Introduce Plugins (#13836)
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9
api/core/plugin/entities/base.py
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9
api/core/plugin/entities/base.py
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@@ -0,0 +1,9 @@
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from datetime import datetime
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from pydantic import BaseModel
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class BasePluginEntity(BaseModel):
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id: str
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created_at: datetime
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updated_at: datetime
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30
api/core/plugin/entities/bundle.py
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30
api/core/plugin/entities/bundle.py
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from enum import StrEnum
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from pydantic import BaseModel
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from core.plugin.entities.plugin import PluginDeclaration, PluginInstallationSource
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class PluginBundleDependency(BaseModel):
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class Type(StrEnum):
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Github = PluginInstallationSource.Github.value
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Marketplace = PluginInstallationSource.Marketplace.value
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Package = PluginInstallationSource.Package.value
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class Github(BaseModel):
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repo_address: str
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repo: str
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release: str
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packages: str
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class Marketplace(BaseModel):
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organization: str
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plugin: str
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version: str
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class Package(BaseModel):
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unique_identifier: str
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manifest: PluginDeclaration
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type: Type
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value: Github | Marketplace | Package
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54
api/core/plugin/entities/endpoint.py
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54
api/core/plugin/entities/endpoint.py
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from datetime import datetime
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from typing import Optional
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from pydantic import BaseModel, Field, model_validator
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from configs import dify_config
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from core.entities.provider_entities import ProviderConfig
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from core.plugin.entities.base import BasePluginEntity
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class EndpointDeclaration(BaseModel):
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"""
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declaration of an endpoint
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"""
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path: str
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method: str
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hidden: bool = Field(default=False)
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class EndpointProviderDeclaration(BaseModel):
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"""
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declaration of an endpoint group
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"""
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settings: list[ProviderConfig] = Field(default_factory=list)
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endpoints: Optional[list[EndpointDeclaration]] = Field(default_factory=list)
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class EndpointEntity(BasePluginEntity):
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"""
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entity of an endpoint
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"""
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settings: dict
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tenant_id: str
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plugin_id: str
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expired_at: datetime
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declaration: EndpointProviderDeclaration = Field(default_factory=EndpointProviderDeclaration)
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class EndpointEntityWithInstance(EndpointEntity):
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name: str
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enabled: bool
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url: str
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hook_id: str
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@model_validator(mode="before")
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@classmethod
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def render_url_template(cls, values):
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if "url" not in values:
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url_template = dify_config.ENDPOINT_URL_TEMPLATE
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values["url"] = url_template.replace("{hook_id}", values["hook_id"])
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return values
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45
api/core/plugin/entities/marketplace.py
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45
api/core/plugin/entities/marketplace.py
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from typing import Optional
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from pydantic import BaseModel, Field, model_validator
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from core.model_runtime.entities.provider_entities import ProviderEntity
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from core.plugin.entities.endpoint import EndpointProviderDeclaration
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from core.plugin.entities.plugin import PluginResourceRequirements
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from core.tools.entities.common_entities import I18nObject
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from core.tools.entities.tool_entities import ToolProviderEntity
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class MarketplacePluginDeclaration(BaseModel):
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name: str = Field(..., description="Unique identifier for the plugin within the marketplace")
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org: str = Field(..., description="Organization or developer responsible for creating and maintaining the plugin")
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plugin_id: str = Field(..., description="Globally unique identifier for the plugin across all marketplaces")
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icon: str = Field(..., description="URL or path to the plugin's visual representation")
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label: I18nObject = Field(..., description="Localized display name for the plugin in different languages")
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brief: I18nObject = Field(..., description="Short, localized description of the plugin's functionality")
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resource: PluginResourceRequirements = Field(
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..., description="Specification of computational resources needed to run the plugin"
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)
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endpoint: Optional[EndpointProviderDeclaration] = Field(
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None, description="Configuration for the plugin's API endpoint, if applicable"
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)
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model: Optional[ProviderEntity] = Field(None, description="Details of the AI model used by the plugin, if any")
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tool: Optional[ToolProviderEntity] = Field(
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None, description="Information about the tool functionality provided by the plugin, if any"
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)
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latest_version: str = Field(
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..., description="Most recent version number of the plugin available in the marketplace"
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)
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latest_package_identifier: str = Field(
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..., description="Unique identifier for the latest package release of the plugin"
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)
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@model_validator(mode="before")
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@classmethod
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def transform_declaration(cls, data: dict):
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if "endpoint" in data and not data["endpoint"]:
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del data["endpoint"]
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if "model" in data and not data["model"]:
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del data["model"]
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if "tool" in data and not data["tool"]:
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del data["tool"]
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return data
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162
api/core/plugin/entities/parameters.py
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162
api/core/plugin/entities/parameters.py
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@@ -0,0 +1,162 @@
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import enum
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from typing import Any, Optional, Union
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from pydantic import BaseModel, Field, field_validator
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from core.entities.parameter_entities import CommonParameterType
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from core.tools.entities.common_entities import I18nObject
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class PluginParameterOption(BaseModel):
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value: str = Field(..., description="The value of the option")
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label: I18nObject = Field(..., description="The label of the option")
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@field_validator("value", mode="before")
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@classmethod
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def transform_id_to_str(cls, value) -> str:
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if not isinstance(value, str):
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return str(value)
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else:
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return value
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class PluginParameterType(enum.StrEnum):
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"""
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all available parameter types
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"""
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STRING = CommonParameterType.STRING.value
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NUMBER = CommonParameterType.NUMBER.value
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BOOLEAN = CommonParameterType.BOOLEAN.value
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SELECT = CommonParameterType.SELECT.value
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SECRET_INPUT = CommonParameterType.SECRET_INPUT.value
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FILE = CommonParameterType.FILE.value
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FILES = CommonParameterType.FILES.value
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APP_SELECTOR = CommonParameterType.APP_SELECTOR.value
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MODEL_SELECTOR = CommonParameterType.MODEL_SELECTOR.value
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TOOLS_SELECTOR = CommonParameterType.TOOLS_SELECTOR.value
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# deprecated, should not use.
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SYSTEM_FILES = CommonParameterType.SYSTEM_FILES.value
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class PluginParameterAutoGenerate(BaseModel):
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class Type(enum.StrEnum):
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PROMPT_INSTRUCTION = "prompt_instruction"
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type: Type
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class PluginParameterTemplate(BaseModel):
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enabled: bool = Field(default=False, description="Whether the parameter is jinja enabled")
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class PluginParameter(BaseModel):
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name: str = Field(..., description="The name of the parameter")
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label: I18nObject = Field(..., description="The label presented to the user")
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placeholder: Optional[I18nObject] = Field(default=None, description="The placeholder presented to the user")
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scope: str | None = None
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auto_generate: Optional[PluginParameterAutoGenerate] = None
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template: Optional[PluginParameterTemplate] = None
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required: bool = False
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default: Optional[Union[float, int, str]] = None
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min: Optional[Union[float, int]] = None
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max: Optional[Union[float, int]] = None
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precision: Optional[int] = None
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options: list[PluginParameterOption] = Field(default_factory=list)
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@field_validator("options", mode="before")
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@classmethod
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def transform_options(cls, v):
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if not isinstance(v, list):
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return []
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return v
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def as_normal_type(typ: enum.StrEnum):
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if typ.value in {
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PluginParameterType.SECRET_INPUT,
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PluginParameterType.SELECT,
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}:
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return "string"
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return typ.value
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def cast_parameter_value(typ: enum.StrEnum, value: Any, /):
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try:
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match typ.value:
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case PluginParameterType.STRING | PluginParameterType.SECRET_INPUT | PluginParameterType.SELECT:
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if value is None:
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return ""
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else:
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return value if isinstance(value, str) else str(value)
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case PluginParameterType.BOOLEAN:
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if value is None:
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return False
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elif isinstance(value, str):
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# Allowed YAML boolean value strings: https://yaml.org/type/bool.html
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# and also '0' for False and '1' for True
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match value.lower():
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case "true" | "yes" | "y" | "1":
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return True
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case "false" | "no" | "n" | "0":
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return False
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case _:
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return bool(value)
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else:
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return value if isinstance(value, bool) else bool(value)
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case PluginParameterType.NUMBER:
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if isinstance(value, int | float):
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return value
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elif isinstance(value, str) and value:
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if "." in value:
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return float(value)
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else:
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return int(value)
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case PluginParameterType.SYSTEM_FILES | PluginParameterType.FILES:
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if not isinstance(value, list):
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return [value]
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return value
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case PluginParameterType.FILE:
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if isinstance(value, list):
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if len(value) != 1:
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raise ValueError("This parameter only accepts one file but got multiple files while invoking.")
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else:
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return value[0]
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return value
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case PluginParameterType.MODEL_SELECTOR | PluginParameterType.APP_SELECTOR:
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if not isinstance(value, dict):
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raise ValueError("The selector must be a dictionary.")
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return value
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case PluginParameterType.TOOLS_SELECTOR:
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if not isinstance(value, list):
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raise ValueError("The tools selector must be a list.")
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return value
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case _:
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return str(value)
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except ValueError:
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raise
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except Exception:
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raise ValueError(f"The tool parameter value {value} is not in correct type of {as_normal_type(typ)}.")
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def init_frontend_parameter(rule: PluginParameter, type: enum.StrEnum, value: Any):
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"""
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init frontend parameter by rule
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"""
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parameter_value = value
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if not parameter_value and parameter_value != 0:
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# get default value
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parameter_value = rule.default
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if not parameter_value and rule.required:
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raise ValueError(f"tool parameter {rule.name} not found in tool config")
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if type == PluginParameterType.SELECT:
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# check if tool_parameter_config in options
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options = [x.value for x in rule.options]
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if parameter_value is not None and parameter_value not in options:
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raise ValueError(f"tool parameter {rule.name} value {parameter_value} not in options {options}")
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return cast_parameter_value(type, parameter_value)
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220
api/core/plugin/entities/plugin.py
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220
api/core/plugin/entities/plugin.py
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@@ -0,0 +1,220 @@
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import datetime
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import enum
|
||||
import re
|
||||
from collections.abc import Mapping
|
||||
from typing import Any, Optional
|
||||
|
||||
from pydantic import BaseModel, Field, model_validator
|
||||
|
||||
from core.agent.plugin_entities import AgentStrategyProviderEntity
|
||||
from core.model_runtime.entities.provider_entities import ProviderEntity
|
||||
from core.plugin.entities.base import BasePluginEntity
|
||||
from core.plugin.entities.endpoint import EndpointProviderDeclaration
|
||||
from core.tools.entities.common_entities import I18nObject
|
||||
from core.tools.entities.tool_entities import ToolProviderEntity
|
||||
|
||||
|
||||
class PluginInstallationSource(enum.StrEnum):
|
||||
Github = "github"
|
||||
Marketplace = "marketplace"
|
||||
Package = "package"
|
||||
Remote = "remote"
|
||||
|
||||
|
||||
class PluginResourceRequirements(BaseModel):
|
||||
memory: int
|
||||
|
||||
class Permission(BaseModel):
|
||||
class Tool(BaseModel):
|
||||
enabled: Optional[bool] = Field(default=False)
|
||||
|
||||
class Model(BaseModel):
|
||||
enabled: Optional[bool] = Field(default=False)
|
||||
llm: Optional[bool] = Field(default=False)
|
||||
text_embedding: Optional[bool] = Field(default=False)
|
||||
rerank: Optional[bool] = Field(default=False)
|
||||
tts: Optional[bool] = Field(default=False)
|
||||
speech2text: Optional[bool] = Field(default=False)
|
||||
moderation: Optional[bool] = Field(default=False)
|
||||
|
||||
class Node(BaseModel):
|
||||
enabled: Optional[bool] = Field(default=False)
|
||||
|
||||
class Endpoint(BaseModel):
|
||||
enabled: Optional[bool] = Field(default=False)
|
||||
|
||||
class Storage(BaseModel):
|
||||
enabled: Optional[bool] = Field(default=False)
|
||||
size: int = Field(ge=1024, le=1073741824, default=1048576)
|
||||
|
||||
tool: Optional[Tool] = Field(default=None)
|
||||
model: Optional[Model] = Field(default=None)
|
||||
node: Optional[Node] = Field(default=None)
|
||||
endpoint: Optional[Endpoint] = Field(default=None)
|
||||
storage: Storage = Field(default=None)
|
||||
|
||||
permission: Optional[Permission] = Field(default=None)
|
||||
|
||||
|
||||
class PluginCategory(enum.StrEnum):
|
||||
Tool = "tool"
|
||||
Model = "model"
|
||||
Extension = "extension"
|
||||
AgentStrategy = "agent-strategy"
|
||||
|
||||
|
||||
class PluginDeclaration(BaseModel):
|
||||
class Plugins(BaseModel):
|
||||
tools: Optional[list[str]] = Field(default_factory=list)
|
||||
models: Optional[list[str]] = Field(default_factory=list)
|
||||
endpoints: Optional[list[str]] = Field(default_factory=list)
|
||||
|
||||
version: str = Field(..., pattern=r"^\d{1,4}(\.\d{1,4}){1,3}(-\w{1,16})?$")
|
||||
author: Optional[str] = Field(..., pattern=r"^[a-zA-Z0-9_-]{1,64}$")
|
||||
name: str = Field(..., pattern=r"^[a-z0-9_-]{1,128}$")
|
||||
description: I18nObject
|
||||
icon: str
|
||||
label: I18nObject
|
||||
category: PluginCategory
|
||||
created_at: datetime.datetime
|
||||
resource: PluginResourceRequirements
|
||||
plugins: Plugins
|
||||
tags: list[str] = Field(default_factory=list)
|
||||
verified: bool = Field(default=False)
|
||||
tool: Optional[ToolProviderEntity] = None
|
||||
model: Optional[ProviderEntity] = None
|
||||
endpoint: Optional[EndpointProviderDeclaration] = None
|
||||
agent_strategy: Optional[AgentStrategyProviderEntity] = None
|
||||
|
||||
@model_validator(mode="before")
|
||||
@classmethod
|
||||
def validate_category(cls, values: dict) -> dict:
|
||||
# auto detect category
|
||||
if values.get("tool"):
|
||||
values["category"] = PluginCategory.Tool
|
||||
elif values.get("model"):
|
||||
values["category"] = PluginCategory.Model
|
||||
elif values.get("agent_strategy"):
|
||||
values["category"] = PluginCategory.AgentStrategy
|
||||
else:
|
||||
values["category"] = PluginCategory.Extension
|
||||
return values
|
||||
|
||||
|
||||
class PluginInstallation(BasePluginEntity):
|
||||
tenant_id: str
|
||||
endpoints_setups: int
|
||||
endpoints_active: int
|
||||
runtime_type: str
|
||||
source: PluginInstallationSource
|
||||
meta: Mapping[str, Any]
|
||||
plugin_id: str
|
||||
plugin_unique_identifier: str
|
||||
version: str
|
||||
checksum: str
|
||||
declaration: PluginDeclaration
|
||||
|
||||
|
||||
class PluginEntity(PluginInstallation):
|
||||
name: str
|
||||
installation_id: str
|
||||
version: str
|
||||
latest_version: Optional[str] = None
|
||||
latest_unique_identifier: Optional[str] = None
|
||||
|
||||
@model_validator(mode="after")
|
||||
def set_plugin_id(self):
|
||||
if self.declaration.tool:
|
||||
self.declaration.tool.plugin_id = self.plugin_id
|
||||
return self
|
||||
|
||||
|
||||
class GithubPackage(BaseModel):
|
||||
repo: str
|
||||
version: str
|
||||
package: str
|
||||
|
||||
|
||||
class GithubVersion(BaseModel):
|
||||
repo: str
|
||||
version: str
|
||||
|
||||
|
||||
class GenericProviderID:
|
||||
organization: str
|
||||
plugin_name: str
|
||||
provider_name: str
|
||||
is_hardcoded: bool
|
||||
|
||||
def to_string(self) -> str:
|
||||
return str(self)
|
||||
|
||||
def __str__(self) -> str:
|
||||
return f"{self.organization}/{self.plugin_name}/{self.provider_name}"
|
||||
|
||||
def __init__(self, value: str, is_hardcoded: bool = False) -> None:
|
||||
# check if the value is a valid plugin id with format: $organization/$plugin_name/$provider_name
|
||||
if not re.match(r"^[a-z0-9_-]+\/[a-z0-9_-]+\/[a-z0-9_-]+$", value):
|
||||
# check if matches [a-z0-9_-]+, if yes, append with langgenius/$value/$value
|
||||
if re.match(r"^[a-z0-9_-]+$", value):
|
||||
value = f"langgenius/{value}/{value}"
|
||||
else:
|
||||
raise ValueError(f"Invalid plugin id {value}")
|
||||
|
||||
self.organization, self.plugin_name, self.provider_name = value.split("/")
|
||||
self.is_hardcoded = is_hardcoded
|
||||
|
||||
@property
|
||||
def plugin_id(self) -> str:
|
||||
return f"{self.organization}/{self.plugin_name}"
|
||||
|
||||
|
||||
class ModelProviderID(GenericProviderID):
|
||||
def __init__(self, value: str, is_hardcoded: bool = False) -> None:
|
||||
super().__init__(value, is_hardcoded)
|
||||
if self.organization == "langgenius" and self.provider_name == "google":
|
||||
self.plugin_name = "gemini"
|
||||
|
||||
|
||||
class ToolProviderID(GenericProviderID):
|
||||
def __init__(self, value: str, is_hardcoded: bool = False) -> None:
|
||||
super().__init__(value, is_hardcoded)
|
||||
if self.organization == "langgenius":
|
||||
if self.provider_name in ["jina", "siliconflow"]:
|
||||
self.plugin_name = f"{self.provider_name}_tool"
|
||||
|
||||
|
||||
class PluginDependency(BaseModel):
|
||||
class Type(enum.StrEnum):
|
||||
Github = PluginInstallationSource.Github.value
|
||||
Marketplace = PluginInstallationSource.Marketplace.value
|
||||
Package = PluginInstallationSource.Package.value
|
||||
|
||||
class Github(BaseModel):
|
||||
repo: str
|
||||
version: str
|
||||
package: str
|
||||
github_plugin_unique_identifier: str
|
||||
|
||||
@property
|
||||
def plugin_unique_identifier(self) -> str:
|
||||
return self.github_plugin_unique_identifier
|
||||
|
||||
class Marketplace(BaseModel):
|
||||
marketplace_plugin_unique_identifier: str
|
||||
|
||||
@property
|
||||
def plugin_unique_identifier(self) -> str:
|
||||
return self.marketplace_plugin_unique_identifier
|
||||
|
||||
class Package(BaseModel):
|
||||
plugin_unique_identifier: str
|
||||
|
||||
type: Type
|
||||
value: Github | Marketplace | Package
|
||||
current_identifier: Optional[str] = None
|
||||
|
||||
|
||||
class MissingPluginDependency(BaseModel):
|
||||
plugin_unique_identifier: str
|
||||
current_identifier: Optional[str] = None
|
||||
160
api/core/plugin/entities/plugin_daemon.py
Normal file
160
api/core/plugin/entities/plugin_daemon.py
Normal file
@@ -0,0 +1,160 @@
|
||||
from datetime import datetime
|
||||
from enum import StrEnum
|
||||
from typing import Generic, Optional, TypeVar
|
||||
|
||||
from pydantic import BaseModel, ConfigDict, Field
|
||||
|
||||
from core.agent.plugin_entities import AgentProviderEntityWithPlugin
|
||||
from core.model_runtime.entities.model_entities import AIModelEntity
|
||||
from core.model_runtime.entities.provider_entities import ProviderEntity
|
||||
from core.plugin.entities.base import BasePluginEntity
|
||||
from core.plugin.entities.plugin import PluginDeclaration
|
||||
from core.tools.entities.common_entities import I18nObject
|
||||
from core.tools.entities.tool_entities import ToolProviderEntityWithPlugin
|
||||
|
||||
T = TypeVar("T", bound=(BaseModel | dict | list | bool | str))
|
||||
|
||||
|
||||
class PluginDaemonBasicResponse(BaseModel, Generic[T]):
|
||||
"""
|
||||
Basic response from plugin daemon.
|
||||
"""
|
||||
|
||||
code: int
|
||||
message: str
|
||||
data: Optional[T]
|
||||
|
||||
|
||||
class InstallPluginMessage(BaseModel):
|
||||
"""
|
||||
Message for installing a plugin.
|
||||
"""
|
||||
|
||||
class Event(StrEnum):
|
||||
Info = "info"
|
||||
Done = "done"
|
||||
Error = "error"
|
||||
|
||||
event: Event
|
||||
data: str
|
||||
|
||||
|
||||
class PluginToolProviderEntity(BaseModel):
|
||||
provider: str
|
||||
plugin_unique_identifier: str
|
||||
plugin_id: str
|
||||
declaration: ToolProviderEntityWithPlugin
|
||||
|
||||
|
||||
class PluginAgentProviderEntity(BaseModel):
|
||||
provider: str
|
||||
plugin_unique_identifier: str
|
||||
plugin_id: str
|
||||
declaration: AgentProviderEntityWithPlugin
|
||||
|
||||
|
||||
class PluginBasicBooleanResponse(BaseModel):
|
||||
"""
|
||||
Basic boolean response from plugin daemon.
|
||||
"""
|
||||
|
||||
result: bool
|
||||
credentials: dict | None = None
|
||||
|
||||
|
||||
class PluginModelSchemaEntity(BaseModel):
|
||||
model_schema: AIModelEntity = Field(description="The model schema.")
|
||||
|
||||
# pydantic configs
|
||||
model_config = ConfigDict(protected_namespaces=())
|
||||
|
||||
|
||||
class PluginModelProviderEntity(BaseModel):
|
||||
id: str = Field(description="ID")
|
||||
created_at: datetime = Field(description="The created at time of the model provider.")
|
||||
updated_at: datetime = Field(description="The updated at time of the model provider.")
|
||||
provider: str = Field(description="The provider of the model.")
|
||||
tenant_id: str = Field(description="The tenant ID.")
|
||||
plugin_unique_identifier: str = Field(description="The plugin unique identifier.")
|
||||
plugin_id: str = Field(description="The plugin ID.")
|
||||
declaration: ProviderEntity = Field(description="The declaration of the model provider.")
|
||||
|
||||
|
||||
class PluginTextEmbeddingNumTokensResponse(BaseModel):
|
||||
"""
|
||||
Response for number of tokens.
|
||||
"""
|
||||
|
||||
num_tokens: list[int] = Field(description="The number of tokens.")
|
||||
|
||||
|
||||
class PluginLLMNumTokensResponse(BaseModel):
|
||||
"""
|
||||
Response for number of tokens.
|
||||
"""
|
||||
|
||||
num_tokens: int = Field(description="The number of tokens.")
|
||||
|
||||
|
||||
class PluginStringResultResponse(BaseModel):
|
||||
result: str = Field(description="The result of the string.")
|
||||
|
||||
|
||||
class PluginVoiceEntity(BaseModel):
|
||||
name: str = Field(description="The name of the voice.")
|
||||
value: str = Field(description="The value of the voice.")
|
||||
|
||||
|
||||
class PluginVoicesResponse(BaseModel):
|
||||
voices: list[PluginVoiceEntity] = Field(description="The result of the voices.")
|
||||
|
||||
|
||||
class PluginDaemonError(BaseModel):
|
||||
"""
|
||||
Error from plugin daemon.
|
||||
"""
|
||||
|
||||
error_type: str
|
||||
message: str
|
||||
|
||||
|
||||
class PluginDaemonInnerError(Exception):
|
||||
code: int
|
||||
message: str
|
||||
|
||||
def __init__(self, code: int, message: str):
|
||||
self.code = code
|
||||
self.message = message
|
||||
|
||||
|
||||
class PluginInstallTaskStatus(StrEnum):
|
||||
Pending = "pending"
|
||||
Running = "running"
|
||||
Success = "success"
|
||||
Failed = "failed"
|
||||
|
||||
|
||||
class PluginInstallTaskPluginStatus(BaseModel):
|
||||
plugin_unique_identifier: str = Field(description="The plugin unique identifier of the install task.")
|
||||
plugin_id: str = Field(description="The plugin ID of the install task.")
|
||||
status: PluginInstallTaskStatus = Field(description="The status of the install task.")
|
||||
message: str = Field(description="The message of the install task.")
|
||||
icon: str = Field(description="The icon of the plugin.")
|
||||
labels: I18nObject = Field(description="The labels of the plugin.")
|
||||
|
||||
|
||||
class PluginInstallTask(BasePluginEntity):
|
||||
status: PluginInstallTaskStatus = Field(description="The status of the install task.")
|
||||
total_plugins: int = Field(description="The total number of plugins to be installed.")
|
||||
completed_plugins: int = Field(description="The number of plugins that have been installed.")
|
||||
plugins: list[PluginInstallTaskPluginStatus] = Field(description="The status of the plugins.")
|
||||
|
||||
|
||||
class PluginInstallTaskStartResponse(BaseModel):
|
||||
all_installed: bool = Field(description="Whether all plugins are installed.")
|
||||
task_id: str = Field(description="The ID of the install task.")
|
||||
|
||||
|
||||
class PluginUploadResponse(BaseModel):
|
||||
unique_identifier: str = Field(description="The unique identifier of the plugin.")
|
||||
manifest: PluginDeclaration
|
||||
206
api/core/plugin/entities/request.py
Normal file
206
api/core/plugin/entities/request.py
Normal file
@@ -0,0 +1,206 @@
|
||||
from typing import Any, Literal, Optional
|
||||
|
||||
from pydantic import BaseModel, ConfigDict, Field, field_validator
|
||||
|
||||
from core.entities.provider_entities import BasicProviderConfig
|
||||
from core.model_runtime.entities.message_entities import (
|
||||
AssistantPromptMessage,
|
||||
PromptMessage,
|
||||
PromptMessageRole,
|
||||
PromptMessageTool,
|
||||
SystemPromptMessage,
|
||||
ToolPromptMessage,
|
||||
UserPromptMessage,
|
||||
)
|
||||
from core.model_runtime.entities.model_entities import ModelType
|
||||
from core.workflow.nodes.parameter_extractor.entities import (
|
||||
ModelConfig as ParameterExtractorModelConfig,
|
||||
)
|
||||
from core.workflow.nodes.parameter_extractor.entities import (
|
||||
ParameterConfig,
|
||||
)
|
||||
from core.workflow.nodes.question_classifier.entities import (
|
||||
ClassConfig,
|
||||
)
|
||||
from core.workflow.nodes.question_classifier.entities import (
|
||||
ModelConfig as QuestionClassifierModelConfig,
|
||||
)
|
||||
|
||||
|
||||
class RequestInvokeTool(BaseModel):
|
||||
"""
|
||||
Request to invoke a tool
|
||||
"""
|
||||
|
||||
tool_type: Literal["builtin", "workflow", "api"]
|
||||
provider: str
|
||||
tool: str
|
||||
tool_parameters: dict
|
||||
|
||||
|
||||
class BaseRequestInvokeModel(BaseModel):
|
||||
provider: str
|
||||
model: str
|
||||
model_type: ModelType
|
||||
|
||||
model_config = ConfigDict(protected_namespaces=())
|
||||
|
||||
|
||||
class RequestInvokeLLM(BaseRequestInvokeModel):
|
||||
"""
|
||||
Request to invoke LLM
|
||||
"""
|
||||
|
||||
model_type: ModelType = ModelType.LLM
|
||||
mode: str
|
||||
completion_params: dict[str, Any] = Field(default_factory=dict)
|
||||
prompt_messages: list[PromptMessage] = Field(default_factory=list)
|
||||
tools: Optional[list[PromptMessageTool]] = Field(default_factory=list)
|
||||
stop: Optional[list[str]] = Field(default_factory=list)
|
||||
stream: Optional[bool] = False
|
||||
|
||||
model_config = ConfigDict(protected_namespaces=())
|
||||
|
||||
@field_validator("prompt_messages", mode="before")
|
||||
@classmethod
|
||||
def convert_prompt_messages(cls, v):
|
||||
if not isinstance(v, list):
|
||||
raise ValueError("prompt_messages must be a list")
|
||||
|
||||
for i in range(len(v)):
|
||||
if v[i]["role"] == PromptMessageRole.USER.value:
|
||||
v[i] = UserPromptMessage(**v[i])
|
||||
elif v[i]["role"] == PromptMessageRole.ASSISTANT.value:
|
||||
v[i] = AssistantPromptMessage(**v[i])
|
||||
elif v[i]["role"] == PromptMessageRole.SYSTEM.value:
|
||||
v[i] = SystemPromptMessage(**v[i])
|
||||
elif v[i]["role"] == PromptMessageRole.TOOL.value:
|
||||
v[i] = ToolPromptMessage(**v[i])
|
||||
else:
|
||||
v[i] = PromptMessage(**v[i])
|
||||
|
||||
return v
|
||||
|
||||
|
||||
class RequestInvokeTextEmbedding(BaseRequestInvokeModel):
|
||||
"""
|
||||
Request to invoke text embedding
|
||||
"""
|
||||
|
||||
model_type: ModelType = ModelType.TEXT_EMBEDDING
|
||||
texts: list[str]
|
||||
|
||||
|
||||
class RequestInvokeRerank(BaseRequestInvokeModel):
|
||||
"""
|
||||
Request to invoke rerank
|
||||
"""
|
||||
|
||||
model_type: ModelType = ModelType.RERANK
|
||||
query: str
|
||||
docs: list[str]
|
||||
score_threshold: float
|
||||
top_n: int
|
||||
|
||||
|
||||
class RequestInvokeTTS(BaseRequestInvokeModel):
|
||||
"""
|
||||
Request to invoke TTS
|
||||
"""
|
||||
|
||||
model_type: ModelType = ModelType.TTS
|
||||
content_text: str
|
||||
voice: str
|
||||
|
||||
|
||||
class RequestInvokeSpeech2Text(BaseRequestInvokeModel):
|
||||
"""
|
||||
Request to invoke speech2text
|
||||
"""
|
||||
|
||||
model_type: ModelType = ModelType.SPEECH2TEXT
|
||||
file: bytes
|
||||
|
||||
@field_validator("file", mode="before")
|
||||
@classmethod
|
||||
def convert_file(cls, v):
|
||||
# hex string to bytes
|
||||
if isinstance(v, str):
|
||||
return bytes.fromhex(v)
|
||||
else:
|
||||
raise ValueError("file must be a hex string")
|
||||
|
||||
|
||||
class RequestInvokeModeration(BaseRequestInvokeModel):
|
||||
"""
|
||||
Request to invoke moderation
|
||||
"""
|
||||
|
||||
model_type: ModelType = ModelType.MODERATION
|
||||
text: str
|
||||
|
||||
|
||||
class RequestInvokeParameterExtractorNode(BaseModel):
|
||||
"""
|
||||
Request to invoke parameter extractor node
|
||||
"""
|
||||
|
||||
parameters: list[ParameterConfig]
|
||||
model: ParameterExtractorModelConfig
|
||||
instruction: str
|
||||
query: str
|
||||
|
||||
|
||||
class RequestInvokeQuestionClassifierNode(BaseModel):
|
||||
"""
|
||||
Request to invoke question classifier node
|
||||
"""
|
||||
|
||||
query: str
|
||||
model: QuestionClassifierModelConfig
|
||||
classes: list[ClassConfig]
|
||||
instruction: str
|
||||
|
||||
|
||||
class RequestInvokeApp(BaseModel):
|
||||
"""
|
||||
Request to invoke app
|
||||
"""
|
||||
|
||||
app_id: str
|
||||
inputs: dict[str, Any]
|
||||
query: Optional[str] = None
|
||||
response_mode: Literal["blocking", "streaming"]
|
||||
conversation_id: Optional[str] = None
|
||||
user: Optional[str] = None
|
||||
files: list[dict] = Field(default_factory=list)
|
||||
|
||||
|
||||
class RequestInvokeEncrypt(BaseModel):
|
||||
"""
|
||||
Request to encryption
|
||||
"""
|
||||
|
||||
opt: Literal["encrypt", "decrypt", "clear"]
|
||||
namespace: Literal["endpoint"]
|
||||
identity: str
|
||||
data: dict = Field(default_factory=dict)
|
||||
config: list[BasicProviderConfig] = Field(default_factory=list)
|
||||
|
||||
|
||||
class RequestInvokeSummary(BaseModel):
|
||||
"""
|
||||
Request to summary
|
||||
"""
|
||||
|
||||
text: str
|
||||
instruction: str
|
||||
|
||||
|
||||
class RequestRequestUploadFile(BaseModel):
|
||||
"""
|
||||
Request to upload file
|
||||
"""
|
||||
|
||||
filename: str
|
||||
mimetype: str
|
||||
Reference in New Issue
Block a user