# coding: utf-8
# Copyright (c) 2016, 2024, Oracle and/or its affiliates.  All rights reserved.
# This software is dual-licensed to you under the Universal Permissive License (UPL) 1.0 as shown at https://oss.oracle.com/licenses/upl or Apache License 2.0 as shown at http://www.apache.org/licenses/LICENSE-2.0. You may choose either license.

# NOTE: This class is auto generated by OracleSDKGenerator. DO NOT EDIT. API Version: 20231130

from __future__ import absolute_import

from oci._vendor import requests  # noqa: F401
from oci._vendor import six

from oci import retry, circuit_breaker  # noqa: F401
from oci.base_client import BaseClient
from oci.config import get_config_value_or_default, validate_config
from oci.signer import Signer
from oci.util import Sentinel, get_signer_from_authentication_type, AUTHENTICATION_TYPE_FIELD_NAME
from oci.exceptions import InvalidAlloyConfig
from oci.alloy import OCI_SDK_ENABLED_SERVICES_SET
from .models import generative_ai_type_mapping
missing = Sentinel("Missing")


class GenerativeAiClient(object):
    """
    OCI Generative AI is a fully managed service that provides a set of state-of-the-art, customizable large language models (LLMs) that cover a wide range of use cases for text generation, summarization, and text embeddings.

    Use the Generative AI service management API to create and manage [dedicated AI clusters](#/en/generative-ai/latest/DedicatedAiCluster/), [endpoints](#/en/generative-ai/latest/Endpoint/), [custom models](#/en/generative-ai/latest/Model/), and [work requests](#/en/generative-ai/latest/WorkRequest/) in the Generative AI service. For example, create a custom model by fine-tuning an out-of-the-box model using your own data, on a fine-tuning dedicated AI cluster. Then, create a hosting dedicated AI cluster with an endpoint to host your custom model.

    To access your custom model endpoints, or to try the out-of-the-box models to generate text, summarize, and create text embeddings see the [Generative AI Inference API](/#/en/generative-ai-inference/latest/).

    To learn more about the service, see the [Generative AI documentation](/iaas/Content/generative-ai/home.htm).
    """

    def __init__(self, config, **kwargs):
        """
        Creates a new service client

        :param dict config:
            Configuration keys and values as per `SDK and Tool Configuration <https://docs.cloud.oracle.com/Content/API/Concepts/sdkconfig.htm>`__.
            The :py:meth:`~oci.config.from_file` method can be used to load configuration from a file. Alternatively, a ``dict`` can be passed. You can validate_config
            the dict using :py:meth:`~oci.config.validate_config`

        :param str service_endpoint: (optional)
            The endpoint of the service to call using this client. For example ``https://iaas.us-ashburn-1.oraclecloud.com``. If this keyword argument is
            not provided then it will be derived using the region in the config parameter. You should only provide this keyword argument if you have an explicit
            need to specify a service endpoint.

        :param timeout: (optional)
            The connection and read timeouts for the client. The default values are connection timeout 10 seconds and read timeout 60 seconds. This keyword argument can be provided
            as a single float, in which case the value provided is used for both the read and connection timeouts, or as a tuple of two floats. If
            a tuple is provided then the first value is used as the connection timeout and the second value as the read timeout.
        :type timeout: float or tuple(float, float)

        :param signer: (optional)
            The signer to use when signing requests made by the service client. The default is to use a :py:class:`~oci.signer.Signer` based on the values
            provided in the config parameter.

            One use case for this parameter is for `Instance Principals authentication <https://docs.cloud.oracle.com/Content/Identity/Tasks/callingservicesfrominstances.htm>`__
            by passing an instance of :py:class:`~oci.auth.signers.InstancePrincipalsSecurityTokenSigner` as the value for this keyword argument
        :type signer: :py:class:`~oci.signer.AbstractBaseSigner`

        :param obj retry_strategy: (optional)
            A retry strategy to apply to all calls made by this service client (i.e. at the client level). There is no retry strategy applied by default.
            Retry strategies can also be applied at the operation level by passing a ``retry_strategy`` keyword argument as part of calling the operation.
            Any value provided at the operation level will override whatever is specified at the client level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY`
            is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

        :param obj circuit_breaker_strategy: (optional)
            A circuit breaker strategy to apply to all calls made by this service client (i.e. at the client level).
            This client uses :py:data:`~oci.circuit_breaker.DEFAULT_CIRCUIT_BREAKER_STRATEGY` as default if no circuit breaker strategy is provided.
            The specifics of circuit breaker strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/circuit_breakers.html>`__.

        :param function circuit_breaker_callback: (optional)
            Callback function to receive any exceptions triggerred by the circuit breaker.

        :param bool client_level_realm_specific_endpoint_template_enabled: (optional)
            A boolean flag to indicate whether or not this client should be created with realm specific endpoint template enabled or disable. By default, this will be set as None.

        :param allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this client should allow control characters in the response object. By default, the client will not
            allow control characters to be in the response object.
        """
        if not OCI_SDK_ENABLED_SERVICES_SET.is_service_enabled("generative_ai"):
            raise InvalidAlloyConfig("The Alloy configuration has disabled this service, this behavior is controlled by OCI_SDK_ENABLED_SERVICES_SET variable. Please check if your local alloy-config file configured the service you're targeting or contact the cloud provider on the availability of this service")

        validate_config(config, signer=kwargs.get('signer'))
        if 'signer' in kwargs:
            signer = kwargs['signer']

        elif AUTHENTICATION_TYPE_FIELD_NAME in config:
            signer = get_signer_from_authentication_type(config)

        else:
            signer = Signer(
                tenancy=config["tenancy"],
                user=config["user"],
                fingerprint=config["fingerprint"],
                private_key_file_location=config.get("key_file"),
                pass_phrase=get_config_value_or_default(config, "pass_phrase"),
                private_key_content=config.get("key_content")
            )

        base_client_init_kwargs = {
            'regional_client': True,
            'service_endpoint': kwargs.get('service_endpoint'),
            'base_path': '/20231130',
            'service_endpoint_template': 'https://generativeai.{region}.oci.{secondLevelDomain}',
            'service_endpoint_template_per_realm': {  },  # noqa: E201 E202
            'skip_deserialization': kwargs.get('skip_deserialization', False),
            'circuit_breaker_strategy': kwargs.get('circuit_breaker_strategy', circuit_breaker.GLOBAL_CIRCUIT_BREAKER_STRATEGY),
            'client_level_realm_specific_endpoint_template_enabled': kwargs.get('client_level_realm_specific_endpoint_template_enabled')
        }
        if 'timeout' in kwargs:
            base_client_init_kwargs['timeout'] = kwargs.get('timeout')
        if base_client_init_kwargs.get('circuit_breaker_strategy') is None:
            base_client_init_kwargs['circuit_breaker_strategy'] = circuit_breaker.DEFAULT_CIRCUIT_BREAKER_STRATEGY
        if 'allow_control_chars' in kwargs:
            base_client_init_kwargs['allow_control_chars'] = kwargs.get('allow_control_chars')
        self.base_client = BaseClient("generative_ai", config, signer, generative_ai_type_mapping, **base_client_init_kwargs)
        self.retry_strategy = kwargs.get('retry_strategy')
        self.circuit_breaker_callback = kwargs.get('circuit_breaker_callback')

    def change_dedicated_ai_cluster_compartment(self, dedicated_ai_cluster_id, change_dedicated_ai_cluster_compartment_details, **kwargs):
        """
        Moves a dedicated AI cluster into a different compartment within the same tenancy. For information about moving resources between compartments, see `Moving Resources to a Different Compartment`__.

        __ https://docs.cloud.oracle.com/iaas/Content/Identity/Tasks/managingcompartments.htm#moveRes


        :param str dedicated_ai_cluster_id: (required)
            The `OCID`__ of the dedicated AI cluster.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param oci.generative_ai.models.ChangeDedicatedAiClusterCompartmentDetails change_dedicated_ai_cluster_compartment_details: (required)
            The information to be updated.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call for a resource, set the
            `if-match` parameter to the value of the etag from a previous GET or POST response for
            that resource. The resource will be updated or deleted only if the etag you provide
            matches the resource's current etag value.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param str opc_retry_token: (optional)
            A token that uniquely identifies a request so it can be retried in case of a timeout or
            server error without risk of running that same action again. Retry tokens expire after 24
            hours, but can be invalidated before then due to conflicting operations. For example, if a resource
            has been deleted and removed from the system, then a retry of the original creation request
            might be rejected.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type None
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/change_dedicated_ai_cluster_compartment.py.html>`__ to see an example of how to use change_dedicated_ai_cluster_compartment API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['dedicatedAiClusterId']
        resource_path = "/dedicatedAiClusters/{dedicatedAiClusterId}/actions/changeCompartment"
        method = "POST"
        operation_name = "change_dedicated_ai_cluster_compartment"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/DedicatedAiCluster/ChangeDedicatedAiClusterCompartment"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "if_match",
            "opc_request_id",
            "opc_retry_token"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"change_dedicated_ai_cluster_compartment got unknown kwargs: {extra_kwargs!r}")

        path_params = {
            "dedicatedAiClusterId": dedicated_ai_cluster_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError(f'Parameter {k} cannot be None, whitespace or empty string')

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing),
            "opc-retry-token": kwargs.get("opc_retry_token", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=change_dedicated_ai_cluster_compartment_details,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=change_dedicated_ai_cluster_compartment_details,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def change_endpoint_compartment(self, endpoint_id, change_endpoint_compartment_details, **kwargs):
        """
        Moves an endpoint into a different compartment within the same tenancy. For information about moving resources between compartments, see `Moving Resources to a Different Compartment`__.

        __ https://docs.cloud.oracle.com/iaas/Content/Identity/Tasks/managingcompartments.htm#moveRes


        :param str endpoint_id: (required)
            The `OCID`__ of the endpoint.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param oci.generative_ai.models.ChangeEndpointCompartmentDetails change_endpoint_compartment_details: (required)
            The endpoint information to be updated.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call for a resource, set the
            `if-match` parameter to the value of the etag from a previous GET or POST response for
            that resource. The resource will be updated or deleted only if the etag you provide
            matches the resource's current etag value.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param str opc_retry_token: (optional)
            A token that uniquely identifies a request so it can be retried in case of a timeout or
            server error without risk of running that same action again. Retry tokens expire after 24
            hours, but can be invalidated before then due to conflicting operations. For example, if a resource
            has been deleted and removed from the system, then a retry of the original creation request
            might be rejected.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type None
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/change_endpoint_compartment.py.html>`__ to see an example of how to use change_endpoint_compartment API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['endpointId']
        resource_path = "/endpoints/{endpointId}/actions/changeCompartment"
        method = "POST"
        operation_name = "change_endpoint_compartment"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/Endpoint/ChangeEndpointCompartment"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "if_match",
            "opc_request_id",
            "opc_retry_token"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"change_endpoint_compartment got unknown kwargs: {extra_kwargs!r}")

        path_params = {
            "endpointId": endpoint_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError(f'Parameter {k} cannot be None, whitespace or empty string')

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing),
            "opc-retry-token": kwargs.get("opc_retry_token", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=change_endpoint_compartment_details,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=change_endpoint_compartment_details,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def change_model_compartment(self, model_id, change_model_compartment_details, **kwargs):
        """
        Moves a custom model into a different compartment. For information about moving resources between compartments, see `Moving Resources to a Different Compartment`__.

        __ https://docs.cloud.oracle.com/iaas/Content/Identity/Tasks/managingcompartments.htm#moveRes


        :param str model_id: (required)
            The model OCID

        :param oci.generative_ai.models.ChangeModelCompartmentDetails change_model_compartment_details: (required)
            The information to be updated.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call for a resource, set the
            `if-match` parameter to the value of the etag from a previous GET or POST response for
            that resource. The resource will be updated or deleted only if the etag you provide
            matches the resource's current etag value.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param str opc_retry_token: (optional)
            A token that uniquely identifies a request so it can be retried in case of a timeout or
            server error without risk of running that same action again. Retry tokens expire after 24
            hours, but can be invalidated before then due to conflicting operations. For example, if a resource
            has been deleted and removed from the system, then a retry of the original creation request
            might be rejected.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type None
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/change_model_compartment.py.html>`__ to see an example of how to use change_model_compartment API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['modelId']
        resource_path = "/models/{modelId}/actions/changeCompartment"
        method = "POST"
        operation_name = "change_model_compartment"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/Model/ChangeModelCompartment"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "if_match",
            "opc_request_id",
            "opc_retry_token"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"change_model_compartment got unknown kwargs: {extra_kwargs!r}")

        path_params = {
            "modelId": model_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError(f'Parameter {k} cannot be None, whitespace or empty string')

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing),
            "opc-retry-token": kwargs.get("opc_retry_token", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=change_model_compartment_details,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=change_model_compartment_details,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def create_dedicated_ai_cluster(self, create_dedicated_ai_cluster_details, **kwargs):
        """
        Creates a dedicated AI cluster.


        :param oci.generative_ai.models.CreateDedicatedAiClusterDetails create_dedicated_ai_cluster_details: (required)
            Details for the new dedicated AI cluster.

        :param str opc_retry_token: (optional)
            A token that uniquely identifies a request so it can be retried in case of a timeout or
            server error without risk of running that same action again. Retry tokens expire after 24
            hours, but can be invalidated before then due to conflicting operations. For example, if a resource
            has been deleted and removed from the system, then a retry of the original creation request
            might be rejected.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.generative_ai.models.DedicatedAiCluster`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/create_dedicated_ai_cluster.py.html>`__ to see an example of how to use create_dedicated_ai_cluster API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = []
        resource_path = "/dedicatedAiClusters"
        method = "POST"
        operation_name = "create_dedicated_ai_cluster"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/DedicatedAiCluster/CreateDedicatedAiCluster"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "opc_retry_token",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"create_dedicated_ai_cluster got unknown kwargs: {extra_kwargs!r}")

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-retry-token": kwargs.get("opc_retry_token", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_dedicated_ai_cluster_details,
                response_type="DedicatedAiCluster",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_dedicated_ai_cluster_details,
                response_type="DedicatedAiCluster",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def create_endpoint(self, create_endpoint_details, **kwargs):
        """
        Creates an endpoint.

        The header contains an opc-work-request-id, which is the id for the WorkRequest that tracks the endpoint creation progress.


        :param oci.generative_ai.models.CreateEndpointDetails create_endpoint_details: (required)
            Details for the new endpoint.

        :param str opc_retry_token: (optional)
            A token that uniquely identifies a request so it can be retried in case of a timeout or
            server error without risk of running that same action again. Retry tokens expire after 24
            hours, but can be invalidated before then due to conflicting operations. For example, if a resource
            has been deleted and removed from the system, then a retry of the original creation request
            might be rejected.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.generative_ai.models.Endpoint`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/create_endpoint.py.html>`__ to see an example of how to use create_endpoint API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = []
        resource_path = "/endpoints"
        method = "POST"
        operation_name = "create_endpoint"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/Endpoint/CreateEndpoint"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "opc_retry_token",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"create_endpoint got unknown kwargs: {extra_kwargs!r}")

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-retry-token": kwargs.get("opc_retry_token", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_endpoint_details,
                response_type="Endpoint",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_endpoint_details,
                response_type="Endpoint",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def create_model(self, create_model_details, **kwargs):
        """
        Creates a custom model by fine-tuning a base model with your own dataset. You can create a new custom models or create a new version of existing custom model..

        The header contains an opc-work-request-id, which is the id for the WorkRequest that tracks the model creation progress.


        :param oci.generative_ai.models.CreateModelDetails create_model_details: (required)
            Details for the new model.

        :param str opc_retry_token: (optional)
            A token that uniquely identifies a request so it can be retried in case of a timeout or
            server error without risk of running that same action again. Retry tokens expire after 24
            hours, but can be invalidated before then due to conflicting operations. For example, if a resource
            has been deleted and removed from the system, then a retry of the original creation request
            might be rejected.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.generative_ai.models.Model`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/create_model.py.html>`__ to see an example of how to use create_model API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = []
        resource_path = "/models"
        method = "POST"
        operation_name = "create_model"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/Model/CreateModel"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "opc_retry_token",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"create_model got unknown kwargs: {extra_kwargs!r}")

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-retry-token": kwargs.get("opc_retry_token", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_retry_token_if_needed(header_params)
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_model_details,
                response_type="Model",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                header_params=header_params,
                body=create_model_details,
                response_type="Model",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def delete_dedicated_ai_cluster(self, dedicated_ai_cluster_id, **kwargs):
        """
        Deletes a dedicated AI cluster.

        You can only delete clusters without attached resources. Before you delete a hosting dedicated AI cluster, you must delete the endpoints associated to that cluster. Before you delete a fine-tuning dedicated AI cluster, you must delete the custom model on that cluster. The delete action permanently deletes the cluster. This action can't be undone.


        :param str dedicated_ai_cluster_id: (required)
            The `OCID`__ of the dedicated AI cluster.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call for a resource, set the
            `if-match` parameter to the value of the etag from a previous GET or POST response for
            that resource. The resource will be updated or deleted only if the etag you provide
            matches the resource's current etag value.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type None
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/delete_dedicated_ai_cluster.py.html>`__ to see an example of how to use delete_dedicated_ai_cluster API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['dedicatedAiClusterId']
        resource_path = "/dedicatedAiClusters/{dedicatedAiClusterId}"
        method = "DELETE"
        operation_name = "delete_dedicated_ai_cluster"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/DedicatedAiCluster/DeleteDedicatedAiCluster"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "if_match",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"delete_dedicated_ai_cluster got unknown kwargs: {extra_kwargs!r}")

        path_params = {
            "dedicatedAiClusterId": dedicated_ai_cluster_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError(f'Parameter {k} cannot be None, whitespace or empty string')

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def delete_endpoint(self, endpoint_id, **kwargs):
        """
        Deletes an endpoint.


        :param str endpoint_id: (required)
            The `OCID`__ of the endpoint.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call for a resource, set the
            `if-match` parameter to the value of the etag from a previous GET or POST response for
            that resource. The resource will be updated or deleted only if the etag you provide
            matches the resource's current etag value.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type None
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/delete_endpoint.py.html>`__ to see an example of how to use delete_endpoint API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['endpointId']
        resource_path = "/endpoints/{endpointId}"
        method = "DELETE"
        operation_name = "delete_endpoint"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/Endpoint/DeleteEndpoint"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "if_match",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"delete_endpoint got unknown kwargs: {extra_kwargs!r}")

        path_params = {
            "endpointId": endpoint_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError(f'Parameter {k} cannot be None, whitespace or empty string')

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def delete_model(self, model_id, **kwargs):
        """
        Deletes a custom model. A model shouldn't be deleted if there's one or more active endpoints associated with that model.


        :param str model_id: (required)
            The model OCID

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call for a resource, set the
            `if-match` parameter to the value of the etag from a previous GET or POST response for
            that resource. The resource will be updated or deleted only if the etag you provide
            matches the resource's current etag value.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type None
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/delete_model.py.html>`__ to see an example of how to use delete_model API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['modelId']
        resource_path = "/models/{modelId}"
        method = "DELETE"
        operation_name = "delete_model"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/Model/DeleteModel"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "if_match",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"delete_model got unknown kwargs: {extra_kwargs!r}")

        path_params = {
            "modelId": model_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError(f'Parameter {k} cannot be None, whitespace or empty string')

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def get_dedicated_ai_cluster(self, dedicated_ai_cluster_id, **kwargs):
        """
        Gets information about a dedicated AI cluster.


        :param str dedicated_ai_cluster_id: (required)
            The `OCID`__ of the dedicated AI cluster.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.generative_ai.models.DedicatedAiCluster`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/get_dedicated_ai_cluster.py.html>`__ to see an example of how to use get_dedicated_ai_cluster API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['dedicatedAiClusterId']
        resource_path = "/dedicatedAiClusters/{dedicatedAiClusterId}"
        method = "GET"
        operation_name = "get_dedicated_ai_cluster"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/DedicatedAiCluster/GetDedicatedAiCluster"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"get_dedicated_ai_cluster got unknown kwargs: {extra_kwargs!r}")

        path_params = {
            "dedicatedAiClusterId": dedicated_ai_cluster_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError(f'Parameter {k} cannot be None, whitespace or empty string')

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="DedicatedAiCluster",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="DedicatedAiCluster",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def get_endpoint(self, endpoint_id, **kwargs):
        """
        Gets information about an endpoint.


        :param str endpoint_id: (required)
            The `OCID`__ of the endpoint.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.generative_ai.models.Endpoint`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/get_endpoint.py.html>`__ to see an example of how to use get_endpoint API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['endpointId']
        resource_path = "/endpoints/{endpointId}"
        method = "GET"
        operation_name = "get_endpoint"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/Endpoint/GetEndpoint"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"get_endpoint got unknown kwargs: {extra_kwargs!r}")

        path_params = {
            "endpointId": endpoint_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError(f'Parameter {k} cannot be None, whitespace or empty string')

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="Endpoint",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="Endpoint",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def get_model(self, model_id, **kwargs):
        """
        Gets information about a custom model.


        :param str model_id: (required)
            The model OCID

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.generative_ai.models.Model`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/get_model.py.html>`__ to see an example of how to use get_model API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['modelId']
        resource_path = "/models/{modelId}"
        method = "GET"
        operation_name = "get_model"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/Model/GetModel"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"get_model got unknown kwargs: {extra_kwargs!r}")

        path_params = {
            "modelId": model_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError(f'Parameter {k} cannot be None, whitespace or empty string')

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="Model",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="Model",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def get_work_request(self, work_request_id, **kwargs):
        """
        Gets the details of a work request.


        :param str work_request_id: (required)
            The `OCID`__ of the asynchronous work request.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.generative_ai.models.WorkRequest`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/get_work_request.py.html>`__ to see an example of how to use get_work_request API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['workRequestId']
        resource_path = "/workRequests/{workRequestId}"
        method = "GET"
        operation_name = "get_work_request"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/WorkRequest/GetWorkRequest"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"get_work_request got unknown kwargs: {extra_kwargs!r}")

        path_params = {
            "workRequestId": work_request_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError(f'Parameter {k} cannot be None, whitespace or empty string')

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="WorkRequest",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                response_type="WorkRequest",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def list_dedicated_ai_clusters(self, compartment_id, **kwargs):
        """
        Lists the dedicated AI clusters in a specific compartment.


        :param str compartment_id: (required)
            The `OCID`__ of the compartment in which to list resources.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param str lifecycle_state: (optional)
            A filter to return only the dedicated AI clusters that their lifecycle state matches the given lifecycle state.

            Allowed values are: "CREATING", "ACTIVE", "UPDATING", "DELETING", "DELETED", "FAILED", "NEEDS_ATTENTION"

        :param str display_name: (optional)
            A filter to return only resources that match the given display name exactly.

        :param str id: (optional)
            The `OCID`__ of the dedicated AI cluster.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param int limit: (optional)
            For list pagination. The maximum number of results per page, or items to return in a
            paginated \"List\" call. For important details about how pagination works, see
            `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str page: (optional)
            For list pagination. The value of the opc-next-page response header from the previous
            \"List\" call. For important details about how pagination works, see
            `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            The sort order to use, either 'ASC' or 'DESC'.

            Allowed values are: "ASC", "DESC"

        :param str sort_by: (optional)
            The field to sort by. You can provide only one sort order. Default order for `timeCreated`
            is descending. Default order for `displayName` is ascending.

            Allowed values are: "timeCreated", "displayName", "lifecycleState"

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.generative_ai.models.DedicatedAiClusterCollection`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/list_dedicated_ai_clusters.py.html>`__ to see an example of how to use list_dedicated_ai_clusters API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['compartmentId']
        resource_path = "/dedicatedAiClusters"
        method = "GET"
        operation_name = "list_dedicated_ai_clusters"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/DedicatedAiClusterCollection/ListDedicatedAiClusters"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "lifecycle_state",
            "display_name",
            "id",
            "limit",
            "page",
            "sort_order",
            "sort_by",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"list_dedicated_ai_clusters got unknown kwargs: {extra_kwargs!r}")

        if 'lifecycle_state' in kwargs:
            lifecycle_state_allowed_values = ["CREATING", "ACTIVE", "UPDATING", "DELETING", "DELETED", "FAILED", "NEEDS_ATTENTION"]
            if kwargs['lifecycle_state'] not in lifecycle_state_allowed_values:
                raise ValueError(
                    f"Invalid value for `lifecycle_state`, must be one of { lifecycle_state_allowed_values }"
                )

        if 'sort_order' in kwargs:
            sort_order_allowed_values = ["ASC", "DESC"]
            if kwargs['sort_order'] not in sort_order_allowed_values:
                raise ValueError(
                    f"Invalid value for `sort_order`, must be one of { sort_order_allowed_values }"
                )

        if 'sort_by' in kwargs:
            sort_by_allowed_values = ["timeCreated", "displayName", "lifecycleState"]
            if kwargs['sort_by'] not in sort_by_allowed_values:
                raise ValueError(
                    f"Invalid value for `sort_by`, must be one of { sort_by_allowed_values }"
                )

        query_params = {
            "compartmentId": compartment_id,
            "lifecycleState": kwargs.get("lifecycle_state", missing),
            "displayName": kwargs.get("display_name", missing),
            "id": kwargs.get("id", missing),
            "limit": kwargs.get("limit", missing),
            "page": kwargs.get("page", missing),
            "sortOrder": kwargs.get("sort_order", missing),
            "sortBy": kwargs.get("sort_by", missing)
        }
        query_params = {k: v for (k, v) in six.iteritems(query_params) if v is not missing and v is not None}

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="DedicatedAiClusterCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="DedicatedAiClusterCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def list_endpoints(self, compartment_id, **kwargs):
        """
        Lists the endpoints of a specific compartment.


        :param str compartment_id: (required)
            The `OCID`__ of the compartment in which to list resources.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param str lifecycle_state: (optional)
            A filter to return only resources that their lifecycle state matches the given lifecycle state.

            Allowed values are: "ACTIVE", "CREATING", "UPDATING", "DELETING", "DELETED", "FAILED"

        :param str display_name: (optional)
            A filter to return only resources that match the given display name exactly.

        :param str id: (optional)
            The `OCID`__ of the endpoint.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param int limit: (optional)
            For list pagination. The maximum number of results per page, or items to return in a
            paginated \"List\" call. For important details about how pagination works, see
            `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str page: (optional)
            For list pagination. The value of the opc-next-page response header from the previous
            \"List\" call. For important details about how pagination works, see
            `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            The sort order to use, either 'ASC' or 'DESC'.

            Allowed values are: "ASC", "DESC"

        :param str sort_by: (optional)
            The field to sort by. You can provide only one sort order. Default order for `timeCreated`
            is descending. Default order for `displayName` is ascending.

            Allowed values are: "displayName", "timeCreated"

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.generative_ai.models.EndpointCollection`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/list_endpoints.py.html>`__ to see an example of how to use list_endpoints API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['compartmentId']
        resource_path = "/endpoints"
        method = "GET"
        operation_name = "list_endpoints"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/EndpointCollection/ListEndpoints"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "lifecycle_state",
            "display_name",
            "id",
            "limit",
            "page",
            "sort_order",
            "sort_by",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"list_endpoints got unknown kwargs: {extra_kwargs!r}")

        if 'lifecycle_state' in kwargs:
            lifecycle_state_allowed_values = ["ACTIVE", "CREATING", "UPDATING", "DELETING", "DELETED", "FAILED"]
            if kwargs['lifecycle_state'] not in lifecycle_state_allowed_values:
                raise ValueError(
                    f"Invalid value for `lifecycle_state`, must be one of { lifecycle_state_allowed_values }"
                )

        if 'sort_order' in kwargs:
            sort_order_allowed_values = ["ASC", "DESC"]
            if kwargs['sort_order'] not in sort_order_allowed_values:
                raise ValueError(
                    f"Invalid value for `sort_order`, must be one of { sort_order_allowed_values }"
                )

        if 'sort_by' in kwargs:
            sort_by_allowed_values = ["displayName", "timeCreated"]
            if kwargs['sort_by'] not in sort_by_allowed_values:
                raise ValueError(
                    f"Invalid value for `sort_by`, must be one of { sort_by_allowed_values }"
                )

        query_params = {
            "compartmentId": compartment_id,
            "lifecycleState": kwargs.get("lifecycle_state", missing),
            "displayName": kwargs.get("display_name", missing),
            "id": kwargs.get("id", missing),
            "limit": kwargs.get("limit", missing),
            "page": kwargs.get("page", missing),
            "sortOrder": kwargs.get("sort_order", missing),
            "sortBy": kwargs.get("sort_by", missing)
        }
        query_params = {k: v for (k, v) in six.iteritems(query_params) if v is not missing and v is not None}

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="EndpointCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="EndpointCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def list_models(self, compartment_id, **kwargs):
        """
        Lists the models in a specific compartment. Includes pretrained base models and fine-tuned custom models.


        :param str compartment_id: (required)
            The `OCID`__ of the compartment in which to list resources.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param str vendor: (optional)
            A filter to return only resources that match the entire vendor given.

        :param list[str] capability: (optional)
            A filter to return only resources their capability matches the given capability.

            Allowed values are: "TEXT_GENERATION", "TEXT_SUMMARIZATION", "TEXT_EMBEDDINGS", "FINE_TUNE", "CHAT"

        :param str lifecycle_state: (optional)
            A filter to return only resources their lifecycleState matches the given lifecycleState.

            Allowed values are: "ACTIVE", "CREATING", "DELETING", "DELETED", "FAILED"

        :param str display_name: (optional)
            A filter to return only resources that match the given display name exactly.

        :param str id: (optional)
            The ID of the model.

        :param int limit: (optional)
            For list pagination. The maximum number of results per page, or items to return in a
            paginated \"List\" call. For important details about how pagination works, see
            `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str page: (optional)
            For list pagination. The value of the opc-next-page response header from the previous
            \"List\" call. For important details about how pagination works, see
            `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            The sort order to use, either 'ASC' or 'DESC'.

            Allowed values are: "ASC", "DESC"

        :param str sort_by: (optional)
            The field to sort by. You can provide only one sort order. Default order for `timeCreated` is descending.

            Allowed values are: "displayName", "lifecycleState", "timeCreated"

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.generative_ai.models.ModelCollection`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/list_models.py.html>`__ to see an example of how to use list_models API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['compartmentId']
        resource_path = "/models"
        method = "GET"
        operation_name = "list_models"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/ModelCollection/ListModels"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "opc_request_id",
            "vendor",
            "capability",
            "lifecycle_state",
            "display_name",
            "id",
            "limit",
            "page",
            "sort_order",
            "sort_by"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"list_models got unknown kwargs: {extra_kwargs!r}")

        if 'capability' in kwargs:
            capability_allowed_values = ["TEXT_GENERATION", "TEXT_SUMMARIZATION", "TEXT_EMBEDDINGS", "FINE_TUNE", "CHAT"]
            for capability_item in kwargs['capability']:
                if capability_item not in capability_allowed_values:
                    raise ValueError(
                        f"Invalid value for `capability`, must be one of { capability_allowed_values }"
                    )

        if 'lifecycle_state' in kwargs:
            lifecycle_state_allowed_values = ["ACTIVE", "CREATING", "DELETING", "DELETED", "FAILED"]
            if kwargs['lifecycle_state'] not in lifecycle_state_allowed_values:
                raise ValueError(
                    f"Invalid value for `lifecycle_state`, must be one of { lifecycle_state_allowed_values }"
                )

        if 'sort_order' in kwargs:
            sort_order_allowed_values = ["ASC", "DESC"]
            if kwargs['sort_order'] not in sort_order_allowed_values:
                raise ValueError(
                    f"Invalid value for `sort_order`, must be one of { sort_order_allowed_values }"
                )

        if 'sort_by' in kwargs:
            sort_by_allowed_values = ["displayName", "lifecycleState", "timeCreated"]
            if kwargs['sort_by'] not in sort_by_allowed_values:
                raise ValueError(
                    f"Invalid value for `sort_by`, must be one of { sort_by_allowed_values }"
                )

        query_params = {
            "vendor": kwargs.get("vendor", missing),
            "capability": self.base_client.generate_collection_format_param(kwargs.get("capability", missing), 'multi'),
            "compartmentId": compartment_id,
            "lifecycleState": kwargs.get("lifecycle_state", missing),
            "displayName": kwargs.get("display_name", missing),
            "id": kwargs.get("id", missing),
            "limit": kwargs.get("limit", missing),
            "page": kwargs.get("page", missing),
            "sortOrder": kwargs.get("sort_order", missing),
            "sortBy": kwargs.get("sort_by", missing)
        }
        query_params = {k: v for (k, v) in six.iteritems(query_params) if v is not missing and v is not None}

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="ModelCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="ModelCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def list_work_request_errors(self, work_request_id, **kwargs):
        """
        Lists the errors for a work request.


        :param str work_request_id: (required)
            The `OCID`__ of the asynchronous work request.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param str page: (optional)
            For list pagination. The value of the opc-next-page response header from the previous
            \"List\" call. For important details about how pagination works, see
            `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            For list pagination. The maximum number of results per page, or items to return in a
            paginated \"List\" call. For important details about how pagination works, see
            `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_by: (optional)
            The field to sort by. Only one sort order may be provided. Default order for `timestamp` is descending.

            Allowed values are: "timestamp"

        :param str sort_order: (optional)
            The sort order to use, either 'ASC' or 'DESC'.

            Allowed values are: "ASC", "DESC"

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.generative_ai.models.WorkRequestErrorCollection`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/list_work_request_errors.py.html>`__ to see an example of how to use list_work_request_errors API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['workRequestId']
        resource_path = "/workRequests/{workRequestId}/errors"
        method = "GET"
        operation_name = "list_work_request_errors"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/WorkRequestError/ListWorkRequestErrors"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "opc_request_id",
            "page",
            "limit",
            "sort_by",
            "sort_order"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"list_work_request_errors got unknown kwargs: {extra_kwargs!r}")

        path_params = {
            "workRequestId": work_request_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError(f'Parameter {k} cannot be None, whitespace or empty string')

        if 'sort_by' in kwargs:
            sort_by_allowed_values = ["timestamp"]
            if kwargs['sort_by'] not in sort_by_allowed_values:
                raise ValueError(
                    f"Invalid value for `sort_by`, must be one of { sort_by_allowed_values }"
                )

        if 'sort_order' in kwargs:
            sort_order_allowed_values = ["ASC", "DESC"]
            if kwargs['sort_order'] not in sort_order_allowed_values:
                raise ValueError(
                    f"Invalid value for `sort_order`, must be one of { sort_order_allowed_values }"
                )

        query_params = {
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", missing),
            "sortBy": kwargs.get("sort_by", missing),
            "sortOrder": kwargs.get("sort_order", missing)
        }
        query_params = {k: v for (k, v) in six.iteritems(query_params) if v is not missing and v is not None}

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="WorkRequestErrorCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="WorkRequestErrorCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def list_work_request_logs(self, work_request_id, **kwargs):
        """
        Lists the logs for a work request.


        :param str work_request_id: (required)
            The `OCID`__ of the asynchronous work request.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param str page: (optional)
            For list pagination. The value of the opc-next-page response header from the previous
            \"List\" call. For important details about how pagination works, see
            `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            For list pagination. The maximum number of results per page, or items to return in a
            paginated \"List\" call. For important details about how pagination works, see
            `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_by: (optional)
            The field to sort by. Only one sort order may be provided. Default order for `timestamp` is descending.

            Allowed values are: "timestamp"

        :param str sort_order: (optional)
            The sort order to use, either 'ASC' or 'DESC'.

            Allowed values are: "ASC", "DESC"

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.generative_ai.models.WorkRequestLogEntryCollection`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/list_work_request_logs.py.html>`__ to see an example of how to use list_work_request_logs API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['workRequestId']
        resource_path = "/workRequests/{workRequestId}/logs"
        method = "GET"
        operation_name = "list_work_request_logs"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/WorkRequestLogEntry/ListWorkRequestLogs"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "opc_request_id",
            "page",
            "limit",
            "sort_by",
            "sort_order"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"list_work_request_logs got unknown kwargs: {extra_kwargs!r}")

        path_params = {
            "workRequestId": work_request_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError(f'Parameter {k} cannot be None, whitespace or empty string')

        if 'sort_by' in kwargs:
            sort_by_allowed_values = ["timestamp"]
            if kwargs['sort_by'] not in sort_by_allowed_values:
                raise ValueError(
                    f"Invalid value for `sort_by`, must be one of { sort_by_allowed_values }"
                )

        if 'sort_order' in kwargs:
            sort_order_allowed_values = ["ASC", "DESC"]
            if kwargs['sort_order'] not in sort_order_allowed_values:
                raise ValueError(
                    f"Invalid value for `sort_order`, must be one of { sort_order_allowed_values }"
                )

        query_params = {
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", missing),
            "sortBy": kwargs.get("sort_by", missing),
            "sortOrder": kwargs.get("sort_order", missing)
        }
        query_params = {k: v for (k, v) in six.iteritems(query_params) if v is not missing and v is not None}

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="WorkRequestLogEntryCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                query_params=query_params,
                header_params=header_params,
                response_type="WorkRequestLogEntryCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def list_work_requests(self, compartment_id, **kwargs):
        """
        Lists the work requests in a compartment.


        :param str compartment_id: (required)
            The `OCID`__ of the compartment in which to list resources.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param str work_request_id: (optional)
            The `OCID`__ of the asynchronous work request.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param str status: (optional)
            A filter to return only the resources that match the given lifecycle state.

            Allowed values are: "ACCEPTED", "IN_PROGRESS", "WAITING", "FAILED", "SUCCEEDED", "CANCELING", "CANCELED"

        :param str resource_id: (optional)
            The `OCID`__ of the resource affected by the work request.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param str page: (optional)
            For list pagination. The value of the opc-next-page response header from the previous
            \"List\" call. For important details about how pagination works, see
            `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param int limit: (optional)
            For list pagination. The maximum number of results per page, or items to return in a
            paginated \"List\" call. For important details about how pagination works, see
            `List Pagination`__.

            __ https://docs.cloud.oracle.com/iaas/Content/API/Concepts/usingapi.htm#nine

        :param str sort_order: (optional)
            The sort order to use, either 'ASC' or 'DESC'.

            Allowed values are: "ASC", "DESC"

        :param str sort_by: (optional)
            The field to sort by. Only one sort order may be provided. Default order for `timeAccepted` is descending.

            Allowed values are: "timeAccepted"

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.generative_ai.models.WorkRequestSummaryCollection`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/list_work_requests.py.html>`__ to see an example of how to use list_work_requests API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['compartmentId']
        resource_path = "/workRequests"
        method = "GET"
        operation_name = "list_work_requests"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/WorkRequest/ListWorkRequests"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "work_request_id",
            "status",
            "resource_id",
            "opc_request_id",
            "page",
            "limit",
            "sort_order",
            "sort_by"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"list_work_requests got unknown kwargs: {extra_kwargs!r}")

        if 'status' in kwargs:
            status_allowed_values = ["ACCEPTED", "IN_PROGRESS", "WAITING", "FAILED", "SUCCEEDED", "CANCELING", "CANCELED"]
            if kwargs['status'] not in status_allowed_values:
                raise ValueError(
                    f"Invalid value for `status`, must be one of { status_allowed_values }"
                )

        if 'sort_order' in kwargs:
            sort_order_allowed_values = ["ASC", "DESC"]
            if kwargs['sort_order'] not in sort_order_allowed_values:
                raise ValueError(
                    f"Invalid value for `sort_order`, must be one of { sort_order_allowed_values }"
                )

        if 'sort_by' in kwargs:
            sort_by_allowed_values = ["timeAccepted"]
            if kwargs['sort_by'] not in sort_by_allowed_values:
                raise ValueError(
                    f"Invalid value for `sort_by`, must be one of { sort_by_allowed_values }"
                )

        query_params = {
            "compartmentId": compartment_id,
            "workRequestId": kwargs.get("work_request_id", missing),
            "status": kwargs.get("status", missing),
            "resourceId": kwargs.get("resource_id", missing),
            "page": kwargs.get("page", missing),
            "limit": kwargs.get("limit", missing),
            "sortOrder": kwargs.get("sort_order", missing),
            "sortBy": kwargs.get("sort_by", missing)
        }
        query_params = {k: v for (k, v) in six.iteritems(query_params) if v is not missing and v is not None}

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="WorkRequestSummaryCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                query_params=query_params,
                header_params=header_params,
                response_type="WorkRequestSummaryCollection",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def update_dedicated_ai_cluster(self, dedicated_ai_cluster_id, update_dedicated_ai_cluster_details, **kwargs):
        """
        Updates a dedicated AI cluster.


        :param str dedicated_ai_cluster_id: (required)
            The `OCID`__ of the dedicated AI cluster.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param oci.generative_ai.models.UpdateDedicatedAiClusterDetails update_dedicated_ai_cluster_details: (required)
            The information to be updated.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call for a resource, set the
            `if-match` parameter to the value of the etag from a previous GET or POST response for
            that resource. The resource will be updated or deleted only if the etag you provide
            matches the resource's current etag value.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.generative_ai.models.DedicatedAiCluster`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/update_dedicated_ai_cluster.py.html>`__ to see an example of how to use update_dedicated_ai_cluster API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['dedicatedAiClusterId']
        resource_path = "/dedicatedAiClusters/{dedicatedAiClusterId}"
        method = "PUT"
        operation_name = "update_dedicated_ai_cluster"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/DedicatedAiCluster/UpdateDedicatedAiCluster"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "if_match",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"update_dedicated_ai_cluster got unknown kwargs: {extra_kwargs!r}")

        path_params = {
            "dedicatedAiClusterId": dedicated_ai_cluster_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError(f'Parameter {k} cannot be None, whitespace or empty string')

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_dedicated_ai_cluster_details,
                response_type="DedicatedAiCluster",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_dedicated_ai_cluster_details,
                response_type="DedicatedAiCluster",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def update_endpoint(self, endpoint_id, update_endpoint_details, **kwargs):
        """
        Updates the properties of an endpoint.


        :param str endpoint_id: (required)
            The `OCID`__ of the endpoint.

            __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm

        :param oci.generative_ai.models.UpdateEndpointDetails update_endpoint_details: (required)
            The information to be updated.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call for a resource, set the
            `if-match` parameter to the value of the etag from a previous GET or POST response for
            that resource. The resource will be updated or deleted only if the etag you provide
            matches the resource's current etag value.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.generative_ai.models.Endpoint`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/update_endpoint.py.html>`__ to see an example of how to use update_endpoint API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['endpointId']
        resource_path = "/endpoints/{endpointId}"
        method = "PUT"
        operation_name = "update_endpoint"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/Endpoint/UpdateEndpoint"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "if_match",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"update_endpoint got unknown kwargs: {extra_kwargs!r}")

        path_params = {
            "endpointId": endpoint_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError(f'Parameter {k} cannot be None, whitespace or empty string')

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_endpoint_details,
                response_type="Endpoint",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_endpoint_details,
                response_type="Endpoint",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)

    def update_model(self, model_id, update_model_details, **kwargs):
        """
        Updates the properties of a custom model such as name, description, version, freeform tags, and defined tags.


        :param str model_id: (required)
            The model OCID

        :param oci.generative_ai.models.UpdateModelDetails update_model_details: (required)
            The model information to be updated.

        :param str if_match: (optional)
            For optimistic concurrency control. In the PUT or DELETE call for a resource, set the
            `if-match` parameter to the value of the etag from a previous GET or POST response for
            that resource. The resource will be updated or deleted only if the etag you provide
            matches the resource's current etag value.

        :param str opc_request_id: (optional)
            Unique Oracle-assigned identifier for the request. If you need to contact
            Oracle about a particular request, please provide the request ID.
            The only valid characters for request IDs are letters, numbers,
            underscore, and dash.

        :param obj retry_strategy: (optional)
            A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level.

            This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided.
            The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__.

            To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`.

        :param bool allow_control_chars: (optional)
            allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object.
            By default, the response will not allow control characters in strings

        :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.generative_ai.models.Model`
        :rtype: :class:`~oci.response.Response`

        :example:
        Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/2.128.2/generativeai/update_model.py.html>`__ to see an example of how to use update_model API.
        """
        # Required path and query arguments. These are in camelCase to replace values in service endpoints.
        required_arguments = ['modelId']
        resource_path = "/models/{modelId}"
        method = "PUT"
        operation_name = "update_model"
        api_reference_link = "https://docs.oracle.com/iaas/api/#/en/generative-ai/20231130/Model/UpdateModel"

        # Don't accept unknown kwargs
        expected_kwargs = [
            "allow_control_chars",
            "retry_strategy",
            "if_match",
            "opc_request_id"
        ]
        extra_kwargs = [_key for _key in six.iterkeys(kwargs) if _key not in expected_kwargs]
        if extra_kwargs:
            raise ValueError(
                f"update_model got unknown kwargs: {extra_kwargs!r}")

        path_params = {
            "modelId": model_id
        }

        path_params = {k: v for (k, v) in six.iteritems(path_params) if v is not missing}

        for (k, v) in six.iteritems(path_params):
            if v is None or (isinstance(v, six.string_types) and len(v.strip()) == 0):
                raise ValueError(f'Parameter {k} cannot be None, whitespace or empty string')

        header_params = {
            "accept": "application/json",
            "content-type": "application/json",
            "if-match": kwargs.get("if_match", missing),
            "opc-request-id": kwargs.get("opc_request_id", missing)
        }
        header_params = {k: v for (k, v) in six.iteritems(header_params) if v is not missing and v is not None}

        retry_strategy = self.base_client.get_preferred_retry_strategy(
            operation_retry_strategy=kwargs.get('retry_strategy'),
            client_retry_strategy=self.retry_strategy
        )
        if retry_strategy is None:
            retry_strategy = retry.DEFAULT_RETRY_STRATEGY

        if retry_strategy:
            if not isinstance(retry_strategy, retry.NoneRetryStrategy):
                self.base_client.add_opc_client_retries_header(header_params)
                retry_strategy.add_circuit_breaker_callback(self.circuit_breaker_callback)
            return retry_strategy.make_retrying_call(
                self.base_client.call_api,
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_model_details,
                response_type="Model",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
        else:
            return self.base_client.call_api(
                resource_path=resource_path,
                method=method,
                path_params=path_params,
                header_params=header_params,
                body=update_model_details,
                response_type="Model",
                allow_control_chars=kwargs.get('allow_control_chars'),
                operation_name=operation_name,
                api_reference_link=api_reference_link,
                required_arguments=required_arguments)
