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Large Language Model Based Chatbot for Database Interaction through Natural Language

Academic Presentation
LLM
AI
NLP
SQL
1 March 2024 A Coruña, Spain Spanish / Galician

SPUDC 2024 — Simposio en Programación e Intelixencia Artificial

Presentation at the SPUDC 2024 symposium of an LLM-based chatbot enabling non-technical users to query databases using natural language, benchmarked across four major language models.

Presented at SPUDC 2024 (Simposio en Programación e Intelixencia Artificial), the annual research symposium at Universidade da Coruña.

This paper introduced a conversational interface that allows non-technical users to interact with relational databases using natural language. The system translates user questions into SQL queries, executes them, and verbalizes the results — removing the barrier of SQL knowledge for data access.

The study benchmarked four leading language model backends using human-centric evaluation criteria, providing a practical baseline for conversational database access in real organizational workflows.