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deep_research/scripts/lib/serper_client.py
kai c444007f04 v0.8: Serper 集成 + H1 章节标题双行居中 + 反方证据观点化 + 术语核查命令
新增:Google 系检索(SerpAPI → Serper.dev)

- scripts/lib/serper_client.py:封装 serper.dev 的 Google Search / Scholar / News / Patents
- 专利检索用 site:patents.google.com 技巧,serper.dev 没专用 endpoint 但效果很好
- Scholar 带引用数、年份、期刊信息,便于权威信源识别
- News 支持 time_range(d/w/m/y)时效性过滤

- scripts/lib/search_client.py 扩展为多路由门面:
  - search() 通用:Exa → Tavily
  - patents() 专利:Serper(Google Patents)→ 通用搜索 + site: 兜底
  - scholar() 论文:Serper Scholar → 通用搜索兜底
  - news() 新闻:Serper News → 通用搜索兜底
- 所有 httpx 客户端 trust_env=False,绕过系统 socks5 代理(v0.6 修过的 TLS EOF)

- .opencode/skills/search-strategy/SKILL.md §三重写:按查询类型路由,明确何时用哪个 API

H1 章节标题:两行居中 + 装饰横线

- 新增 ParagraphStyle: h1-chapter-num / h1-chapter-title
- 新增 parse_chapter_title() 支持中文/阿拉伯/混合空格章号:
  "第一章" / "第 9 章" / "第6章" / "Chapter 1" 全覆盖
- 分隔符支持: em dash — / en dash – / - / : / :
- 新增 build_chapter_header():章号小字居中 + 章名大字深蓝居中 + HRFlowable 3cm 装饰线
- 只对正文章节(_title_kind == "chapter")启用;前置件(免责声明/执行摘要/术语表/目录)
  仍用单行 h1 样式

反方证据段规范化(用户反馈 v0.7 问题 #5)

- skill:evidence-table 新增 §"正文中反方证据段落的写作规范":
  - 禁止机械标题"反驳证据" / "Counter-Evidence" / "反方观点"
  - 必须观点化,包含具体判断(如"另一种声音:管线虚胖还是真实进展?")
  - 用 H2 或 H3,禁止加粗段冒充标题
  - 给出段落结构模板(1-2 句过渡 → 列表型反方论点 → 整合判断)
- dr-analyst.md Hard Rules #3 改为引用该规范

术语表事实核查前置(新 command /dr-glossary)

- 新增 .opencode/commands/dr-glossary.md,支持 --from phase1|phase2|phase4 三个时机
- Phase 1 末 / Phase 2 初:从 framework.md 抽取专有名词种子表,在 dr-analyst 起草前
  预先核查公司名/产品名/技术名拼写,避免编造错误(Mabwell → Maywavee 这类)
- Phase 4:维持当前用法,对 glossary.json 全量核查

实测:dual-target-rnai-pipeline-2026 重生 PDF 55 页,所有 10 章标题双行居中正确渲染
(第一章/第二章/... 第十章 / 第 6 章 / 第 9 章 多种形式都识别)。
2026-04-22 17:04:05 +08:00

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"""Serper.dev 客户端(Google Search API 代理)。
为什么用 Serper
- 2500 次免费额度,远超 SerpAPI 的 100/月
- 支持 Google Search、Scholar、News、Images、Maps
- Google Patents 无专用 endpoint,但可用 `site:patents.google.com` 技巧
- 价格比 SerpAPI 便宜 3-5×
用途:
- 专利检索:通用 search + `site:patents.google.com`
- 学术论文:/scholar endpoint
- 新闻:/news endpoint(时效性敏感的行业动态)
httpx 客户端使用 trust_env=False 绕过系统 socks 代理(macOS Clash 会导致 TLS EOF)。
"""
from __future__ import annotations
import os
from dataclasses import dataclass
from typing import Any, Literal
import httpx
SERPER_BASE = "https://google.serper.dev"
@dataclass
class SerperHit:
title: str
url: str
snippet: str
source: str = "" # 论文出处 / 新闻媒体
date: str = "" # 发表日期(如 scholar / news 返回的话)
cited_by: int = 0 # 学术论文的引用数(仅 scholar)
class SerperError(RuntimeError):
pass
class SerperClient:
def __init__(self, api_key: str | None = None, timeout: float = 30.0) -> None:
self.api_key = api_key or os.environ.get("SERPAPI_KEY") or os.environ.get("SERPER_API_KEY")
if not self.api_key:
raise SerperError("SERPAPI_KEY / SERPER_API_KEY not set")
self._client = httpx.Client(trust_env=False, timeout=timeout)
def close(self) -> None:
self._client.close()
def __enter__(self) -> "SerperClient":
return self
def __exit__(self, *_args: Any) -> None:
self.close()
def _post(self, path: str, body: dict) -> dict:
try:
r = self._client.post(
f"{SERPER_BASE}{path}",
json=body,
headers={
"X-API-KEY": self.api_key,
"Content-Type": "application/json",
},
)
except httpx.RequestError as e:
raise SerperError(f"network error: {e}")
if r.status_code != 200:
raise SerperError(f"HTTP {r.status_code}: {r.text[:300]}")
try:
return r.json()
except Exception as e:
raise SerperError(f"invalid JSON: {e}")
def search(
self,
query: str,
*,
num_results: int = 10,
gl: str = "us",
hl: str = "en",
) -> list[SerperHit]:
"""通用 Google 搜索。支持 site: / filetype: / 引号短语等 Google 高级语法。"""
data = self._post("/search", {
"q": query,
"num": num_results,
"gl": gl,
"hl": hl,
})
hits: list[SerperHit] = []
for item in (data.get("organic") or [])[:num_results]:
hits.append(SerperHit(
title=(item.get("title") or "")[:200],
url=item.get("link") or "",
snippet=(item.get("snippet") or "")[:600],
date=item.get("date") or "",
))
return hits
def scholar(
self,
query: str,
*,
num_results: int = 10,
year_low: int | None = None,
year_high: int | None = None,
) -> list[SerperHit]:
"""Google Scholar 搜索——学术论文首选。
返回带引用数、发表年份等元数据,权威信源识别更准确。
"""
body: dict[str, Any] = {"q": query, "num": num_results}
if year_low is not None:
body["tbs"] = f"cdr:1,cd_min:{year_low}" + (f",cd_max:{year_high}" if year_high else "")
data = self._post("/scholar", body)
hits: list[SerperHit] = []
for item in (data.get("organic") or [])[:num_results]:
hits.append(SerperHit(
title=(item.get("title") or "")[:200],
url=item.get("link") or "",
snippet=(item.get("snippet") or "")[:600],
source=(item.get("publicationInfo") or "")[:200],
year=item.get("year") or "",
cited_by=item.get("citedBy") or 0,
) if False else SerperHit(
title=(item.get("title") or "")[:200],
url=item.get("link") or "",
snippet=(item.get("snippet") or "")[:600],
source=(item.get("publicationInfo") or "")[:200],
date=str(item.get("year") or ""),
cited_by=item.get("citedBy") or 0,
))
return hits
def patents(
self,
query: str,
*,
num_results: int = 10,
) -> list[SerperHit]:
"""Google Patents 检索——用 site: 技巧走通用搜索。
serper.dev 没有专门的 patents endpoint,但 `site:patents.google.com` 效果很好。
"""
combined = f"site:patents.google.com {query}"
return self.search(combined, num_results=num_results)
def news(
self,
query: str,
*,
num_results: int = 10,
time_range: Literal["d", "w", "m", "y"] | None = None,
) -> list[SerperHit]:
"""Google News 搜索——时效敏感行业动态。
time_range: d=24h, w=7d, m=30d, y=1y
"""
body: dict[str, Any] = {"q": query, "num": num_results}
if time_range:
body["tbs"] = f"qdr:{time_range}"
data = self._post("/news", body)
hits: list[SerperHit] = []
for item in (data.get("news") or [])[:num_results]:
hits.append(SerperHit(
title=(item.get("title") or "")[:200],
url=item.get("link") or "",
snippet=(item.get("snippet") or "")[:600],
source=(item.get("source") or "")[:200],
date=item.get("date") or "",
))
return hits
if __name__ == "__main__":
from scripts.lib.zenmux_client import load_secrets
load_secrets()
with SerperClient() as c:
print("=== Patents: dual-target siRNA ===")
for h in c.patents("dual-target siRNA GalNAc conjugate", num_results=3):
print(f" {h.title[:70]}")
print(f" {h.url}")
print("\n=== Scholar: dual-target RNAi ===")
for h in c.scholar("dual-target RNAi drug 2024", num_results=3):
print(f" {h.title[:70]} [引用 {h.cited_by}] ({h.date})")
print(f" {h.url}")
print(f" 源: {h.source[:80]}")