigurationUpdateRequest,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[RagSearchSettingConfigurationResponse]:
        """Update Rag Search Settings

        Update a single RAG search setting configuration.

        :param setting_configuration_id: ID of the RAG setting configuration to update. (required)
        :type setting_configuration_id: str
        :param rag_search_setting_configuration_update_request: (required)
        :type rag_search_setting_configuration_update_request: RagSearchSettingConfigurationUpdateRequest
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._update_rag_search_settings_api_v1_rag_search_settings_setting_configuration_id_patch_serialize(
            setting_configuration_id=setting_configuration_id,
            rag_search_setting_configuration_update_request=rag_search_setting_configuration_update_request,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    def update_rag_search_settings_api_v1_rag_search_settings_setting_configuration_id_patch_without_preload_content(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of the RAG setting configuration to update.")],
        rag_search_setting_configuration_update_request: RagSearchSettingConfigurationUpdateRequest,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """Update Rag Search Settings

        Update a single RAG search setting configuration.

        :param setting_configuration_id: ID of the RAG setting configuration to update. (required)
        :type setting_configuration_id: str
        :param rag_search_setting_configuration_update_request: (required)
        :type rag_search_setting_configuration_update_request: RagSearchSettingConfigurationUpdateRequest
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._update_rag_search_settings_api_v1_rag_search_settings_setting_configuration_id_patch_serialize(
            setting_configuration_id=setting_configuration_id,
            rag_search_setting_configuration_update_request=rag_search_setting_configuration_update_request,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _update_rag_search_settings_api_v1_rag_search_settings_setting_configuration_id_patch_serialize(
        self,
        setting_configuration_id,
        rag_search_setting_configuration_update_request,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        if setting_configuration_id is not None:
            _path_params['setting_configuration_id'] = setting_configuration_id
        # process the query parameters
        # process the header parameters
        # process the form parameters
        # process the body parameter
        if rag_search_setting_configuration_update_request is not None:
            _body_params = rag_search_setting_configuration_update_request


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )

        # set the HTTP header `Content-Type`
        if _content_type:
            _header_params['Content-Type'] = _content_type
        else:
            _default_content_type = (
                self.api_client.select_header_content_type(
                    [
                        'application/json'
                    ]
                )
            )
            if _default_content_type is not None:
                _header_params['Content-Type'] = _default_content_type

        # authentication setting
        _auth_settings: List[str] = [
            'API Key'
        ]

        return self.api_client.param_serialize(
            method='PATCH',
            resource_path='/api/v1/rag_search_settings/{setting_configuration_id}',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )




    @validate_call
    def update_rag_search_settings_version_api_v1_rag_search_settings_setting_configuration_id_versions_version_number_patch(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of the RAG search setting configuration to update.")],
        version_number: Annotated[StrictInt, Field(description="Version number of the version to update.")],
        rag_search_setting_configuration_version_update_request: RagSearchSettingConfigurationVersionUpdateRequest,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RagSearchSettingConfigurationVersionResponse:
        """Update Rag Search Settings Version

        Update a single RAG search setting configuration version metadata.

        :param setting_configuration_id: ID of the RAG search setting configuration to update. (required)
        :type setting_configuration_id: str
        :param version_number: Version number of the version to update. (required)
        :type version_number: int
        :param rag_search_setting_configuration_version_update_request: (required)
        :type rag_search_setting_configuration_version_update_request: RagSearchSettingConfigurationVersionUpdateRequest
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._update_rag_search_settings_version_api_v1_rag_search_settings_setting_configuration_id_versions_version_number_patch_serialize(
            setting_configuration_id=setting_configuration_id,
            version_number=version_number,
            rag_search_setting_configuration_version_update_request=rag_search_setting_configuration_version_update_request,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationVersionResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    def update_rag_search_settings_version_api_v1_rag_search_settings_setting_configuration_id_versions_version_number_patch_with_http_info(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of the RAG search setting configuration to update.")],
        version_number: Annotated[StrictInt, Field(description="Version number of the version to update.")],
        rag_search_setting_configuration_version_update_request: RagSearchSettingConfigurationVersionUpdateRequest,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[RagSearchSettingConfigurationVersionResponse]:
        """Update Rag Search Settings Version

        Update a single RAG search setting configuration version metadata.

        :param setting_configuration_id: ID of the RAG search setting configuration to update. (required)
        :type setting_configuration_id: str
        :param version_number: Version number of the version to update. (required)
        :type version_number: int
        :param rag_search_setting_configuration_version_update_request: (required)
        :type rag_search_setting_configuration_version_update_request: RagSearchSettingConfigurationVersionUpdateRequest
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._update_rag_search_settings_version_api_v1_rag_search_settings_setting_configuration_id_versions_version_number_patch_serialize(
            setting_configuration_id=setting_configuration_id,
            version_number=version_number,
            rag_search_setting_configuration_version_update_request=rag_search_setting_configuration_version_update_request,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationVersionResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    def update_rag_search_settings_version_api_v1_rag_search_settings_setting_configuration_id_versions_version_number_patch_without_preload_content(
        self,
        setting_configuration_id: Annotated[StrictStr, Field(description="ID of the RAG search setting configuration to update.")],
        version_number: Annotated[StrictInt, Field(description="Version number of the version to update.")],
        rag_search_setting_configuration_version_update_request: RagSearchSettingConfigurationVersionUpdateRequest,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """Update Rag Search Settings Version

        Update a single RAG search setting configuration version metadata.

        :param setting_configuration_id: ID of the RAG search setting configuration to update. (required)
        :type setting_configuration_id: str
        :param version_number: Version number of the version to update. (required)
        :type version_number: int
        :param rag_search_setting_configuration_version_update_request: (required)
        :type rag_search_setting_configuration_version_update_request: RagSearchSettingConfigurationVersionUpdateRequest
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._update_rag_search_settings_version_api_v1_rag_search_settings_setting_configuration_id_versions_version_number_patch_serialize(
            setting_configuration_id=setting_configuration_id,
            version_number=version_number,
            rag_search_setting_configuration_version_update_request=rag_search_setting_configuration_version_update_request,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "RagSearchSettingConfigurationVersionResponse",
            '422': "HTTPValidationError",
        }
        response_data = self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _update_rag_search_settings_version_api_v1_rag_search_settings_setting_configuration_id_versions_version_number_patch_serialize(
        self,
        setting_configuration_id,
        version_number,
        rag_search_setting_configuration_version_update_request,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        if setting_configuration_id is not None:
            _path_params['setting_configuration_id'] = setting_configuration_id
        if version_number is not None:
            _path_params['version_number'] = version_number
        # process the query parameters
        # process the header parameters
        # process the form parameters
        # process the body parameter
        if rag_search_setting_configuration_version_update_request is not None:
            _body_params = rag_search_setting_configuration_version_update_request


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )

        # set the HTTP header `Content-Type`
        if _content_type:
            _header_params['Content-Type'] = _content_type
        else:
            _default_content_type = (
                self.api_client.select_header_content_type(
                    [
                        'application/json'
                    ]
                )
            )
            if _default_content_type is not None:
                _header_params['Content-Type'] = _default_content_type

        # authentication setting
        _auth_settings: List[str] = [
            'API Key'
        ]

        return self.api_client.param_serialize(
            method='PATCH',
            resource_path='/api/v1/rag_search_settings/{setting_configuration_id}/versions/{version_number}',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )


