AgentSkillsCN

tavily-search

使用Tavily Search API进行优化的实时网络搜索结果,用于RAG。需配备TAVILY_API_KEY。

SKILL.md
--- frontmatter
name: tavily-search
description: Use Tavily Search API for optimized, real-time web search results for RAG. Requires TAVILY_API_KEY.

Tavily Search Skill

This skill utilizes the Tavily Search API, providing clean, real-time web search results optimized for LLMs and RAG pipelines.

Setup

  1. Dependencies: Requires tavily-python.

    bash
    pip install tavily-python python-dotenv
    
  2. API Key Configuration: Requires TAVILY_API_KEY.

    bash
    # If the script fails due to a missing key, run the following:
    echo "It seems the Tavily API key is not set up."
    read -p "Enter your Tavily API key: " TAVILY_KEY
    echo "TAVILY_API_KEY=$TAVILY_KEY" >> .env
    if [ -f .gitignore ] && ! grep -q ".env" .gitignore; then echo ".env" >> .gitignore; fi
    echo "API key saved to .env."
    

Usage

Use the scripts/tavily_search.py script.

Command

bash
python3 scripts/tavily_search.py --query "<query>" [--max-results <N>] [--search-depth <basic|advanced>]

Parameters

  • --query (Required): The search query.
  • --search-depth (Optional): Default basic. Use advanced for intensive research (higher quality, slower).
  • --max-results (Optional): Default 10.

Example

bash
python3 scripts/tavily_search.py --query "autonomous research agents comparison" --search-depth advanced

Output

The script outputs JSON containing a synthesized answer (if requested by the script) and a list of results (URL, title, content snippets).