IEEE

An Interactive Question-Answering System Using Large Language Model and Retrieval-Augmented Generation in an Intelligent Tutoring System on the Programming Domain

Abstract: The insufficient communication between mentors and students has been one of the main disadvantages of modern programming learning platforms. In this paper, we propose the development of a ...
GitHub

Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation

[2025-06-01] Many thanks to @aherzinger for implementing and refactoring the Generator and RAG models. [2025-05-30] Huge thanks to @baraayusry for implementing the Online Retriever using CrawAI and ...
IEEE

Enhancing Domain-Specific Retrieval-Augmented Generation: Synthetic Data Generation and Evaluation using Reasoning Models

Abstract: Retrieval-Augmented Generation (RAG) systems face significant performance gaps when applied to technical domains requiring precise information extraction from complex documents. Current ...