The guide "NLP and LLM-Powered Chatbots: A Beginner's Guide" explores two main approaches in chatbot technology: Natural Language Processing (NLP) and Large Language Models (LLMs). It delves into their mechanisms, use cases, strengths, and limitations, providing a comparative analysis and discussing how combining both approaches can create superior chatbot solutions. For a comprehensive understanding, read more at Veltris.