alvaro
dfed03ac7c
Vocero now retrieves AquaPortal content through authenticated MCP. This removes the obsolete ApiPilot integration from the API and browser while preserving the separately deployed speech pipeline. Release notes: - Removed ApiPilot endpoints, configuration, credential overrides, and HTTP/realtime tool execution. - Removed browser ApiPilot catalog loading and prompt generation while retaining authenticated MCP discovery. - Updated regression coverage and operating documentation for the retired routes and settings. Reviewed-on: AquaPortal/s2s#3
141 lines
8.6 KiB
Markdown
141 lines
8.6 KiB
Markdown
# Client architecture
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The [React browser client](../../vocero-frontend) uses the
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[FastAPI backend](../../vocero-api) for HTTP APIs and a speech WebSocket relay.
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`start_ui.sh` serves Vite on the existing public port `8420` and FastAPI on
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loopback port `8421`. Vite forwards backend routes and provides hot reload;
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Uvicorn reloads Python edits. The launcher supervises both processes.
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The speech pipeline runs separately.
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Runtime configuration comes from environment variables and the root `.env`.
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```mermaid
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flowchart LR
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Browser[Browser UI]
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Vite[Vite on public port 8420]
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Server[Client FastAPI server]
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Speech[Realtime speech backend]
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Reasoning[OpenAI-compatible HTTP reasoning provider]
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Tools[AquaPortal MCP backend]
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Browser <-->|Frontend and HMR| Vite
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Vite -->|HTTP configuration and proxies| Server
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Vite <-->|Speech WebSocket relay| Server
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Server <-->|Realtime events and audio| Speech
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Browser <-->|Optional direct connection| Speech
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Server -->|Optional transcript reasoning| Reasoning
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Server -->|Authenticated tool discovery and execution| Tools
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```
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## Connection modes
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`SPEECH_TO_SPEECH_URL` pins a direct browser connection. Otherwise,
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`S2S_PROXY_TARGET` exposes the same-origin `/v1/realtime` proxy. Either setting
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disables load-balancer mode. With neither set, `LOAD_BALANCER_URL` enables the
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session/queue proxy, or the user can enter a direct URL in settings. See
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[usage](usage.md) for the configuration matrix.
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The local realtime proxy relays audio and events in both directions. It also
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patches selected `session.update` instructions, handles authenticated MCP
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tool execution when enabled, filters internal text, and suppresses MCP tool-marker
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audio. It is not an unconditional byte-for-byte tunnel.
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## Source map
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| Source | Responsibility |
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| [server.py](../../vocero-api/server.py) | Compatibility entry point for existing `server:app` commands |
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| [main.py](../../vocero-api/vocero_api/main.py) | FastAPI assembly, documentation serving and redirects |
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| [api](../../vocero-api/vocero_api/api) | HTTP route registration, handlers and compatible response validation |
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| [models](../../vocero-api/vocero_api/models) | Pydantic request and response contracts |
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| [core](../../vocero-api/vocero_api/core) | Existing environment parsing, logging, URL helpers and diagnostics |
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| [providers](../../vocero-api/vocero_api/providers) | Authenticated MCP transport, backend login, and caller HTTP integrations |
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| [services](../../vocero-api/vocero_api/services) | Context construction, reasoning and tool-context rendering |
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| [realtime](../../vocero-api/vocero_api/realtime) | WebSocket relay, events, markers and audio handling |
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| [start_ui.sh](../../start_ui.sh) | Dependency setup, ports, readiness, reload processes, and shutdown |
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| [vite.config.ts](../../vocero-frontend/vite.config.ts) | Public development endpoint, HMR, allowed hosts, and backend routing |
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| [App.tsx](../../vocero-frontend/src/App.tsx) | React layout, voice controls, dialogs, profile and reports sidebar |
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| [controller.ts](../../vocero-frontend/src/realtime/controller.ts) | Application state, settings, context, queue, tools and external reasoning |
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| [client.ts](../../vocero-frontend/src/realtime/client.ts) | Realtime protocol, session lifecycle, audio and transcript events |
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| [components](../../vocero-frontend/src/components) | Chat, caller profile, settings and voice components |
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| [audio](../../vocero-frontend/src/audio) | TypeScript capture/playback worklets, PCM codec, and visualizer |
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| [theme.css](../../vocero-frontend/src/styles/theme.css) | Tailwind semantic tokens, configured theme variants and responsive variants |
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| [ui.tsx](../../vocero-frontend/src/components/ui.tsx) | Shared Tailwind buttons, fields and dialog controls; layout utilities live with components |
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| [styles](../../vocero-frontend/src/styles) | Minimal base defaults, reduced motion, audio artwork, sanitized Markdown, decorative surfaces and native range controls |
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## Server routes
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| Route | Purpose |
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| `GET /api/config` | Connection settings, primary prompt, reasoning/theme/start modes, and feature flags |
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| `WS /v1/realtime` | Local realtime proxy to `S2S_PROXY_TARGET` |
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| `POST /api/reasoning` | OpenAI-compatible HTTP reasoning; disabled in `PROXY` mode |
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| `POST /api/conversations` | MCP-mode phone login and browser-owned conversation creation |
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| `DELETE /api/conversations/current` | Release the selected MCP conversation |
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| `POST /api/conversations/current/interrupt` | Cancel its matching HTTP reasoning turn |
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| `GET /api/mcp/tools` | Discover the selected conversation's authenticated MCP catalog |
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| `GET /api/user/phone` | Configured caller profile lookup |
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| `GET /api/user/reports` | Configured scheduled report lookup, subject to report-injection controls |
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| `POST /api/search` | Serper web search proxy |
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| `/api/session`, `/api/queue/*` | Load-balancer session and waiting-queue proxies |
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The public root serves the React UI. `/__vite_hmr` carries Vite hot updates;
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`/v1/realtime` remains the speech connection. `/docs` remains the FastAPI API
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explorer, while project documentation files are served in the `/docs/`
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subdirectories. Markdown remains
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source text, and directories without `index.html` are not browsable pages.
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FastAPI serves backend and documentation routes only. The frontend source and
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assets live in `vocero-frontend` and are served by Vite.
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The uv project and its Python tools are scoped to `vocero-api/`. Response models
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describe service-owned structure and retain loose upstream values. See
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[development and compatibility](development.md) before tightening a contract.
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## Audio path
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1. The browser captures microphone audio with echo cancellation, noise
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suppression and automatic gain-control settings.
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2. [mic-capture.worklet.ts](../../vocero-frontend/src/audio/mic-capture.worklet.ts) resamples to 16 kHz
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mono PCM16. The browser sends base64 `input_audio_buffer.append` frames.
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3. The backend processes VAD → STT → LLM → TTS and emits realtime events.
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4. Assistant PCM16 audio at the current 16 kHz protocol rate is decoded and sent to
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[audio-playback.worklet.ts](../../vocero-frontend/src/audio/audio-playback.worklet.ts), which buffers,
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resamples and fades playback edges. Input speech can clear playback for barge-in.
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The client flushes short final chunks on response completion and remains in
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the speaking state until the worklet reports that playback has drained.
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Sequence numbers reject drain notifications from superseded playback.
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Microphone meter subscribers are separate from application-state subscribers,
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so level updates do not rerender the main React tree.
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Audio worklets are loaded through `AudioWorklet.addModule`; keep their processor
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registration structure intact when editing them. The speech backend's thread
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and cancellation model is documented in [realtime API](../speech/realtime-api.md).
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## Reasoning and context
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The browser triggers external reasoning on completed user transcripts only in
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`OPENAI` mode. A non-empty answer replaces the native response through the
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external-answer path. These HTTP operations supplement the realtime audio path.
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New user speech and session teardown cancel pending reasoning. Turn identity
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checks reject stale HTTP results and speech callbacks even if cancellation is late.
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With MCP enabled, `services/conversations.py` owns bounded server-side caller
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credentials. `providers/mcp.py` owns the official SDK transport, while
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`services/mcp_tools.py` validates selections and enforces per-turn limits.
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`services/content_context.py` resolves linked metadata and implements the local
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`select_content` action. Each conversation retains separate original-link and
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current-selection references; reading or comparing reports does not change the
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selection. The current podcast is passed as an MCP request header, with every
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retrieval still subject to backend authorization. TALKFIRST uses the verified
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title in the opening instructions after link resolution completes.
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`services/mcp_reasoning.py` and `realtime/mcp_proxy.py` share that executor for
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HTTP and voice reasoning respectively. The browser stores only its conversation
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ID in memory and uses an HttpOnly owner cookie. Legacy public content preloads
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are disabled in this mode; the AquaPortal backend remains the authority for
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content access. The speech pipeline and its audio protocol are unchanged.
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In OPENAI mode, MCP TALKFIRST greetings enter the HTTP reasoning path after the
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speech connection is ready, and use the existing external-answer playback and
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cancellation lifecycle.
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Read [reasoning](reasoning.md), [context injection](context-injection.md), and
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[tool calling](tool-calling.md) for the conditions and limitations of each path.
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