2 papers
cs.IR2026
Knowledge Graph RAG: Agentic Crawling and Graph Construction in Enterprise Documents
Koushik Chakraborty, Koyel Guha
This research paper addresses the limitations of semantic search in complex enterprise document ecosystems. Traditional RAG pipelines often fail to capture hierarchical and interco…
cs.AI2026
Optimizing Small Language Models for NL2SQL via Chain-of-Thought Fine-Tuning
Anshul Solanki, Sanchit Latawa, Koushik Chakraborty +1
Translating Natural Language to SQL (NL2SQL) remains a critical bottleneck for democratization of data in enterprises. Although Large Language Models (LLMs) like Gemini 2.5 and oth…