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 ...
BBC

How to multiply and divide by 0, 1, 10 and 100

Multiplication is working out how many groups of something you have altogether. Division is working how many you get, after sharing a number between another number. You can use place value charts to ...
IEEE

AID-SQL: Adaptive In-Context Learning of Text-to-SQL with Difficulty-Aware Instruction and Retrieval-Augmented Generation

Abstract: Recent research in Text-to-SQL translation has primarily adopted in-context learning methods leveraging large language models (LLMs), achieving significant progress. However, these methods ...
IEEE

SAGE: Synthetic-Augmented Generation with Error Feedback for Text-to-SQL

Abstract: The development of text-to-SQL systems has been constrained by the scarcity of high-quality training data. Due to the high cost and limited scalability of manual annotation, researchers have ...
GitHub

AssignMe - Complete Your Assignments with Custom Handwriting

AssignMe is an open source web application that helps students complete their assignments by converting digital text into customizable handwritten-style documents. The application provides two main ...