refactor(reasoning)!: remove Node-RED engine and integrations
BREAKING CHANGE: NODE_RED reasoning is no longer supported. Unsupported mode values fall back to PROXY. PROXY and OPENAI remain available.
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@@ -1,17 +1,15 @@
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# Reasoning modes
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Reasoning determines the assistant's response text. The realtime backend always
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provides the speech channel; optional HTTP reasoning can observe a transcript or
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produce a separate answer. Set `S2S_REASONING_TYPE` to select the mode.
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provides the speech channel; optional HTTP reasoning produces a separate answer
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from a transcript. Set `S2S_REASONING_TYPE` to select the mode.
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| Mode | Response owner | HTTP hook |
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|---|---|---|
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| `PROXY` (default) | Realtime backend | Browser does not call `/api/reasoning`; that endpoint returns 409 |
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| `NODE_RED` | Realtime backend for `log_only=true`; external answer otherwise | Server forwards to `S2S_REASONING_NODE_RED_URL/api/reasoning` |
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| `OPENAI` | OpenAI-compatible Chat Completions response | Server calls `OPENAI_BASE_URL/chat/completions` |
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The mode is normalized case-insensitively. `NODERED` and `NODE-RED` resolve to
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`NODE_RED`; unknown values resolve to `PROXY`.
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The mode is normalized case-insensitively. Unknown values resolve to `PROXY`.
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## Shared instruction assembly
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@@ -40,30 +38,6 @@ Using a direct browser URL bypasses local WebSocket proxy processing. Browser
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instructions still apply, but server-side session context and marker execution
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require the local `/v1/realtime` route.
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## Node-RED reasoning
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Configure a Node-RED base URL reachable by the UI server:
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```env
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S2S_REASONING_TYPE=NODE_RED
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S2S_REASONING_NODE_RED_URL=http://localhost:1881
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```
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`VoiceController.reason()` in [controller.ts](../../s2s-frontend/src/realtime/controller.ts)
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handles both external modes. It runs after a complete user transcript and posts a body with
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`transcript`, `instructions`, `language`, `user_context`, `phoneNumber`, and
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`episode_id`. The server builds context and forwards the reasoning fields to
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Node-RED with a 30-second timeout.
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The checked-in Node-RED flow exposes `POST /api/reasoning` and
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`POST /api/log/system-response`. Its reasoning response uses `log_only=true` and
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an empty answer. The browser returns early in that case, preserving the native
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backend's response. Assistant-text logging is forwarded separately by the relay
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and is not an audio transport.
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An answer-producing flow must return a non-empty `answer` and omit `log_only` or
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set it to `false`. That activates the external-answer behavior below.
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## OpenAI-compatible HTTP reasoning
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```env
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@@ -76,13 +50,17 @@ OPENAI_REASONING_MODEL=gpt-4.1-mini
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`OPENAI_ORGANIZATION` and `OPENAI_PROJECT` are optional headers. The model value
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is a runtime default, not a recommendation about provider availability.
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`VoiceController.reason()` in [controller.ts](../../s2s-frontend/src/realtime/controller.ts)
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runs after a complete user transcript and posts a body with `transcript`,
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`instructions`, `language`, `user_context`, `phoneNumber`, and `episode_id`.
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The server combines instructions and context into model messages, requests a
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final answer, and returns `answer` with available usage metadata. ApiPilot can
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final answer with a 30-second timeout, and returns `answer`. ApiPilot can
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append discovery instructions, execute a detected call marker, and request a
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second response based on the tool result. The endpoint does not forward the
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browser's native `session.tools` catalog as OpenAI Chat Completions `tools`.
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second response based on the tool result, including available `usage_pass2`
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metadata. The endpoint does not forward the browser's native `session.tools`
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catalog as OpenAI Chat Completions `tools`.
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For a non-log-only answer, the browser cancels/suppresses the active native
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For an external answer, the browser cancels/suppresses the active native
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response and appends the external assistant text. It uses browser
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`SpeechSynthesis` when available. The React client adds the answer to the realtime
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conversation as an assistant item; without browser speech synthesis it remains
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@@ -101,5 +79,4 @@ realtime backend instead.
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| Change browser context assembly | `buildInstructions()` in `s2s-frontend/src/lib/context.ts` |
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| Change HTTP provider messages | `reasoning()` in `s2s-client/s2s_client/services/reasoning.py` |
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| Change external-answer rendering | `VoiceController.reason()` and `RealtimeClient.renderExternalAnswer()` |
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| Change Node-RED processing | `s2s-reasoning-engine/flows.json` |
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| Change native model/tool generation | `speech_to_speech/LLM` and realtime handlers |
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