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Retrieval-Augmented Generation (RAG) APIs such as SignalWire Datasphere are a method in AI where a generative model is combined with a retrieval mechanism. This allows the model to generate more accurate and contextually relevant responses by retrieving knowledge from a custom database during the generation process.