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llama.cpp adds /v1/realtime API for live voice
llama.cpp Releaseshigh confidence
Why it matters
- →Enables local deployment of real-time voice agents without cloud dependency.
- →Provides OpenAI-compatible /v1/realtime endpoint for easy integration.
- →Fixes critical concurrency issues in multi-session audio handling.
The llama.cpp project released version b11946, introducing a /v1/realtime server endpoint for streaming audio conversation and transcription. This addition enables local LLMs to function as real-time voice agents compatible with the OpenAI realtime protocol. The release also addresses concurrency bugs in slot management to ensure clean output separation during simultaneous sessions. Builds are available across macOS, Linux, Windows, and Android platforms.
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Earlier coverage that leads up to this article, and what followed. Lines connect each piece to the closest one after it, converging here.
How we got here
- 1Llama.cpp Update Fixes Reasoning Budget Handling
llama.cpp Releases · July 13, 2026 · Same story
What happened next
- 2llama.cpp adds LiquidAI LFM3-Audio and Omni support
llama.cpp Releases · October 28, 2026 · Same story
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Open the full story →llama.cpp b11675 adds mtmd_audio_stream and Voxtral support
3 developments
- Oct 16 · llama.cpp Releases
llama.cpp b11675 adds mtmd_audio_stream and Voxtral support - Oct 24 · llama.cpp Releases
llama.cpp adds Soprano TTS support↳ llama.cpp adds Soprano TTS support - Oct 28 · llama.cpp Releases
llama.cpp adds /v1/realtime API for live voice (This article)↳ llama.cpp b11946 adds /v1/realtime API for live streaming conversation and transcription compatible with OpenAI's realtime protocol
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