Introduce Plugins (#13836)
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This commit is contained in:
Yeuoly
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parent
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commit
403e2d58b9
3272 changed files with 66339 additions and 281594 deletions
113
api/core/plugin/manager/agent.py
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113
api/core/plugin/manager/agent.py
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@ -0,0 +1,113 @@
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from collections.abc import Generator
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from typing import Any, Optional
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from core.agent.entities import AgentInvokeMessage
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from core.plugin.entities.plugin import GenericProviderID
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from core.plugin.entities.plugin_daemon import (
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PluginAgentProviderEntity,
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)
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from core.plugin.manager.base import BasePluginManager
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class PluginAgentManager(BasePluginManager):
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def fetch_agent_strategy_providers(self, tenant_id: str) -> list[PluginAgentProviderEntity]:
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"""
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Fetch agent providers for the given tenant.
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"""
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def transformer(json_response: dict[str, Any]) -> dict:
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for provider in json_response.get("data", []):
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declaration = provider.get("declaration", {}) or {}
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provider_name = declaration.get("identity", {}).get("name")
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for strategy in declaration.get("strategies", []):
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strategy["identity"]["provider"] = provider_name
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return json_response
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response = self._request_with_plugin_daemon_response(
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"GET",
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f"plugin/{tenant_id}/management/agent_strategies",
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list[PluginAgentProviderEntity],
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params={"page": 1, "page_size": 256},
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transformer=transformer,
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)
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for provider in response:
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provider.declaration.identity.name = f"{provider.plugin_id}/{provider.declaration.identity.name}"
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# override the provider name for each tool to plugin_id/provider_name
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for strategy in provider.declaration.strategies:
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strategy.identity.provider = provider.declaration.identity.name
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return response
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def fetch_agent_strategy_provider(self, tenant_id: str, provider: str) -> PluginAgentProviderEntity:
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"""
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Fetch tool provider for the given tenant and plugin.
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"""
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agent_provider_id = GenericProviderID(provider)
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def transformer(json_response: dict[str, Any]) -> dict:
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# skip if error occurs
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if json_response.get("data") is None or json_response.get("data", {}).get("declaration") is None:
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return json_response
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for strategy in json_response.get("data", {}).get("declaration", {}).get("strategies", []):
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strategy["identity"]["provider"] = agent_provider_id.provider_name
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return json_response
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response = self._request_with_plugin_daemon_response(
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"GET",
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f"plugin/{tenant_id}/management/agent_strategy",
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PluginAgentProviderEntity,
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params={"provider": agent_provider_id.provider_name, "plugin_id": agent_provider_id.plugin_id},
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transformer=transformer,
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)
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response.declaration.identity.name = f"{response.plugin_id}/{response.declaration.identity.name}"
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# override the provider name for each tool to plugin_id/provider_name
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for strategy in response.declaration.strategies:
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strategy.identity.provider = response.declaration.identity.name
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return response
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def invoke(
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self,
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tenant_id: str,
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user_id: str,
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agent_provider: str,
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agent_strategy: str,
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agent_params: dict[str, Any],
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conversation_id: Optional[str] = None,
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app_id: Optional[str] = None,
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message_id: Optional[str] = None,
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) -> Generator[AgentInvokeMessage, None, None]:
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"""
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Invoke the agent with the given tenant, user, plugin, provider, name and parameters.
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"""
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agent_provider_id = GenericProviderID(agent_provider)
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response = self._request_with_plugin_daemon_response_stream(
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"POST",
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f"plugin/{tenant_id}/dispatch/agent_strategy/invoke",
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AgentInvokeMessage,
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data={
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"user_id": user_id,
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"conversation_id": conversation_id,
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"app_id": app_id,
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"message_id": message_id,
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"data": {
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"agent_strategy_provider": agent_provider_id.provider_name,
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"agent_strategy": agent_strategy,
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"agent_strategy_params": agent_params,
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},
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},
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headers={
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"X-Plugin-ID": agent_provider_id.plugin_id,
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"Content-Type": "application/json",
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},
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)
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return response
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12
api/core/plugin/manager/asset.py
Normal file
12
api/core/plugin/manager/asset.py
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@ -0,0 +1,12 @@
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from core.plugin.manager.base import BasePluginManager
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class PluginAssetManager(BasePluginManager):
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def fetch_asset(self, tenant_id: str, id: str) -> bytes:
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"""
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Fetch an asset by id.
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"""
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response = self._request(method="GET", path=f"plugin/{tenant_id}/asset/{id}")
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if response.status_code != 200:
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raise ValueError(f"can not found asset {id}")
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return response.content
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237
api/core/plugin/manager/base.py
Normal file
237
api/core/plugin/manager/base.py
Normal file
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@ -0,0 +1,237 @@
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import inspect
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import json
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import logging
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from collections.abc import Callable, Generator
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from typing import TypeVar
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import requests
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from pydantic import BaseModel
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from yarl import URL
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from configs import dify_config
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from core.model_runtime.errors.invoke import (
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InvokeAuthorizationError,
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InvokeBadRequestError,
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InvokeConnectionError,
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InvokeRateLimitError,
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InvokeServerUnavailableError,
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)
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from core.model_runtime.errors.validate import CredentialsValidateFailedError
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from core.plugin.entities.plugin_daemon import PluginDaemonBasicResponse, PluginDaemonError, PluginDaemonInnerError
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from core.plugin.manager.exc import (
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PluginDaemonBadRequestError,
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PluginDaemonInternalServerError,
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PluginDaemonNotFoundError,
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PluginDaemonUnauthorizedError,
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PluginInvokeError,
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PluginNotFoundError,
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PluginPermissionDeniedError,
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PluginUniqueIdentifierError,
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)
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plugin_daemon_inner_api_baseurl = dify_config.PLUGIN_DAEMON_URL
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plugin_daemon_inner_api_key = dify_config.PLUGIN_DAEMON_KEY
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T = TypeVar("T", bound=(BaseModel | dict | list | bool | str))
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logger = logging.getLogger(__name__)
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class BasePluginManager:
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def _request(
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self,
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method: str,
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path: str,
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headers: dict | None = None,
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data: bytes | dict | str | None = None,
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params: dict | None = None,
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files: dict | None = None,
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stream: bool = False,
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) -> requests.Response:
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"""
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Make a request to the plugin daemon inner API.
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"""
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url = URL(str(plugin_daemon_inner_api_baseurl)) / path
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headers = headers or {}
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headers["X-Api-Key"] = plugin_daemon_inner_api_key
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headers["Accept-Encoding"] = "gzip, deflate, br"
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if headers.get("Content-Type") == "application/json" and isinstance(data, dict):
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data = json.dumps(data)
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try:
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response = requests.request(
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method=method, url=str(url), headers=headers, data=data, params=params, stream=stream, files=files
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)
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except requests.exceptions.ConnectionError:
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logger.exception("Request to Plugin Daemon Service failed")
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raise PluginDaemonInnerError(code=-500, message="Request to Plugin Daemon Service failed")
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return response
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def _stream_request(
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self,
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method: str,
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path: str,
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params: dict | None = None,
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headers: dict | None = None,
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data: bytes | dict | None = None,
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files: dict | None = None,
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) -> Generator[bytes, None, None]:
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"""
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Make a stream request to the plugin daemon inner API
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"""
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response = self._request(method, path, headers, data, params, files, stream=True)
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for line in response.iter_lines():
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line = line.decode("utf-8").strip()
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if line.startswith("data:"):
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line = line[5:].strip()
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if line:
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yield line
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def _stream_request_with_model(
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self,
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method: str,
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path: str,
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type: type[T],
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headers: dict | None = None,
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data: bytes | dict | None = None,
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params: dict | None = None,
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files: dict | None = None,
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) -> Generator[T, None, None]:
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"""
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Make a stream request to the plugin daemon inner API and yield the response as a model.
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"""
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for line in self._stream_request(method, path, params, headers, data, files):
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yield type(**json.loads(line)) # type: ignore
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def _request_with_model(
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self,
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method: str,
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path: str,
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type: type[T],
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headers: dict | None = None,
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data: bytes | None = None,
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params: dict | None = None,
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files: dict | None = None,
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) -> T:
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"""
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Make a request to the plugin daemon inner API and return the response as a model.
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"""
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response = self._request(method, path, headers, data, params, files)
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return type(**response.json()) # type: ignore
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def _request_with_plugin_daemon_response(
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self,
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method: str,
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path: str,
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type: type[T],
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headers: dict | None = None,
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data: bytes | dict | None = None,
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params: dict | None = None,
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files: dict | None = None,
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transformer: Callable[[dict], dict] | None = None,
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) -> T:
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"""
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Make a request to the plugin daemon inner API and return the response as a model.
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"""
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response = self._request(method, path, headers, data, params, files)
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json_response = response.json()
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if transformer:
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json_response = transformer(json_response)
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rep = PluginDaemonBasicResponse[type](**json_response) # type: ignore
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if rep.code != 0:
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try:
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error = PluginDaemonError(**json.loads(rep.message))
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except Exception:
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raise ValueError(f"{rep.message}, code: {rep.code}")
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self._handle_plugin_daemon_error(error.error_type, error.message)
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if rep.data is None:
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frame = inspect.currentframe()
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raise ValueError(f"got empty data from plugin daemon: {frame.f_lineno if frame else 'unknown'}")
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return rep.data
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def _request_with_plugin_daemon_response_stream(
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self,
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method: str,
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path: str,
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type: type[T],
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headers: dict | None = None,
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data: bytes | dict | None = None,
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params: dict | None = None,
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files: dict | None = None,
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) -> Generator[T, None, None]:
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"""
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Make a stream request to the plugin daemon inner API and yield the response as a model.
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"""
|
||||
for line in self._stream_request(method, path, params, headers, data, files):
|
||||
line_data = None
|
||||
try:
|
||||
line_data = json.loads(line)
|
||||
rep = PluginDaemonBasicResponse[type](**line_data) # type: ignore
|
||||
except Exception:
|
||||
# TODO modify this when line_data has code and message
|
||||
if line_data and "error" in line_data:
|
||||
raise ValueError(line_data["error"])
|
||||
else:
|
||||
raise ValueError(line)
|
||||
|
||||
if rep.code != 0:
|
||||
if rep.code == -500:
|
||||
try:
|
||||
error = PluginDaemonError(**json.loads(rep.message))
|
||||
except Exception:
|
||||
raise PluginDaemonInnerError(code=rep.code, message=rep.message)
|
||||
|
||||
self._handle_plugin_daemon_error(error.error_type, error.message)
|
||||
raise ValueError(f"plugin daemon: {rep.message}, code: {rep.code}")
|
||||
if rep.data is None:
|
||||
frame = inspect.currentframe()
|
||||
raise ValueError(f"got empty data from plugin daemon: {frame.f_lineno if frame else 'unknown'}")
|
||||
yield rep.data
|
||||
|
||||
def _handle_plugin_daemon_error(self, error_type: str, message: str):
|
||||
"""
|
||||
handle the error from plugin daemon
|
||||
"""
|
||||
match error_type:
|
||||
case PluginDaemonInnerError.__name__:
|
||||
raise PluginDaemonInnerError(code=-500, message=message)
|
||||
case PluginInvokeError.__name__:
|
||||
error_object = json.loads(message)
|
||||
invoke_error_type = error_object.get("error_type")
|
||||
args = error_object.get("args")
|
||||
match invoke_error_type:
|
||||
case InvokeRateLimitError.__name__:
|
||||
raise InvokeRateLimitError(description=args.get("description"))
|
||||
case InvokeAuthorizationError.__name__:
|
||||
raise InvokeAuthorizationError(description=args.get("description"))
|
||||
case InvokeBadRequestError.__name__:
|
||||
raise InvokeBadRequestError(description=args.get("description"))
|
||||
case InvokeConnectionError.__name__:
|
||||
raise InvokeConnectionError(description=args.get("description"))
|
||||
case InvokeServerUnavailableError.__name__:
|
||||
raise InvokeServerUnavailableError(description=args.get("description"))
|
||||
case CredentialsValidateFailedError.__name__:
|
||||
raise CredentialsValidateFailedError(error_object.get("message"))
|
||||
case _:
|
||||
raise PluginInvokeError(description=message)
|
||||
case PluginDaemonInternalServerError.__name__:
|
||||
raise PluginDaemonInternalServerError(description=message)
|
||||
case PluginDaemonBadRequestError.__name__:
|
||||
raise PluginDaemonBadRequestError(description=message)
|
||||
case PluginDaemonNotFoundError.__name__:
|
||||
raise PluginDaemonNotFoundError(description=message)
|
||||
case PluginUniqueIdentifierError.__name__:
|
||||
raise PluginUniqueIdentifierError(description=message)
|
||||
case PluginNotFoundError.__name__:
|
||||
raise PluginNotFoundError(description=message)
|
||||
case PluginDaemonUnauthorizedError.__name__:
|
||||
raise PluginDaemonUnauthorizedError(description=message)
|
||||
case PluginPermissionDeniedError.__name__:
|
||||
raise PluginPermissionDeniedError(description=message)
|
||||
case _:
|
||||
raise Exception(f"got unknown error from plugin daemon: {error_type}, message: {message}")
|
||||
17
api/core/plugin/manager/debugging.py
Normal file
17
api/core/plugin/manager/debugging.py
Normal file
|
|
@ -0,0 +1,17 @@
|
|||
from pydantic import BaseModel
|
||||
|
||||
from core.plugin.manager.base import BasePluginManager
|
||||
|
||||
|
||||
class PluginDebuggingManager(BasePluginManager):
|
||||
def get_debugging_key(self, tenant_id: str) -> str:
|
||||
"""
|
||||
Get the debugging key for the given tenant.
|
||||
"""
|
||||
|
||||
class Response(BaseModel):
|
||||
key: str
|
||||
|
||||
response = self._request_with_plugin_daemon_response("POST", f"plugin/{tenant_id}/debugging/key", Response)
|
||||
|
||||
return response.key
|
||||
116
api/core/plugin/manager/endpoint.py
Normal file
116
api/core/plugin/manager/endpoint.py
Normal file
|
|
@ -0,0 +1,116 @@
|
|||
from core.plugin.entities.endpoint import EndpointEntityWithInstance
|
||||
from core.plugin.manager.base import BasePluginManager
|
||||
|
||||
|
||||
class PluginEndpointManager(BasePluginManager):
|
||||
def create_endpoint(
|
||||
self, tenant_id: str, user_id: str, plugin_unique_identifier: str, name: str, settings: dict
|
||||
) -> bool:
|
||||
"""
|
||||
Create an endpoint for the given plugin.
|
||||
|
||||
Errors will be raised if any error occurs.
|
||||
"""
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/endpoint/setup",
|
||||
bool,
|
||||
headers={
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
data={
|
||||
"user_id": user_id,
|
||||
"plugin_unique_identifier": plugin_unique_identifier,
|
||||
"settings": settings,
|
||||
"name": name,
|
||||
},
|
||||
)
|
||||
|
||||
def list_endpoints(self, tenant_id: str, user_id: str, page: int, page_size: int):
|
||||
"""
|
||||
List all endpoints for the given tenant and user.
|
||||
"""
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"GET",
|
||||
f"plugin/{tenant_id}/endpoint/list",
|
||||
list[EndpointEntityWithInstance],
|
||||
params={"page": page, "page_size": page_size},
|
||||
)
|
||||
|
||||
def list_endpoints_for_single_plugin(self, tenant_id: str, user_id: str, plugin_id: str, page: int, page_size: int):
|
||||
"""
|
||||
List all endpoints for the given tenant, user and plugin.
|
||||
"""
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"GET",
|
||||
f"plugin/{tenant_id}/endpoint/list/plugin",
|
||||
list[EndpointEntityWithInstance],
|
||||
params={"plugin_id": plugin_id, "page": page, "page_size": page_size},
|
||||
)
|
||||
|
||||
def update_endpoint(self, tenant_id: str, user_id: str, endpoint_id: str, name: str, settings: dict):
|
||||
"""
|
||||
Update the settings of the given endpoint.
|
||||
"""
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/endpoint/update",
|
||||
bool,
|
||||
data={
|
||||
"user_id": user_id,
|
||||
"endpoint_id": endpoint_id,
|
||||
"name": name,
|
||||
"settings": settings,
|
||||
},
|
||||
headers={
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
|
||||
def delete_endpoint(self, tenant_id: str, user_id: str, endpoint_id: str):
|
||||
"""
|
||||
Delete the given endpoint.
|
||||
"""
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/endpoint/remove",
|
||||
bool,
|
||||
data={
|
||||
"endpoint_id": endpoint_id,
|
||||
},
|
||||
headers={
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
|
||||
def enable_endpoint(self, tenant_id: str, user_id: str, endpoint_id: str):
|
||||
"""
|
||||
Enable the given endpoint.
|
||||
"""
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/endpoint/enable",
|
||||
bool,
|
||||
data={
|
||||
"endpoint_id": endpoint_id,
|
||||
},
|
||||
headers={
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
|
||||
def disable_endpoint(self, tenant_id: str, user_id: str, endpoint_id: str):
|
||||
"""
|
||||
Disable the given endpoint.
|
||||
"""
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/endpoint/disable",
|
||||
bool,
|
||||
data={
|
||||
"endpoint_id": endpoint_id,
|
||||
},
|
||||
headers={
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
49
api/core/plugin/manager/exc.py
Normal file
49
api/core/plugin/manager/exc.py
Normal file
|
|
@ -0,0 +1,49 @@
|
|||
class PluginDaemonError(Exception):
|
||||
"""Base class for all plugin daemon errors."""
|
||||
|
||||
def __init__(self, description: str) -> None:
|
||||
self.description = description
|
||||
|
||||
def __str__(self) -> str:
|
||||
# returns the class name and description
|
||||
return f"{self.__class__.__name__}: {self.description}"
|
||||
|
||||
|
||||
class PluginDaemonInternalError(PluginDaemonError):
|
||||
pass
|
||||
|
||||
|
||||
class PluginDaemonClientSideError(PluginDaemonError):
|
||||
pass
|
||||
|
||||
|
||||
class PluginDaemonInternalServerError(PluginDaemonInternalError):
|
||||
description: str = "Internal Server Error"
|
||||
|
||||
|
||||
class PluginDaemonUnauthorizedError(PluginDaemonInternalError):
|
||||
description: str = "Unauthorized"
|
||||
|
||||
|
||||
class PluginDaemonNotFoundError(PluginDaemonInternalError):
|
||||
description: str = "Not Found"
|
||||
|
||||
|
||||
class PluginDaemonBadRequestError(PluginDaemonClientSideError):
|
||||
description: str = "Bad Request"
|
||||
|
||||
|
||||
class PluginInvokeError(PluginDaemonClientSideError):
|
||||
description: str = "Invoke Error"
|
||||
|
||||
|
||||
class PluginUniqueIdentifierError(PluginDaemonClientSideError):
|
||||
description: str = "Unique Identifier Error"
|
||||
|
||||
|
||||
class PluginNotFoundError(PluginDaemonClientSideError):
|
||||
description: str = "Plugin Not Found"
|
||||
|
||||
|
||||
class PluginPermissionDeniedError(PluginDaemonClientSideError):
|
||||
description: str = "Permission Denied"
|
||||
531
api/core/plugin/manager/model.py
Normal file
531
api/core/plugin/manager/model.py
Normal file
|
|
@ -0,0 +1,531 @@
|
|||
import binascii
|
||||
from collections.abc import Generator, Sequence
|
||||
from typing import IO, Optional
|
||||
|
||||
from core.model_runtime.entities.llm_entities import LLMResultChunk
|
||||
from core.model_runtime.entities.message_entities import PromptMessage, PromptMessageTool
|
||||
from core.model_runtime.entities.model_entities import AIModelEntity
|
||||
from core.model_runtime.entities.rerank_entities import RerankResult
|
||||
from core.model_runtime.entities.text_embedding_entities import TextEmbeddingResult
|
||||
from core.model_runtime.utils.encoders import jsonable_encoder
|
||||
from core.plugin.entities.plugin_daemon import (
|
||||
PluginBasicBooleanResponse,
|
||||
PluginDaemonInnerError,
|
||||
PluginLLMNumTokensResponse,
|
||||
PluginModelProviderEntity,
|
||||
PluginModelSchemaEntity,
|
||||
PluginStringResultResponse,
|
||||
PluginTextEmbeddingNumTokensResponse,
|
||||
PluginVoicesResponse,
|
||||
)
|
||||
from core.plugin.manager.base import BasePluginManager
|
||||
|
||||
|
||||
class PluginModelManager(BasePluginManager):
|
||||
def fetch_model_providers(self, tenant_id: str) -> Sequence[PluginModelProviderEntity]:
|
||||
"""
|
||||
Fetch model providers for the given tenant.
|
||||
"""
|
||||
response = self._request_with_plugin_daemon_response(
|
||||
"GET",
|
||||
f"plugin/{tenant_id}/management/models",
|
||||
list[PluginModelProviderEntity],
|
||||
params={"page": 1, "page_size": 256},
|
||||
)
|
||||
return response
|
||||
|
||||
def get_model_schema(
|
||||
self,
|
||||
tenant_id: str,
|
||||
user_id: str,
|
||||
plugin_id: str,
|
||||
provider: str,
|
||||
model_type: str,
|
||||
model: str,
|
||||
credentials: dict,
|
||||
) -> AIModelEntity | None:
|
||||
"""
|
||||
Get model schema
|
||||
"""
|
||||
response = self._request_with_plugin_daemon_response_stream(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/dispatch/model/schema",
|
||||
PluginModelSchemaEntity,
|
||||
data={
|
||||
"user_id": user_id,
|
||||
"data": {
|
||||
"provider": provider,
|
||||
"model_type": model_type,
|
||||
"model": model,
|
||||
"credentials": credentials,
|
||||
},
|
||||
},
|
||||
headers={
|
||||
"X-Plugin-ID": plugin_id,
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
|
||||
for resp in response:
|
||||
return resp.model_schema
|
||||
|
||||
return None
|
||||
|
||||
def validate_provider_credentials(
|
||||
self, tenant_id: str, user_id: str, plugin_id: str, provider: str, credentials: dict
|
||||
) -> bool:
|
||||
"""
|
||||
validate the credentials of the provider
|
||||
"""
|
||||
response = self._request_with_plugin_daemon_response_stream(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/dispatch/model/validate_provider_credentials",
|
||||
PluginBasicBooleanResponse,
|
||||
data={
|
||||
"user_id": user_id,
|
||||
"data": {
|
||||
"provider": provider,
|
||||
"credentials": credentials,
|
||||
},
|
||||
},
|
||||
headers={
|
||||
"X-Plugin-ID": plugin_id,
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
|
||||
for resp in response:
|
||||
if resp.credentials and isinstance(resp.credentials, dict):
|
||||
credentials.update(resp.credentials)
|
||||
|
||||
return resp.result
|
||||
|
||||
return False
|
||||
|
||||
def validate_model_credentials(
|
||||
self,
|
||||
tenant_id: str,
|
||||
user_id: str,
|
||||
plugin_id: str,
|
||||
provider: str,
|
||||
model_type: str,
|
||||
model: str,
|
||||
credentials: dict,
|
||||
) -> bool:
|
||||
"""
|
||||
validate the credentials of the provider
|
||||
"""
|
||||
response = self._request_with_plugin_daemon_response_stream(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/dispatch/model/validate_model_credentials",
|
||||
PluginBasicBooleanResponse,
|
||||
data={
|
||||
"user_id": user_id,
|
||||
"data": {
|
||||
"provider": provider,
|
||||
"model_type": model_type,
|
||||
"model": model,
|
||||
"credentials": credentials,
|
||||
},
|
||||
},
|
||||
headers={
|
||||
"X-Plugin-ID": plugin_id,
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
|
||||
for resp in response:
|
||||
if resp.credentials and isinstance(resp.credentials, dict):
|
||||
credentials.update(resp.credentials)
|
||||
|
||||
return resp.result
|
||||
|
||||
return False
|
||||
|
||||
def invoke_llm(
|
||||
self,
|
||||
tenant_id: str,
|
||||
user_id: str,
|
||||
plugin_id: str,
|
||||
provider: str,
|
||||
model: str,
|
||||
credentials: dict,
|
||||
prompt_messages: list[PromptMessage],
|
||||
model_parameters: Optional[dict] = None,
|
||||
tools: Optional[list[PromptMessageTool]] = None,
|
||||
stop: Optional[list[str]] = None,
|
||||
stream: bool = True,
|
||||
) -> Generator[LLMResultChunk, None, None]:
|
||||
"""
|
||||
Invoke llm
|
||||
"""
|
||||
response = self._request_with_plugin_daemon_response_stream(
|
||||
method="POST",
|
||||
path=f"plugin/{tenant_id}/dispatch/llm/invoke",
|
||||
type=LLMResultChunk,
|
||||
data=jsonable_encoder(
|
||||
{
|
||||
"user_id": user_id,
|
||||
"data": {
|
||||
"provider": provider,
|
||||
"model_type": "llm",
|
||||
"model": model,
|
||||
"credentials": credentials,
|
||||
"prompt_messages": prompt_messages,
|
||||
"model_parameters": model_parameters,
|
||||
"tools": tools,
|
||||
"stop": stop,
|
||||
"stream": stream,
|
||||
},
|
||||
}
|
||||
),
|
||||
headers={
|
||||
"X-Plugin-ID": plugin_id,
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
|
||||
try:
|
||||
yield from response
|
||||
except PluginDaemonInnerError as e:
|
||||
raise ValueError(e.message + str(e.code))
|
||||
|
||||
def get_llm_num_tokens(
|
||||
self,
|
||||
tenant_id: str,
|
||||
user_id: str,
|
||||
plugin_id: str,
|
||||
provider: str,
|
||||
model_type: str,
|
||||
model: str,
|
||||
credentials: dict,
|
||||
prompt_messages: list[PromptMessage],
|
||||
tools: Optional[list[PromptMessageTool]] = None,
|
||||
) -> int:
|
||||
"""
|
||||
Get number of tokens for llm
|
||||
"""
|
||||
response = self._request_with_plugin_daemon_response_stream(
|
||||
method="POST",
|
||||
path=f"plugin/{tenant_id}/dispatch/llm/num_tokens",
|
||||
type=PluginLLMNumTokensResponse,
|
||||
data=jsonable_encoder(
|
||||
{
|
||||
"user_id": user_id,
|
||||
"data": {
|
||||
"provider": provider,
|
||||
"model_type": model_type,
|
||||
"model": model,
|
||||
"credentials": credentials,
|
||||
"prompt_messages": prompt_messages,
|
||||
"tools": tools,
|
||||
},
|
||||
}
|
||||
),
|
||||
headers={
|
||||
"X-Plugin-ID": plugin_id,
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
|
||||
for resp in response:
|
||||
return resp.num_tokens
|
||||
|
||||
return 0
|
||||
|
||||
def invoke_text_embedding(
|
||||
self,
|
||||
tenant_id: str,
|
||||
user_id: str,
|
||||
plugin_id: str,
|
||||
provider: str,
|
||||
model: str,
|
||||
credentials: dict,
|
||||
texts: list[str],
|
||||
input_type: str,
|
||||
) -> TextEmbeddingResult:
|
||||
"""
|
||||
Invoke text embedding
|
||||
"""
|
||||
response = self._request_with_plugin_daemon_response_stream(
|
||||
method="POST",
|
||||
path=f"plugin/{tenant_id}/dispatch/text_embedding/invoke",
|
||||
type=TextEmbeddingResult,
|
||||
data=jsonable_encoder(
|
||||
{
|
||||
"user_id": user_id,
|
||||
"data": {
|
||||
"provider": provider,
|
||||
"model_type": "text-embedding",
|
||||
"model": model,
|
||||
"credentials": credentials,
|
||||
"texts": texts,
|
||||
"input_type": input_type,
|
||||
},
|
||||
}
|
||||
),
|
||||
headers={
|
||||
"X-Plugin-ID": plugin_id,
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
|
||||
for resp in response:
|
||||
return resp
|
||||
|
||||
raise ValueError("Failed to invoke text embedding")
|
||||
|
||||
def get_text_embedding_num_tokens(
|
||||
self,
|
||||
tenant_id: str,
|
||||
user_id: str,
|
||||
plugin_id: str,
|
||||
provider: str,
|
||||
model: str,
|
||||
credentials: dict,
|
||||
texts: list[str],
|
||||
) -> list[int]:
|
||||
"""
|
||||
Get number of tokens for text embedding
|
||||
"""
|
||||
response = self._request_with_plugin_daemon_response_stream(
|
||||
method="POST",
|
||||
path=f"plugin/{tenant_id}/dispatch/text_embedding/num_tokens",
|
||||
type=PluginTextEmbeddingNumTokensResponse,
|
||||
data=jsonable_encoder(
|
||||
{
|
||||
"user_id": user_id,
|
||||
"data": {
|
||||
"provider": provider,
|
||||
"model_type": "text-embedding",
|
||||
"model": model,
|
||||
"credentials": credentials,
|
||||
"texts": texts,
|
||||
},
|
||||
}
|
||||
),
|
||||
headers={
|
||||
"X-Plugin-ID": plugin_id,
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
|
||||
for resp in response:
|
||||
return resp.num_tokens
|
||||
|
||||
return []
|
||||
|
||||
def invoke_rerank(
|
||||
self,
|
||||
tenant_id: str,
|
||||
user_id: str,
|
||||
plugin_id: str,
|
||||
provider: str,
|
||||
model: str,
|
||||
credentials: dict,
|
||||
query: str,
|
||||
docs: list[str],
|
||||
score_threshold: Optional[float] = None,
|
||||
top_n: Optional[int] = None,
|
||||
) -> RerankResult:
|
||||
"""
|
||||
Invoke rerank
|
||||
"""
|
||||
response = self._request_with_plugin_daemon_response_stream(
|
||||
method="POST",
|
||||
path=f"plugin/{tenant_id}/dispatch/rerank/invoke",
|
||||
type=RerankResult,
|
||||
data=jsonable_encoder(
|
||||
{
|
||||
"user_id": user_id,
|
||||
"data": {
|
||||
"provider": provider,
|
||||
"model_type": "rerank",
|
||||
"model": model,
|
||||
"credentials": credentials,
|
||||
"query": query,
|
||||
"docs": docs,
|
||||
"score_threshold": score_threshold,
|
||||
"top_n": top_n,
|
||||
},
|
||||
}
|
||||
),
|
||||
headers={
|
||||
"X-Plugin-ID": plugin_id,
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
|
||||
for resp in response:
|
||||
return resp
|
||||
|
||||
raise ValueError("Failed to invoke rerank")
|
||||
|
||||
def invoke_tts(
|
||||
self,
|
||||
tenant_id: str,
|
||||
user_id: str,
|
||||
plugin_id: str,
|
||||
provider: str,
|
||||
model: str,
|
||||
credentials: dict,
|
||||
content_text: str,
|
||||
voice: str,
|
||||
) -> Generator[bytes, None, None]:
|
||||
"""
|
||||
Invoke tts
|
||||
"""
|
||||
response = self._request_with_plugin_daemon_response_stream(
|
||||
method="POST",
|
||||
path=f"plugin/{tenant_id}/dispatch/tts/invoke",
|
||||
type=PluginStringResultResponse,
|
||||
data=jsonable_encoder(
|
||||
{
|
||||
"user_id": user_id,
|
||||
"data": {
|
||||
"provider": provider,
|
||||
"model_type": "tts",
|
||||
"model": model,
|
||||
"credentials": credentials,
|
||||
"tenant_id": tenant_id,
|
||||
"content_text": content_text,
|
||||
"voice": voice,
|
||||
},
|
||||
}
|
||||
),
|
||||
headers={
|
||||
"X-Plugin-ID": plugin_id,
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
|
||||
try:
|
||||
for result in response:
|
||||
hex_str = result.result
|
||||
yield binascii.unhexlify(hex_str)
|
||||
except PluginDaemonInnerError as e:
|
||||
raise ValueError(e.message + str(e.code))
|
||||
|
||||
def get_tts_model_voices(
|
||||
self,
|
||||
tenant_id: str,
|
||||
user_id: str,
|
||||
plugin_id: str,
|
||||
provider: str,
|
||||
model: str,
|
||||
credentials: dict,
|
||||
language: Optional[str] = None,
|
||||
) -> list[dict]:
|
||||
"""
|
||||
Get tts model voices
|
||||
"""
|
||||
response = self._request_with_plugin_daemon_response_stream(
|
||||
method="POST",
|
||||
path=f"plugin/{tenant_id}/dispatch/tts/model/voices",
|
||||
type=PluginVoicesResponse,
|
||||
data=jsonable_encoder(
|
||||
{
|
||||
"user_id": user_id,
|
||||
"data": {
|
||||
"provider": provider,
|
||||
"model_type": "tts",
|
||||
"model": model,
|
||||
"credentials": credentials,
|
||||
"language": language,
|
||||
},
|
||||
}
|
||||
),
|
||||
headers={
|
||||
"X-Plugin-ID": plugin_id,
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
|
||||
for resp in response:
|
||||
voices = []
|
||||
for voice in resp.voices:
|
||||
voices.append({"name": voice.name, "value": voice.value})
|
||||
|
||||
return voices
|
||||
|
||||
return []
|
||||
|
||||
def invoke_speech_to_text(
|
||||
self,
|
||||
tenant_id: str,
|
||||
user_id: str,
|
||||
plugin_id: str,
|
||||
provider: str,
|
||||
model: str,
|
||||
credentials: dict,
|
||||
file: IO[bytes],
|
||||
) -> str:
|
||||
"""
|
||||
Invoke speech to text
|
||||
"""
|
||||
response = self._request_with_plugin_daemon_response_stream(
|
||||
method="POST",
|
||||
path=f"plugin/{tenant_id}/dispatch/speech2text/invoke",
|
||||
type=PluginStringResultResponse,
|
||||
data=jsonable_encoder(
|
||||
{
|
||||
"user_id": user_id,
|
||||
"data": {
|
||||
"provider": provider,
|
||||
"model_type": "speech2text",
|
||||
"model": model,
|
||||
"credentials": credentials,
|
||||
"file": binascii.hexlify(file.read()).decode(),
|
||||
},
|
||||
}
|
||||
),
|
||||
headers={
|
||||
"X-Plugin-ID": plugin_id,
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
|
||||
for resp in response:
|
||||
return resp.result
|
||||
|
||||
raise ValueError("Failed to invoke speech to text")
|
||||
|
||||
def invoke_moderation(
|
||||
self,
|
||||
tenant_id: str,
|
||||
user_id: str,
|
||||
plugin_id: str,
|
||||
provider: str,
|
||||
model: str,
|
||||
credentials: dict,
|
||||
text: str,
|
||||
) -> bool:
|
||||
"""
|
||||
Invoke moderation
|
||||
"""
|
||||
response = self._request_with_plugin_daemon_response_stream(
|
||||
method="POST",
|
||||
path=f"plugin/{tenant_id}/dispatch/moderation/invoke",
|
||||
type=PluginBasicBooleanResponse,
|
||||
data=jsonable_encoder(
|
||||
{
|
||||
"user_id": user_id,
|
||||
"data": {
|
||||
"provider": provider,
|
||||
"model_type": "moderation",
|
||||
"model": model,
|
||||
"credentials": credentials,
|
||||
"text": text,
|
||||
},
|
||||
}
|
||||
),
|
||||
headers={
|
||||
"X-Plugin-ID": plugin_id,
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
|
||||
for resp in response:
|
||||
return resp.result
|
||||
|
||||
raise ValueError("Failed to invoke moderation")
|
||||
249
api/core/plugin/manager/plugin.py
Normal file
249
api/core/plugin/manager/plugin.py
Normal file
|
|
@ -0,0 +1,249 @@
|
|||
from collections.abc import Sequence
|
||||
|
||||
from core.plugin.entities.bundle import PluginBundleDependency
|
||||
from core.plugin.entities.plugin import (
|
||||
GenericProviderID,
|
||||
MissingPluginDependency,
|
||||
PluginDeclaration,
|
||||
PluginEntity,
|
||||
PluginInstallation,
|
||||
PluginInstallationSource,
|
||||
)
|
||||
from core.plugin.entities.plugin_daemon import PluginInstallTask, PluginInstallTaskStartResponse, PluginUploadResponse
|
||||
from core.plugin.manager.base import BasePluginManager
|
||||
|
||||
|
||||
class PluginInstallationManager(BasePluginManager):
|
||||
def fetch_plugin_by_identifier(
|
||||
self,
|
||||
tenant_id: str,
|
||||
identifier: str,
|
||||
) -> bool:
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"GET",
|
||||
f"plugin/{tenant_id}/management/fetch/identifier",
|
||||
bool,
|
||||
params={"plugin_unique_identifier": identifier},
|
||||
)
|
||||
|
||||
def list_plugins(self, tenant_id: str) -> list[PluginEntity]:
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"GET",
|
||||
f"plugin/{tenant_id}/management/list",
|
||||
list[PluginEntity],
|
||||
params={"page": 1, "page_size": 256},
|
||||
)
|
||||
|
||||
def upload_pkg(
|
||||
self,
|
||||
tenant_id: str,
|
||||
pkg: bytes,
|
||||
verify_signature: bool = False,
|
||||
) -> PluginUploadResponse:
|
||||
"""
|
||||
Upload a plugin package and return the plugin unique identifier.
|
||||
"""
|
||||
body = {
|
||||
"dify_pkg": ("dify_pkg", pkg, "application/octet-stream"),
|
||||
}
|
||||
|
||||
data = {
|
||||
"verify_signature": "true" if verify_signature else "false",
|
||||
}
|
||||
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/management/install/upload/package",
|
||||
PluginUploadResponse,
|
||||
files=body,
|
||||
data=data,
|
||||
)
|
||||
|
||||
def upload_bundle(
|
||||
self,
|
||||
tenant_id: str,
|
||||
bundle: bytes,
|
||||
verify_signature: bool = False,
|
||||
) -> Sequence[PluginBundleDependency]:
|
||||
"""
|
||||
Upload a plugin bundle and return the dependencies.
|
||||
"""
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/management/install/upload/bundle",
|
||||
list[PluginBundleDependency],
|
||||
files={"dify_bundle": ("dify_bundle", bundle, "application/octet-stream")},
|
||||
data={"verify_signature": "true" if verify_signature else "false"},
|
||||
)
|
||||
|
||||
def install_from_identifiers(
|
||||
self,
|
||||
tenant_id: str,
|
||||
identifiers: Sequence[str],
|
||||
source: PluginInstallationSource,
|
||||
metas: list[dict],
|
||||
) -> PluginInstallTaskStartResponse:
|
||||
"""
|
||||
Install a plugin from an identifier.
|
||||
"""
|
||||
# exception will be raised if the request failed
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/management/install/identifiers",
|
||||
PluginInstallTaskStartResponse,
|
||||
data={
|
||||
"plugin_unique_identifiers": identifiers,
|
||||
"source": source,
|
||||
"metas": metas,
|
||||
},
|
||||
headers={"Content-Type": "application/json"},
|
||||
)
|
||||
|
||||
def fetch_plugin_installation_tasks(self, tenant_id: str, page: int, page_size: int) -> Sequence[PluginInstallTask]:
|
||||
"""
|
||||
Fetch plugin installation tasks.
|
||||
"""
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"GET",
|
||||
f"plugin/{tenant_id}/management/install/tasks",
|
||||
list[PluginInstallTask],
|
||||
params={"page": page, "page_size": page_size},
|
||||
)
|
||||
|
||||
def fetch_plugin_installation_task(self, tenant_id: str, task_id: str) -> PluginInstallTask:
|
||||
"""
|
||||
Fetch a plugin installation task.
|
||||
"""
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"GET",
|
||||
f"plugin/{tenant_id}/management/install/tasks/{task_id}",
|
||||
PluginInstallTask,
|
||||
)
|
||||
|
||||
def delete_plugin_installation_task(self, tenant_id: str, task_id: str) -> bool:
|
||||
"""
|
||||
Delete a plugin installation task.
|
||||
"""
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/management/install/tasks/{task_id}/delete",
|
||||
bool,
|
||||
)
|
||||
|
||||
def delete_all_plugin_installation_task_items(self, tenant_id: str) -> bool:
|
||||
"""
|
||||
Delete all plugin installation task items.
|
||||
"""
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/management/install/tasks/delete_all",
|
||||
bool,
|
||||
)
|
||||
|
||||
def delete_plugin_installation_task_item(self, tenant_id: str, task_id: str, identifier: str) -> bool:
|
||||
"""
|
||||
Delete a plugin installation task item.
|
||||
"""
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/management/install/tasks/{task_id}/delete/{identifier}",
|
||||
bool,
|
||||
)
|
||||
|
||||
def fetch_plugin_manifest(self, tenant_id: str, plugin_unique_identifier: str) -> PluginDeclaration:
|
||||
"""
|
||||
Fetch a plugin manifest.
|
||||
"""
|
||||
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"GET",
|
||||
f"plugin/{tenant_id}/management/fetch/manifest",
|
||||
PluginDeclaration,
|
||||
params={"plugin_unique_identifier": plugin_unique_identifier},
|
||||
)
|
||||
|
||||
def fetch_plugin_installation_by_ids(
|
||||
self, tenant_id: str, plugin_ids: Sequence[str]
|
||||
) -> Sequence[PluginInstallation]:
|
||||
"""
|
||||
Fetch plugin installations by ids.
|
||||
"""
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/management/installation/fetch/batch",
|
||||
list[PluginInstallation],
|
||||
data={"plugin_ids": plugin_ids},
|
||||
headers={"Content-Type": "application/json"},
|
||||
)
|
||||
|
||||
def fetch_missing_dependencies(
|
||||
self, tenant_id: str, plugin_unique_identifiers: list[str]
|
||||
) -> list[MissingPluginDependency]:
|
||||
"""
|
||||
Fetch missing dependencies
|
||||
"""
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/management/installation/missing",
|
||||
list[MissingPluginDependency],
|
||||
data={"plugin_unique_identifiers": plugin_unique_identifiers},
|
||||
headers={"Content-Type": "application/json"},
|
||||
)
|
||||
|
||||
def uninstall(self, tenant_id: str, plugin_installation_id: str) -> bool:
|
||||
"""
|
||||
Uninstall a plugin.
|
||||
"""
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/management/uninstall",
|
||||
bool,
|
||||
data={
|
||||
"plugin_installation_id": plugin_installation_id,
|
||||
},
|
||||
headers={"Content-Type": "application/json"},
|
||||
)
|
||||
|
||||
def upgrade_plugin(
|
||||
self,
|
||||
tenant_id: str,
|
||||
original_plugin_unique_identifier: str,
|
||||
new_plugin_unique_identifier: str,
|
||||
source: PluginInstallationSource,
|
||||
meta: dict,
|
||||
) -> PluginInstallTaskStartResponse:
|
||||
"""
|
||||
Upgrade a plugin.
|
||||
"""
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/management/install/upgrade",
|
||||
PluginInstallTaskStartResponse,
|
||||
data={
|
||||
"original_plugin_unique_identifier": original_plugin_unique_identifier,
|
||||
"new_plugin_unique_identifier": new_plugin_unique_identifier,
|
||||
"source": source,
|
||||
"meta": meta,
|
||||
},
|
||||
headers={"Content-Type": "application/json"},
|
||||
)
|
||||
|
||||
def check_tools_existence(self, tenant_id: str, provider_ids: Sequence[GenericProviderID]) -> Sequence[bool]:
|
||||
"""
|
||||
Check if the tools exist
|
||||
"""
|
||||
return self._request_with_plugin_daemon_response(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/management/tools/check_existence",
|
||||
list[bool],
|
||||
data={
|
||||
"provider_ids": [
|
||||
{
|
||||
"plugin_id": provider_id.plugin_id,
|
||||
"provider_name": provider_id.provider_name,
|
||||
}
|
||||
for provider_id in provider_ids
|
||||
]
|
||||
},
|
||||
headers={"Content-Type": "application/json"},
|
||||
)
|
||||
188
api/core/plugin/manager/tool.py
Normal file
188
api/core/plugin/manager/tool.py
Normal file
|
|
@ -0,0 +1,188 @@
|
|||
from collections.abc import Generator
|
||||
from typing import Any, Optional
|
||||
|
||||
from pydantic import BaseModel
|
||||
|
||||
from core.plugin.entities.plugin import GenericProviderID
|
||||
from core.plugin.entities.plugin_daemon import PluginBasicBooleanResponse, PluginToolProviderEntity
|
||||
from core.plugin.manager.base import BasePluginManager
|
||||
from core.tools.entities.tool_entities import ToolInvokeMessage, ToolParameter
|
||||
|
||||
|
||||
class PluginToolManager(BasePluginManager):
|
||||
def fetch_tool_providers(self, tenant_id: str) -> list[PluginToolProviderEntity]:
|
||||
"""
|
||||
Fetch tool providers for the given tenant.
|
||||
"""
|
||||
|
||||
def transformer(json_response: dict[str, Any]) -> dict:
|
||||
for provider in json_response.get("data", []):
|
||||
declaration = provider.get("declaration", {}) or {}
|
||||
provider_name = declaration.get("identity", {}).get("name")
|
||||
for tool in declaration.get("tools", []):
|
||||
tool["identity"]["provider"] = provider_name
|
||||
|
||||
return json_response
|
||||
|
||||
response = self._request_with_plugin_daemon_response(
|
||||
"GET",
|
||||
f"plugin/{tenant_id}/management/tools",
|
||||
list[PluginToolProviderEntity],
|
||||
params={"page": 1, "page_size": 256},
|
||||
transformer=transformer,
|
||||
)
|
||||
|
||||
for provider in response:
|
||||
provider.declaration.identity.name = f"{provider.plugin_id}/{provider.declaration.identity.name}"
|
||||
|
||||
# override the provider name for each tool to plugin_id/provider_name
|
||||
for tool in provider.declaration.tools:
|
||||
tool.identity.provider = provider.declaration.identity.name
|
||||
|
||||
return response
|
||||
|
||||
def fetch_tool_provider(self, tenant_id: str, provider: str) -> PluginToolProviderEntity:
|
||||
"""
|
||||
Fetch tool provider for the given tenant and plugin.
|
||||
"""
|
||||
tool_provider_id = GenericProviderID(provider)
|
||||
|
||||
def transformer(json_response: dict[str, Any]) -> dict:
|
||||
data = json_response.get("data")
|
||||
if data:
|
||||
for tool in data.get("declaration", {}).get("tools", []):
|
||||
tool["identity"]["provider"] = tool_provider_id.provider_name
|
||||
|
||||
return json_response
|
||||
|
||||
response = self._request_with_plugin_daemon_response(
|
||||
"GET",
|
||||
f"plugin/{tenant_id}/management/tool",
|
||||
PluginToolProviderEntity,
|
||||
params={"provider": tool_provider_id.provider_name, "plugin_id": tool_provider_id.plugin_id},
|
||||
transformer=transformer,
|
||||
)
|
||||
|
||||
response.declaration.identity.name = f"{response.plugin_id}/{response.declaration.identity.name}"
|
||||
|
||||
# override the provider name for each tool to plugin_id/provider_name
|
||||
for tool in response.declaration.tools:
|
||||
tool.identity.provider = response.declaration.identity.name
|
||||
|
||||
return response
|
||||
|
||||
def invoke(
|
||||
self,
|
||||
tenant_id: str,
|
||||
user_id: str,
|
||||
tool_provider: str,
|
||||
tool_name: str,
|
||||
credentials: dict[str, Any],
|
||||
tool_parameters: dict[str, Any],
|
||||
conversation_id: Optional[str] = None,
|
||||
app_id: Optional[str] = None,
|
||||
message_id: Optional[str] = None,
|
||||
) -> Generator[ToolInvokeMessage, None, None]:
|
||||
"""
|
||||
Invoke the tool with the given tenant, user, plugin, provider, name, credentials and parameters.
|
||||
"""
|
||||
|
||||
tool_provider_id = GenericProviderID(tool_provider)
|
||||
|
||||
response = self._request_with_plugin_daemon_response_stream(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/dispatch/tool/invoke",
|
||||
ToolInvokeMessage,
|
||||
data={
|
||||
"user_id": user_id,
|
||||
"conversation_id": conversation_id,
|
||||
"app_id": app_id,
|
||||
"message_id": message_id,
|
||||
"data": {
|
||||
"provider": tool_provider_id.provider_name,
|
||||
"tool": tool_name,
|
||||
"credentials": credentials,
|
||||
"tool_parameters": tool_parameters,
|
||||
},
|
||||
},
|
||||
headers={
|
||||
"X-Plugin-ID": tool_provider_id.plugin_id,
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
return response
|
||||
|
||||
def validate_provider_credentials(
|
||||
self, tenant_id: str, user_id: str, provider: str, credentials: dict[str, Any]
|
||||
) -> bool:
|
||||
"""
|
||||
validate the credentials of the provider
|
||||
"""
|
||||
tool_provider_id = GenericProviderID(provider)
|
||||
|
||||
response = self._request_with_plugin_daemon_response_stream(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/dispatch/tool/validate_credentials",
|
||||
PluginBasicBooleanResponse,
|
||||
data={
|
||||
"user_id": user_id,
|
||||
"data": {
|
||||
"provider": tool_provider_id.provider_name,
|
||||
"credentials": credentials,
|
||||
},
|
||||
},
|
||||
headers={
|
||||
"X-Plugin-ID": tool_provider_id.plugin_id,
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
|
||||
for resp in response:
|
||||
return resp.result
|
||||
|
||||
return False
|
||||
|
||||
def get_runtime_parameters(
|
||||
self,
|
||||
tenant_id: str,
|
||||
user_id: str,
|
||||
provider: str,
|
||||
credentials: dict[str, Any],
|
||||
tool: str,
|
||||
conversation_id: Optional[str] = None,
|
||||
app_id: Optional[str] = None,
|
||||
message_id: Optional[str] = None,
|
||||
) -> list[ToolParameter]:
|
||||
"""
|
||||
get the runtime parameters of the tool
|
||||
"""
|
||||
tool_provider_id = GenericProviderID(provider)
|
||||
|
||||
class RuntimeParametersResponse(BaseModel):
|
||||
parameters: list[ToolParameter]
|
||||
|
||||
response = self._request_with_plugin_daemon_response_stream(
|
||||
"POST",
|
||||
f"plugin/{tenant_id}/dispatch/tool/get_runtime_parameters",
|
||||
RuntimeParametersResponse,
|
||||
data={
|
||||
"user_id": user_id,
|
||||
"conversation_id": conversation_id,
|
||||
"app_id": app_id,
|
||||
"message_id": message_id,
|
||||
"data": {
|
||||
"provider": tool_provider_id.provider_name,
|
||||
"tool": tool,
|
||||
"credentials": credentials,
|
||||
},
|
||||
},
|
||||
headers={
|
||||
"X-Plugin-ID": tool_provider_id.plugin_id,
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
)
|
||||
|
||||
for resp in response:
|
||||
return resp.parameters
|
||||
|
||||
return []
|
||||
Loading…
Add table
Add a link
Reference in a new issue