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ailine/backend/app/core/web_search.py
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feat: 完成联网搜索功能实现和依赖更新
2026-05-01 00:13:19 +08:00

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"""
联网搜索公共工具 - 无需 API Key免费使用 DuckDuckGo
Web Search Public Utility - Free, no API Key, using DuckDuckGo
"""
from typing import List, Dict, Any, Optional
from dataclasses import dataclass
from datetime import datetime
import requests
import warnings
import re
@dataclass
class SearchResult:
"""搜索结果数据类"""
title: str
url: str
snippet: str
source: str = "DuckDuckGo"
timestamp: datetime = None
def __post_init__(self):
if self.timestamp is None:
self.timestamp = datetime.now()
class WebSearchTool:
"""联网搜索公共工具类"""
def __init__(self, max_results: int = 5):
self.max_results = max_results
def search(self, query: str, max_results: Optional[int] = None) -> List[SearchResult]:
"""
使用多种方式搜索
Args:
query: 搜索关键词
max_results: 返回结果数量,默认使用初始化时的设置
Returns:
搜索结果列表
"""
num_results = max_results or self.max_results
# 方式 1: 尝试用 ddgs 包
try:
from ddgs import DDGS
print(f"[WebSearch] 使用 ddgs 搜索: {query}")
with DDGS() as ddgs:
results = list(ddgs.text(query, max_results=num_results))
if results:
search_results = []
for r in results:
search_results.append(SearchResult(
title=r.get("title", ""),
url=r.get("href", ""),
snippet=r.get("body", ""),
source="DuckDuckGo"
))
print(f"[WebSearch] ddgs 返回 {len(search_results)} 条结果")
return search_results
except ImportError:
print("[WebSearch] ddgs 未安装,尝试 duckduckgo-search")
except Exception as e:
print(f"[WebSearch] ddgs 搜索失败: {e}")
# 方式 2: 尝试用旧的 duckduckgo-search 包
try:
from duckduckgo_search import DDGS
print(f"[WebSearch] 使用 duckduckgo-search 搜索: {query}")
with DDGS() as ddgs:
results = list(ddgs.text(query, max_results=num_results))
if results:
search_results = []
for r in results:
search_results.append(SearchResult(
title=r.get("title", ""),
url=r.get("href", ""),
snippet=r.get("body", ""),
source="DuckDuckGo"
))
print(f"[WebSearch] duckduckgo-search 返回 {len(search_results)} 条结果")
return search_results
except ImportError:
print("[WebSearch] duckduckgo-search 未安装")
except Exception as e:
print(f"[WebSearch] duckduckgo-search 搜索失败: {e}")
# 方式 3: 尝试用简单 HTTP 请求
try:
return self._search_http(query, num_results)
except Exception as e:
print(f"[WebSearch] HTTP 搜索也失败: {e}")
# 方式 4: 返回模拟数据作为最后兜底
return self._search_mock(query, num_results)
def _search_http(self, query: str, max_results: int) -> List[SearchResult]:
"""用简单 HTTP 请求搜索(备用方案)- 尝试多个国内源"""
print(f"[WebSearch] 尝试 HTTP 搜索")
# 方式 1: 尝试百度搜索(简单方式)
try:
return self._search_baidu(query, max_results)
except Exception as e:
print(f"[WebSearch] 百度搜索失败: {e}")
# 方式 2: 返回模拟数据
return self._search_mock(query, max_results)
def _search_baidu(self, query: str, max_results: int) -> List[SearchResult]:
"""尝试百度搜索"""
import requests
from urllib.parse import quote
url = f"https://www.baidu.com/s?wd={quote(query)}"
headers = {
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36"
}
try:
response = requests.get(url, headers=headers, timeout=10)
response.raise_for_status()
# 简单解析百度搜索结果(简化版)
results = []
# 这里只是示意,真实百度搜索需要更复杂的解析
results.append(SearchResult(
title=f"百度搜索: {query}",
url=url,
snippet="如需要真实搜索结果,请考虑使用百度搜索 API",
source="百度"
))
return results
except Exception as e:
print(f"[WebSearch] 百度搜索也失败: {e}")
raise
def _search_mock(self, query: str, max_results: Optional[int] = None) -> List[SearchResult]:
"""模拟搜索结果(兜底方案)"""
print(f"[WebSearch] 使用模拟搜索结果 (查询: {query})")
# 根据查询内容生成更有意义的模拟结果
mock_templates = [
{
"title": f"关于「{query}」的相关介绍",
"snippet": "这是模拟结果。如需真实搜索,请检查容器网络连接或配置代理。",
"url": "https://example.com/about"
},
{
"title": f"{query}」 - 最新动态",
"snippet": "提示:在容器内运行时,需要确保能访问外网。",
"url": "https://example.com/latest"
},
{
"title": f"了解更多关于「{query}」的内容",
"snippet": "建议:检查 Docker 网络配置,或使用代理。",
"url": "https://example.com/more"
}
]
num = max_results or self.max_results
results = []
for i, template in enumerate(mock_templates[:num]):
results.append(SearchResult(
title=template["title"],
url=template["url"],
snippet=template["snippet"],
source="模拟数据"
))
return results
def format_search_results(self, results: List[SearchResult]) -> str:
"""
格式化搜索结果(带引用溯源)
Args:
results: 搜索结果列表
Returns:
格式化后的 Markdown 文本
"""
if not results:
return "未找到相关搜索结果"
lines = []
lines.append("## 🔍 联网搜索结果\n")
for idx, result in enumerate(results, 1):
lines.append(f"### [{idx}] {result.title}")
lines.append(f"- 🔗 来源:[{result.url}]({result.url})")
lines.append(f"- 📝 摘要:{result.snippet}")
lines.append(f"- 📅 时间:{result.timestamp.strftime('%Y-%m-%d %H:%M:%S')}")
lines.append("")
# 添加引用溯源说明
lines.append("---")
lines.append("💡 **引用溯源说明**")
lines.append("- 以上搜索结果均标注了来源链接")
lines.append("- 使用方括号数字标识引用(如 [1]、[2]")
lines.append("- 可通过链接追溯原始信息")
return "\n".join(lines)
# 单例实例
_web_search_tool = None
def get_web_search_tool() -> WebSearchTool:
"""获取联网搜索工具单例"""
global _web_search_tool
if _web_search_tool is None:
_web_search_tool = WebSearchTool()
return _web_search_tool
def web_search(query: str, max_results: int = 5) -> str:
"""
便捷函数:联网搜索并返回格式化结果
Args:
query: 搜索关键词
max_results: 返回结果数量
Returns:
格式化后的搜索结果文本
"""
tool = get_web_search_tool()
results = tool.search(query, max_results)
return tool.format_search_results(results)