Qryma Search

Qryma AI Search retrieves Web information and returns LLM-friendly data. Get started for free, just sign up.

Qryma AI Web Search SKILL, The World's Fastest and Cheapest Search API for LLM and AI Agents.

Search the web using the Qryma API - fast, reliable, and built for developers.

Start free now. Get your free key now qryma.com.

Setup

Authenticate

Get your free QRYMA_API_KEY from qryma.com. Chat with your AI assistant and ask it to help you complete the configuration.

text

Please configure qryma search with the QRYMA_API_KEY set to ak-your-api-key-here.

从 qryma.com 获取免费的 QRYMA_API_KEY，直接发送给你的 AI 助手，让他帮你自动配置。

text

请帮我配置好 qryma search，设置 QRYMA_API_KEY 为 ak-your-api-key-here

Manual Configuration

First, configure your API key. Choose one of these methods:

Option 1 - Environment Variable

Linux/macOS:

bash

export QRYMA_API_KEY="your-key-here"

Windows (PowerShell):

powershell

$env:QRYMA_API_KEY="your-key-here"

Option 2 - Config File

Create ~/.qryma/.env with:

text

QRYMA_API_KEY=your-key-here

Quick Start

bash

# Default: human-readable Markdown
python scripts/qryma_search.py --query "how to learn Python" --format md

# With specific language
python scripts/qryma_search.py --query "Python编程学习" --lang "zh-CN" --format md

# Safe search enabled
python scripts/qryma_search.py --query "adult content" --safe --format md

# Fulltext search mode
python scripts/qryma_search.py --query "AI research" --mode fulltext --format raw

# Snippet search mode
python scripts/qryma_search.py --query "AI research" --mode snippet --format raw

# Brave-compatible JSON
python scripts/qryma_search.py --query "latest AI news" --format brave

# Raw API response
python scripts/qryma_search.py --query "top tech trends" --format raw

Options

• --api-key (string): Qryma API key

• --query (string, required): Search query text

• --max-results (number, default: 5): Results to return (1-10)

• --lang (string): Language code - See available languages (auto-detect if not specified)

• --safe (flag, default: false): Enable safe search

• --mode (string, default: fulltext): Search mode - fulltext for detailed results, snippet for basic results

• --format (raw/brave/md, default: md): Output format

Output Formats

md (default)

Clean, readable Markdown list:

text

1. Page Title Here
   https://example.com/page
   - Brief snippet from the page...

brave

Brave Search compatible JSON for easy integration:

json

{
  "query": "search term",
  "results": [{"title": "...", "url": "...", "snippet": "..."}]
}

raw

Full API response with all available fields.

Best Practices

• Use --max-results 3-5 for most queries

• Prefer --format md for human consumption

• Use --format brave when integrating with other tools

• Use --safe for family-friendly content

• Use --lang to search in specific languages

Advanced Configuration

• Custom endpoint: Set QRYMA_ENDPOINT env var or config line

• Default endpoint: https://search.qryma.com/api/web