mirror of
https://github.com/jxxghp/MoviePilot.git
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Merge pull request #5152 from Pollo3470/feat/ai-proxy
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@@ -1,6 +1,7 @@
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"""MoviePilot AI智能体实现"""
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"""MoviePilot AI智能体实现"""
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import asyncio
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import asyncio
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import threading
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from typing import Dict, List, Any
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from typing import Dict, List, Any
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from langchain.agents import AgentExecutor, create_openai_tools_agent
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from langchain.agents import AgentExecutor, create_openai_tools_agent
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@@ -20,6 +21,9 @@ from app.helper.message import MessageHelper
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from app.log import logger
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from app.log import logger
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from app.schemas import Notification
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from app.schemas import Notification
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# 用于保护环境变量修改的线程锁
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_env_lock = threading.Lock()
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class AgentChain(ChainBase):
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class AgentChain(ChainBase):
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pass
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pass
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@@ -73,15 +77,44 @@ class MoviePilotAgent:
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raise ValueError("未配置 LLM_API_KEY")
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raise ValueError("未配置 LLM_API_KEY")
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if provider == "google":
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if provider == "google":
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import os
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from contextlib import contextmanager
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from langchain_google_genai import ChatGoogleGenerativeAI
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from langchain_google_genai import ChatGoogleGenerativeAI
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return ChatGoogleGenerativeAI(
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model=settings.LLM_MODEL,
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# 使用线程锁保护的临时环境变量配置
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google_api_key=api_key,
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@contextmanager
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max_retries=3,
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def _temp_proxy_env():
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temperature=settings.LLM_TEMPERATURE,
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"""线程安全的临时设置代理环境变量的上下文管理器"""
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streaming=True,
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with _env_lock:
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callbacks=[self.callback_handler]
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old_http = os.environ.get("HTTP_PROXY")
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)
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old_https = os.environ.get("HTTPS_PROXY")
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try:
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if settings.PROXY_HOST:
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os.environ["HTTP_PROXY"] = settings.PROXY_HOST
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os.environ["HTTPS_PROXY"] = settings.PROXY_HOST
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yield
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finally:
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# 恢复原始环境变量
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if old_http is not None:
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os.environ["HTTP_PROXY"] = old_http
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elif "HTTP_PROXY" in os.environ:
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del os.environ["HTTP_PROXY"]
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if old_https is not None:
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os.environ["HTTPS_PROXY"] = old_https
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elif "HTTPS_PROXY" in os.environ:
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del os.environ["HTTPS_PROXY"]
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# 在临时环境变量中初始化 ChatGoogleGenerativeAI
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with _temp_proxy_env():
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return ChatGoogleGenerativeAI(
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model=settings.LLM_MODEL,
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google_api_key=api_key,
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max_retries=3,
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temperature=settings.LLM_TEMPERATURE,
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streaming=True,
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callbacks=[self.callback_handler]
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)
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elif provider == "deepseek":
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elif provider == "deepseek":
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from langchain_deepseek import ChatDeepSeek
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from langchain_deepseek import ChatDeepSeek
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return ChatDeepSeek(
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return ChatDeepSeek(
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@@ -103,7 +136,8 @@ class MoviePilotAgent:
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temperature=settings.LLM_TEMPERATURE,
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temperature=settings.LLM_TEMPERATURE,
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streaming=True,
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streaming=True,
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callbacks=[self.callback_handler],
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callbacks=[self.callback_handler],
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stream_usage=True
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stream_usage=True,
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openai_proxy=settings.PROXY_HOST
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)
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)
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def _initialize_tools(self) -> List:
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def _initialize_tools(self) -> List:
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