Brooke Sanchez enhanced the GetStream/Vision-Agents repository by integrating real-time transcription with speaker diarization, enabling the platform to process and distinguish multiple speakers in audio streams. This work involved connecting the Mistral Voxtral transcription tool via API integration and updating the project’s Markdown documentation to guide users through the new workflow. By focusing on real-time processing, Brooke established a technical foundation for multi-speaker transcription workflows and improved the system’s ability to handle transcription latency. The depth of the work is reflected in both the seamless integration of new capabilities and the clear, updated documentation supporting future development and user adoption.