Top AI Agent Frameworks to Watch in 2025: A Complete Guide

The evolution of automation has progressed from robotic process automation (RPA) and low-code platforms to advanced conversational AI and large language models (LLMs). Today, we are entering the era of AI agent frameworks, which combine automation, intelligent decision-making, and process orchestration to redefine business operations. An AI agent is a system that leverages AI to autonomously pursue goals, design workflows, and accomplish tasks on behalf of users or other systems. Organizations are increasingly investing in AI agent development services to enhance productivity, streamline decision-making, and deliver superior customer experiences. However, building AI agents from scratch using Python or JavaScript can be complex and resource-intensive. This is where AI agent development frameworks come into play, offering pre-built tools and modular architectures to accelerate deployment. With numerous frameworks available, selecting the right one requires careful evaluation. Below, we...