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ai-agent-book/chapter3/structured-knowledge-extraction/config.py
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ai-agent-book 精选快照(<2MB 代码与文档,来自 github.com/bojieli/ai-agent-book)
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"""
全局配置:加载环境变量、提供 OpenAI 客户端与默认模型名。
只依赖官方 OpenAI SDK,读取 OPENAI_API_KEY。
默认模型 gpt-5.6-luna(便宜、够用于因子发现、结构化抽取与文案生成)。
"""
import os
from openai import OpenAI
try:
# 可选:如果安装了 python-dotenv,则自动加载同目录 .env
from dotenv import load_dotenv
load_dotenv()
except Exception: # pragma: no cover - dotenv 是可选依赖
pass
def _openrouter_model_id(model) -> str:
"""将供应商原生模型名映射为 OpenRouter 模型 id(通用 OpenRouter 回退用)。
显式的 OPENROUTER_MODEL 环境变量优先。"""
override = os.getenv("OPENROUTER_MODEL")
if override:
return override
m = (model or "").strip()
if not m:
return "openai/gpt-5.6-luna"
if "/" in m:
return m
ml = m.lower()
if ml.startswith(("gpt-", "o1", "o3", "o4", "chatgpt")):
return "openai/" + m
if ml.startswith("claude-"):
return "anthropic/claude-opus-4.8"
if ml.startswith("kimi"):
# kimi-k3 is not on OpenRouter; moonshotai/kimi-k2.6 is the closest hosted id.
return "moonshotai/kimi-k2.6"
return "openai/gpt-5.6-luna"
# Provider: OpenAI by default; DashScope/Qwen/Bailian are OpenAI-compatible.
PROVIDER = os.getenv("LLM_PROVIDER", "openai").lower()
PROVIDER = {"qwen": "dashscope", "bailian": "dashscope"}.get(PROVIDER, PROVIDER)
# 默认模型,可用环境变量覆盖
MODEL = os.getenv(
"DASHSCOPE_MODEL" if PROVIDER == "dashscope" else "OPENAI_MODEL",
"qwen3.7-plus" if PROVIDER == "dashscope" else "gpt-5.6-luna",
)
# 通用 OpenRouter 回退:若没有 OPENAI_API_KEY 但设置了 OPENROUTER_API_KEY
# 则把聊天模型路由到 OpenRouter,并把模型名映射为 OpenRouter 的 id。
_OPENAI_API_KEY = os.getenv("OPENAI_API_KEY")
_DASHSCOPE_API_KEY = os.getenv("DASHSCOPE_API_KEY")
_OPENROUTER_API_KEY = os.getenv("OPENROUTER_API_KEY")
# gpt-5.x(含 gpt-5.6*)在 OpenAI 直连 API 上需要组织实名认证;只要设置了
# OPENROUTER_API_KEY,就优先把这类 id 走 OpenRouter。
_PREFER_OPENROUTER = bool(_OPENROUTER_API_KEY) and MODEL.lower().startswith("gpt-5")
_PRIMARY_API_KEY = _DASHSCOPE_API_KEY if PROVIDER == "dashscope" else _OPENAI_API_KEY
_USE_OPENROUTER = _PREFER_OPENROUTER or ((not _PRIMARY_API_KEY) and bool(_OPENROUTER_API_KEY))
if _USE_OPENROUTER:
MODEL = _openrouter_model_id(MODEL)
def get_client() -> OpenAI:
"""返回一个配置好的 OpenAI 客户端。
优先使用官方端点(读取 OPENAI_API_KEY);若缺失则在存在 OPENROUTER_API_KEY 时
回退到 OpenRouterOpenAI 兼容端点)。"""
# timeout + 自动重试:发现/抽取阶段要连续发几十次请求,单次瞬时错误
# (网络抖动 / 限流 / 5xx)不应中断整条流水线。
if _PRIMARY_API_KEY and not _PREFER_OPENROUTER:
if PROVIDER == "dashscope":
return OpenAI(
api_key=_DASHSCOPE_API_KEY,
base_url=os.getenv(
"DASHSCOPE_BASE_URL",
"https://dashscope.aliyuncs.com/compatible-mode/v1",
),
timeout=60.0,
max_retries=5,
)
return OpenAI(api_key=_OPENAI_API_KEY, timeout=60.0, max_retries=5)
if _OPENROUTER_API_KEY:
return OpenAI(
api_key=_OPENROUTER_API_KEY,
base_url="https://openrouter.ai/api/v1",
timeout=60.0,
max_retries=5,
)
raise RuntimeError(
"未找到所选 provider 的 API Key,请设置 OPENAI_API_KEY、DASHSCOPE_API_KEY "
"或 OPENROUTER_API_KEY。"
)