Retrieval-Augmented Generation

Retrieval-Augmented Generation (RAG): Enhancing AI with Contextual Knowledge Introduction In order to generate precise, contextually relevant, and factually supported outputs, Retrieval-Augmented Generation (RAG), a hybrid artificial intelligence framework, combines the advantages of retrieval-based systems and generative models, such as large language models (LLMs). By incorporating external data retrieval into the generation process, RAG overcomes the …

Competency-Based Education in the Modern World

Introduction to Competency-Based Education (CBE) Competency-Based Education (CBE) is an approach where students advance by showing they have mastered specific skills and competencies, rather than simply spending a set amount of time in class. This method focuses on clear, measurable outcomes—like critical thinking, problem-solving, or communication—and emphasizes applying knowledge in real-world situations. For instance, a …