A New Era of Text Generation: RAG, LangChain, and Vector Databases
Analytics Vidhya
NOVEMBER 5, 2023
Introduction Innovative techniques continually reshape how machines understand and generate human language in the rapidly evolving landscape of natural language processing. One such groundbreaking approach is Retrieval Augmented Generation (RAG), which combines the power of generative models like GPT (Generative Pretrained Transformer) with the efficiency of vector databases and langchain.
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