Ashwin Chaugule

Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAG

Automating Exploratory Data Analysis (EDA) is critical for accelerating the workflow of data scientists. While Large Language Models (LLMs) offer a promising solution, current LLM-only approaches often exhibit limited accuracy and code reliability on less-studied or private datasets. Moreover, their