ReAct agents vs function calling agents Talk to our Consultant Twitter Facebook Linkedin Large Language Models (LLMs) are transforming how we interact with technology, enabling tasks like generating creative content, summarizing text, and answering questions. However, they have limitations. Their knowledge is frozen at the time of training, and they cannot directly interact with external systems like APIs or databases. This means they lack access to real-time information and cannot directly influence the physical world. To address these limitations, two frameworks have emerged: ReACT agents and function calling agents. These frameworks enable LLMs to reason, take action, and interact with external systems, expanding their capabilities significantly. This article explores both frameworks, comparing their approaches, benefits, and limitations to guide developers in choosing the best approach for their needs. What are ReACT agents? How do ReACT agents w...