JJEM: Special Edition 2 (December 2024)
JJEM: Special Edition 2 (December 2024)
2024-12-08
Voice based SQL query generator using NLP.
Abhilash S, Sunitha G P
A voice command-driven SQL query generator is tailored for banking systems, aiming to enhance user engagement and operational efficiency. Traditional SQL query creation poses challenges for non-technical staff due to its technical requirements. Our solution simplifies this process by translating voice commands into SQL queries, enabling users to access and manage data effortlessly. Advanced speech recognition and natural language processing technologies decode user intentions accurately. The NLP engine interprets context and semantics, while the voice recognition module transcribes user inputs. Leveraging Vanna AI, the query generator dynamically generates precise SQL queries to interact with the SQLite database. The prototype exhibits impressive accuracy in handling complex queries, presenting significant benefits for financial operations.
SQL,Query