Methods and apparatus for a personalized generative artificial intelligence (GENAI) assistant

Abstract

An example apparatus includes interface circuitry, machine-readable instructions, and at least one processor circuit to be programmed by the machine-readable instructions to obtain a first output from a natural language processing machine learning model engine, the first output generated with retrieval augmented generation (RAG) to respond to a user query, obtain a first feedback answer input associated with the user query, generate an embedding of the first feedback answer input and the user query, cause the embedding to be stored in a vector database to provide feedback for the RAG, and obtain a second output from the natural language processing machine learning model engine, the second output generated in response to the user query, the second output to include the first feedback answer input.

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