Introduction
I am a Computer Science and Sociology/Anthropology Major. My project is an LLM-utilizing natural language search feature to replace inflexible text search like Ctrl+f.
Abstract
In my work, I have identified a task adjacent to those that large language models are frequently asked to perform, search through text, as a potential area of growth given recent natural language processing advancements due to large language models. Search through text refers to finding parts of a given text based on a user prompt, like Ctrl+f. My system is designed to allow the user to search through text not with keywords, but with natural language. This project has the potential to expand the possibilities of what large language models can be used for, as unlike traditional Large Language Model utilization, this task is text input to non-text output, instead of text-to
text.