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Retrieval Augmented Generation (RAG) represents a cutting-edge approach in natural language processing (NLP) — combining the strengths of semantic search for contextual retrieval with the generative capabilities of large language models (LLMs) to produce highly relevant and nuanced text outputs. PostgreSQL is an ideal NLP platform for AI and ML applications with the pgml and pgvector extensio...