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Realtime LLM: Designing for Low Latency

Voice and live-assistant applications require low perceived latency. This post covers streaming responses, first-token optimization, model and infrastructure choices, and how to combine Realtime API with MCP or tool use without adding unacceptable delay.

Expand with your own experience from Realtime Voice AI or similar projects.

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