Websearch service

Skill Lin-A1/skills-agent/services/websearch_service

根据agent skill理念构建的通用智能体框架

Install

npx -y skills add Lin-A1/skills-agent --skill websearch_service

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

2 things to look at

no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.
7 stars7 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

基于 SearXNG 与 VLM 的实时联网搜索服务。专用于获取最新新闻、实时事件及特定事实。内置智能双层缓存（向量+数据库）与网页内容自动提取分析功能。

SKILL.md

1.8 KB, as published. Nobody here has run it

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"
}