A platform for using and customizing LLMs for specialized tasks

Title: A platform for using and customizing LLMs for specialized tasks
Creator: Chastoukis, Charalampos
Abstract: This project entails the design of a specialized Large Language Model (LLM) platform aimed to be ultimately used for enhancing satellite data management and decision-making processes in satellite communications. This project is a subset of the Deree R&D initiative, "SATELLITE NETWORK OF EXPERTS V," which aims to exploit the potential of LLM’s for revolutionizing the processing, interpretation, and capitalization of satellite data. The platform includes a user interface that is interactive in supporting the prompting, augmenting, and testing of the LLMs developed by the Deree R&D initiative. Furthermore, the platform uses a vector-based database to incorporate additional context enhancements to the fine-tuned models.
Keywords: LLM; Augmenting; Testing
Subject: Software Development
Date Available: June 10, 2024
Type: IT Project
Course: ITC 4918 Software Development Capstone Project
Instructor: Christou, Ioannis
Session: IT Projects
Location: Student Lounge