heyitsjshere/converge

Converge is an AI-powered real-time transcription platform designed to enhance accessibility by injecting definitions for technical jargon and domain-specific terms into meeting and classroom transcripts. It leverages Google Gemini LLMs to extract glossary terms from uploaded documents and integrates them into live speech-to-text transcripts, making complex discussions more comprehensible for deaf and hard-of-hearing users. Built with React, Flask, and MySQL, it offers secure term storage, custom vocabulary per user, and a modern neon cyberpunk interface.