11 best AI agent frameworks and platforms

Since the AI boom that kicked off with the public release of ChatGPT in 2022, the technology has advanced rapidly, leading to the release of other large language models (LLMs) like DeepSeek, Claude, and LLaMA.While LLMs are great at reasoning, they were originally stuck inside a text-based box with no way to interact with the world. Over time, that started to change with new features like image generation, file handling, and code execution, making these models much more capable.This shift is what gave birth to the concept of AI agents.