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.
Graphical Abstract
Project Report
Data Architecture Diagram
Poster
Gitlab
https://code.cs.earlham.edu/lrodge21/search-text-with-natural-language/-/tree/main