Context generation method, apparatus, and device

By introducing a filtering mechanism that maximizes relevance and minimizes redundancy into the RAG system, the problem of information redundancy in the generated context is solved, and high-quality and high-accuracy context generation is achieved.

CN122242450APending Publication Date: 2026-06-19BEIJING JIZHI DIGITAL TECH CO LTD
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
BEIJING JIZHI DIGITAL TECH CO LTD
Filing Date
2026-03-09
Publication Date
2026-06-19

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Abstract

This application discloses a context generation method, apparatus, and device, relating to the technical fields of artificial intelligence. The context generation method includes: acquiring user-input text data and encoding it to determine a text vector; calculating the vector similarity between the text vector and knowledge vector data to determine initial target data; performing similarity and redundancy calculations based on the text vector and the initial target data to determine the target data; and generating context data based on the target data and the text data.
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