Generate Question-Truth Pairs from Documents with Gretel Navigator

Dolphin AI developed Document to Synthetic QA, an application using Gretel Navigator available on Hugging Face, to streamline the extraction of meaningful question-answer pairs from documents. The app simplifies and enhances the quality and diversity of training data, making it valuable for model training, educational content creation, and customer support solutions. Key features include document conversion, text chunking, and synthetic data generation using Gretel Navigator API. Potential applications include model training and evaluation, educational tools, customer support, and QA pair scoring. The app works by uploading documents, processing them into chunks, generating question-answer pairs, and downloading the results in CSV format. An example use case is evaluating Retrieval-Augmented Generation (RAG) models with comprehensive synthetic datasets.