api_tool_provider.py 6.9 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. @staticmethod
  17. def from_db(db_provider: ApiToolProvider, auth_type: ApiProviderAuthType) -> 'ApiBasedToolProviderController':
  18. credentials_schema = {
  19. 'auth_type': ToolProviderCredentials(
  20. name='auth_type',
  21. required=True,
  22. type=ToolProviderCredentials.CredentialsType.SELECT,
  23. options=[
  24. ToolCredentialsOption(value='none', label=I18nObject(en_US='None', zh_Hans='无')),
  25. ToolCredentialsOption(value='api_key', label=I18nObject(en_US='api_key', zh_Hans='api_key'))
  26. ],
  27. default='none',
  28. help=I18nObject(
  29. en_US='The auth type of the api provider',
  30. zh_Hans='api provider 的认证类型'
  31. )
  32. )
  33. }
  34. if auth_type == ApiProviderAuthType.API_KEY:
  35. credentials_schema = {
  36. **credentials_schema,
  37. 'api_key_header': ToolProviderCredentials(
  38. name='api_key_header',
  39. required=False,
  40. default='api_key',
  41. type=ToolProviderCredentials.CredentialsType.TEXT_INPUT,
  42. help=I18nObject(
  43. en_US='The header name of the api key',
  44. zh_Hans='携带 api key 的 header 名称'
  45. )
  46. ),
  47. 'api_key_value': ToolProviderCredentials(
  48. name='api_key_value',
  49. required=True,
  50. type=ToolProviderCredentials.CredentialsType.SECRET_INPUT,
  51. help=I18nObject(
  52. en_US='The api key',
  53. zh_Hans='api key的值'
  54. )
  55. ),
  56. 'api_key_header_prefix': ToolProviderCredentials(
  57. name='api_key_header_prefix',
  58. required=False,
  59. default='basic',
  60. type=ToolProviderCredentials.CredentialsType.SELECT,
  61. help=I18nObject(
  62. en_US='The prefix of the api key header',
  63. zh_Hans='api key header 的前缀'
  64. ),
  65. options=[
  66. ToolCredentialsOption(value='basic', label=I18nObject(en_US='Basic', zh_Hans='Basic')),
  67. ToolCredentialsOption(value='bearer', label=I18nObject(en_US='Bearer', zh_Hans='Bearer')),
  68. ToolCredentialsOption(value='custom', label=I18nObject(en_US='Custom', zh_Hans='Custom'))
  69. ]
  70. )
  71. }
  72. elif auth_type == ApiProviderAuthType.NONE:
  73. pass
  74. else:
  75. raise ValueError(f'invalid auth type {auth_type}')
  76. return ApiBasedToolProviderController(**{
  77. 'identity': {
  78. 'author': db_provider.user.name if db_provider.user_id and db_provider.user else '',
  79. 'name': db_provider.name,
  80. 'label': {
  81. 'en_US': db_provider.name,
  82. 'zh_Hans': db_provider.name
  83. },
  84. 'description': {
  85. 'en_US': db_provider.description,
  86. 'zh_Hans': db_provider.description
  87. },
  88. 'icon': db_provider.icon
  89. },
  90. 'credentials_schema': credentials_schema
  91. })
  92. @property
  93. def app_type(self) -> ToolProviderType:
  94. return ToolProviderType.API_BASED
  95. def _validate_credentials(self, tool_name: str, credentials: dict[str, Any]) -> None:
  96. pass
  97. def validate_parameters(self, tool_name: str, tool_parameters: dict[str, Any]) -> None:
  98. pass
  99. def _parse_tool_bundle(self, tool_bundle: ApiBasedToolBundle) -> ApiTool:
  100. """
  101. parse tool bundle to tool
  102. :param tool_bundle: the tool bundle
  103. :return: the tool
  104. """
  105. return ApiTool(**{
  106. 'api_bundle': tool_bundle,
  107. 'identity' : {
  108. 'author': tool_bundle.author,
  109. 'name': tool_bundle.operation_id,
  110. 'label': {
  111. 'en_US': tool_bundle.operation_id,
  112. 'zh_Hans': tool_bundle.operation_id
  113. },
  114. 'icon': tool_bundle.icon if tool_bundle.icon else ''
  115. },
  116. 'description': {
  117. 'human': {
  118. 'en_US': tool_bundle.summary or '',
  119. 'zh_Hans': tool_bundle.summary or ''
  120. },
  121. 'llm': tool_bundle.summary or ''
  122. },
  123. 'parameters' : tool_bundle.parameters if tool_bundle.parameters else [],
  124. })
  125. def load_bundled_tools(self, tools: list[ApiBasedToolBundle]) -> list[ApiTool]:
  126. """
  127. load bundled tools
  128. :param tools: the bundled tools
  129. :return: the tools
  130. """
  131. self.tools = [self._parse_tool_bundle(tool) for tool in tools]
  132. return self.tools
  133. def get_tools(self, user_id: str, tenant_id: str) -> list[ApiTool]:
  134. """
  135. fetch tools from database
  136. :param user_id: the user id
  137. :param tenant_id: the tenant id
  138. :return: the tools
  139. """
  140. if self.tools is not None:
  141. return self.tools
  142. tools: list[Tool] = []
  143. # get tenant api providers
  144. db_providers: list[ApiToolProvider] = db.session.query(ApiToolProvider).filter(
  145. ApiToolProvider.tenant_id == tenant_id,
  146. ApiToolProvider.name == self.identity.name
  147. ).all()
  148. if db_providers and len(db_providers) != 0:
  149. for db_provider in db_providers:
  150. for tool in db_provider.tools:
  151. assistant_tool = self._parse_tool_bundle(tool)
  152. assistant_tool.is_team_authorization = True
  153. tools.append(assistant_tool)
  154. self.tools = tools
  155. return tools
  156. def get_tool(self, tool_name: str) -> ApiTool:
  157. """
  158. get tool by name
  159. :param tool_name: the name of the tool
  160. :return: the tool
  161. """
  162. if self.tools is None:
  163. self.get_tools()
  164. for tool in self.tools:
  165. if tool.identity.name == tool_name:
  166. return tool
  167. raise ValueError(f'tool {tool_name} not found')