Multimodal AI combines different modalities—audio, video, text, etc.—to enable more humanlike engagement and higher-quality responses from the AI model.

WebRTC is a free, open-source project that allows developers to add real-time communication capabilities that work on top of an open standard to their applications. It supports video, voice, and generic data.

LiveKit is an open-source project that provides scalable, multi-user conferencing based on WebRTC. It’s designed to provide everything developers need to build real-time voice and video applications. Check them out on GitHub.

Connect with Russ on LinkedIn or X and explore his posts on the LiveKit blog.

Stack Overflow user Kristi Jorgji threw inquiring minds a lifejacket (badge) by answering their own question: Error trying to import dump from mysql 5.7 into 8.0.23.

Looking under the hood of multimodal AI