Retrieval Augmented Generation (RAG) | Embedding Model, Vector Database, LangChain, LLM

Large language models provide great answers, but they're limited to the data they have been trained on. Over a period of time they tend to become outdated if not trained on latest data. We can use "Retrieval-Augmented Generation" or RAG to augment the LLMs knowledge - so that they can work with relevant latest or proprietary data. In this video we go over the concepts of RAG, Vector Databases and LangChain - which is a opensource framework to implement RAG. This is an Introduction to Retrieval Augmented Generation. #artificialintelligence #langchain #llm #rag #RetrievalAugmentedGeneration #NLP