SKILL.md
功能
通过 SearXNG 搜索引擎获取网页结果，使用 VLM 对网页内容进行智能分析和结构化提取。 具备双层缓存机制（向量语义缓存 + 数据库缓存）。
调用方式
from services.websearch_service.client import WebSearchClient
client = WebSearchClient()
# 健康检查
status = client.health_check()
# 联网搜索（自动使用缓存）
result = client.search("Python async编程", max_results=5)
# 强制刷新（忽略缓存）
result = client.search("最新AI技术", max_results=3, force_refresh=True)
result2 = client.search("openai", max_results=3, force_refresh=True)
# 获取结果
for r in result["results"]:
if r.get("success") and r.get("data"):
print(r["title"], r["data"]["main_content"])
for r in result2["results"]:
if r.get("success") and r.get("data"):
print(r["title"], r["data"]["main_content"])返回格式
{
"query": "Python async编程",
"total": 3,
"success_count": 3,
"cached_count": 2,
"results": [
{
"index": 1,
"title": "Python异步编程",
"url": "https://...",
"source_domain": "example.com",
"success": true,
"from_cache": true,
"data": {
"title_summary": "Python异步编程概述",
"main_content": "Python异步编程基于asyncio库...",
"key_information": ["asyncio是标准库", "使用async/await语法"],
"credibility": "authoritative",
"relevance_score": 0.92
}
}
],
"search_timestamp": "2025-12-28T18:30:00"
}