Accenture Global Solutions Limited

Swaminathan Gopalakrishnan

Harsha Jawagal

Shaun Cyprian D'Souza

Sankar Narayan Das

Hussain M Boxwala

Vaibhav Vijay Kotwal

Sudharshan Reddy

Annapurna Patcharla

Suman Mishra

Sharath Haikadi Vasudeva Achar

Srushti Ajay Gajbhiye

Amal Jose

Anuj Gupta

Raman 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.

Method and system for context augmentation in retrieval augmented generation

In some examples, artificial intelligence and machine learning based conversational agent may include ascertaining, based on a chat conducted with a conversational chatbot, a request by a user to purchase a product, and an attribute associated with the user. An intent associated with the user to purchase the product may be generated. Further, a catalog that includes a plurality of products that match the request by the user to purchase the product may be generated. Selection of a product from the plurality of products may be received. Identification of a quantity associated with the selected product may be received. A purchase request may be generated. A purchase order associated with the selected product may be generated. Further, based on the purchase order associated with the selected product, the selected product may be procured for the user.

Artificial intelligence and machine learning based conversational agent

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Pune, India

Swaminathan Gopalakrishnan