# Copyright 2026 zhaoxi826 # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from pydantic_ai import Agent from pydantic_ai.models.openai import OpenAIChatModel from pydantic_ai.models.google import GoogleModel from pydantic_ai.models.anthropic import AnthropicModel from pydantic_ai.providers.openai import OpenAIProvider from pydantic_ai.providers.google import GoogleProvider from pydantic_ai.providers.anthropic import AnthropicProvider from pretor.core.global_state_machine.model_provider import Provider from pretor.utils.agent_model import ResponseModel, DepsModel from pretor.utils.error import ModelNotExistError class AgentFactory: def __init__(self): self._models_mapping = {"openai": (OpenAIChatModel, OpenAIProvider), "gemini": (GoogleModel, GoogleProvider), "claude": (AnthropicModel, AnthropicProvider)} def create_agent(self, provider: Provider, model_id: str, output_type: ResponseModel, system_prompt: str, deps_type: DepsModel, agent_name: str) -> Agent: """ create_agent方法,将输入的provider对象实例化为一个pydantic-ai的agent对象 Args: provider: Provider对象,从global_state_machine中获取 model_id: 模型名 output_type: 输出格式 system_prompt: 系统提示词 deps_type: 依赖类型,在agent运行时动态输入的格式化消息 agent_name: agent的名字 Returns: 返回被实例化的pydantic-ai的Agent对象 """ if model_id not in provider.provider_models: raise ModelNotExistError("模型不存在") if provider.provider_type not in self._models_mapping: raise ValueError(f"不支持的协议类型: {provider.provider_type}") model_class, provider_class = self._models_mapping[provider.provider_type] model = model_class(model_id, provider_class(api_key=provider.api_key, url=provider.url)) agent = Agent(model=model, name=agent_name, system_prompt=system_prompt, output_type=output_type, deps_type=deps_type) return agent