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    closedloop-technologies

    jina-ai

    closedloop-technologies/jina-ai
    AI & ML
    6
    8 installs

    About

    SKILL.md

    Install

    Install via Skills CLI

    or add to your agent
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    ├─
    ├─
    └─

    About

    Use Jina AI APIs for converting URLs to LLM-friendly Markdown (Reader) and searching the web (Search).

    SKILL.md

    Jina AI Skill

    This skill integrates Jina AI's Reader (r.jina.ai) and Search (s.jina.ai) APIs to convert URLs and web search results into clean, LLM-friendly Markdown.

    Setup

    1. Dependencies: Requires requests.

      pip install requests python-dotenv
      
    2. API Key Configuration (Recommended): Jina APIs offer higher limits with an API key (JINA_API_KEY).

      read -p "Enter your Jina API key (optional, press Enter to skip): " JINA_KEY
      if [ ! -z "$JINA_KEY" ]; then
          echo "JINA_API_KEY=$JINA_KEY" >> .env
          if [ -f .gitignore ] && ! grep -q ".env" .gitignore; then echo ".env" >> .gitignore; fi
          echo "API key saved to .env."
      fi
      

    Usage

    The script scripts/jina_tools.py supports read and search operations.

    1. Read URL (Jina Reader)

    Convert a URL into clean Markdown.

    python3 scripts/jina_tools.py read "<url>"
    

    Example:

    python3 scripts/jina_tools.py read "https://en.wikipedia.org/wiki/Large_language_model"
    

    2. Search Web (Jina Search)

    Search the web and return the top results converted to Markdown.

    python3 scripts/jina_tools.py search "<query>"
    

    Example:

    python3 scripts/jina_tools.py search "What is Jina AI?"
    

    Output

    The script outputs results in JSON format, containing title, URL, and content_markdown.

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    Repository
    closedloop-technologies/awesome-deep-researchers
    Files