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Tavily Research

Comprehensive research grounded in web data with explicit citations. Use when you need multi-source synthesis—comparisons, current events, market analysis, d...
基于网络数据的综合研究,附有明确引用。适用于多源综合——对比、时事、市场分析等需求。
matthew77
数据分析 clawhub v1.0.0 1 版本 99895.5 Key: 需要
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概述

Tavily Research

Conduct comprehensive research on any topic with automatic source gathering, analysis, and response generation with citations.

Authentication

Get your API key at https://tavily.com and add to your OpenClaw config:

{
  "skills": {
    "entries": {
      "tavily-research": {
        "enabled": true,
        "apiKey": "tvly-YOUR_API_KEY_HERE"
      }
    }
  }
}

Or set the environment variable:

export TAVILY_API_KEY="tvly-YOUR_API_KEY_HERE"

Quick Start

Using the Script

node {baseDir}/scripts/research.mjs "query"
node {baseDir}/scripts/research.mjs "query" --pro
node {baseDir}/scripts/research.mjs "query" --output report.md

Examples

# Quick overview
node {baseDir}/scripts/research.mjs "What is retrieval augmented generation?"

# Comprehensive analysis
node {baseDir}/scripts/research.mjs "LangGraph vs CrewAI for multi-agent systems" --pro

# Market research with output file
node {baseDir}/scripts/research.mjs "Fintech startup landscape 2025" --pro --output fintech-report.md

# Technical comparison
node {baseDir}/scripts/research.mjs "React vs Vue vs Svelte" --pro

Options

OptionDescriptionDefault
------------------------------
--model Model: mini, pro, automini
--output Save report to file-
--jsonOutput raw JSONfalse

Model Selection

Rule of thumb: "what does X do?" → mini. "X vs Y vs Z" or "best way to..." → pro.

ModelUse CaseSpeed
------------------------
miniSingle topic, targeted research~30s
proComprehensive multi-angle analysis~60-120s
autoAPI chooses based on complexityVaries

Output Format

The research includes:

  • AI-generated answer: Comprehensive synthesis
  • Sources: Citations with titles, URLs, and relevance scores
  • Metadata: Query, response time, and statistics

Tips

  • Research can take 30-120 seconds depending on complexity
  • Use --pro for comparisons, market analysis, or detailed reports
  • Use --output to save reports for later reference
  • The auto model lets Tavily choose based on query complexity

版本历史

共 1 个版本

  • v1.0.0 当前
    2026-03-29 20:42 安全 安全

安全检测

腾讯云安全 (Keen)

安全,无风险
查看报告

腾讯云安全 (Sanbu)

安全,无风险
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