In November 2024, Michael Buehler developed phase-one multimodal data ingestion for the GenAIComps and GenAIExamples repositories, enabling the systems to process and query images and audio alongside existing video support. He extended backend services and API endpoints using Python and Shell, updated documentation in Markdown, and synchronized configuration across both repositories to ensure seamless integration of new modalities. His work established a robust data pipeline for richer multimodal Q&A experiences, laying groundwork for future expansion. No critical defects were reported, reflecting careful engineering and thorough documentation, and the delivered features provide a solid foundation for broader multimodal AI capabilities.