Peeyush Kumar

OG-RAG: Ontology-grounded retrieval-augmented generation for large language models

While LLMs are widely used for generic tasks like question answering and search, they struggle to adapt to specialized knowledge, such as industrial workflows in healthcare, legal, and agricultural sectors, as well as knowledge-driven tasks such as news journalism, investigative research, and consul