Skip to main content
AgentQL provides web interaction and structured data extraction from any web page using an AgentQL query or a Natural Language prompt. AgentQL can be used across multiple languages and web pages without breaking over time and change.

​
Installation and Setup

Install the integration package: 
pip install langchain-agentql

​
API Key

Get an API Key from our Dev Portal and add it to your environment variables: 
export AGENTQL_API_KEY="your-api-key-here"

​
DocumentLoader

AgentQL’s document loader provides structured data extraction from any web page using an AgentQL query. 
from langchain_agentql.document_loaders import AgentQLLoader
See our document loader documentation and usage example.

​
Tools and Toolkits

AgentQL tools provides web interaction and structured data extraction from any web page using an AgentQL query or a Natural Language prompt. 
from langchain_agentql.tools import ExtractWebDataTool, ExtractWebDataBrowserTool, GetWebElementBrowserTool
from langchain_agentql import AgentQLBrowserToolkit
See our tools documentation and usage example.
Edit the source of this page on GitHub.
Connect these docs programmatically to Claude, VSCode, and more via MCP for real-time answers.