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										 |  |  | from pydantic import Field | 
					
						
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										 |  |  | from core.entities.provider_entities import ProviderConfig | 
					
						
							|  |  |  | from core.tools.__base.tool_provider import ToolProviderController | 
					
						
							|  |  |  | from core.tools.__base.tool_runtime import ToolRuntime | 
					
						
							|  |  |  | from core.tools.custom_tool.tool import ApiTool | 
					
						
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										 |  |  | from core.tools.entities.common_entities import I18nObject | 
					
						
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										 |  |  | from core.tools.entities.tool_bundle import ApiToolBundle | 
					
						
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										 |  |  | from core.tools.entities.tool_entities import ( | 
					
						
							|  |  |  |     ApiProviderAuthType, | 
					
						
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										 |  |  |     ToolDescription, | 
					
						
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										 |  |  |     ToolEntity, | 
					
						
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										 |  |  |     ToolIdentity, | 
					
						
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										 |  |  |     ToolProviderEntity, | 
					
						
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										 |  |  |     ToolProviderIdentity, | 
					
						
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										 |  |  |     ToolProviderType, | 
					
						
							|  |  |  | ) | 
					
						
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										 |  |  | from extensions.ext_database import db | 
					
						
							|  |  |  | from models.tools import ApiToolProvider | 
					
						
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										 |  |  | class ApiToolProviderController(ToolProviderController): | 
					
						
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										 |  |  |     provider_id: str | 
					
						
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										 |  |  |     tenant_id: str | 
					
						
							|  |  |  |     tools: list[ApiTool] = Field(default_factory=list) | 
					
						
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 | 
					
						
							|  |  |  |     def __init__(self, entity: ToolProviderEntity, provider_id: str, tenant_id: str) -> None: | 
					
						
							|  |  |  |         super().__init__(entity) | 
					
						
							|  |  |  |         self.provider_id = provider_id | 
					
						
							|  |  |  |         self.tenant_id = tenant_id | 
					
						
							|  |  |  |         self.tools = [] | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     @classmethod | 
					
						
							|  |  |  |     def from_db(cls, db_provider: ApiToolProvider, auth_type: ApiProviderAuthType) -> "ApiToolProviderController": | 
					
						
							|  |  |  |         credentials_schema = [ | 
					
						
							|  |  |  |             ProviderConfig( | 
					
						
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										 |  |  |                 name="auth_type", | 
					
						
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										 |  |  |                 required=True, | 
					
						
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										 |  |  |                 type=ProviderConfig.Type.SELECT, | 
					
						
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										 |  |  |                 options=[ | 
					
						
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										 |  |  |                     ProviderConfig.Option(value="none", label=I18nObject(en_US="None", zh_Hans="无")), | 
					
						
							|  |  |  |                     ProviderConfig.Option(value="api_key", label=I18nObject(en_US="api_key", zh_Hans="api_key")), | 
					
						
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										 |  |  |                 ], | 
					
						
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										 |  |  |                 default="none", | 
					
						
							|  |  |  |                 help=I18nObject(en_US="The auth type of the api provider", zh_Hans="api provider 的认证类型"), | 
					
						
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										 |  |  |             ) | 
					
						
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										 |  |  |         ] | 
					
						
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										 |  |  |         if auth_type == ApiProviderAuthType.API_KEY: | 
					
						
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										 |  |  |             credentials_schema = [ | 
					
						
							|  |  |  |                 *credentials_schema, | 
					
						
							|  |  |  |                 ProviderConfig( | 
					
						
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										 |  |  |                     name="api_key_header", | 
					
						
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										 |  |  |                     required=False, | 
					
						
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										 |  |  |                     default="api_key", | 
					
						
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										 |  |  |                     type=ProviderConfig.Type.TEXT_INPUT, | 
					
						
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										 |  |  |                     help=I18nObject(en_US="The header name of the api key", zh_Hans="携带 api key 的 header 名称"), | 
					
						
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										 |  |  |                 ), | 
					
						
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										 |  |  |                 ProviderConfig( | 
					
						
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										 |  |  |                     name="api_key_value", | 
					
						
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										 |  |  |                     required=True, | 
					
						
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										 |  |  |                     type=ProviderConfig.Type.SECRET_INPUT, | 
					
						
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										 |  |  |                     help=I18nObject(en_US="The api key", zh_Hans="api key 的值"), | 
					
						
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										 |  |  |                 ), | 
					
						
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										 |  |  |                 ProviderConfig( | 
					
						
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										 |  |  |                     name="api_key_header_prefix", | 
					
						
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										 |  |  |                     required=False, | 
					
						
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										 |  |  |                     default="basic", | 
					
						
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										 |  |  |                     type=ProviderConfig.Type.SELECT, | 
					
						
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										 |  |  |                     help=I18nObject(en_US="The prefix of the api key header", zh_Hans="api key header 的前缀"), | 
					
						
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										 |  |  |                     options=[ | 
					
						
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										 |  |  |                         ProviderConfig.Option(value="basic", label=I18nObject(en_US="Basic", zh_Hans="Basic")), | 
					
						
							|  |  |  |                         ProviderConfig.Option(value="bearer", label=I18nObject(en_US="Bearer", zh_Hans="Bearer")), | 
					
						
							|  |  |  |                         ProviderConfig.Option(value="custom", label=I18nObject(en_US="Custom", zh_Hans="Custom")), | 
					
						
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										 |  |  |                     ], | 
					
						
							|  |  |  |                 ), | 
					
						
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										 |  |  |             ] | 
					
						
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										 |  |  |         elif auth_type == ApiProviderAuthType.NONE: | 
					
						
							|  |  |  |             pass | 
					
						
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										 |  |  | 
 | 
					
						
							|  |  |  |         user = db_provider.user | 
					
						
							|  |  |  |         user_name = user.name if user else "" | 
					
						
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										 |  |  |         return ApiToolProviderController( | 
					
						
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										 |  |  |             entity=ToolProviderEntity( | 
					
						
							|  |  |  |                 identity=ToolProviderIdentity( | 
					
						
							|  |  |  |                     author=user_name, | 
					
						
							|  |  |  |                     name=db_provider.name, | 
					
						
							|  |  |  |                     label=I18nObject(en_US=db_provider.name, zh_Hans=db_provider.name), | 
					
						
							|  |  |  |                     description=I18nObject(en_US=db_provider.description, zh_Hans=db_provider.description), | 
					
						
							|  |  |  |                     icon=db_provider.icon, | 
					
						
							|  |  |  |                 ), | 
					
						
							|  |  |  |                 credentials_schema=credentials_schema, | 
					
						
							|  |  |  |                 plugin_id=None, | 
					
						
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										 |  |  |             ), | 
					
						
							|  |  |  |             provider_id=db_provider.id or "", | 
					
						
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										 |  |  |             tenant_id=db_provider.tenant_id or "", | 
					
						
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										 |  |  |         ) | 
					
						
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										 |  |  | 
 | 
					
						
							|  |  |  |     @property | 
					
						
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										 |  |  |     def provider_type(self) -> ToolProviderType: | 
					
						
							|  |  |  |         return ToolProviderType.API | 
					
						
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										 |  |  | 
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										 |  |  |     def _parse_tool_bundle(self, tool_bundle: ApiToolBundle) -> ApiTool: | 
					
						
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										 |  |  |         """
 | 
					
						
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										 |  |  |         parse tool bundle to tool | 
					
						
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										 |  |  |         :param tool_bundle: the tool bundle | 
					
						
							|  |  |  |         :return: the tool | 
					
						
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										 |  |  |         """
 | 
					
						
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										 |  |  |         return ApiTool( | 
					
						
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										 |  |  |             api_bundle=tool_bundle, | 
					
						
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										 |  |  |             provider_id=self.provider_id, | 
					
						
							|  |  |  |             entity=ToolEntity( | 
					
						
							|  |  |  |                 identity=ToolIdentity( | 
					
						
							|  |  |  |                     author=tool_bundle.author, | 
					
						
							|  |  |  |                     name=tool_bundle.operation_id or "default_tool", | 
					
						
							|  |  |  |                     label=I18nObject( | 
					
						
							|  |  |  |                         en_US=tool_bundle.operation_id or "default_tool", | 
					
						
							|  |  |  |                         zh_Hans=tool_bundle.operation_id or "default_tool", | 
					
						
							|  |  |  |                     ), | 
					
						
							|  |  |  |                     icon=self.entity.identity.icon, | 
					
						
							|  |  |  |                     provider=self.provider_id, | 
					
						
							|  |  |  |                 ), | 
					
						
							|  |  |  |                 description=ToolDescription( | 
					
						
							|  |  |  |                     human=I18nObject(en_US=tool_bundle.summary or "", zh_Hans=tool_bundle.summary or ""), | 
					
						
							|  |  |  |                     llm=tool_bundle.summary or "", | 
					
						
							|  |  |  |                 ), | 
					
						
							|  |  |  |                 parameters=tool_bundle.parameters or [], | 
					
						
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										 |  |  |             ), | 
					
						
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										 |  |  |             runtime=ToolRuntime(tenant_id=self.tenant_id), | 
					
						
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										 |  |  |         ) | 
					
						
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										 |  |  | 
 | 
					
						
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										 |  |  |     def load_bundled_tools(self, tools: list[ApiToolBundle]): | 
					
						
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										 |  |  |         """
 | 
					
						
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										 |  |  |         load bundled tools | 
					
						
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										 |  |  | 
 | 
					
						
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										 |  |  |         :param tools: the bundled tools | 
					
						
							|  |  |  |         :return: the tools | 
					
						
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										 |  |  |         """
 | 
					
						
							|  |  |  |         self.tools = [self._parse_tool_bundle(tool) for tool in tools] | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         return self.tools | 
					
						
							|  |  |  | 
 | 
					
						
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										 |  |  |     def get_tools(self, tenant_id: str) -> list[ApiTool]: | 
					
						
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										 |  |  |         """
 | 
					
						
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										 |  |  |         fetch tools from database | 
					
						
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										 |  |  | 
 | 
					
						
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										 |  |  |         :param tenant_id: the tenant id | 
					
						
							|  |  |  |         :return: the tools | 
					
						
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										 |  |  |         """
 | 
					
						
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										 |  |  |         if len(self.tools) > 0: | 
					
						
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										 |  |  |             return self.tools | 
					
						
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										 |  |  | 
 | 
					
						
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										 |  |  |         tools: list[ApiTool] = [] | 
					
						
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										 |  |  | 
 | 
					
						
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										 |  |  |         # get tenant api providers | 
					
						
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										 |  |  |         db_providers: list[ApiToolProvider] = ( | 
					
						
							|  |  |  |             db.session.query(ApiToolProvider) | 
					
						
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										 |  |  |             .filter(ApiToolProvider.tenant_id == tenant_id, ApiToolProvider.name == self.entity.identity.name) | 
					
						
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										 |  |  |             .all() | 
					
						
							|  |  |  |         ) | 
					
						
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										 |  |  | 
 | 
					
						
							|  |  |  |         if db_providers and len(db_providers) != 0: | 
					
						
							|  |  |  |             for db_provider in db_providers: | 
					
						
							|  |  |  |                 for tool in db_provider.tools: | 
					
						
							|  |  |  |                     assistant_tool = self._parse_tool_bundle(tool) | 
					
						
							|  |  |  |                     tools.append(assistant_tool) | 
					
						
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										 |  |  | 
 | 
					
						
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										 |  |  |         self.tools = tools | 
					
						
							|  |  |  |         return tools | 
					
						
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										 |  |  | 
 | 
					
						
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										 |  |  |     def get_tool(self, tool_name: str): | 
					
						
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										 |  |  |         """
 | 
					
						
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										 |  |  |         get tool by name | 
					
						
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										 |  |  | 
 | 
					
						
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										 |  |  |         :param tool_name: the name of the tool | 
					
						
							|  |  |  |         :return: the tool | 
					
						
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										 |  |  |         """
 | 
					
						
							|  |  |  |         if self.tools is None: | 
					
						
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										 |  |  |             self.get_tools(self.tenant_id) | 
					
						
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										 |  |  | 
 | 
					
						
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										 |  |  |         for tool in self.tools: | 
					
						
							|  |  |  |             if tool.entity.identity.name == tool_name: | 
					
						
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										 |  |  |                 return tool | 
					
						
							|  |  |  | 
 | 
					
						
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										 |  |  |         raise ValueError(f"tool {tool_name} not found") |