← 返回
未分类 Key 中文

Tavily Plus

Enhanced Tavily search with multi-API key rotation, AI-powered intent recognition, sub-question decomposition, intelligent summarization, and offline documen...
增强的 Tavily 搜索,支持多 API 密钥轮换、AI 意图识别、子问题分解、智能摘要和离线文档...
fundou1081 fundou1081 来源
未分类 clawhub v1.0.0 1 版本 100000 Key: 需要
★ 0
Stars
📥 265
下载
💾 0
安装
1
版本
#latest

概述

Tavily Plus

Enhanced search skill with AI augmentation and multiple API keys.

Tools

ToolDescription
----------------
smart_searchAI-enhanced search with intent recognition, sub-question breakdown, and smart routing
tavily_searchStandard Tavily search (fallback/legacy mode)
tavily_extractURL content extraction

Configuration

Configure in plugins.entries.tavily.config.webSearch:

{
  "apiKey": {
    "key1": "tvly-xxx1",
    "key2": "tvly-xxx2"  
  },
  "baseUrl": "https://api.tavily.com"
}

Or via env: TAVILY_API_KEY, TAVILY_API_KEY_2, TAVILY_API_KEY_N

smart_search

AI-augmented search that performs:

  1. Intent Recognition - Classify query type (factual, news, research, comparison, how-to, etc.)
  2. Sub-question Decomposition - Break complex queries into atomic sub-queries
  3. Multi-key Rotation - Rotate through configured API keys on rate limit
  4. Smart Search Execution - Route each sub-query to optimal depth/topic
  5. Intelligent Summarization - Synthesize findings into coherent answer
  6. Offline Document Export - Optional markdown/PDF report generation

Parameters

ParameterTypeDescription
------------------------------
querystringNatural language search query
modestringresearch (deep), quick (basic), compare (multiple)
max_resultsnumberResults per sub-query (1-20)
include_answerbooleanInclude AI summary (default: true)
export_docbooleanGenerate offline markdown report
sub_questionsarrayOptional pre-defined sub-queries (bypasses decomposition)

Query Modes

ModeBehavior
----------------
researchDeep search with multiple sub-queries, high max_results
quickSingle-pass basic search
compareMulti-perspective search for comparisons

Response Format

{
  "intent": "research",
  "sub_questions": ["...", "..."],
  "search_results": [...],
  "summary": "...",
  "doc_path": "/path/to/report.md"  // if export_doc=true
}

Key Rotation Logic

  • Check plugins.entries.tavily.config.webSearch.apiKey (object with multiple keys)
  • Fall back to env vars: TAVILY_API_KEY, TAVILY_API_KEY_2, ..., TAVILY_API_KEY_N
  • On 429 (rate limit), automatically rotate to next key
  • Log which key was used in response metadata

Intent Classification

Supported intent types:

  • factual - Direct answer queries (who, what, when, where)
  • how_to - Procedural instructions
  • comparison - A vs B analysis
  • research - In-depth information gathering
  • news - Current events
  • opinion - Perspectives and opinions

Offline Export

When export_doc: true:

  1. Generate timestamped markdown report
  2. Include: intent, sub-questions, each search result with source, AI summary
  3. Save to ~/.openclaw/workspace/reports/tavily-plus-{timestamp}.md
  4. Return doc_path in response

Workflow Summary

User Query
    ↓
Intent Recognition (LLM)
    ↓
Sub-question Decomposition (LLM)
    ↓
For each sub-question:
    ├─ Query Tavily (key rotation on 429)
    └─ Collect results
    ↓
Intelligent Summarization (LLM)
    ↓
[Optional] Generate Offline Report
    ↓
Return Enhanced Response

版本历史

共 1 个版本

  • v1.0.0 当前
    2026-05-07 19:19 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
查看报告

🔗 相关推荐

knowledge-management

Obsidian

steipete
操作 Obsidian 仓库(纯 Markdown 笔记)并通过 obsidian-cli 自动化。
★ 451 📥 106,203
knowledge-management

web-tools-guide

user_ec205dbb
MANDATORY before calling web_search, web_fetch, browser, or opencli. Contains required error-handling procedures (web_se
★ 101 📥 171,998
knowledge-management

Baidu web search

ide-rea
使用百度AI搜索引擎(BDSE)进行网络搜索。适用于获取实时信息、文档资料或研究课题。
★ 248 📥 109,320