AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.

This repo provides sample generative AI stacks built atop the AWS Generative AI CDK Constructs.

Awesome Question Answering

Question Answering dataset generator of Document Visual in English and Chinese

A Turkish question answering system made by fine-tuning BERTurk and XLM-Roberta models.

A enhanced Open Dialogue Context Generator supported by General Language Model Pretraining with Autoregressive Blank Infilling

A Turkish question answering system made by fine-tuning BERTurk and XLM-Roberta models.

A Daliy Dialogue Context Generator trained with Bloom and GPT

Factoid Question Answering System - An advanced Open-domain Question Answering (ODQA) project that automatically answers factoid questions in Arabic and English languages using NLP and machine learning techniques

Comparative study of large language models in the field of open-book QA, with application to a real-life use case.

It is an innovative repository housing a sophisticated Large Language Model (LLM) project, showcasing the intersection of advanced natural language processing and cutting-edge artificial intelligence. This repository serves as a comprehensive platform for the development, experimentation, and application of state-of-the-art language models.

Question Answering Systems

Machine Comprehension on Squad Dataset using Match-LSTM + Ans-Ptr Network

Development of a question answering system for the university software Agnes.

Report and presentation of the paper "TAPAS: Weakly Supervised Table Parsing via Pre-training"

System uses Google Gemini which takes PDF and we have to ask question based on the context of that PDF. System will provide the answer of the question.

Successfully leveraged a pretrained BERT Transformer model for developing a question answering system.