GitHub

A powerful FastAPI-based REST API that converts natural language questions into SQL queries using OpenAI's language models and LangChain.

The API implements a sophisticated multi-stage pipeline to efficiently convert natural language questions into SQL queries. The pipeline leverages multiple caching layers and entity extraction to ...
IEEE

GUI-Enabled Boundary Regularization System for Urban Buildings Using the Tkinter

Abstract: Building detection contributes to monitoring changes in land use and land cover, providing insights into urbanization trends and environmental impacts. This study focuses on the development ...
IEEE

Text to SQL Transformation Using LLM: A Comparative Research of T5, Seq2Seq, and SQLNet Models

Abstract: The transformation of natural language text into SQL queries is a critical task in the domain of natural language processing and database management. This paper presents a comparative ...
GitHub

SQL-Mongo Converter - A Lightweight SQL to MongoDB (and Vice Versa) Query Converter

SQL-Mongo Converter is a lightweight Python library for converting SQL queries into MongoDB query dictionaries and converting MongoDB query dictionaries into SQL statements. It is designed for ...