AI Agent Frameworks & Tools: Empowering Developers for Web Data in 2025

A guide to the leading open-source frameworks, commercial APIs, and no-code/low-code solutions for implementing AI-powered web data acquisition.

Learn how to build custom AI agents using libraries like LangChain or leverage powerful LLM-powered data extraction APIs for rapid development.

Choose the right tools and strategies to accelerate your web data projects with intelligence and scalability.

Developers frequently ask 'What tools or frameworks are used for AI agents in web scraping?' In 2025, the landscape is diverse. You can **build custom agents** using **AI agent orchestration frameworks** like LangChain, CrewAI, or AutoGen, integrating them with powerful LLMs (e.g., Gemini, OpenAI's models) and headless browsers (Playwright). Alternatively, for quicker deployment, many providers offer **LLM-powered data extraction APIs** where you simply send a URL and a natural language instruction. For those preferring less code, **no-code/low-code AI web scraping platforms** are emerging, offering intuitive interfaces powered by AI. The choice depends on the desired level of customization, control, and development speed.