vLLM 0.32 adds /v1/systemone endpoint for in-engine decision routing
vLLM 0.32 introduced the /v1/systemone endpoint (PR #59299) that evaluates choice, boolean and scoring queries inside the engine instead of generating JSON over HTTP. This keeps KV and prefix caches warm, avoiding repeated prefill and routing latency for agent pipelines.
- The /v1/systemone endpoint evaluates choice, boolean and scoring queries in-engine
- Decisions skip autoregressive decode and speculative token buffers
- Prefix tokens stay pinned in PagedAttention with 100% prefix cache hits
- The release also adds NVFP4 KV cache and built-in Hugging Face tool-call and reasoning parsers
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