notesum.ai

Published at December 5

cs.AI

cs.HC

cs.LG

Released Date: December 5, 2024

Authors: Fnu Neha¹, Deepshikha Bhati¹, Deepak Kumar Shukla², Angela Guercio¹, Ben Ward¹

Aff.: ¹Kent State University; ²Rutgers University

Component	Function	Example Use Case
Retrieval Model	Retrieves relevant documents or data from an external knowledge base.	Customer service: Retrieves product manuals or FAQs.
Embedding Model	Converts input queries and retrieved documents into vector representations for semantic matching.	Question answering: Matches query with related documents.
Generative Model	Generates the final response by combining the input and retrieved knowledge.	Content creation: Generates articles based on user input and external sources.