Building the Memory Layer for a Voice AI Agent

Photo by Enchanted Tools on Unsplash Voice AI raises the bar for responsiveness completely. In a chatbot, a two or three second delay feels acceptable. In voice, that same delay feels strange. People start wondering if the app heard them, whether the microfailed, or if they should repeat themselves. Voice is much less forgiving. That was the main thing I kept running into while experimenting with a voice journal app: a voice-first app powered by Sarvam AI for speech to text and text to speech conversion and Redis Agent Memory Server for memory. It’s a pretty straight forward app.