公开(公告)号：US20250005057A1

公开(公告)日：2025-01-02

申请号：US18344698

申请日：2023-06-29

Applicant: Amazon Technologies, Inc.

Inventor： Sopan Khosla ,  Vinayshekhar Bannihatti Kumar ,  Rashmi Gangadharaiah ,  Deepak Seetharam Nadig ,  James W. Horsley ,  Abhijit S. Barde ,  Brijesh Luckria ,  Fawad Abbas ,  Bhaskar Hosahalli Rangaswamy ,  Michael W. Miller

IPC: G06F16/33 ,  G06F9/54 ,  G06F16/332 ,  G06F16/338 ,  G06F40/30 ,  G06F40/40 ,  G06N20/00

Abstract: Systems and methods are provided for a natural language question answering service to provide answers to natural language questions regarding network-based services or computing domains. The natural language question answering service may receive the natural language question from a customer computing device. An aggregator of the natural language question answering service can retrieve passages from search systems based on the question and generate a prompt. A large language model (LLM) of the natural language question answering service may receive the prompt and provide an answer. The answer may be verified by a verifier of the natural language question answering service. Attribution may be applied to the answers and retrieved passages to produce references, inline citations, and similar questions. A watermarking module of the natural language question answering service may watermark the answer if it is verified.