Grant Glass, Ph.D.'s Projects
18th Century Dictionary Project
An Adaptive Methodology: Using Machine Learning to Identify Adaptations
A principled instruction benchmark on formulating effective queries and prompts for large language models (LLMs). Our paper: https://arxiv.org/abs/2312.16171
A simple web application for a OpenAI-enabled document search. This repo uses Azure OpenAI Service for creating embeddings vectors from documents. For answering the question of a user, it retrieves the most relevant document and then uses GPT-3, GPT-3.5 or GPT-4 to extract the matching answer for the question.
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.
The official documentation and code samples for the Vector search feature (preview) in Azure Cognitive Search.
Jekyll website of projects, presentations, and publications.
2018-2019 Lenovo Project
Highly scalable webcrawler for towardsdatascience.com by using Python, Selenium, Docker, Kubernetes and the infrastructure of the Google Cloud Platform
Workshop for Fall 2018 class
Class Website for Fall 2019 English 105i: Writing in Digital Humanities
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
Exploring ocean ship logbooks from 1750-1850
Frankenstein Thomas Copy Project
this is for testing
A GitHub Action to generate a report that contains code frequency metrics and programming languages used per repository belonging to a GitHub organization.
A GitHub Action to generate a report that contains the total amount of Git clones, pushes and fetches per repository for a set interval.
A GitHub Action to generate a report that contains member contribution data for a set interval belonging to a GitHub organization.
A GitHub Action to generate a report which contains repository collaborator details for a GitHub organization.
A GitHub Action to generate a report that contains various metrics for all repositories belonging to a GitHub organization.