---
name: "AgentQL Natural Language Web Query SDK for Extraction and Automation"
slug: "agentql-natural-language-web-query-sdk-extraction-automation"
description: "AgentQL is TinyFish's web automation and extraction toolkit that layers a natural-language query system on top of live sites. Its Python and JavaScript SDKs integrate with Playwright and let agents target data and interface elements without depending on brittle CSS selectors alone."
github_stars: 1312
verification: "security_reviewed"
source: "https://github.com/tinyfish-io/agentql"
author: "tinyfish-io"
publisher_type: "Company"
category: "Research & Scraping"
framework: "Multi-Framework"
tool_ecosystem:
  github_repo: "tinyfish-io/agentql"
  github_stars: 1312
  npm_package: "agentql"
  npm_weekly_downloads: 878
---

# AgentQL Natural Language Web Query SDK for Extraction and Automation

AgentQL is TinyFish's web automation and extraction toolkit that layers a natural-language query system on top of live sites. Its Python and JavaScript SDKs integrate with Playwright and let agents target data and interface elements without depending on brittle CSS selectors alone.

## Prerequisites

python, go, java

## Installation

Requirements and caveats from upstream:
- <a href="https://pypi.org/project/agentql"><img src="https://img.shields.io/pypi/v/agentql" alt="Python version" /></a>
- AgentQL is a suite of tools for extracting data and automating workflows on live web sites featuring an AI-powered query language, Python and JavaScript SDKs, a browser-based debugger, and a REST API endpoint. It uses...
- **Playwright** [AgentQL's Python SDK](https://docs.agentql.com/python-sdk/installation) and [JavaScript SDK](https://docs.agentql.com/javascript-sdk/installation) seamlessly integrates with Playwright for advanced aut...

Basic usage or getting-started notes:
- [Get started in 5 minutes with our quick start!](https://docs.agentql.com/quick-start)

- Source: https://github.com/tinyfish-io/agentql
- Extracted from upstream docs: https://raw.githubusercontent.com/tinyfish-io/agentql/HEAD/README.md

## Documentation

- https://docs.agentql.com

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/agentql-natural-language-web-query-sdk-extraction-automation/)