Ai Chatbots Spew Out Nonsense Too Often. But There’s A Solution: Retrieval-augmented Generation.

OpenAI’s ChatGPT sparked interest in AI, but faced issues with generic and incorrect answers. Retrieval-augmented generation, a technique invented in 2020, is now dominating conversations in the AI industry and is being used to create expert chatbots. This technique allows for generative models to update themselves with new information, making them more useful for industries with large amounts of unstructured data.