AgentQL

AI-powered web scraping and automation

What is AgentQL?

AgentQL is an AI-powered query language for scraping web sites and automating workflows. It uses natural language queries to pinpoint data and elements on any web page, including authenticated and dynamically generated content. Users can define structured data output and apply transforms within queries. AgentQL's natural language selectors find elements intuitively based on the content of the web page and work across similar web sites, self-healing as UI changes over time.

Get started in 5 minutes with our quick start!

Features

• Playwright AgentQL's Python SDK and JavaScript SDK seamlessly integrates with Playwright for advanced automation and testing.
• Cross-site compatibility lets you use the same query across different sites with similar content.
• Structured output defined by the shape of your query.
• Natural language selectors find elements and data anywhere on a site using intuitive queries.
• Transforms and extracts data in your queries.
• Works on any page, public or private, any site, any URL, even behind authentication.
• Resiliance to UI changes means queries work regardless of how a page's structure changes over time.

Tools

• Python SDK for running automation and scraping scripts with AgentQL queries in Python.
• JavaScript SDK for running automation and scraping scripts with AgentQL queries in JavaScript.
• REST API for executing queries without an SDK.
• Debugger Browser Extension lets you debug and finesse queries in real-time on live sites.
• AgentQL Query Language lets you define queries with natural language.
• Playground for playing with AgentQL lets you export python scripts and optimize queries with prompts.

Examples

Example Name	JavaScript	Python
Getting Started	Example	Example
Close Cookie Dialog	Example	Example
Close Popup Windows	Example	Example
Compare Product Prices	Example	Example
Get Element by Prompt	Example	Example
Infinite Scroll	N/A	Example
External Browser Integration	Example	Example
Query List Items	Example	Example
Site Login	Example	Example
Headless Browser	Example	Example
Save/Load Auth Session	Example	Example
Stealth Mode	Example	Example
Wait for Page Load	Example	Example
E-commerce Pricing Data	Example	Example
Sentiment Analysis	Example	Example
Get XPath	Example	Example
Submit Form	Example	Example
Collect YouTube Comments	Example	N/A
Use Humanlike Behavior to Avoid Antibot	Example	Example
Run in Google Colab	N/A	Example

For comprehensive guides and API references, check out our official documentation.

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Get in touch

For questions, feedback, or support, join our Discord community. You can follow us on GitHub, Twitter, and LinkedIn!