AgentQL

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

uv add 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.

快速开始

核心组件

进阶使用

在生产环境使用

Installation and Setup

API Key

DocumentLoader

Tools and Toolkits

​Installation and Setup

​API Key

​DocumentLoader

​Tools and Toolkits

Installation and Setup

API Key

DocumentLoader

Tools and Toolkits