how to reduce ttfb to improve latency
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how to reduce ttfb to improve latency
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Thanks for reaching out, Yepher. I'm an AI assistant and I'm here to help. Give me a moment while I research this topic.
To reduce Time To First Byte (TTFB) and improve latency, you can follow these steps: • Optimize network proximity: Ensure your agent is close (in network terms) to the services it uses, such as LLM, Speech-to-Text, and Text-to-Speech services. • Enable latency reduction features: In your Text-to-Speech (TTS) configuration, set
reduce_latency=True
. You can also adjust speech speed using
speed_alpha
(values lower than 1.0 result in faster speech). • Monitor latency: Use the Agents metrics API to monitor and understand latency issues. • Consult service provider documentation: Check for specific optimization recommendations from your service providers. These steps should help you improve latency effectively. Sources: How can I reduce latency in voice pipeline agents using STT, TTS and LLM? | Rime integration guide | LiveKit Docs