May 18, 2025 • –––viewsRetrieval Augmented Generation: Building LLMs That Know Their LimitsAILLMRAGVector-DatabasesMachine-LearningExploring how Retrieval Augmented Generation helps large language models access external knowledge, reduce hallucinations, and deliver more reliable responses by knowing when to retrieve rather than generate.