Accenture Global Solutions Limited

Raman Gupta

Sankar Narayan Das

Swaminathan Gopalakrishnan

Sharath Haikadi Vasudeva Achar

Srushti Ajay Gajbhiye

Amal Jose

Anuj Gupta

The present disclosure recites methods and systems for context augmentation. The method includes generating, in accordance with a policy of a RAG system, a first set of queries for a chunk of a plurality of chunks, the plurality of chunks represents a context of the RAG system. Further, the method includes determining, based upon a set of quality indicators, a quality class of each query of the first set of queries. Thereafter, the method includes, updating, the chunk to an updated chunk to further include query data of one or more queries of the first set of queries based upon the quality class of the each query of the first set of queries. Further, the method includes storing, the updated chunk in a database as a vector for retrieval from the RAG system upon receiving a prompt.

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Holliston, MA, United States of America

Raman Gupta