Keyword Augmented Retrieval: Novel framework for Information Retrieval integrated with speech interface. - Anupam Purwar; Rahul Sundar (AIMLSystems, 2023)

COS-Mix: Cosine Similarity and Distance Fusion for Improved Information Retrieval. - Kush Juvekar; Anupam Purwar (CoRR, 2024)

Evaluating the Efficacy of Open-Source LLMs in Enterprise-Specific RAG Systems: A Comparative Study of Performance and Scalability. - Gautam B; Anupam Purwar (CoRR, 2024)

VidyaRANG: Conversational Learning Based Platform powered by Large Language Model. - Chitranshu Harbola; Anupam Purwar (CoRR, 2024)

Introducing a new hyper-parameter for RAG: Context Window Utilization. - Kush Juvekar; Anupam Purwar (CoRR, 2024)

CultureVo: The Serious Game of Utilizing Gen AI for Enhancing Cultural Intelligence. - Ajita Agarwala; Anupam Purwar; Viswanadhasai Rao (CoRR, 2024)

KnowsLM: A framework for evaluation of small language models for knowledge augmentation and humanised conversations. - Chitranshu Harbola; Anupam Purwar (CoRR, 2025)