How RAG Makes AI Smarter: From Chatbots to Research Assistants
Why do we need RAG? Let me illustrate the need for RAG with a popular example from NVIDIA. Imagine there is a courtroom and judges present...
Fine-Tuning LLaMA with LoRA: A Lightweight Approach to Sentiment Analysis
Introduction Large Language Models like LLaMA, GPT, and Mistral are exceptionally powerful models that have leveraged human processing power of storage space for training billions...
The Rise of Open-Source AI: Best LLMs
INTRODUCTION First, we need to understand the basic meaning of what LLMs are and what they are used for. LLMs which stand for Large Language...