@shaniaf183

A web app with built with React and Next.js using GCP for hosting and Firebase for storage. Web app uses a Large Language Model as main feature: Google Vertex AI PaLM2 on text-bison model. For fine tuning we plan to use CUAD dataset and the model was modified with LangChain, for enhancing it's summarization abilities to state of art. The app is aimed to summarize and let the user be aware of the terms and conditions of the companies he signed up for. The model be evaluated with the help of TruLens and The final features will be: Summarization of the company's ToS, Storing previous answers and use them to plot and visualize the the terms you've agreed on, Submit your own terms and conditions which will be summarized and sent into the pipeline for context

TruLens provides a robust suite of tools for neural network development and monitoring, including LLMs. You can utilize TruLens-Eval for evaluation and TruLens-Explain for deep learning explainability, independently. Explore these valuable tools while taking on the challenge!