Understanding LLM vs. RAG

The rise of AI-driven text generation has led to two powerful paradigms: Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG). While LLMs are designed to generate responses based on extensive pre-trained datasets, RAG enhances this process by retrieving relevant external data before generating a response. Let us delve into understanding LLM vs. RAG, exploring the …

Feb 11, 2025 - 11:43

The rise of AI-driven text generation has led to two powerful paradigms: Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG). While LLMs are designed to generate responses based on extensive pre-trained datasets, RAG enhances this process by retrieving relevant external data before generating a response. Let us delve into understanding LLM vs. RAG, exploring the …