5 citations · 12 across the 18 of their papers we have counts for
4 papers · 1 filter
Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model
Sai Ganesh, Anupam Purwar, Gautam B
Generating high-quality answers consistently by providing contextual information embedded in the prompt passed to the Large Language Model (LLM) is dependent on the quality of info…
Evaluating the Efficacy of Open-Source LLMs in Enterprise-Specific RAG Systems: A Comparative Study of Performance and Scalability
Gautam B, Anupam Purwar
This paper presents an analysis of open-source large language models (LLMs) and their application in Retrieval-Augmented Generation (RAG) tasks, specific for enterprise-specific da…
COS-Mix: Cosine Similarity and Distance Fusion for Improved Information Retrieval
Kush Juvekar, Anupam Purwar
This study proposes a novel hybrid retrieval strategy for Retrieval-Augmented Generation (RAG) that integrates cosine similarity and cosine distance measures to improve retrieval p…
Keyword Augmented Retrieval: Novel framework for Information Retrieval integrated with speech interface
Anupam Purwar, Rahul Sundar
Retrieving answers in a quick and low cost manner without hallucinations from a combination of structured and unstructured data using Language models is a major hurdle. This is wha…