dify
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100
dify/api/core/agent/plugin_entities.py
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100
dify/api/core/agent/plugin_entities.py
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from enum import StrEnum
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from typing import Any
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from pydantic import BaseModel, ConfigDict, Field, ValidationInfo, field_validator
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from core.entities.parameter_entities import CommonParameterType
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from core.plugin.entities.parameters import (
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PluginParameter,
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as_normal_type,
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cast_parameter_value,
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init_frontend_parameter,
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)
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from core.tools.entities.common_entities import I18nObject
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from core.tools.entities.tool_entities import (
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ToolIdentity,
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ToolProviderIdentity,
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)
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class AgentStrategyProviderIdentity(ToolProviderIdentity):
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"""
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Inherits from ToolProviderIdentity, without any additional fields.
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"""
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pass
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class AgentStrategyParameter(PluginParameter):
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class AgentStrategyParameterType(StrEnum):
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"""
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Keep all the types from PluginParameterType
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"""
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STRING = CommonParameterType.STRING
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NUMBER = CommonParameterType.NUMBER
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BOOLEAN = CommonParameterType.BOOLEAN
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SELECT = CommonParameterType.SELECT
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SECRET_INPUT = CommonParameterType.SECRET_INPUT
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FILE = CommonParameterType.FILE
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FILES = CommonParameterType.FILES
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APP_SELECTOR = CommonParameterType.APP_SELECTOR
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MODEL_SELECTOR = CommonParameterType.MODEL_SELECTOR
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TOOLS_SELECTOR = CommonParameterType.TOOLS_SELECTOR
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ANY = CommonParameterType.ANY
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# deprecated, should not use.
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SYSTEM_FILES = CommonParameterType.SYSTEM_FILES
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def as_normal_type(self):
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return as_normal_type(self)
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def cast_value(self, value: Any):
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return cast_parameter_value(self, value)
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type: AgentStrategyParameterType = Field(..., description="The type of the parameter")
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help: I18nObject | None = None
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def init_frontend_parameter(self, value: Any):
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return init_frontend_parameter(self, self.type, value)
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class AgentStrategyProviderEntity(BaseModel):
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identity: AgentStrategyProviderIdentity
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plugin_id: str | None = Field(None, description="The id of the plugin")
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class AgentStrategyIdentity(ToolIdentity):
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"""
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Inherits from ToolIdentity, without any additional fields.
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"""
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pass
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class AgentFeature(StrEnum):
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"""
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Agent Feature, used to describe the features of the agent strategy.
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"""
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HISTORY_MESSAGES = "history-messages"
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class AgentStrategyEntity(BaseModel):
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identity: AgentStrategyIdentity
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parameters: list[AgentStrategyParameter] = Field(default_factory=list)
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description: I18nObject = Field(..., description="The description of the agent strategy")
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output_schema: dict | None = None
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features: list[AgentFeature] | None = None
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meta_version: str | None = None
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# pydantic configs
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model_config = ConfigDict(protected_namespaces=())
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@field_validator("parameters", mode="before")
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@classmethod
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def set_parameters(cls, v, validation_info: ValidationInfo) -> list[AgentStrategyParameter]:
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return v or []
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class AgentProviderEntityWithPlugin(AgentStrategyProviderEntity):
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strategies: list[AgentStrategyEntity] = Field(default_factory=list)
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