All that is under the Sun
Dive deep into Retrieval-Augmented Generation (RAG) models. Understand their architecture, implementation with LlamaIndex, and diverse applications Picture this: a computer that can write like a person, but with the superpower of reading through a whole library in seconds to give the best answers possible. Welcome to the world of Retrieval-Augmented Generation or RAG for short. …
Reinforcement Learning (RL) has become a powerful technique for fine-tuning large models, especially Large Language Models (LLMs), to improve their performance on complex tasks. One of the latest innovations in this area is Group Relative Policy Optimization (GRPO), a new RL algorithm introduced by the DeepSeek team. GRPO was designed to tackle the challenges of …
Creativity has always served as the bedrock of human evolution, serving as our guiding star from the dawn of time—first manifesting as primitive cave paintings, and now, in the modern era, as architectural wonders, literary masterpieces, and groundbreaking technological advancements. This unique human ability to create is not merely an act of survival or a …