360 Secure SkillHub
360 安全技能中心

Multi-Engine Web Search

这是一款多引擎统一网页搜索工具,支持Tavily(API极速)、谷歌、百度、必应等多种引擎,可选择单引擎搜索或聚合所有引擎结果,还能限制返回结果数量。适用于通用快速搜索、中文本土内容查找、隐私保护搜索、深度研究等场景,通过命令行传参调用,输出JSON或Markdown格式的搜索结果。

shenmeng
shenmeng
热度 44.60
最近更新 2026-05-11 17:37:12
分类:搜索依赖:联网浏览搜索 / 第三方 API / 代码执行应用场景:研究

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add multi-engine-search
Metadata
name
web-search
description
Unified multi-engine web search. Use when the user wants to search the web, find information, look up sources, or perform research. Supports Tavily API (fast) and browser-based search (Google, Bing, Baidu, DuckDuckGo). Can aggregate results from multiple engines. Triggers on "搜索", "search", "查一下", "找一下", "搜一下", "查找", "search the web", "look up", "google it", "bing", "百度".

Web Search

Unified search interface across multiple search engines with result aggregation support.

Quick Start

# Default search (Tavily API - fastest)
python3 {baseDir}/scripts/web_search.py --query "your search query"

# Specify engine
python3 {baseDir}/scripts/web_search.py --query "你的搜索内容" --engine baidu
python3 {baseDir}/scripts/web_search.py --query "search terms" --engine google

# Aggregate from multiple engines
python3 {baseDir}/scripts/web_search.py --query "关键词" --engine all

# Limit results
python3 {baseDir}/scripts/web_search.py --query "..." --max-results 10

Search Engines

Engine Method Best For Speed
tavily API General web search, fast results ⚡ Fastest
google Browser Comprehensive results, international 🐢 Slow
bing Browser Microsoft ecosystem, image search 🐢 Slow
baidu Browser Chinese content, domestic sites 🐢 Slow
duckduckgo Browser Privacy-focused, no tracking 🐢 Slow
all Aggregated Maximum coverage, research 🐌 Slowest

Commands

Tavily Search (Recommended)

Fast API-based search, best for most use cases:

python3 {baseDir}/scripts/web_search.py --query "..." --engine tavily

# With answer summary
python3 {baseDir}/scripts/web_search.py --query "..." --engine tavily --include-answer

# Markdown output
python3 {baseDir}/scripts/web_search.py --query "..." --engine tavily --format md

Requirements: TAVILY_API_KEY in environment or ~/.openclaw/.env

Browser-Based Search

Use agent-browser to access search engines directly:

# Google search
python3 {baseDir}/scripts/web_search.py --query "..." --engine google

# Baidu (for Chinese content)
python3 {baseDir}/scripts/web_search.py --query "关键词" --engine baidu

# Bing
python3 {baseDir}/scripts/web_search.py --query "..." --engine bing

# DuckDuckGo (privacy-focused)
python3 {baseDir}/scripts/web_search.py --query "..." --engine duckduckgo

Aggregated Search

Search multiple engines and combine results:

python3 {baseDir}/scripts/web_search.py --query "..." --engine all --max-results 5

This searches Tavily + Google + Baidu and deduplicates results.

Output Format

JSON (default)

{
  "query": "search query",
  "engine": "tavily",
  "results": [
    {
      "title": "Result Title",
      "url": "https://example.com",
      "snippet": "Brief description..."
    }
  ]
}

Markdown (--format md)

## Search Results: "query"

1. **[Title](url)**
   Description...

2. **[Title](url)**
   Description...

Decision Guide

Use Tavily when:

  • Need quick results
  • General web search
  • API available

Use Google when:

  • Need comprehensive results
  • International content
  • Tavily unavailable

Use Baidu when:

  • Searching Chinese content
  • Looking for domestic Chinese sites
  • Researching Chinese topics

Use DuckDuckGo when:

  • Privacy is important
  • Avoiding tracking
  • Alternative perspective

Use Aggregated when:

  • Research needs comprehensive coverage
  • Important topic requiring multiple sources
  • Comparing results across engines

Workflow

  1. Determine engine preference

    • Default: Tavily (fastest)
    • Chinese content: Baidu
    • Research: all engines
  2. Run search

    python3 {baseDir}/scripts/web_search.py --query "..." --engine tavily --max-results 5
    
  3. If more depth needed

    • Increase --max-results
    • Switch to --engine all
    • Use agent-browser directly for interactive search

Integration with agent-browser

For complex search tasks requiring interaction:

# Open Google
agent-browser open "https://www.google.com/search?q=query"

# Open Baidu
agent-browser open "https://www.baidu.com/s?wd=关键词"

# Extract results
agent-browser snapshot -i

See Agent Browser skill for full browser automation capabilities.

Notes

  • Keep --max-results small (3-5) by default to reduce token usage
  • Browser-based searches are slower due to page loading
  • Aggregated search combines and deduplicates results from multiple engines
  • For Chinese queries, Baidu often returns better localized results