e-Zest Blog How RAG-powered LLMs are Redefining Business Operations

Large Language Models (LLMs) like GPT process input text and generate output in a single step, based on the data it was trained on. For example, when a user queries or “prompts” an LLM with the question “What is the Capital of India?”, the LLM, using its pre-trained knowledge, produces an answer “Delhi”. However, while Generative AI and LLMs are revolutionary technologies that solve many business problems, there are a few limitations that do not fulfill the requirements of all business scenarios. Following are a few examples: