AgentQL now integrates with Langchain and LlamaIndex, connecting AI agents and retrieval-augmented generation (RAG) models to the web. AgentQL extracts real-time, structured data from web pages and allows agents to interact with links, forms, and other web UI.
AgentQL’s tools enable Langchain and LlamaIndex agents to navigate the web, extract data, and take action. For structured retrieval, AgentQL functions as a document loader/web reader, making live data available for AI-powered search and decision-making. Whether you are building autonomous AI agents or dynamic retrieval systems, these integrations turn the entire web into a data source for AI applications.
With this launch, AgentQL fully steps into the agentic world—where AI systems can not only retrieve information but also act on it.
AgentQL Tools for Langchain Agents and Workflows
Langchain is a framework for building AI-powered agents and workflow automation. You can use AgentQL as a tool inside Langchain agents to:
- Extract structured data from web pages in real time
- Click, navigate, and interact with websites using a Playwright-powered browser
- Use the web as a dynamic knowledge source for AI-powered research
Read the full integration guide and check out our examples:
AgentQL as a WebReader for LlamaIndex and RAG Pipelines
LlamaIndex is a framework for retrieval-augmented generation (RAG)—helping LLMs query structured data. You can use AgentQL as a WebReader inside LlamaIndex to:
- Index live web pages and search them as structured documents
- Retrieve fresh market data, research papers, and news in real time
- Power AI search with always-updated information
Read the full integration guide!
Start Building Today
AgentQL now integrates seamlessly with Langchain agents and LlamaIndex retrieval workflows. AI applications can reach beyond foundation models by fetching, interacting with, and processing live web pages and their contents.
- Langchain guide: docs.agentql.com/integrations/langchain
- LlamaIndex guide: docs.agentql.com/integrations/llamaindex
We can't wait to see what you build! Give us a shout out on Discord, X, or Bluesky!
—The TinyFish team building AgentQL
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