Introduction In the fast-paced world of finance, where decisions hinge on timely and accurate information, I saw an opportunity to enhance how financial documents are queried and analyzed. That’s how FinRAG (Financial Retrieval-Augmented Generation) came to life. I built FinRAG to…
CONVAID’s Evolution in Natural Language to SQL: Exploring Vanna, MAC-SQL, and PET-SQL Frameworks
Introduction When I started working on CONVAID, a system designed to convert natural language into SQL queries, I realized that building an accurate and efficient pipeline required more than just using a large language model. The task involved understanding the intricacies…
