| 
														 | 
														 | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            ) | 
														 | 
														 | 
														            ) | 
													
													
												
													
														 | 
														 | 
														        ) | 
														 | 
														 | 
														        ) | 
													
													
												
													
														 | 
														 | 
														    ), | 
														 | 
														 | 
														    ), | 
													
													
												
													
														 | 
														 | 
														    AzureBaseModel( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														        base_model_name='gpt-4o-mini', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														        entity=AIModelEntity( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            model='fake-deployment-name', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            label=I18nObject( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                en_US='fake-deployment-name-label', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            model_type=ModelType.LLM, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            features=[ | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ModelFeature.AGENT_THOUGHT, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ModelFeature.VISION, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ModelFeature.MULTI_TOOL_CALL, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ModelFeature.STREAM_TOOL_CALL, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            ], | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            fetch_from=FetchFrom.CUSTOMIZABLE_MODEL, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            model_properties={ | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ModelPropertyKey.MODE: LLMMode.CHAT.value, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ModelPropertyKey.CONTEXT_SIZE: 128000, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            }, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            parameter_rules=[ | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ParameterRule( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    name='temperature', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    **PARAMETER_RULE_TEMPLATE[DefaultParameterName.TEMPERATURE], | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ParameterRule( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    name='top_p', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    **PARAMETER_RULE_TEMPLATE[DefaultParameterName.TOP_P], | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ParameterRule( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    name='presence_penalty', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    **PARAMETER_RULE_TEMPLATE[DefaultParameterName.PRESENCE_PENALTY], | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ParameterRule( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    name='frequency_penalty', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    **PARAMETER_RULE_TEMPLATE[DefaultParameterName.FREQUENCY_PENALTY], | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                _get_max_tokens(default=512, min_val=1, max_val=16384), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ParameterRule( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    name='seed', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    label=I18nObject( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                        zh_Hans='种子', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                        en_US='Seed' | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    type='int', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    help=I18nObject( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                        zh_Hans='如果指定,模型将尽最大努力进行确定性采样,使得重复的具有相同种子和参数的请求应该返回相同的结果。不能保证确定性,您应该参考 system_fingerprint 响应参数来监视变化。', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                        en_US='If specified, model will make a best effort to sample deterministically, such that repeated requests with the same seed and parameters should return the same result. Determinism is not guaranteed, and you should refer to the system_fingerprint response parameter to monitor changes in the backend.' | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    required=False, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    precision=2, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    min=0, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    max=1, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ParameterRule( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    name='response_format', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    label=I18nObject( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                        zh_Hans='回复格式', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                        en_US='response_format' | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    type='string', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    help=I18nObject( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                        zh_Hans='指定模型必须输出的格式', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                        en_US='specifying the format that the model must output' | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    required=False, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    options=['text', 'json_object'] | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            ], | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            pricing=PriceConfig( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                input=0.150, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                output=0.600, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                unit=0.000001, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                currency='USD', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            ) | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														        ) | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														    ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														    AzureBaseModel( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														        base_model_name='gpt-4o-mini-2024-07-18', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														        entity=AIModelEntity( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            model='fake-deployment-name', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            label=I18nObject( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                en_US='fake-deployment-name-label', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            model_type=ModelType.LLM, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            features=[ | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ModelFeature.AGENT_THOUGHT, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ModelFeature.VISION, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ModelFeature.MULTI_TOOL_CALL, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ModelFeature.STREAM_TOOL_CALL, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            ], | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            fetch_from=FetchFrom.CUSTOMIZABLE_MODEL, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            model_properties={ | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ModelPropertyKey.MODE: LLMMode.CHAT.value, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ModelPropertyKey.CONTEXT_SIZE: 128000, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            }, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            parameter_rules=[ | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ParameterRule( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    name='temperature', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    **PARAMETER_RULE_TEMPLATE[DefaultParameterName.TEMPERATURE], | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ParameterRule( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    name='top_p', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    **PARAMETER_RULE_TEMPLATE[DefaultParameterName.TOP_P], | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ParameterRule( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    name='presence_penalty', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    **PARAMETER_RULE_TEMPLATE[DefaultParameterName.PRESENCE_PENALTY], | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ParameterRule( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    name='frequency_penalty', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    **PARAMETER_RULE_TEMPLATE[DefaultParameterName.FREQUENCY_PENALTY], | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                _get_max_tokens(default=512, min_val=1, max_val=16384), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ParameterRule( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    name='seed', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    label=I18nObject( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                        zh_Hans='种子', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                        en_US='Seed' | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    type='int', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    help=I18nObject( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                        zh_Hans='如果指定,模型将尽最大努力进行确定性采样,使得重复的具有相同种子和参数的请求应该返回相同的结果。不能保证确定性,您应该参考 system_fingerprint 响应参数来监视变化。', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                        en_US='If specified, model will make a best effort to sample deterministically, such that repeated requests with the same seed and parameters should return the same result. Determinism is not guaranteed, and you should refer to the system_fingerprint response parameter to monitor changes in the backend.' | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    required=False, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    precision=2, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    min=0, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    max=1, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ParameterRule( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    name='response_format', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    label=I18nObject( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                        zh_Hans='回复格式', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                        en_US='response_format' | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    type='string', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    help=I18nObject( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                        zh_Hans='指定模型必须输出的格式', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                        en_US='specifying the format that the model must output' | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    required=False, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                    options=['text', 'json_object'] | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            ], | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            pricing=PriceConfig( | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                input=0.150, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                output=0.600, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                unit=0.000001, | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														                currency='USD', | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														            ) | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														        ) | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														    ), | 
														 | 
														 | 
														 | 
													
													
												
													
														 | 
														 | 
														    AzureBaseModel( | 
														 | 
														 | 
														    AzureBaseModel( | 
													
													
												
													
														 | 
														 | 
														        base_model_name='gpt-4o', | 
														 | 
														 | 
														        base_model_name='gpt-4o', | 
													
													
												
													
														 | 
														 | 
														        entity=AIModelEntity( | 
														 | 
														 | 
														        entity=AIModelEntity( |