api_tool_provider.py 7.0 KB

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  1. from typing import Any
  2. from core.tools.entities.common_entities import I18nObject
  3. from core.tools.entities.tool_bundle import ApiBasedToolBundle
  4. from core.tools.entities.tool_entities import (
  5. ApiProviderAuthType,
  6. ToolCredentialsOption,
  7. ToolProviderCredentials,
  8. ToolProviderType,
  9. )
  10. from core.tools.provider.tool_provider import ToolProviderController
  11. from core.tools.tool.api_tool import ApiTool
  12. from core.tools.tool.tool import Tool
  13. from extensions.ext_database import db
  14. from models.tools import ApiToolProvider
  15. class ApiBasedToolProviderController(ToolProviderController):
  16. provider_id: str
  17. @staticmethod
  18. def from_db(db_provider: ApiToolProvider, auth_type: ApiProviderAuthType) -> 'ApiBasedToolProviderController':
  19. credentials_schema = {
  20. 'auth_type': ToolProviderCredentials(
  21. name='auth_type',
  22. required=True,
  23. type=ToolProviderCredentials.CredentialsType.SELECT,
  24. options=[
  25. ToolCredentialsOption(value='none', label=I18nObject(en_US='None', zh_Hans='无')),
  26. ToolCredentialsOption(value='api_key', label=I18nObject(en_US='api_key', zh_Hans='api_key'))
  27. ],
  28. default='none',
  29. help=I18nObject(
  30. en_US='The auth type of the api provider',
  31. zh_Hans='api provider 的认证类型'
  32. )
  33. )
  34. }
  35. if auth_type == ApiProviderAuthType.API_KEY:
  36. credentials_schema = {
  37. **credentials_schema,
  38. 'api_key_header': ToolProviderCredentials(
  39. name='api_key_header',
  40. required=False,
  41. default='api_key',
  42. type=ToolProviderCredentials.CredentialsType.TEXT_INPUT,
  43. help=I18nObject(
  44. en_US='The header name of the api key',
  45. zh_Hans='携带 api key 的 header 名称'
  46. )
  47. ),
  48. 'api_key_value': ToolProviderCredentials(
  49. name='api_key_value',
  50. required=True,
  51. type=ToolProviderCredentials.CredentialsType.SECRET_INPUT,
  52. help=I18nObject(
  53. en_US='The api key',
  54. zh_Hans='api key的值'
  55. )
  56. ),
  57. 'api_key_header_prefix': ToolProviderCredentials(
  58. name='api_key_header_prefix',
  59. required=False,
  60. default='basic',
  61. type=ToolProviderCredentials.CredentialsType.SELECT,
  62. help=I18nObject(
  63. en_US='The prefix of the api key header',
  64. zh_Hans='api key header 的前缀'
  65. ),
  66. options=[
  67. ToolCredentialsOption(value='basic', label=I18nObject(en_US='Basic', zh_Hans='Basic')),
  68. ToolCredentialsOption(value='bearer', label=I18nObject(en_US='Bearer', zh_Hans='Bearer')),
  69. ToolCredentialsOption(value='custom', label=I18nObject(en_US='Custom', zh_Hans='Custom'))
  70. ]
  71. )
  72. }
  73. elif auth_type == ApiProviderAuthType.NONE:
  74. pass
  75. else:
  76. raise ValueError(f'invalid auth type {auth_type}')
  77. return ApiBasedToolProviderController(**{
  78. 'identity': {
  79. 'author': db_provider.user.name if db_provider.user_id and db_provider.user else '',
  80. 'name': db_provider.name,
  81. 'label': {
  82. 'en_US': db_provider.name,
  83. 'zh_Hans': db_provider.name
  84. },
  85. 'description': {
  86. 'en_US': db_provider.description,
  87. 'zh_Hans': db_provider.description
  88. },
  89. 'icon': db_provider.icon,
  90. },
  91. 'credentials_schema': credentials_schema,
  92. 'provider_id': db_provider.id or '',
  93. })
  94. @property
  95. def app_type(self) -> ToolProviderType:
  96. return ToolProviderType.API_BASED
  97. def _validate_credentials(self, tool_name: str, credentials: dict[str, Any]) -> None:
  98. pass
  99. def validate_parameters(self, tool_name: str, tool_parameters: dict[str, Any]) -> None:
  100. pass
  101. def _parse_tool_bundle(self, tool_bundle: ApiBasedToolBundle) -> ApiTool:
  102. """
  103. parse tool bundle to tool
  104. :param tool_bundle: the tool bundle
  105. :return: the tool
  106. """
  107. return ApiTool(**{
  108. 'api_bundle': tool_bundle,
  109. 'identity' : {
  110. 'author': tool_bundle.author,
  111. 'name': tool_bundle.operation_id,
  112. 'label': {
  113. 'en_US': tool_bundle.operation_id,
  114. 'zh_Hans': tool_bundle.operation_id
  115. },
  116. 'icon': self.identity.icon,
  117. 'provider': self.provider_id,
  118. },
  119. 'description': {
  120. 'human': {
  121. 'en_US': tool_bundle.summary or '',
  122. 'zh_Hans': tool_bundle.summary or ''
  123. },
  124. 'llm': tool_bundle.summary or ''
  125. },
  126. 'parameters' : tool_bundle.parameters if tool_bundle.parameters else [],
  127. })
  128. def load_bundled_tools(self, tools: list[ApiBasedToolBundle]) -> list[ApiTool]:
  129. """
  130. load bundled tools
  131. :param tools: the bundled tools
  132. :return: the tools
  133. """
  134. self.tools = [self._parse_tool_bundle(tool) for tool in tools]
  135. return self.tools
  136. def get_tools(self, user_id: str, tenant_id: str) -> list[ApiTool]:
  137. """
  138. fetch tools from database
  139. :param user_id: the user id
  140. :param tenant_id: the tenant id
  141. :return: the tools
  142. """
  143. if self.tools is not None:
  144. return self.tools
  145. tools: list[Tool] = []
  146. # get tenant api providers
  147. db_providers: list[ApiToolProvider] = db.session.query(ApiToolProvider).filter(
  148. ApiToolProvider.tenant_id == tenant_id,
  149. ApiToolProvider.name == self.identity.name
  150. ).all()
  151. if db_providers and len(db_providers) != 0:
  152. for db_provider in db_providers:
  153. for tool in db_provider.tools:
  154. assistant_tool = self._parse_tool_bundle(tool)
  155. assistant_tool.is_team_authorization = True
  156. tools.append(assistant_tool)
  157. self.tools = tools
  158. return tools
  159. def get_tool(self, tool_name: str) -> ApiTool:
  160. """
  161. get tool by name
  162. :param tool_name: the name of the tool
  163. :return: the tool
  164. """
  165. if self.tools is None:
  166. self.get_tools()
  167. for tool in self.tools:
  168. if tool.identity.name == tool_name:
  169. return tool
  170. raise ValueError(f'tool {tool_name} not found')