Hello, I was using the VoicePipelineAgent using the tool calling appraoch.since i have multiple apis there is a latency in getting the response.How to fix the latency issue?

To address latency issues with the

VoicePipelineAgent

using tool calling, consider the following optimizations: 1. Geographical Proximity: Ensure your Livekit server is geographically close to your primary user base and the model servers. This reduces network latency, as each conversation requires multiple roundtrips to the models (source). 2. Optimize Audio Processing: Use streaming APIs for STT and TTS to minimize processing delays. Running STT and TTS in parallel with LLM processing can also help (source). 3. Configuration Adjustments: Adjust the

min_endpointing_delay

and consider enabling

preemptive_synthesis

to start generating responses before the user finishes speaking (source). Would you like more detailed steps on any of these points? Sources: - Livekit Slack Discussion on Latency - Livekit Slack Discussion on Audio Processing - https://docs.livekit.io/python/livekit/agents/pipeline/index.html#args 👍 0 button 👎 0 button 💡 Hint: Mention @runllm in the thread for followups.

not able access the above links