Ai

  • Published on
    A browser-based tool that extracts and views the text content from PDF files easily and quickly. Designed to be simple, efficient, and work inside your browser. No need to upload files to external servers or install additional software, and great for copying text from PDFs into chatbots.
  • Published on
    A demonstration of the implementation of role-based access control (RBAC) in a LLM vector database. The application manages access to the nodes of the vector database by attaching an allowlist of roles to the metadata of each node. This enables nodes to have an unlimited number of allowed roles. If the application were extended to use "real" data sources, those roles could be sourced from the data source API, such as the Google Drive API.
  • Published on
    This project involves training a neural network to predict the outcome of dice rolls. Two loss functions are explored for the prediction task: one-hot categorical crossentropy and a custom distribution-based loss. The neural network is designed using TensorFlow and Keras.