diff --git a/.assets/menu-bar-client.png b/.assets/menu-bar-client.png new file mode 100644 index 00000000..1cf2d4c0 Binary files /dev/null and b/.assets/menu-bar-client.png differ diff --git a/.github/workflows/README.md b/.github/workflows/README.md index 0b8987c5..bacc73ab 100644 --- a/.github/workflows/README.md +++ b/.github/workflows/README.md @@ -32,7 +32,7 @@ on: - **No secrets required** - Works for external contributors - **Excludes**: Tests tagged with `requires-api-keys` - **Config**: `tests/configs/mock-services.yml` -- **Test Script**: `./run-no-api-tests.sh` +- **Makefile Target**: `make test-no-api OUTPUTDIR=results-no-api` - **Results**: `results-no-api/` - **Time**: ~10-15 minutes - **Coverage**: ~70% of test suite @@ -312,7 +312,7 @@ runs-on: ubuntu-latest CLEANUP_CONTAINERS: "false" # Handled by workflow # API keys if needed run: | - ./run-{no-api|robot}-tests.sh + make test-no-api # or ./run-robot-tests.sh for full suite TEST_EXIT_CODE=$? echo "test_exit_code=$TEST_EXIT_CODE" >> $GITHUB_ENV exit 0 # Don't fail yet diff --git a/.github/workflows/robot-tests.yml b/.github/workflows/robot-tests.yml index 35e4dffa..603025b8 100644 --- a/.github/workflows/robot-tests.yml +++ b/.github/workflows/robot-tests.yml @@ -76,11 +76,9 @@ jobs: - name: Run Robot Framework tests (No API Keys) working-directory: tests - env: - CLEANUP_CONTAINERS: "false" # Don't cleanup in CI - handled by workflow run: | - # Use the no-API test script (excludes tests tagged with requires-api-keys) - ./run-no-api-tests.sh + # Use Makefile target (starts containers with mock config, excludes api-keys/slow/sdk/gpu tests) + make test-no-api OUTPUTDIR=results-no-api TEST_EXIT_CODE=$? echo "test_exit_code=$TEST_EXIT_CODE" >> $GITHUB_ENV exit 0 # Don't fail here, we'll fail at the end after uploading artifacts diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 6ebb6573..859eca3c 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,42 +1,22 @@ repos: - # Local hooks (project-specific checks) - - repo: local - hooks: - # Run Robot Framework endpoint tests before push - - id: robot-framework-tests - name: Robot Framework Tests (Endpoints) - entry: bash -c 'cd tests && make endpoints OUTPUTDIR=.pre-commit-results' - language: system - pass_filenames: false - stages: [push] - verbose: true - - # Clean up test results after hook runs - - id: cleanup-test-results - name: Cleanup Test Results - entry: bash -c 'cd tests && rm -rf .pre-commit-results' - language: system - pass_filenames: false - stages: [push] - always_run: true - # Code formatting - repo: https://github.com/psf/black rev: 24.4.2 hooks: - id: black - files: ^backends/advanced-backend/src/.*\.py$ + exclude: \.venv/ - repo: https://github.com/PyCQA/isort rev: 5.13.2 hooks: - id: isort - files: ^backends/advanced-backend/src/.*\.py$ + args: ["--profile", "black"] + exclude: \.venv/ # File hygiene - repo: https://github.com/pre-commit/pre-commit-hooks rev: v4.5.0 hooks: - id: trailing-whitespace - files: ^backends/advanced-backend/src/.* + exclude: \.venv/ - id: end-of-file-fixer - files: ^backends/advanced-backend/src/.* \ No newline at end of file + exclude: \.venv/ diff --git a/Makefile b/Makefile index d821819e..ae9e784d 100644 --- a/Makefile +++ b/Makefile @@ -122,8 +122,9 @@ help: ## Show detailed help for all targets setup-dev: ## Setup development environment (git hooks, pre-commit) @echo "πŸ› οΈ Setting up development environment..." @echo "" + @bash scripts/check_uv.sh @echo "πŸ“¦ Installing pre-commit..." - @pip install pre-commit 2>/dev/null || pip3 install pre-commit + @uv tool install pre-commit @echo "" @echo "πŸ”§ Installing git hooks..." @pre-commit install --hook-type pre-push diff --git a/README.md b/README.md index 76387aa7..a4383ba2 100644 --- a/README.md +++ b/README.md @@ -22,9 +22,11 @@ For step-by-step instructions, see the [setup guide](quickstart.md). ![Memory Search](.assets/memory-dashboard.png) -*[Mobile App - Screenshot coming soon]* +### Desktop Menu Bar Client + +![Menu Bar Client](.assets/menu-bar-client.png) -![Mobile App](screenshots/mobile-app.png) +*[Mobile App - Screenshot coming soon]* ## What's Included diff --git a/backends/advanced/.env.template b/backends/advanced/.env.template index 6de583fd..293b299f 100644 --- a/backends/advanced/.env.template +++ b/backends/advanced/.env.template @@ -62,6 +62,12 @@ LANGFUSE_PUBLIC_KEY= LANGFUSE_SECRET_KEY= LANGFUSE_BASE_URL=http://langfuse-web:3000 +# Galileo (OTEL-based LLM observability) +GALILEO_API_KEY= +GALILEO_PROJECT=chronicle +GALILEO_LOG_STREAM=default +# GALILEO_CONSOLE_URL=https://app.galileo.ai # Default; override for self-hosted + # Qwen3-ASR (offline ASR via vLLM) # QWEN3_ASR_URL=host.docker.internal:8767 # QWEN3_ASR_STREAM_URL=host.docker.internal:8769 diff --git a/backends/advanced/Dockerfile b/backends/advanced/Dockerfile index 2af6581e..7208e696 100644 --- a/backends/advanced/Dockerfile +++ b/backends/advanced/Dockerfile @@ -23,7 +23,7 @@ COPY pyproject.toml uv.lock ./ # Export locked deps to requirements.txt (handles extras, git sources, custom indexes) # Install to system Python (no venv) - container IS the isolation RUN --mount=type=cache,target=/root/.cache/uv \ - uv export --frozen --no-dev --extra deepgram --no-emit-project -o requirements.txt && \ + uv export --frozen --no-dev --extra deepgram --extra galileo --no-emit-project -o requirements.txt && \ uv pip install --system -r requirements.txt @@ -79,7 +79,7 @@ WORKDIR /app COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/ COPY pyproject.toml uv.lock ./ RUN --mount=type=cache,target=/root/.cache/uv \ - uv export --frozen --extra deepgram --group test --no-emit-project -o requirements.txt && \ + uv export --frozen --extra deepgram --extra galileo --group test --no-emit-project -o requirements.txt && \ uv pip install --system -r requirements.txt && \ rm /bin/uv /bin/uvx diff --git a/backends/advanced/Docs/plugin-development-guide.md b/backends/advanced/Docs/plugin-development-guide.md index d5ddf3fa..32fa700d 100644 --- a/backends/advanced/Docs/plugin-development-guide.md +++ b/backends/advanced/Docs/plugin-development-guide.md @@ -206,7 +206,7 @@ async def on_memory_processed(self, context: PluginContext): **When**: OMI device button is pressed **Context Data**: -- `state` (str): Button state (`SINGLE_TAP`, `DOUBLE_TAP`) +- `state` (str): Button state (`SINGLE_PRESS`, `DOUBLE_PRESS`) - `timestamp` (float): Unix timestamp of the event - `audio_uuid` (str): Current audio session UUID (may be None) - `session_id` (str): Streaming session ID (for conversation close) @@ -222,7 +222,7 @@ friend-lite-sdk (extras/friend-lite-sdk/) β†’ parse_button_event() converts payload β†’ ButtonState IntEnum ↓ BLE Client (extras/local-wearable-client/ or mobile app) - β†’ Formats as Wyoming protocol: {"type": "button-event", "data": {"state": "SINGLE_TAP"}} + β†’ Formats as Wyoming protocol: {"type": "button-event", "data": {"state": "SINGLE_PRESS"}} β†’ Sends over WebSocket ↓ Backend (websocket_controller.py) diff --git a/backends/advanced/pyproject.toml b/backends/advanced/pyproject.toml index ce1d0dd1..e23f3a34 100644 --- a/backends/advanced/pyproject.toml +++ b/backends/advanced/pyproject.toml @@ -45,6 +45,13 @@ deepgram = [ local-audio = [ "easy-audio-interfaces[local-audio]>=0.7.1", ] +galileo = [ + "galileo>=1.0", + "opentelemetry-api>=1.20", + "opentelemetry-sdk>=1.20", + "opentelemetry-exporter-otlp>=1.20", + "openinference-instrumentation-openai>=0.1", +] [build-system] requires = ["setuptools>=61.0", "wheel"] diff --git a/backends/advanced/src/advanced_omi_backend/app_factory.py b/backends/advanced/src/advanced_omi_backend/app_factory.py index 74cddd49..6083de97 100644 --- a/backends/advanced/src/advanced_omi_backend/app_factory.py +++ b/backends/advanced/src/advanced_omi_backend/app_factory.py @@ -71,26 +71,48 @@ async def initialize_openmemory_user() -> None: # Get configured user_id and server_url openmemory_config = memory_provider_config.openmemory_config - user_id = openmemory_config.get("user_id", "openmemory") if openmemory_config else "openmemory" - server_url = openmemory_config.get("server_url", "http://host.docker.internal:8765") if openmemory_config else "http://host.docker.internal:8765" - client_name = openmemory_config.get("client_name", "chronicle") if openmemory_config else "chronicle" + user_id = ( + openmemory_config.get("user_id", "openmemory") + if openmemory_config + else "openmemory" + ) + server_url = ( + openmemory_config.get("server_url", "http://host.docker.internal:8765") + if openmemory_config + else "http://host.docker.internal:8765" + ) + client_name = ( + openmemory_config.get("client_name", "chronicle") + if openmemory_config + else "chronicle" + ) - application_logger.info(f"Registering OpenMemory user: {user_id} at {server_url}") + application_logger.info( + f"Registering OpenMemory user: {user_id} at {server_url}" + ) # Make a lightweight registration call (create and delete dummy memory) - async with MCPClient(server_url=server_url, client_name=client_name, user_id=user_id) as client: + async with MCPClient( + server_url=server_url, client_name=client_name, user_id=user_id + ) as client: # Test connection first is_connected = await client.test_connection() if is_connected: # Create and immediately delete a dummy memory to trigger user creation - memory_ids = await client.add_memories("Chronicle initialization - user registration test") + memory_ids = await client.add_memories( + "Chronicle initialization - user registration test" + ) if memory_ids: # Delete the test memory await client.delete_memory(memory_ids[0]) application_logger.info(f"βœ… Registered OpenMemory user: {user_id}") else: - application_logger.warning(f"⚠️ OpenMemory MCP not reachable at {server_url}") - application_logger.info("User will be auto-created on first memory operation") + application_logger.warning( + f"⚠️ OpenMemory MCP not reachable at {server_url}" + ) + application_logger.info( + "User will be auto-created on first memory operation" + ) except Exception as e: application_logger.warning(f"⚠️ Could not register OpenMemory user: {e}") application_logger.info("User will be auto-created on first memory operation") @@ -116,7 +138,13 @@ async def lifespan(app: FastAPI): await init_beanie( database=config.db, - document_models=[User, Conversation, AudioChunkDocument, WaveformData, Annotation], + document_models=[ + User, + Conversation, + AudioChunkDocument, + WaveformData, + Annotation, + ], ) application_logger.info("Beanie initialized for all document models") except Exception as e: @@ -133,12 +161,17 @@ async def lifespan(app: FastAPI): # Initialize Redis connection for RQ try: from advanced_omi_backend.controllers.queue_controller import redis_conn + redis_conn.ping() application_logger.info("Redis connection established for RQ") - application_logger.info("RQ workers can be started with: rq worker transcription memory default") + application_logger.info( + "RQ workers can be started with: rq worker transcription memory default" + ) except Exception as e: application_logger.error(f"Failed to connect to Redis for RQ: {e}") - application_logger.warning("RQ queue system will not be available - check Redis connection") + application_logger.warning( + "RQ queue system will not be available - check Redis connection" + ) # Initialize BackgroundTaskManager (must happen before any code path uses it) try: @@ -153,6 +186,14 @@ async def lifespan(app: FastAPI): get_client_manager() application_logger.info("ClientManager initialized") + # Initialize OTEL/Galileo if configured (before LLM client so instrumentor patches OpenAI first) + try: + from advanced_omi_backend.observability.otel_setup import init_otel + + init_otel() + except Exception as e: + application_logger.warning(f"OTEL initialization skipped: {e}") + # Initialize prompt registry with defaults; seed into LangFuse in background try: from advanced_omi_backend.prompt_defaults import register_all_defaults @@ -176,6 +217,7 @@ async def _deferred_seed(): # Initialize LLM client eagerly (catch config errors at startup, not on first request) try: from advanced_omi_backend.llm_client import get_llm_client + get_llm_client() application_logger.info("LLM client initialized from config.yml") except Exception as e: @@ -186,35 +228,47 @@ async def _deferred_seed(): audio_service = get_audio_stream_service() await audio_service.connect() application_logger.info("Audio stream service connected to Redis Streams") - application_logger.info("Audio stream workers can be started with: python -m advanced_omi_backend.workers.audio_stream_worker") + application_logger.info( + "Audio stream workers can be started with: python -m advanced_omi_backend.workers.audio_stream_worker" + ) except Exception as e: application_logger.error(f"Failed to connect audio stream service: {e}") - application_logger.warning("Redis Streams audio processing will not be available") + application_logger.warning( + "Redis Streams audio processing will not be available" + ) # Initialize Redis client for audio streaming producer (used by WebSocket handlers) try: app.state.redis_audio_stream = await redis.from_url( - config.redis_url, - encoding="utf-8", - decode_responses=False + config.redis_url, encoding="utf-8", decode_responses=False ) from advanced_omi_backend.services.audio_stream import AudioStreamProducer - app.state.audio_stream_producer = AudioStreamProducer(app.state.redis_audio_stream) - application_logger.info("βœ… Redis client for audio streaming producer initialized") + + app.state.audio_stream_producer = AudioStreamProducer( + app.state.redis_audio_stream + ) + application_logger.info( + "βœ… Redis client for audio streaming producer initialized" + ) # Initialize ClientManager Redis for cross-container clientβ†’user mapping from advanced_omi_backend.client_manager import ( initialize_redis_for_client_manager, ) + initialize_redis_for_client_manager(config.redis_url) except Exception as e: - application_logger.error(f"Failed to initialize Redis client for audio streaming: {e}", exc_info=True) + application_logger.error( + f"Failed to initialize Redis client for audio streaming: {e}", exc_info=True + ) application_logger.warning("Audio streaming producer will not be available") # Skip memory service pre-initialization to avoid blocking FastAPI startup # Memory service will be lazily initialized when first used - application_logger.info("Memory service will be initialized on first use (lazy loading)") + application_logger.info( + "Memory service will be initialized on first use (lazy loading)" + ) # Register OpenMemory user if using openmemory_mcp provider await initialize_openmemory_user() @@ -264,12 +318,15 @@ async def _deferred_seed(): application_logger.info(f"βœ… Plugin '{plugin_id}' initialized") except Exception as e: plugin_router.mark_plugin_failed(plugin_id, str(e)) - application_logger.error(f"Failed to initialize plugin '{plugin_id}': {e}", exc_info=True) + application_logger.error( + f"Failed to initialize plugin '{plugin_id}': {e}", + exc_info=True, + ) health = plugin_router.get_health_summary() application_logger.info( f"Plugins initialized: {health['initialized']}/{health['total']} active" - + (f", {health['failed']} failed" if health['failed'] else "") + + (f", {health['failed']} failed" if health["failed"] else "") ) # Store in app state for API access @@ -281,10 +338,14 @@ async def _deferred_seed(): app.state.plugin_router = None except Exception as e: - application_logger.error(f"Failed to initialize plugin system: {e}", exc_info=True) + application_logger.error( + f"Failed to initialize plugin system: {e}", exc_info=True + ) app.state.plugin_router = None - application_logger.info("Application ready - using application-level processing architecture.") + application_logger.info( + "Application ready - using application-level processing architecture." + ) logger.info("App ready") try: @@ -300,6 +361,7 @@ async def _deferred_seed(): from advanced_omi_backend.controllers.websocket_controller import ( cleanup_client_state, ) + await cleanup_client_state(client_id) except Exception as e: application_logger.error(f"Error cleaning up client {client_id}: {e}") @@ -327,9 +389,14 @@ async def _deferred_seed(): # Close Redis client for audio streaming producer try: - if hasattr(app.state, 'redis_audio_stream') and app.state.redis_audio_stream: + if ( + hasattr(app.state, "redis_audio_stream") + and app.state.redis_audio_stream + ): await app.state.redis_audio_stream.close() - application_logger.info("Redis client for audio streaming producer closed") + application_logger.info( + "Redis client for audio streaming producer closed" + ) except Exception as e: application_logger.error(f"Error closing Redis audio streaming client: {e}") @@ -341,6 +408,7 @@ async def _deferred_seed(): from advanced_omi_backend.services.plugin_service import ( cleanup_plugin_router, ) + await cleanup_plugin_router() application_logger.info("Plugins shut down") except Exception as e: @@ -380,7 +448,7 @@ def create_app() -> FastAPI: # Add WebSocket router at root level (not under /api prefix) app.include_router(websocket_router) - # Add authentication routers + # Add authentication routers app.include_router( fastapi_users.get_auth_router(cookie_backend), prefix="/auth/cookie", @@ -403,6 +471,8 @@ def create_app() -> FastAPI: CHUNK_DIR = Path("/app/audio_chunks") app.mount("/audio", StaticFiles(directory=CHUNK_DIR), name="audio") - logger.info("FastAPI application created with all routers and middleware configured") + logger.info( + "FastAPI application created with all routers and middleware configured" + ) - return app \ No newline at end of file + return app diff --git a/backends/advanced/src/advanced_omi_backend/clients/audio_stream_client.py b/backends/advanced/src/advanced_omi_backend/clients/audio_stream_client.py index 0595f3a4..b374d8fe 100644 --- a/backends/advanced/src/advanced_omi_backend/clients/audio_stream_client.py +++ b/backends/advanced/src/advanced_omi_backend/clients/audio_stream_client.py @@ -114,7 +114,11 @@ async def connect(self, wait_for_ready: bool = True) -> WebSocketClientProtocol: if wait_for_ready and "codec=pcm" in self.endpoint: # PCM codec sends "ready" message after auth (line 261-268 in websocket_controller.py) ready_msg = await self.ws.recv() - ready = json.loads(ready_msg.strip() if isinstance(ready_msg, str) else ready_msg.decode().strip()) + ready = json.loads( + ready_msg.strip() + if isinstance(ready_msg, str) + else ready_msg.decode().strip() + ) if ready.get("type") != "ready": raise RuntimeError(f"Expected 'ready' message, got: {ready}") logger.info("Received ready message from server") @@ -154,10 +158,8 @@ async def send_audio_start( }, "payload_length": None, } - print(f"πŸ”΅ CLIENT: Sending audio-start message: {header}") logger.info(f"πŸ”΅ CLIENT: Sending audio-start message: {header}") await self.ws.send(json.dumps(header) + "\n") - print(f"βœ… CLIENT: Sent audio-start with mode={recording_mode}") logger.info(f"βœ… CLIENT: Sent audio-start with mode={recording_mode}") async def send_audio_chunk_wyoming( @@ -197,7 +199,9 @@ async def send_audio_chunk_wyoming( self.total_bytes += len(audio_data) if self.chunk_count <= 3 or self.chunk_count % 100 == 0: - logger.debug(f"Sent audio chunk #{self.chunk_count}: {len(audio_data)} bytes") + logger.debug( + f"Sent audio chunk #{self.chunk_count}: {len(audio_data)} bytes" + ) async def send_audio_chunk_raw(self, audio_data: bytes) -> None: """Send raw binary audio without Wyoming header (legacy mode). @@ -222,7 +226,22 @@ async def send_audio_stop(self) -> None: header = {"type": "audio-stop"} await self.ws.send(json.dumps(header) + "\n") - logger.info(f"Sent audio-stop (total: {self.chunk_count} chunks, {self.total_bytes} bytes)") + logger.info( + f"Sent audio-stop (total: {self.chunk_count} chunks, {self.total_bytes} bytes)" + ) + + async def send_button_event(self, button_state: str = "SINGLE_PRESS") -> None: + """Send button event via Wyoming protocol. + + Args: + button_state: Button state ("SINGLE_PRESS" or "DOUBLE_PRESS") + """ + if not self.ws: + raise RuntimeError("Not connected. Call connect() first.") + + header = {"type": "button-event", "data": {"state": button_state}} + await self.ws.send(json.dumps(header) + "\n") + logger.info(f"Sent button event: {button_state}") async def send_ping(self) -> None: """Send keepalive ping.""" @@ -305,7 +324,9 @@ async def stream_wav_file( # Send audio-stop await self.send_audio_stop() - logger.info(f"Finished streaming: {self.chunk_count} chunks, {self.total_bytes} bytes") + logger.info( + f"Finished streaming: {self.chunk_count} chunks, {self.total_bytes} bytes" + ) return self.chunk_count async def close(self) -> None: @@ -318,7 +339,7 @@ async def close(self) -> None: except asyncio.TimeoutError: logger.warning("WebSocket close timed out after 2s, forcing close") # Force close without waiting for handshake - if hasattr(self.ws, 'transport') and self.ws.transport: + if hasattr(self.ws, "transport") and self.ws.transport: self.ws.transport.close() except Exception as e: logger.error(f"Error during WebSocket close: {e}") @@ -448,10 +469,14 @@ def run_loop(): # Connect and send audio-start async def _connect_and_start(): try: - logger.info(f"πŸ”΅ CLIENT: Stream {stream_id} connecting for {device_name}...") + logger.info( + f"πŸ”΅ CLIENT: Stream {stream_id} connecting for {device_name}..." + ) await client.connect() session.connected = True - logger.info(f"βœ… CLIENT: Stream {stream_id} connected, sending audio-start...") + logger.info( + f"βœ… CLIENT: Stream {stream_id} connected, sending audio-start..." + ) await client.send_audio_start(recording_mode=recording_mode) session.audio_started = True logger.info(f"βœ… CLIENT: Stream {stream_id} started for {device_name}") @@ -595,9 +620,30 @@ async def _close_abruptly(): total_chunks = session.chunk_count del self._sessions[stream_id] - logger.info(f"Stream {stream_id} closed abruptly (no audio-stop), sent {total_chunks} chunks") + logger.info( + f"Stream {stream_id} closed abruptly (no audio-stop), sent {total_chunks} chunks" + ) return total_chunks + def send_button_event( + self, stream_id: str, button_state: str = "SINGLE_PRESS" + ) -> None: + """Send a button event to an open stream. + + Args: + stream_id: Stream session ID + button_state: Button state ("SINGLE_PRESS" or "DOUBLE_PRESS") + """ + session = self._sessions.get(stream_id) + if not session: + raise ValueError(f"Unknown stream_id: {stream_id}") + + async def _send(): + await session.client.send_button_event(button_state) + + future = asyncio.run_coroutine_threadsafe(_send(), session.loop) + future.result(timeout=5) + def get_session(self, stream_id: str) -> Optional[StreamSession]: """Get session info for a stream.""" return self._sessions.get(stream_id) diff --git a/backends/advanced/src/advanced_omi_backend/config_loader.py b/backends/advanced/src/advanced_omi_backend/config_loader.py index 1b8be9ee..bd1f9de4 100644 --- a/backends/advanced/src/advanced_omi_backend/config_loader.py +++ b/backends/advanced/src/advanced_omi_backend/config_loader.py @@ -26,7 +26,7 @@ def get_config_dir() -> Path: def get_plugins_yml_path() -> Path: """ Get path to plugins.yml file (single source of truth). - + Returns: Path to plugins.yml """ @@ -86,20 +86,34 @@ def load_config(force_reload: bool = False) -> DictConfig: # OmegaConf.merge replaces lists entirely, so we need custom merge # for the 'models' list: merge by name so defaults models that aren't # in user config are still available. - default_models = OmegaConf.to_container(defaults.get("models", []) or [], resolve=False) if defaults else [] - user_models = OmegaConf.to_container(user_config.get("models", []) or [], resolve=False) if user_config else [] + default_models = ( + OmegaConf.to_container(defaults.get("models", []) or [], resolve=False) + if defaults + else [] + ) + user_models = ( + OmegaConf.to_container(user_config.get("models", []) or [], resolve=False) + if user_config + else [] + ) merged = OmegaConf.merge(defaults, user_config) # Name-based merge: user models override defaults, but default-only models are kept if default_models and user_models: user_model_names = {m.get("name") for m in user_models if isinstance(m, dict)} - extra_defaults = [m for m in default_models if isinstance(m, dict) and m.get("name") not in user_model_names] + extra_defaults = [ + m + for m in default_models + if isinstance(m, dict) and m.get("name") not in user_model_names + ] if extra_defaults: all_models = user_models + extra_defaults merged["models"] = OmegaConf.create(all_models) - logger.info(f"Merged {len(extra_defaults)} default-only models into config: " - f"{[m.get('name') for m in extra_defaults]}") + logger.info( + f"Merged {len(extra_defaults)} default-only models into config: " + f"{[m.get('name') for m in extra_defaults]}" + ) # Cache result _config_cache = merged @@ -126,7 +140,7 @@ def get_backend_config(section: Optional[str] = None) -> DictConfig: DictConfig for backend section or subsection """ cfg = load_config() - if 'backend' not in cfg: + if "backend" not in cfg: return OmegaConf.create({}) backend_cfg = cfg.backend @@ -153,6 +167,9 @@ def save_config_section(section_path: str, values: dict) -> bool: """ Update a config section and save to config.yml. + Also updates the in-memory config cache so changes take effect immediately, + even when CONFIG_FILE points to a different file (e.g., in test environments). + Args: section_path: Dot-separated path (e.g., 'backend.diarization') values: Dict with new values @@ -174,8 +191,13 @@ def save_config_section(section_path: str, values: dict) -> bool: # Save back to file OmegaConf.save(existing_config, config_path) - # Invalidate cache - reload_config() + # Reload config from the primary config file (CONFIG_FILE env var) + merged = reload_config() + + # Also apply the values to the in-memory cache directly. + # This is needed when CONFIG_FILE points to a different file than config.yml + # (e.g., test configs), so the saved values still take effect at runtime. + OmegaConf.update(merged, section_path, values, merge=True) logger.info(f"Saved config section '{section_path}' to {config_path}") return True diff --git a/backends/advanced/src/advanced_omi_backend/controllers/conversation_controller.py b/backends/advanced/src/advanced_omi_backend/controllers/conversation_controller.py index 0fcb9d9c..1bf41dfc 100644 --- a/backends/advanced/src/advanced_omi_backend/controllers/conversation_controller.py +++ b/backends/advanced/src/advanced_omi_backend/controllers/conversation_controller.py @@ -17,6 +17,7 @@ client_belongs_to_user, get_client_manager, ) +from advanced_omi_backend.config import get_transcription_job_timeout from advanced_omi_backend.config_loader import get_service_config from advanced_omi_backend.controllers.queue_controller import ( JOB_RESULT_TTL, @@ -32,15 +33,14 @@ from advanced_omi_backend.models.conversation import Conversation from advanced_omi_backend.models.job import JobPriority from advanced_omi_backend.plugins.events import ConversationCloseReason, PluginEvent +from advanced_omi_backend.services.memory import get_memory_service from advanced_omi_backend.users import User from advanced_omi_backend.workers.conversation_jobs import generate_title_summary_job -from advanced_omi_backend.services.memory import get_memory_service from advanced_omi_backend.workers.memory_jobs import ( enqueue_memory_processing, process_memory_job, ) from advanced_omi_backend.workers.speaker_jobs import recognise_speakers_job -from advanced_omi_backend.config import get_transcription_job_timeout logger = logging.getLogger(__name__) audio_logger = logging.getLogger("audio_processing") @@ -73,7 +73,7 @@ async def close_current_conversation(client_id: str, user: User): status_code=404, ) - session_id = getattr(client_state, 'stream_session_id', None) + session_id = getattr(client_state, "stream_session_id", None) if not session_id: return JSONResponse( content={"error": "No active session"}, @@ -96,7 +96,9 @@ async def close_current_conversation(client_id: str, user: User): status_code=404, ) - logger.info(f"Conversation close requested for client {client_id} by user {user.user_id}") + logger.info( + f"Conversation close requested for client {client_id} by user {user.user_id}" + ) return JSONResponse( content={ @@ -111,9 +113,13 @@ async def get_conversation(conversation_id: str, user: User): """Get a single conversation with full transcript details.""" try: # Find the conversation using Beanie - conversation = await Conversation.find_one(Conversation.conversation_id == conversation_id) + conversation = await Conversation.find_one( + Conversation.conversation_id == conversation_id + ) if not conversation: - return JSONResponse(status_code=404, content={"error": "Conversation not found"}) + return JSONResponse( + status_code=404, content={"error": "Conversation not found"} + ) # Check ownership for non-admin users if not user.is_superuser and conversation.user_id != str(user.user_id): @@ -127,15 +133,23 @@ async def get_conversation(conversation_id: str, user: User): "audio_chunks_count": conversation.audio_chunks_count, "audio_total_duration": conversation.audio_total_duration, "audio_compression_ratio": conversation.audio_compression_ratio, - "created_at": conversation.created_at.isoformat() if conversation.created_at else None, + "created_at": ( + conversation.created_at.isoformat() if conversation.created_at else None + ), "deleted": conversation.deleted, "deletion_reason": conversation.deletion_reason, - "deleted_at": conversation.deleted_at.isoformat() if conversation.deleted_at else None, + "deleted_at": ( + conversation.deleted_at.isoformat() if conversation.deleted_at else None + ), "processing_status": conversation.processing_status, "always_persist": conversation.always_persist, - "end_reason": conversation.end_reason.value if conversation.end_reason else None, + "end_reason": ( + conversation.end_reason.value if conversation.end_reason else None + ), "completed_at": ( - conversation.completed_at.isoformat() if conversation.completed_at else None + conversation.completed_at.isoformat() + if conversation.completed_at + else None ), "title": conversation.title, "summary": conversation.summary, @@ -153,14 +167,18 @@ async def get_conversation(conversation_id: str, user: User): "active_transcript_version_number": conversation.active_transcript_version_number, "active_memory_version_number": conversation.active_memory_version_number, "starred": conversation.starred, - "starred_at": conversation.starred_at.isoformat() if conversation.starred_at else None, + "starred_at": ( + conversation.starred_at.isoformat() if conversation.starred_at else None + ), } return {"conversation": response} except Exception as e: logger.error(f"Error fetching conversation {conversation_id}: {e}") - return JSONResponse(status_code=500, content={"error": "Error fetching conversation"}) + return JSONResponse( + status_code=500, content={"error": "Error fetching conversation"} + ) async def get_conversation_memories(conversation_id: str, user: User, limit: int = 100): @@ -170,7 +188,9 @@ async def get_conversation_memories(conversation_id: str, user: User, limit: int Conversation.conversation_id == conversation_id ) if not conversation: - return JSONResponse(status_code=404, content={"error": "Conversation not found"}) + return JSONResponse( + status_code=404, content={"error": "Conversation not found"} + ) if not user.is_superuser and conversation.user_id != str(user.user_id): return JSONResponse(status_code=403, content={"error": "Access forbidden"}) @@ -364,21 +384,29 @@ async def get_conversations( if include_unprocessed: # Orphan type 1: always_persist stuck in pending/failed (not deleted) - conditions.append({ - "always_persist": True, - "processing_status": {"$in": ["pending_transcription", "transcription_failed"]}, - "deleted": False, - }) + conditions.append( + { + "always_persist": True, + "processing_status": { + "$in": ["pending_transcription", "transcription_failed"] + }, + "deleted": False, + } + ) # Orphan type 2: soft-deleted due to no speech but have audio data - conditions.append({ - "deleted": True, - "deletion_reason": {"$in": [ - "no_meaningful_speech", - "audio_file_not_ready", - "no_meaningful_speech_batch_transcription", - ]}, - "audio_chunks_count": {"$gt": 0}, - }) + conditions.append( + { + "deleted": True, + "deletion_reason": { + "$in": [ + "no_meaningful_speech", + "audio_file_not_ready", + "no_meaningful_speech_batch_transcription", + ] + }, + "audio_chunks_count": {"$gt": 0}, + } + ) # Assemble final query if len(conditions) == 1: @@ -406,12 +434,14 @@ async def get_conversations( conv_id = doc.get("conversation_id") is_orphan_type1 = ( doc.get("always_persist") - and doc.get("processing_status") in ("pending_transcription", "transcription_failed") + and doc.get("processing_status") + in ("pending_transcription", "transcription_failed") and not doc.get("deleted") ) is_orphan_type2 = ( doc.get("deleted") - and doc.get("deletion_reason") in ( + and doc.get("deletion_reason") + in ( "no_meaningful_speech", "audio_file_not_ready", "no_meaningful_speech_batch_transcription", @@ -437,7 +467,9 @@ async def get_conversations( except Exception as e: logger.exception(f"Error fetching conversations: {e}") - return JSONResponse(status_code=500, content={"error": "Error fetching conversations"}) + return JSONResponse( + status_code=500, content={"error": "Error fetching conversations"} + ) async def search_conversations( @@ -513,10 +545,14 @@ async def search_conversations( except Exception as e: logger.exception(f"Error searching conversations: {e}") - return JSONResponse(status_code=500, content={"error": "Error searching conversations"}) + return JSONResponse( + status_code=500, content={"error": "Error searching conversations"} + ) -async def _soft_delete_conversation(conversation: Conversation, user: User) -> JSONResponse: +async def _soft_delete_conversation( + conversation: Conversation, user: User +) -> JSONResponse: """Mark conversation and chunks as deleted (soft delete). Chunks are soft-deleted first so that a crash between the two writes @@ -533,7 +569,9 @@ async def _soft_delete_conversation(conversation: Conversation, user: User) -> J ).update_many({"$set": {"deleted": True, "deleted_at": deleted_at}}) deleted_chunks = result.modified_count - logger.info(f"Soft deleted {deleted_chunks} audio chunks for conversation {conversation_id}") + logger.info( + f"Soft deleted {deleted_chunks} audio chunks for conversation {conversation_id}" + ) # 2. Mark conversation as deleted conversation.deleted = True @@ -561,7 +599,9 @@ async def _soft_delete_conversation(conversation: Conversation, user: User) -> J "deleted_chunks": deleted_chunks, "conversation_id": conversation_id, "client_id": conversation.client_id, - "deleted_at": conversation.deleted_at.isoformat() if conversation.deleted_at else None, + "deleted_at": ( + conversation.deleted_at.isoformat() if conversation.deleted_at else None + ), }, ) @@ -582,7 +622,9 @@ async def _hard_delete_conversation(conversation: Conversation) -> JSONResponse: ).delete() deleted_chunks = result.deleted_count - logger.info(f"Hard deleted {deleted_chunks} audio chunks for conversation {conversation_id}") + logger.info( + f"Hard deleted {deleted_chunks} audio chunks for conversation {conversation_id}" + ) # 2. Delete conversation document try: @@ -607,7 +649,9 @@ async def _hard_delete_conversation(conversation: Conversation) -> JSONResponse: ) -async def delete_conversation(conversation_id: str, user: User, permanent: bool = False): +async def delete_conversation( + conversation_id: str, user: User, permanent: bool = False +): """ Soft delete a conversation (mark as deleted but keep data). @@ -628,11 +672,14 @@ async def delete_conversation(conversation_id: str, user: User, permanent: bool ) # Find the conversation using Beanie - conversation = await Conversation.find_one(Conversation.conversation_id == conversation_id) + conversation = await Conversation.find_one( + Conversation.conversation_id == conversation_id + ) if not conversation: return JSONResponse( - status_code=404, content={"error": f"Conversation '{conversation_id}' not found"} + status_code=404, + content={"error": f"Conversation '{conversation_id}' not found"}, ) # Check ownership for non-admin users @@ -658,7 +705,8 @@ async def delete_conversation(conversation_id: str, user: User, permanent: bool except Exception as e: logger.error(f"Error deleting conversation {conversation_id}: {e}") return JSONResponse( - status_code=500, content={"error": f"Failed to delete conversation: {str(e)}"} + status_code=500, + content={"error": f"Failed to delete conversation: {str(e)}"}, ) @@ -671,17 +719,23 @@ async def restore_conversation(conversation_id: str, user: User) -> JSONResponse user: Requesting user """ try: - conversation = await Conversation.find_one(Conversation.conversation_id == conversation_id) + conversation = await Conversation.find_one( + Conversation.conversation_id == conversation_id + ) if not conversation: - return JSONResponse(status_code=404, content={"error": "Conversation not found"}) + return JSONResponse( + status_code=404, content={"error": "Conversation not found"} + ) # Permission check if not user.is_superuser and conversation.user_id != str(user.user_id): return JSONResponse(status_code=403, content={"error": "Access denied"}) if not conversation.deleted: - return JSONResponse(status_code=400, content={"error": "Conversation is not deleted"}) + return JSONResponse( + status_code=400, content={"error": "Conversation is not deleted"} + ) # 1. Restore audio chunks FIRST (safe failure mode: restored chunks, conversation still deleted) original_deleted_at = conversation.deleted_at @@ -707,7 +761,9 @@ async def restore_conversation(conversation_id: str, user: User) -> JSONResponse await AudioChunkDocument.find( AudioChunkDocument.conversation_id == conversation_id, AudioChunkDocument.deleted == False, - ).update_many({"$set": {"deleted": True, "deleted_at": original_deleted_at}}) + ).update_many( + {"$set": {"deleted": True, "deleted_at": original_deleted_at}} + ) raise logger.info( @@ -727,16 +783,163 @@ async def restore_conversation(conversation_id: str, user: User) -> JSONResponse except Exception as e: logger.error(f"Error restoring conversation {conversation_id}: {e}") return JSONResponse( - status_code=500, content={"error": f"Failed to restore conversation: {str(e)}"} + status_code=500, + content={"error": f"Failed to restore conversation: {str(e)}"}, + ) + + +def _enqueue_transcript_reprocessing( + conversation_id: str, + user_id: str, + source: str, + job_id_prefix: str, + end_reason: str, +) -> tuple: + """Enqueue transcribe job + post-conversation chain. + + Returns (version_id, transcript_job, post_jobs dict). + """ + from advanced_omi_backend.workers.transcription_jobs import ( + transcribe_full_audio_job, + ) + + version_id = str(uuid.uuid4()) + + transcript_job = transcription_queue.enqueue( + transcribe_full_audio_job, + conversation_id, + version_id, + source, + job_timeout=get_transcription_job_timeout(), + result_ttl=JOB_RESULT_TTL, + job_id=f"{job_id_prefix}_{conversation_id[:8]}", + description=f"Transcribe audio for {conversation_id[:8]}", + meta={"conversation_id": conversation_id}, + ) + + post_jobs = start_post_conversation_jobs( + conversation_id=conversation_id, + user_id=user_id, + transcript_version_id=version_id, + depends_on_job=transcript_job, + end_reason=end_reason, + ) + + return version_id, transcript_job, post_jobs + + +def _resolve_transcript_version(conversation: Conversation, version_id: str) -> tuple: + """Resolve 'active' to real version ID and find the version object. + + Returns (error_response_or_None, resolved_version_id, version_object). + If error_response is not None, the caller should return it immediately. + """ + resolved_id = version_id + if resolved_id == "active": + active_id = conversation.active_transcript_version + if not active_id: + return ( + JSONResponse( + status_code=404, + content={"error": "No active transcript version found"}, + ), + None, + None, + ) + resolved_id = active_id + + version_obj = None + for v in conversation.transcript_versions: + if v.version_id == resolved_id: + version_obj = v + break + + if not version_obj: + return ( + JSONResponse( + status_code=404, + content={"error": f"Transcript version '{resolved_id}' not found"}, + ), + None, + None, ) + return None, resolved_id, version_obj + + +def _enqueue_speaker_reprocessing_chain( + conversation_id: str, + version_id: str, + source_version_id: str, +) -> dict: + """Enqueue speaker -> memory -> title_summary chain. + + Returns dict with keys: speaker, memory, title_summary (job IDs). + """ + speaker_job = transcription_queue.enqueue( + recognise_speakers_job, + conversation_id, + version_id, + job_timeout=1200, + result_ttl=JOB_RESULT_TTL, + job_id=f"reprocess_speaker_{conversation_id[:12]}", + description=f"Re-diarize speakers for {conversation_id[:8]}", + meta={ + "conversation_id": conversation_id, + "version_id": version_id, + "source_version_id": source_version_id, + "trigger": "reprocess", + }, + ) + logger.info( + f"Enqueued speaker reprocessing job {speaker_job.id} for version {version_id}" + ) + + memory_job = memory_queue.enqueue( + process_memory_job, + conversation_id, + depends_on=speaker_job, + job_timeout=1800, + result_ttl=JOB_RESULT_TTL, + job_id=f"memory_{conversation_id[:12]}", + description=f"Extract memories for {conversation_id[:8]}", + meta={"conversation_id": conversation_id, "trigger": "reprocess_after_speaker"}, + ) + logger.info( + f"Chained memory job {memory_job.id} after speaker job {speaker_job.id}" + ) + + title_summary_job = default_queue.enqueue( + generate_title_summary_job, + conversation_id, + job_timeout=300, + result_ttl=JOB_RESULT_TTL, + depends_on=memory_job, + job_id=f"title_summary_{conversation_id[:12]}", + description=f"Regenerate title/summary for {conversation_id[:8]}", + meta={"conversation_id": conversation_id, "trigger": "reprocess_after_speaker"}, + ) + logger.info( + f"Chained title/summary job {title_summary_job.id} after memory job {memory_job.id}" + ) + + return { + "speaker": speaker_job.id, + "memory": memory_job.id, + "title_summary": title_summary_job.id, + } + async def toggle_star(conversation_id: str, user: User): """Toggle the starred/favorite status of a conversation.""" try: - conversation = await Conversation.find_one(Conversation.conversation_id == conversation_id) + conversation = await Conversation.find_one( + Conversation.conversation_id == conversation_id + ) if not conversation: - return JSONResponse(status_code=404, content={"error": "Conversation not found"}) + return JSONResponse( + status_code=404, content={"error": "Conversation not found"} + ) if not user.is_superuser and conversation.user_id != str(user.user_id): return JSONResponse(status_code=403, content={"error": "Access forbidden"}) @@ -763,7 +966,11 @@ async def toggle_star(conversation_id: str, user: User): data={ "conversation_id": conversation_id, "starred": conversation.starred, - "starred_at": conversation.starred_at.isoformat() if conversation.starred_at else None, + "starred_at": ( + conversation.starred_at.isoformat() + if conversation.starred_at + else None + ), "title": conversation.title, }, ) @@ -773,7 +980,9 @@ async def toggle_star(conversation_id: str, user: User): return { "conversation_id": conversation_id, "starred": conversation.starred, - "starred_at": conversation.starred_at.isoformat() if conversation.starred_at else None, + "starred_at": ( + conversation.starred_at.isoformat() if conversation.starred_at else None + ), } except Exception as e: @@ -784,9 +993,13 @@ async def toggle_star(conversation_id: str, user: User): async def reprocess_orphan(conversation_id: str, user: User): """Reprocess an orphan audio session - restore if deleted and enqueue full processing chain.""" try: - conversation = await Conversation.find_one(Conversation.conversation_id == conversation_id) + conversation = await Conversation.find_one( + Conversation.conversation_id == conversation_id + ) if not conversation: - return JSONResponse(status_code=404, content={"error": "Conversation not found"}) + return JSONResponse( + status_code=404, content={"error": "Conversation not found"} + ) # Check ownership if not user.is_superuser and conversation.user_id != str(user.user_id): @@ -821,33 +1034,12 @@ async def reprocess_orphan(conversation_id: str, user: User): conversation.detailed_summary = None await conversation.save() - # Create new transcript version ID - version_id = str(uuid.uuid4()) - - # Enqueue the same 4-job chain as reprocess_transcript - from advanced_omi_backend.workers.transcription_jobs import ( - transcribe_full_audio_job, - ) - - # Job 1: Transcribe audio - transcript_job = transcription_queue.enqueue( - transcribe_full_audio_job, - conversation_id, - version_id, - "reprocess_orphan", - job_timeout=get_transcription_job_timeout(), - result_ttl=JOB_RESULT_TTL, - job_id=f"orphan_transcribe_{conversation_id[:8]}", - description=f"Transcribe orphan audio for {conversation_id[:8]}", - meta={"conversation_id": conversation_id}, - ) - - # Chain post-transcription jobs (speaker recognition β†’ memory β†’ title/summary β†’ event dispatch) - post_jobs = start_post_conversation_jobs( + # Enqueue the same job chain as reprocess_transcript + version_id, transcript_job, post_jobs = _enqueue_transcript_reprocessing( conversation_id=conversation_id, user_id=str(user.user_id), - transcript_version_id=version_id, - depends_on_job=transcript_job, + source="reprocess_orphan", + job_id_prefix="orphan_transcribe", end_reason="reprocess_orphan", ) @@ -881,7 +1073,9 @@ async def reprocess_transcript(conversation_id: str, user: User): Conversation.conversation_id == conversation_id ) if not conversation_model: - return JSONResponse(status_code=404, content={"error": "Conversation not found"}) + return JSONResponse( + status_code=404, content={"error": "Conversation not found"} + ) # Check ownership for non-admin users if not user.is_superuser and conversation_model.user_id != str(user.user_id): @@ -907,34 +1101,12 @@ async def reprocess_transcript(conversation_id: str, user: User): }, ) - # Create new transcript version ID - version_id = str(uuid.uuid4()) - - # Enqueue job chain with RQ (transcription -> speaker recognition -> memory) - from advanced_omi_backend.workers.transcription_jobs import ( - transcribe_full_audio_job, - ) - - # Job 1: Transcribe audio to text (reconstructs from MongoDB chunks) - transcript_job = transcription_queue.enqueue( - transcribe_full_audio_job, - conversation_id, - version_id, - "reprocess", - job_timeout=get_transcription_job_timeout(), - result_ttl=JOB_RESULT_TTL, - job_id=f"reprocess_{conversation_id[:8]}", - description=f"Transcribe audio for {conversation_id[:8]}", - meta={"conversation_id": conversation_id}, - ) - logger.info(f"πŸ“₯ RQ: Enqueued transcription job {transcript_job.id}") - - # Chain post-transcription jobs (speaker recognition β†’ memory β†’ title/summary β†’ event dispatch) - post_jobs = start_post_conversation_jobs( + # Enqueue transcription + post-conversation job chain + version_id, transcript_job, post_jobs = _enqueue_transcript_reprocessing( conversation_id=conversation_id, user_id=str(user.user_id), - transcript_version_id=version_id, - depends_on_job=transcript_job, + source="reprocess", + job_id_prefix="reprocess", end_reason="reprocess_transcript", ) @@ -960,7 +1132,9 @@ async def reprocess_transcript(conversation_id: str, user: User): ) -async def reprocess_memory(conversation_id: str, transcript_version_id: str, user: User): +async def reprocess_memory( + conversation_id: str, transcript_version_id: str, user: User +): """Reprocess memory extraction for a specific transcript version. Users can only reprocess their own conversations.""" try: # Find the conversation using Beanie @@ -968,7 +1142,9 @@ async def reprocess_memory(conversation_id: str, transcript_version_id: str, use Conversation.conversation_id == conversation_id ) if not conversation_model: - return JSONResponse(status_code=404, content={"error": "Conversation not found"}) + return JSONResponse( + status_code=404, content={"error": "Conversation not found"} + ) # Check ownership for non-admin users if not user.is_superuser and conversation_model.user_id != str(user.user_id): @@ -979,28 +1155,12 @@ async def reprocess_memory(conversation_id: str, transcript_version_id: str, use }, ) - # Resolve transcript version ID - # Handle special "active" version ID - if transcript_version_id == "active": - active_version_id = conversation_model.active_transcript_version - if not active_version_id: - return JSONResponse( - status_code=404, content={"error": "No active transcript version found"} - ) - transcript_version_id = active_version_id - - # Find the specific transcript version - transcript_version = None - for version in conversation_model.transcript_versions: - if version.version_id == transcript_version_id: - transcript_version = version - break - - if not transcript_version: - return JSONResponse( - status_code=404, - content={"error": f"Transcript version '{transcript_version_id}' not found"}, - ) + # Resolve transcript version ID (handle "active" special case) + error, transcript_version_id, transcript_version = _resolve_transcript_version( + conversation_model, transcript_version_id + ) + if error: + return error # Create new memory version ID version_id = str(uuid.uuid4()) @@ -1033,7 +1193,9 @@ async def reprocess_memory(conversation_id: str, transcript_version_id: str, use ) -async def reprocess_speakers(conversation_id: str, transcript_version_id: str, user: User): +async def reprocess_speakers( + conversation_id: str, transcript_version_id: str, user: User +): """ Reprocess speaker identification for a specific transcript version. Users can only reprocess their own conversations. @@ -1047,7 +1209,9 @@ async def reprocess_speakers(conversation_id: str, transcript_version_id: str, u Conversation.conversation_id == conversation_id ) if not conversation_model: - return JSONResponse(status_code=404, content={"error": "Conversation not found"}) + return JSONResponse( + status_code=404, content={"error": "Conversation not found"} + ) # Check ownership for non-admin users if not user.is_superuser and conversation_model.user_id != str(user.user_id): @@ -1058,28 +1222,12 @@ async def reprocess_speakers(conversation_id: str, transcript_version_id: str, u }, ) - # 2. Resolve source transcript version ID (handle "active" special case) - source_version_id = transcript_version_id - if source_version_id == "active": - active_version_id = conversation_model.active_transcript_version - if not active_version_id: - return JSONResponse( - status_code=404, content={"error": "No active transcript version found"} - ) - source_version_id = active_version_id - - # 3. Find and validate the source transcript version - source_version = None - for version in conversation_model.transcript_versions: - if version.version_id == source_version_id: - source_version = version - break - - if not source_version: - return JSONResponse( - status_code=404, - content={"error": f"Transcript version '{source_version_id}' not found"}, - ) + # 2-3. Resolve source transcript version ID and find version object + error, source_version_id, source_version = _resolve_transcript_version( + conversation_model, transcript_version_id + ) + if error: + return error # 4. Validate transcript has content and words (or provider-diarized segments) if not source_version.transcript: @@ -1169,72 +1317,22 @@ async def reprocess_speakers(conversation_id: str, transcript_version_id: str, u f"for conversation {conversation_id}" ) - # 7. Enqueue speaker recognition job with NEW version_id - speaker_job = transcription_queue.enqueue( - recognise_speakers_job, + # 7-8. Enqueue speaker β†’ memory β†’ title/summary chain + job_ids = _enqueue_speaker_reprocessing_chain( conversation_id, - new_version_id, # NEW version (not source) - job_timeout=1200, # 20 minutes - result_ttl=JOB_RESULT_TTL, - job_id=f"reprocess_speaker_{conversation_id[:12]}", - description=f"Re-diarize speakers for {conversation_id[:8]}", - meta={ - "conversation_id": conversation_id, - "version_id": new_version_id, - "source_version_id": source_version_id, - "trigger": "reprocess", - }, - ) - - logger.info( - f"Enqueued speaker reprocessing job {speaker_job.id} " - f"for new version {new_version_id}" - ) - - # 8. Chain memory reprocessing (speaker changes affect memory context) - memory_job = memory_queue.enqueue( - process_memory_job, - conversation_id, - depends_on=speaker_job, - job_timeout=1800, # 30 minutes - result_ttl=JOB_RESULT_TTL, - job_id=f"memory_{conversation_id[:12]}", - description=f"Extract memories for {conversation_id[:8]}", - meta={"conversation_id": conversation_id, "trigger": "reprocess_after_speaker"}, - ) - - logger.info( - f"Chained memory reprocessing job {memory_job.id} " - f"after speaker job {speaker_job.id}" - ) - - # 8b. Chain title/summary regeneration after memory job - # Depends on memory_job to avoid race condition (both save conversation document) - # and to ensure fresh memories are available for context-enriched summaries - title_summary_job = default_queue.enqueue( - generate_title_summary_job, - conversation_id, - job_timeout=300, - result_ttl=JOB_RESULT_TTL, - depends_on=memory_job, - job_id=f"title_summary_{conversation_id[:12]}", - description=f"Regenerate title/summary for {conversation_id[:8]}", - meta={"conversation_id": conversation_id, "trigger": "reprocess_after_speaker"}, - ) - - logger.info( - f"Chained title/summary job {title_summary_job.id} " f"after memory job {memory_job.id}" + new_version_id, + source_version_id, ) # 9. Return job information return JSONResponse( content={ "message": "Speaker reprocessing started", - "job_id": speaker_job.id, - "memory_job_id": memory_job.id, - "title_summary_job_id": title_summary_job.id, - "version_id": new_version_id, # NEW version ID - "source_version_id": source_version_id, # Original version used as source + "job_id": job_ids["speaker"], + "memory_job_id": job_ids["memory"], + "title_summary_job_id": job_ids["title_summary"], + "version_id": new_version_id, + "source_version_id": source_version_id, "status": "queued", } ) @@ -1246,7 +1344,9 @@ async def reprocess_speakers(conversation_id: str, transcript_version_id: str, u ) -async def activate_transcript_version(conversation_id: str, version_id: str, user: User): +async def activate_transcript_version( + conversation_id: str, version_id: str, user: User +): """Activate a specific transcript version. Users can only modify their own conversations.""" try: # Find the conversation using Beanie @@ -1254,20 +1354,25 @@ async def activate_transcript_version(conversation_id: str, version_id: str, use Conversation.conversation_id == conversation_id ) if not conversation_model: - return JSONResponse(status_code=404, content={"error": "Conversation not found"}) + return JSONResponse( + status_code=404, content={"error": "Conversation not found"} + ) # Check ownership for non-admin users if not user.is_superuser and conversation_model.user_id != str(user.user_id): return JSONResponse( status_code=403, - content={"error": "Access forbidden. You can only modify your own conversations."}, + content={ + "error": "Access forbidden. You can only modify your own conversations." + }, ) # Activate the transcript version using Beanie model method success = conversation_model.set_active_transcript_version(version_id) if not success: return JSONResponse( - status_code=400, content={"error": "Failed to activate transcript version"} + status_code=400, + content={"error": "Failed to activate transcript version"}, ) await conversation_model.save() @@ -1301,13 +1406,17 @@ async def activate_memory_version(conversation_id: str, version_id: str, user: U Conversation.conversation_id == conversation_id ) if not conversation_model: - return JSONResponse(status_code=404, content={"error": "Conversation not found"}) + return JSONResponse( + status_code=404, content={"error": "Conversation not found"} + ) # Check ownership for non-admin users if not user.is_superuser and conversation_model.user_id != str(user.user_id): return JSONResponse( status_code=403, - content={"error": "Access forbidden. You can only modify your own conversations."}, + content={ + "error": "Access forbidden. You can only modify your own conversations." + }, ) # Activate the memory version using Beanie model method @@ -1332,7 +1441,9 @@ async def activate_memory_version(conversation_id: str, version_id: str, user: U except Exception as e: logger.error(f"Error activating memory version: {e}") - return JSONResponse(status_code=500, content={"error": "Error activating memory version"}) + return JSONResponse( + status_code=500, content={"error": "Error activating memory version"} + ) async def get_conversation_version_history(conversation_id: str, user: User): @@ -1343,13 +1454,17 @@ async def get_conversation_version_history(conversation_id: str, user: User): Conversation.conversation_id == conversation_id ) if not conversation_model: - return JSONResponse(status_code=404, content={"error": "Conversation not found"}) + return JSONResponse( + status_code=404, content={"error": "Conversation not found"} + ) # Check ownership for non-admin users if not user.is_superuser and conversation_model.user_id != str(user.user_id): return JSONResponse( status_code=403, - content={"error": "Access forbidden. You can only access your own conversations."}, + content={ + "error": "Access forbidden. You can only access your own conversations." + }, ) # Get version history from model @@ -1380,4 +1495,6 @@ async def get_conversation_version_history(conversation_id: str, user: User): except Exception as e: logger.error(f"Error fetching version history: {e}") - return JSONResponse(status_code=500, content={"error": "Error fetching version history"}) + return JSONResponse( + status_code=500, content={"error": "Error fetching version history"} + ) diff --git a/backends/advanced/src/advanced_omi_backend/controllers/queue_controller.py b/backends/advanced/src/advanced_omi_backend/controllers/queue_controller.py index f53f8fcc..d2cfc7df 100644 --- a/backends/advanced/src/advanced_omi_backend/controllers/queue_controller.py +++ b/backends/advanced/src/advanced_omi_backend/controllers/queue_controller.py @@ -8,7 +8,6 @@ - Beanie initialization for workers """ -import asyncio import logging import os import uuid @@ -21,8 +20,6 @@ from rq.registry import DeferredJobRegistry, ScheduledJobRegistry from advanced_omi_backend.config_loader import get_service_config -from advanced_omi_backend.models.conversation import Conversation -from advanced_omi_backend.models.job import JobPriority logger = logging.getLogger(__name__) @@ -230,8 +227,8 @@ def get_jobs( "completed_at": job.ended_at.isoformat() if job.ended_at else None, "retry_count": job.retries_left if hasattr(job, 'retries_left') else 0, "max_retries": 3, # Default max retries - "progress_percent": 0, # RQ doesn't track progress by default - "progress_message": "", + "progress_percent": (job.meta or {}).get("batch_progress", {}).get("percent", 0), + "progress_message": (job.meta or {}).get("batch_progress", {}).get("message", ""), }) except Exception as e: logger.error(f"Error fetching job {job_id}: {e}") diff --git a/backends/advanced/src/advanced_omi_backend/controllers/websocket_controller.py b/backends/advanced/src/advanced_omi_backend/controllers/websocket_controller.py index 4bb1088a..bab956ec 100644 --- a/backends/advanced/src/advanced_omi_backend/controllers/websocket_controller.py +++ b/backends/advanced/src/advanced_omi_backend/controllers/websocket_controller.py @@ -1,4 +1,3 @@ - """ WebSocket controller for Chronicle backend. @@ -32,7 +31,6 @@ from advanced_omi_backend.services.audio_stream.producer import ( get_audio_stream_producer, ) -from advanced_omi_backend.utils.audio_utils import process_audio_chunk # Thread pool executors for audio decoding _DEC_IO_EXECUTOR = concurrent.futures.ThreadPoolExecutor( @@ -82,29 +80,34 @@ async def subscribe_to_interim_results(websocket: WebSocket, session_id: str) -> # Listen for messages while True: try: - message = await pubsub.get_message(ignore_subscribe_messages=True, timeout=1.0) + message = await pubsub.get_message( + ignore_subscribe_messages=True, timeout=1.0 + ) - if message and message['type'] == 'message': + if message and message["type"] == "message": # Parse result data try: - result_data = json.loads(message['data']) + result_data = json.loads(message["data"]) # Forward to client WebSocket - await websocket.send_json({ - "type": "interim_transcript", - "data": result_data - }) + await websocket.send_json( + {"type": "interim_transcript", "data": result_data} + ) # Log for debugging is_final = result_data.get("is_final", False) text_preview = result_data.get("text", "")[:50] result_type = "FINAL" if is_final else "interim" - logger.debug(f"βœ‰οΈ Forwarded {result_type} result to client {session_id}: {text_preview}...") + logger.debug( + f"βœ‰οΈ Forwarded {result_type} result to client {session_id}: {text_preview}..." + ) except json.JSONDecodeError as e: logger.error(f"Failed to parse interim result JSON: {e}") except Exception as send_error: - logger.error(f"Failed to send interim result to client {session_id}: {send_error}") + logger.error( + f"Failed to send interim result to client {session_id}: {send_error}" + ) # WebSocket might be closed, exit loop break @@ -112,14 +115,22 @@ async def subscribe_to_interim_results(websocket: WebSocket, session_id: str) -> # No message received, continue waiting continue except asyncio.CancelledError: - logger.info(f"Interim results subscriber cancelled for session {session_id}") + logger.info( + f"Interim results subscriber cancelled for session {session_id}" + ) break except Exception as e: - logger.error(f"Error in interim results subscriber for {session_id}: {e}", exc_info=True) + logger.error( + f"Error in interim results subscriber for {session_id}: {e}", + exc_info=True, + ) break except Exception as e: - logger.error(f"Failed to initialize interim results subscriber for {session_id}: {e}", exc_info=True) + logger.error( + f"Failed to initialize interim results subscriber for {session_id}: {e}", + exc_info=True, + ) finally: try: # Unsubscribe and close connections @@ -128,7 +139,9 @@ async def subscribe_to_interim_results(websocket: WebSocket, session_id: str) -> await redis_client.aclose() logger.info(f"πŸ”• Unsubscribed from interim results channel: {channel}") except Exception as cleanup_error: - logger.error(f"Error cleaning up interim results subscriber: {cleanup_error}") + logger.error( + f"Error cleaning up interim results subscriber: {cleanup_error}" + ) async def parse_wyoming_protocol(ws: WebSocket) -> tuple[dict, Optional[bytes]]: @@ -140,14 +153,18 @@ async def parse_wyoming_protocol(ws: WebSocket) -> tuple[dict, Optional[bytes]]: # Read data from WebSocket logger.debug(f"parse_wyoming_protocol: About to call ws.receive()") message = await ws.receive() - logger.debug(f"parse_wyoming_protocol: Received message with keys: {message.keys() if message else 'None'}") + logger.debug( + f"parse_wyoming_protocol: Received message with keys: {message.keys() if message else 'None'}" + ) # Handle WebSocket close frame if "type" in message and message["type"] == "websocket.disconnect": # This is a normal WebSocket close event code = message.get("code", 1000) reason = message.get("reason", "") - logger.info(f"πŸ“΄ WebSocket disconnect received in parse_wyoming_protocol. Code: {code}, Reason: {reason}") + logger.info( + f"πŸ“΄ WebSocket disconnect received in parse_wyoming_protocol. Code: {code}, Reason: {reason}" + ) raise WebSocketDisconnect(code=code, reason=reason) # Handle text message (JSON header) @@ -190,7 +207,10 @@ async def create_client_state(client_id: str, user, device_name: Optional[str] = # Directory where WAV chunks are written from pathlib import Path - CHUNK_DIR = Path("./audio_chunks") # This will be mounted to ./data/audio_chunks by Docker + + CHUNK_DIR = Path( + "./audio_chunks" + ) # This will be mounted to ./data/audio_chunks by Docker # Use ClientManager for atomic client creation and registration client_state = client_manager.create_client( @@ -199,10 +219,12 @@ async def create_client_state(client_id: str, user, device_name: Optional[str] = # Also track in persistent mapping (for database queries + cross-container Redis) from advanced_omi_backend.client_manager import track_client_user_relationship_async + await track_client_user_relationship_async(client_id, user.user_id) # Register client in user model (persistent) from advanced_omi_backend.users import register_client_to_user + await register_client_to_user(user, client_id, device_name) return client_state @@ -224,7 +246,9 @@ async def cleanup_client_state(client_id: str): # The speech detection job now monitors session status and completes naturally. import redis.asyncio as redis - logger.info(f"πŸ”„ Letting speech detection job complete naturally for client {client_id} (if running)") + logger.info( + f"πŸ”„ Letting speech detection job complete naturally for client {client_id} (if running)" + ) # Mark all active sessions for this client as complete AND delete Redis streams try: @@ -236,6 +260,7 @@ async def cleanup_client_state(client_id: str): from advanced_omi_backend.services.audio_stream.producer import ( get_audio_stream_producer, ) + audio_stream_producer = get_audio_stream_producer() # Find all session keys for this client and mark them complete @@ -258,18 +283,26 @@ async def cleanup_client_state(client_id: str): # If session is still active, finalize it first (sets status + completion_reason atomically) if status in ["active", None]: - logger.info(f"πŸ“Š Finalizing active session {session_id[:12]} due to WebSocket disconnect") - await audio_stream_producer.finalize_session(session_id, completion_reason="websocket_disconnect") + logger.info( + f"πŸ“Š Finalizing active session {session_id[:12]} due to WebSocket disconnect" + ) + await audio_stream_producer.finalize_session( + session_id, completion_reason="websocket_disconnect" + ) # Mark session as complete (WebSocket disconnected) - await mark_session_complete(async_redis, session_id, "websocket_disconnect") + await mark_session_complete( + async_redis, session_id, "websocket_disconnect" + ) sessions_closed += 1 if cursor == 0: break if sessions_closed > 0: - logger.info(f"βœ… Closed {sessions_closed} active session(s) for client {client_id}") + logger.info( + f"βœ… Closed {sessions_closed} active session(s) for client {client_id}" + ) # Set TTL on Redis Streams for this client (allows consumer groups to finish processing) stream_pattern = f"audio:stream:{client_id}" @@ -282,9 +315,11 @@ async def cleanup_client_state(client_id: str): pending_count = 0 try: # Check streaming-transcription consumer group for pending messages - pending_info = await async_redis.xpending(stream_pattern, "streaming-transcription") + pending_info = await async_redis.xpending( + stream_pattern, "streaming-transcription" + ) if pending_info: - pending_count = pending_info.get('pending', 0) + pending_count = pending_info.get("pending", 0) except Exception as e: # Consumer group might not exist yet - that's ok logger.debug(f"No consumer group for {stream_pattern}: {e}") @@ -295,7 +330,9 @@ async def cleanup_client_state(client_id: str): f"{stream_length} messages in stream, {pending_count} pending in consumer group" ) - await async_redis.expire(stream_pattern, 60) # 60 second TTL for consumer group fan-out + await async_redis.expire( + stream_pattern, 60 + ) # 60 second TTL for consumer group fan-out logger.info(f"⏰ Set 60s TTL on Redis stream: {stream_pattern}") else: logger.debug(f"No Redis stream found for client {client_id}") @@ -303,7 +340,9 @@ async def cleanup_client_state(client_id: str): await async_redis.close() except Exception as session_error: - logger.warning(f"⚠️ Error marking sessions complete for client {client_id}: {session_error}") + logger.warning( + f"⚠️ Error marking sessions complete for client {client_id}: {session_error}" + ) # Use ClientManager for atomic client removal with cleanup client_manager = get_client_manager() @@ -321,7 +360,7 @@ async def _setup_websocket_connection( token: Optional[str], device_name: Optional[str], pending_client_id: str, - connection_type: str + connection_type: str, ) -> tuple[Optional[str], Optional[object], Optional[object]]: """ Setup WebSocket connection: accept, authenticate, create client state. @@ -344,12 +383,17 @@ async def _setup_websocket_connection( if not user: # Send error message to client before closing try: - error_msg = json.dumps({ - "type": "error", - "error": "authentication_failed", - "message": "Authentication failed. Please log in again and ensure your token is valid.", - "code": 1008 - }) + "\n" + error_msg = ( + json.dumps( + { + "type": "error", + "error": "authentication_failed", + "message": "Authentication failed. Please log in again and ensure your token is valid.", + "code": 1008, + } + ) + + "\n" + ) await ws.send_text(error_msg) application_logger.info("Sent authentication error message to client") except Exception as send_error: @@ -370,7 +414,10 @@ async def _setup_websocket_connection( # Send ready message to confirm connection is established try: - ready_msg = json.dumps({"type": "ready", "message": "WebSocket connection established"}) + "\n" + ready_msg = ( + json.dumps({"type": "ready", "message": "WebSocket connection established"}) + + "\n" + ) await ws.send_text(ready_msg) application_logger.debug(f"βœ… Sent ready message to {client_id}") except Exception as e: @@ -389,7 +436,7 @@ async def _initialize_streaming_session( user_email: str, client_id: str, audio_format: dict, - websocket: Optional[WebSocket] = None + websocket: Optional[WebSocket] = None, ) -> Optional[asyncio.Task]: """ Initialize streaming session with Redis and enqueue processing jobs. @@ -410,30 +457,38 @@ async def _initialize_streaming_session( f"πŸ”΄ BACKEND: _initialize_streaming_session called for {client_id}" ) - if hasattr(client_state, 'stream_session_id'): + if hasattr(client_state, "stream_session_id"): application_logger.debug(f"Session already initialized for {client_id}") return None # Initialize stream session - use client_id as session_id for predictable lookup # All other session metadata goes to Redis (single source of truth) client_state.stream_session_id = client_state.client_id - application_logger.info(f"πŸ†” Created stream session: {client_state.stream_session_id}") + application_logger.info( + f"πŸ†” Created stream session: {client_state.stream_session_id}" + ) # Determine transcription provider from config.yml from advanced_omi_backend.model_registry import get_models_registry registry = get_models_registry() if not registry: - raise ValueError("config.yml not found - cannot determine transcription provider") + raise ValueError( + "config.yml not found - cannot determine transcription provider" + ) stt_model = registry.get_default("stt") if not stt_model: raise ValueError("No default STT model configured in config.yml (defaults.stt)") # Use model_provider for session tracking (generic, not validated against hardcoded list) - provider = stt_model.model_provider.lower() if stt_model.model_provider else stt_model.name + provider = ( + stt_model.model_provider.lower() if stt_model.model_provider else stt_model.name + ) - application_logger.info(f"πŸ“‹ Using STT provider: {provider} (model: {stt_model.name})") + application_logger.info( + f"πŸ“‹ Using STT provider: {provider} (model: {stt_model.name})" + ) # Initialize session tracking in Redis (SINGLE SOURCE OF TRUTH for session metadata) # This includes user_email, connection info, audio format, chunk counters, job IDs, etc. @@ -445,7 +500,7 @@ async def _initialize_streaming_session( user_email=user_email, connection_id=connection_id, mode="streaming", - provider=provider + provider=provider, ) # Store audio format in Redis session (not in ClientState) @@ -454,6 +509,7 @@ async def _initialize_streaming_session( from advanced_omi_backend.services.audio_stream.producer import ( get_audio_stream_producer, ) + session_key = f"audio:session:{client_state.stream_session_id}" redis_client = audio_stream_producer.redis_client await redis_client.hset(session_key, "audio_format", json.dumps(audio_format)) @@ -462,16 +518,14 @@ async def _initialize_streaming_session( from advanced_omi_backend.controllers.queue_controller import start_streaming_jobs job_ids = start_streaming_jobs( - session_id=client_state.stream_session_id, - user_id=user_id, - client_id=client_id + session_id=client_state.stream_session_id, user_id=user_id, client_id=client_id ) # Store job IDs in Redis session (not in ClientState) await audio_stream_producer.update_session_job_ids( session_id=client_state.stream_session_id, - speech_detection_job_id=job_ids['speech_detection'], - audio_persistence_job_id=job_ids['audio_persistence'] + speech_detection_job_id=job_ids["speech_detection"], + audio_persistence_job_id=job_ids["audio_persistence"], ) # Note: Placeholder conversation creation is handled by the audio persistence job, @@ -483,17 +537,15 @@ async def _initialize_streaming_session( subscriber_task = asyncio.create_task( subscribe_to_interim_results(websocket, client_state.stream_session_id) ) - application_logger.info(f"πŸ“‘ Launched interim results subscriber for session {client_state.stream_session_id}") + application_logger.info( + f"πŸ“‘ Launched interim results subscriber for session {client_state.stream_session_id}" + ) return subscriber_task async def _finalize_streaming_session( - client_state, - audio_stream_producer, - user_id: str, - user_email: str, - client_id: str + client_state, audio_stream_producer, user_id: str, user_email: str, client_id: str ) -> None: """ Finalize streaming session: flush buffer, signal workers, enqueue finalize job, cleanup. @@ -505,7 +557,7 @@ async def _finalize_streaming_session( user_email: User email client_id: Client ID """ - if not hasattr(client_state, 'stream_session_id'): + if not hasattr(client_state, "stream_session_id"): application_logger.debug(f"No active session to finalize for {client_id}") return @@ -513,19 +565,21 @@ async def _finalize_streaming_session( try: # Flush any remaining buffered audio - audio_format = getattr(client_state, 'stream_audio_format', {}) + audio_format = getattr(client_state, "stream_audio_format", {}) await audio_stream_producer.flush_session_buffer( session_id=session_id, sample_rate=audio_format.get("rate", 16000), channels=audio_format.get("channels", 1), - sample_width=audio_format.get("width", 2) + sample_width=audio_format.get("width", 2), ) # Send end-of-session signal to workers await audio_stream_producer.send_session_end_signal(session_id) # Mark session as finalizing with user_stopped reason (audio-stop event) - await audio_stream_producer.finalize_session(session_id, completion_reason="user_stopped") + await audio_stream_producer.finalize_session( + session_id, completion_reason="user_stopped" + ) # Store markers in Redis so open_conversation_job can persist them if client_state.markers: @@ -556,13 +610,12 @@ async def _finalize_streaming_session( # Clear session state from ClientState (only stream_session_id is stored there now) # All other session metadata lives in Redis (single source of truth) - if hasattr(client_state, 'stream_session_id'): - delattr(client_state, 'stream_session_id') + if hasattr(client_state, "stream_session_id"): + delattr(client_state, "stream_session_id") except Exception as finalize_error: application_logger.error( - f"❌ Failed to finalize streaming session: {finalize_error}", - exc_info=True + f"❌ Failed to finalize streaming session: {finalize_error}", exc_info=True ) @@ -574,7 +627,7 @@ async def _publish_audio_to_stream( client_id: str, sample_rate: int, channels: int, - sample_width: int + sample_width: int, ) -> None: """ Publish audio chunk to Redis Stream with chunk tracking. @@ -589,28 +642,23 @@ async def _publish_audio_to_stream( channels: Number of channels sample_width: Bytes per sample """ - if not hasattr(client_state, 'stream_session_id'): - application_logger.warning(f"⚠️ Received audio chunk before session initialized for {client_id}") + if not hasattr(client_state, "stream_session_id"): + application_logger.warning( + f"⚠️ Received audio chunk before session initialized for {client_id}" + ) return session_id = client_state.stream_session_id - # Increment chunk count in Redis (single source of truth) and format chunk ID - session_key = f"audio:session:{session_id}" - redis_client = audio_stream_producer.redis_client - chunk_count = await redis_client.hincrby(session_key, "chunks_published", 1) - chunk_id = f"{chunk_count:05d}" - - # Publish to Redis Stream using producer + # Publish to Redis Stream using producer (producer owns chunk counting) await audio_stream_producer.add_audio_chunk( audio_data=audio_data, session_id=session_id, - chunk_id=chunk_id, user_id=user_id, client_id=client_id, sample_rate=sample_rate, channels=channels, - sample_width=sample_width + sample_width=sample_width, ) @@ -621,7 +669,7 @@ async def _handle_omi_audio_chunk( decode_packet_fn, user_id: str, client_id: str, - packet_count: int + packet_count: int, ) -> None: """ Handle OMI audio chunk: decode Opus to PCM, then publish to stream. @@ -638,7 +686,9 @@ async def _handle_omi_audio_chunk( # Decode Opus to PCM start_time = time.time() loop = asyncio.get_running_loop() - pcm_data = await loop.run_in_executor(_DEC_IO_EXECUTOR, decode_packet_fn, opus_payload) + pcm_data = await loop.run_in_executor( + _DEC_IO_EXECUTOR, decode_packet_fn, opus_payload + ) decode_time = time.time() - start_time if pcm_data: @@ -657,7 +707,7 @@ async def _handle_omi_audio_chunk( client_id, OMI_SAMPLE_RATE, OMI_CHANNELS, - OMI_SAMPLE_WIDTH + OMI_SAMPLE_WIDTH, ) else: # Log decode failures for first 5 packets @@ -675,7 +725,7 @@ async def _handle_streaming_mode_audio( user_id: str, user_email: str, client_id: str, - websocket: Optional[WebSocket] = None + websocket: Optional[WebSocket] = None, ) -> Optional[asyncio.Task]: """ Handle audio chunk in streaming mode. @@ -695,7 +745,7 @@ async def _handle_streaming_mode_audio( """ # Initialize session if needed subscriber_task = None - if not hasattr(client_state, 'stream_session_id'): + if not hasattr(client_state, "stream_session_id"): subscriber_task = await _initialize_streaming_session( client_state, audio_stream_producer, @@ -703,7 +753,7 @@ async def _handle_streaming_mode_audio( user_email, client_id, audio_format, - websocket=websocket # Pass WebSocket to launch interim results subscriber + websocket=websocket, # Pass WebSocket to launch interim results subscriber ) # Publish to Redis Stream @@ -715,17 +765,14 @@ async def _handle_streaming_mode_audio( client_id, audio_format.get("rate", 16000), audio_format.get("channels", 1), - audio_format.get("width", 2) + audio_format.get("width", 2), ) return subscriber_task async def _handle_batch_mode_audio( - client_state, - audio_data: bytes, - audio_format: dict, - client_id: str + client_state, audio_data: bytes, audio_format: dict, client_id: str ) -> None: """ Handle audio chunk in batch mode with rolling 30-minute limit. @@ -737,7 +784,7 @@ async def _handle_batch_mode_audio( client_id: Client ID """ # Initialize batch accumulator if needed - if not hasattr(client_state, 'batch_audio_chunks'): + if not hasattr(client_state, "batch_audio_chunks"): client_state.batch_audio_chunks = [] client_state.batch_audio_format = audio_format client_state.batch_audio_bytes = 0 # Track total bytes @@ -774,7 +821,7 @@ async def _handle_batch_mode_audio( user_id=client_state.user_id, # Need to store these on session start user_email=client_state.user_email, client_id=client_state.client_id, - batch_number=client_state.batch_chunks_processed + 1 + batch_number=client_state.batch_chunks_processed + 1, ) # Clear buffer for next batch @@ -796,7 +843,7 @@ async def _handle_audio_chunk( user_id: str, user_email: str, client_id: str, - websocket: Optional[WebSocket] = None + websocket: Optional[WebSocket] = None, ) -> Optional[asyncio.Task]: """ Route audio chunk to appropriate mode handler (streaming or batch). @@ -814,13 +861,18 @@ async def _handle_audio_chunk( Returns: Interim results subscriber task if websocket provided and streaming mode, None otherwise """ - recording_mode = getattr(client_state, 'recording_mode', 'batch') + recording_mode = getattr(client_state, "recording_mode", "batch") if recording_mode == "streaming": return await _handle_streaming_mode_audio( - client_state, audio_stream_producer, audio_data, - audio_format, user_id, user_email, client_id, - websocket=websocket + client_state, + audio_stream_producer, + audio_data, + audio_format, + user_id, + user_email, + client_id, + websocket=websocket, ) else: await _handle_batch_mode_audio( @@ -833,7 +885,7 @@ async def _handle_audio_session_start( client_state, audio_format: dict, client_id: str, - websocket: Optional[WebSocket] = None + websocket: Optional[WebSocket] = None, ) -> tuple[bool, str]: """ Handle audio-start event - validate mode and set recording mode. @@ -878,14 +930,20 @@ async def _handle_audio_session_start( "type": "error", "error": "streaming_not_configured", "message": error_msg, - "code": 400 + "code": 400, } await websocket.send_json(error_response) - application_logger.info(f"πŸ“€ Sent streaming error to WebUI client {client_id}") + application_logger.info( + f"πŸ“€ Sent streaming error to WebUI client {client_id}" + ) # Close the websocket connection after sending error - await websocket.close(code=1008, reason="Streaming transcription not configured") - application_logger.info(f"πŸ”Œ Closed WebSocket connection for {client_id} due to streaming config error") + await websocket.close( + code=1008, reason="Streaming transcription not configured" + ) + application_logger.info( + f"πŸ”Œ Closed WebSocket connection for {client_id} due to streaming config error" + ) # Raise ValueError to exit the handler completely raise ValueError(error_msg) @@ -917,11 +975,7 @@ async def _handle_audio_session_start( async def _handle_audio_session_stop( - client_state, - audio_stream_producer, - user_id: str, - user_email: str, - client_id: str + client_state, audio_stream_producer, user_id: str, user_email: str, client_id: str ) -> bool: """ Handle audio-stop event - finalize session based on mode. @@ -936,13 +990,14 @@ async def _handle_audio_session_stop( Returns: False to switch back to control mode """ - recording_mode = getattr(client_state, 'recording_mode', 'batch') - application_logger.info(f"πŸ›‘ Audio session stopped for {client_id} (mode: {recording_mode})") + recording_mode = getattr(client_state, "recording_mode", "batch") + application_logger.info( + f"πŸ›‘ Audio session stopped for {client_id} (mode: {recording_mode})" + ) if recording_mode == "streaming": await _finalize_streaming_session( - client_state, audio_stream_producer, - user_id, user_email, client_id + client_state, audio_stream_producer, user_id, user_email, client_id ) else: await _process_batch_audio_complete( @@ -965,14 +1020,11 @@ async def _handle_button_event( Args: client_state: Client state object - button_state: Button state string (e.g., "SINGLE_TAP", "DOUBLE_TAP") + button_state: Button state string (e.g., "SINGLE_PRESS", "DOUBLE_PRESS") user_id: User ID client_id: Client ID """ - from advanced_omi_backend.plugins.events import ( - BUTTON_STATE_TO_EVENT, - ButtonState, - ) + from advanced_omi_backend.plugins.events import BUTTON_STATE_TO_EVENT, ButtonState from advanced_omi_backend.services.plugin_service import get_plugin_router timestamp = time.time() @@ -993,7 +1045,6 @@ async def _handle_button_event( } client_state.add_marker(marker) - # Map device button state to typed plugin event try: button_state_enum = ButtonState(button_state) @@ -1016,243 +1067,276 @@ async def _handle_button_event( "state": button_state_enum.value, "timestamp": timestamp, "audio_uuid": audio_uuid, - "session_id": getattr(client_state, 'stream_session_id', None), + "session_id": getattr(client_state, "stream_session_id", None), "client_id": client_id, }, ) -async def _process_rolling_batch( +async def _create_batch_conversation_and_enqueue( client_state, user_id: str, - user_email: str, client_id: str, - batch_number: int -) -> None: - """ - Process accumulated batch audio as a rolling segment. - - Creates conversation titled "Recording Part {batch_number}" and enqueues transcription. + title: str, + trigger: str, + job_id_prefix: str, + enqueue_post_jobs: bool = False, + attach_markers: bool = False, +) -> Optional[str]: + """Create conversation from batch audio, store chunks, enqueue transcription. Args: client_state: Client state with batch_audio_chunks user_id: User ID - user_email: User email client_id: Client ID - batch_number: Sequential batch number (1, 2, 3...) - """ - if not hasattr(client_state, 'batch_audio_chunks') or not client_state.batch_audio_chunks: - application_logger.warning(f"⚠️ No audio chunks to process for rolling batch") - return + title: Conversation title + trigger: Trigger string for transcription job + job_id_prefix: Prefix for the transcription job ID + enqueue_post_jobs: If True, chain post-conversation jobs after transcription + attach_markers: If True, copy client_state.markers to conversation - try: - from advanced_omi_backend.models.conversation import create_conversation - from advanced_omi_backend.utils.audio_chunk_utils import convert_audio_to_chunks + Returns: + conversation_id on success, None on failure. + """ + from advanced_omi_backend.config import get_transcription_job_timeout + from advanced_omi_backend.controllers.queue_controller import ( + JOB_RESULT_TTL, + transcription_queue, + ) + from advanced_omi_backend.models.conversation import create_conversation + from advanced_omi_backend.utils.audio_chunk_utils import convert_audio_to_chunks + from advanced_omi_backend.workers.transcription_jobs import ( + transcribe_full_audio_job, + ) - # Combine chunks - complete_audio = b''.join(client_state.batch_audio_chunks) - application_logger.info( - f"πŸ“¦ Rolling batch #{batch_number}: Combined {len(client_state.batch_audio_chunks)} chunks " - f"into {len(complete_audio)} bytes" - ) + complete_audio = b"".join(client_state.batch_audio_chunks) + audio_format = getattr(client_state, "batch_audio_format", {}) + sample_rate = audio_format.get("rate", 16000) + sample_width = audio_format.get("width", 2) + channels = audio_format.get("channels", 1) - # Get audio format - audio_format = getattr(client_state, 'batch_audio_format', {}) - sample_rate = audio_format.get("rate", 16000) - width = audio_format.get("width", 2) - channels = audio_format.get("channels", 1) + application_logger.info( + f"πŸ“¦ Batch: Combined {len(client_state.batch_audio_chunks)} chunks " + f"into {len(complete_audio)} bytes (title={title})" + ) - # Create conversation with batch number in title - conversation = create_conversation( - user_id=user_id, - client_id=client_id, - title=f"Recording Part {batch_number}", - summary="Rolling batch processing..." - ) - await conversation.insert() - conversation_id = conversation.conversation_id # Get the auto-generated ID + # Create conversation + conversation = create_conversation( + user_id=user_id, + client_id=client_id, + title=title, + summary="Processing batch audio...", + ) + if attach_markers and client_state.markers: + conversation.markers = list(client_state.markers) + client_state.markers.clear() + await conversation.insert() + conversation_id = conversation.conversation_id - # Convert to MongoDB chunks + # Convert audio to MongoDB chunks + try: num_chunks = await convert_audio_to_chunks( conversation_id=conversation_id, audio_data=complete_audio, sample_rate=sample_rate, channels=channels, - sample_width=width + sample_width=sample_width, ) - - # Enqueue transcription job - from advanced_omi_backend.controllers.queue_controller import ( - JOB_RESULT_TTL, - transcription_queue, + application_logger.info( + f"πŸ“¦ Batch: Converted to {num_chunks} MongoDB chunks ({conversation_id[:12]})" ) - from advanced_omi_backend.workers.transcription_jobs import ( - transcribe_full_audio_job, + except Exception as chunk_error: + application_logger.error( + f"Failed to convert batch audio to chunks: {chunk_error}", exc_info=True ) - version_id = str(uuid.uuid4()) - transcribe_job_id = f"transcribe_rolling_{conversation_id[:12]}_{batch_number}" - - from advanced_omi_backend.config import get_transcription_job_timeout - - transcription_job = transcription_queue.enqueue( - transcribe_full_audio_job, - conversation_id, - version_id, - f"rolling_batch_{batch_number}", # trigger - job_timeout=get_transcription_job_timeout(), - result_ttl=JOB_RESULT_TTL, - job_id=transcribe_job_id, - description=f"Transcribe rolling batch #{batch_number} {conversation_id[:8]}", - meta={'conversation_id': conversation_id, 'client_id': client_id, 'batch_number': batch_number} + # Enqueue transcription job + version_id = str(uuid.uuid4()) + transcription_job = transcription_queue.enqueue( + transcribe_full_audio_job, + conversation_id, + version_id, + trigger, + job_timeout=get_transcription_job_timeout(), + result_ttl=JOB_RESULT_TTL, + job_id=f"{job_id_prefix}_{conversation_id[:12]}", + description=f"Transcribe {title.lower()} {conversation_id[:8]}", + meta={"conversation_id": conversation_id, "client_id": client_id}, + ) + + application_logger.info( + f"πŸ“₯ Batch: Enqueued transcription job {transcription_job.id}" + ) + + # Optionally chain post-conversation jobs + if enqueue_post_jobs: + from advanced_omi_backend.controllers.queue_controller import ( + start_post_conversation_jobs, ) + job_ids = start_post_conversation_jobs( + conversation_id=conversation_id, + user_id=None, + depends_on_job=transcription_job, + client_id=client_id, + ) application_logger.info( - f"βœ… Rolling batch #{batch_number} created conversation {conversation_id}, " - f"enqueued transcription job {transcription_job.id}" + f"βœ… Batch: Enqueued job chain for {conversation_id} β€” " + f"transcription ({transcription_job.id}) β†’ " + f"speaker ({job_ids['speaker_recognition']}) β†’ " + f"memory ({job_ids['memory']})" ) - except Exception as e: - application_logger.error( - f"❌ Failed to process rolling batch #{batch_number}: {e}", - exc_info=True - ) + return conversation_id -async def _process_batch_audio_complete( - client_state, - user_id: str, - user_email: str, - client_id: str +async def _process_rolling_batch( + client_state, user_id: str, user_email: str, client_id: str, batch_number: int ) -> None: - """ - Process completed batch audio: write file, create conversation, enqueue jobs. - - Args: - client_state: Client state with batch_audio_chunks - user_id: User ID - user_email: User email - client_id: Client ID - """ - if not hasattr(client_state, 'batch_audio_chunks') or not client_state.batch_audio_chunks: - application_logger.warning(f"⚠️ Batch mode: No audio chunks accumulated for {client_id}") + """Process accumulated batch audio as a rolling segment.""" + if ( + not hasattr(client_state, "batch_audio_chunks") + or not client_state.batch_audio_chunks + ): + application_logger.warning(f"⚠️ No audio chunks to process for rolling batch") return try: - from advanced_omi_backend.models.conversation import create_conversation - from advanced_omi_backend.utils.audio_chunk_utils import convert_audio_to_chunks - - # Combine all chunks - complete_audio = b''.join(client_state.batch_audio_chunks) - application_logger.info( - f"πŸ“¦ Batch mode: Combined {len(client_state.batch_audio_chunks)} chunks into {len(complete_audio)} bytes" + await _create_batch_conversation_and_enqueue( + client_state, + user_id=user_id, + client_id=client_id, + title=f"Recording Part {batch_number}", + trigger=f"rolling_batch_{batch_number}", + job_id_prefix=f"transcribe_rolling_{batch_number}", + ) + except Exception as e: + application_logger.error( + f"❌ Failed to process rolling batch #{batch_number}: {e}", exc_info=True ) - # Timestamp for logging - timestamp = int(time.time() * 1000) - - # Get audio format from batch metadata (set during audio-start) - audio_format = getattr(client_state, 'batch_audio_format', {}) - sample_rate = audio_format.get('rate', OMI_SAMPLE_RATE) - sample_width = audio_format.get('width', OMI_SAMPLE_WIDTH) - channels = audio_format.get('channels', OMI_CHANNELS) - - # Calculate audio duration - duration = len(complete_audio) / (sample_rate * sample_width * channels) - application_logger.info( - f"βœ… Batch mode: Processing audio ({duration:.1f}s)" +async def _process_batch_audio_complete( + client_state, user_id: str, user_email: str, client_id: str +) -> None: + """Process completed batch audio: create conversation, enqueue full job chain.""" + if ( + not hasattr(client_state, "batch_audio_chunks") + or not client_state.batch_audio_chunks + ): + application_logger.warning( + f"⚠️ Batch mode: No audio chunks accumulated for {client_id}" ) + return - # Create conversation immediately for batch audio (conversation_id auto-generated) - version_id = str(uuid.uuid4()) - - conversation = create_conversation( + try: + await _create_batch_conversation_and_enqueue( + client_state, user_id=user_id, client_id=client_id, title="Batch Recording", - summary="Processing batch audio..." + trigger="batch", + job_id_prefix="transcribe", + enqueue_post_jobs=True, + attach_markers=True, + ) + client_state.batch_audio_chunks = [] + except Exception as batch_error: + application_logger.error( + f"❌ Batch mode processing failed: {batch_error}", exc_info=True ) - # Attach any markers (e.g., button events) captured during the session - if client_state.markers: - conversation.markers = list(client_state.markers) - client_state.markers.clear() - await conversation.insert() - conversation_id = conversation.conversation_id # Get the auto-generated ID - application_logger.info(f"πŸ“ Batch mode: Created conversation {conversation_id}") - # Convert audio directly to MongoDB chunks (no disk intermediary) +async def _cleanup_websocket_connection( + client_id: Optional[str], + pending_client_id: str, + interim_subscriber_task: Optional[asyncio.Task], +) -> None: + """ + Shared cleanup for WebSocket handlers (OMI and PCM). + + Cancels the interim results subscriber, removes the pending connection + tracking entry, and tears down client state. + + Args: + client_id: Actual client ID (may be None if auth failed) + pending_client_id: Temporary tracking ID to discard + interim_subscriber_task: Background task forwarding interim transcripts + """ + # Cancel interim results subscriber task if running + if interim_subscriber_task and not interim_subscriber_task.done(): + interim_subscriber_task.cancel() try: - num_chunks = await convert_audio_to_chunks( - conversation_id=conversation_id, - audio_data=complete_audio, - sample_rate=sample_rate, - channels=channels, - sample_width=sample_width, - ) + await interim_subscriber_task + except asyncio.CancelledError: application_logger.info( - f"πŸ“¦ Batch mode: Converted to {num_chunks} MongoDB chunks " - f"(conversation {conversation_id[:12]})" + f"Interim subscriber task cancelled for {client_id}" ) - except Exception as chunk_error: + except Exception as task_error: application_logger.error( - f"Failed to convert batch audio to chunks: {chunk_error}", - exc_info=True + f"Error cancelling interim subscriber task: {task_error}" ) - # Continue anyway - transcription job will handle it - # Enqueue batch transcription job first (file uploads need transcription) - from advanced_omi_backend.controllers.queue_controller import ( - JOB_RESULT_TTL, - start_post_conversation_jobs, - transcription_queue, - ) - from advanced_omi_backend.workers.transcription_jobs import ( - transcribe_full_audio_job, - ) + # Clean up pending connection tracking + pending_connections.discard(pending_client_id) - version_id = str(uuid.uuid4()) - transcribe_job_id = f"transcribe_{conversation_id[:12]}" - - from advanced_omi_backend.config import get_transcription_job_timeout - - transcription_job = transcription_queue.enqueue( - transcribe_full_audio_job, - conversation_id, - version_id, - "batch", # trigger - job_timeout=get_transcription_job_timeout(), - result_ttl=JOB_RESULT_TTL, - job_id=transcribe_job_id, - description=f"Transcribe batch audio {conversation_id[:8]}", - meta={'conversation_id': conversation_id, 'client_id': client_id} - ) + # Ensure cleanup happens even if client_id is None + if client_id: + try: + await cleanup_client_state(client_id) + except Exception as cleanup_error: + application_logger.error( + f"Error during cleanup for client {client_id}: {cleanup_error}", + exc_info=True, + ) - application_logger.info(f"πŸ“₯ Batch mode: Enqueued transcription job {transcription_job.id}") - # Enqueue post-conversation processing job chain (depends on transcription) - job_ids = start_post_conversation_jobs( - conversation_id=conversation_id, - user_id=None, # Will be read from conversation in DB by jobs - depends_on_job=transcription_job, # Wait for transcription to complete - client_id=client_id # Pass client_id for UI tracking - ) +from contextlib import asynccontextmanager - application_logger.info( - f"βœ… Batch mode: Enqueued job chain for {conversation_id} - " - f"transcription ({transcription_job.id}) β†’ " - f"speaker ({job_ids['speaker_recognition']}) β†’ " - f"memory ({job_ids['memory']})" + +@asynccontextmanager +async def _websocket_session(ws, token, device_name, connection_type): + """Lifecycle wrapper: pending tracking, auth, client setup, cleanup. + + Yields (client_id, client_state, user, audio_stream_producer, interim_holder) + on success, or None if auth failed. + interim_holder is a mutable list β€” the inner loop sets interim_holder[0] = task. + """ + pending_client_id = f"pending_{uuid.uuid4()}" + pending_connections.add(pending_client_id) + + client_id = None + interim_holder = [None] # mutable so inner loop can update + + try: + client_id, client_state, user = await _setup_websocket_connection( + ws, token, device_name, pending_client_id, connection_type ) + if not user: + yield None + return - # Clear accumulated chunks - client_state.batch_audio_chunks = [] + # Store user context on client state up front (shared by all handlers) + client_state.user_id = user.user_id + client_state.user_email = user.email + client_state.client_id = client_id - except Exception as batch_error: + audio_stream_producer = get_audio_stream_producer() + + yield (client_id, client_state, user, audio_stream_producer, interim_holder) + + except WebSocketDisconnect: + application_logger.info( + f"πŸ”Œ {connection_type} WebSocket disconnected β€” Client: {client_id}" + ) + except Exception as e: application_logger.error( - f"❌ Batch mode processing failed: {batch_error}", - exc_info=True + f"❌ {connection_type} WebSocket error for client {client_id}: {e}", + exc_info=True, + ) + finally: + await _cleanup_websocket_connection( + client_id, pending_client_id, interim_holder[0] ) @@ -1262,29 +1346,15 @@ async def handle_omi_websocket( device_name: Optional[str] = None, ): """Handle OMI WebSocket connections with Opus decoding.""" - # Generate pending client_id to track connection even if auth fails - pending_client_id = f"pending_{uuid.uuid4()}" - pending_connections.add(pending_client_id) - - client_id = None - client_state = None - interim_subscriber_task = None - - try: - # Setup connection (accept, auth, create client state) - client_id, client_state, user = await _setup_websocket_connection( - ws, token, device_name, pending_client_id, "OMI" - ) - if not user: + async with _websocket_session(ws, token, device_name, "OMI") as session: + if session is None: return + client_id, client_state, user, audio_stream_producer, interim_holder = session # OMI-specific: Setup Opus decoder decoder = OmiOpusDecoder() _decode_packet = partial(decoder.decode_packet, strip_header=False) - # Get singleton audio stream producer - audio_stream_producer = get_audio_stream_producer() - packet_count = 0 total_bytes = 0 @@ -1293,36 +1363,37 @@ async def handle_omi_websocket( header, payload = await parse_wyoming_protocol(ws) if header["type"] == "audio-start": - # Handle audio session start - application_logger.info(f"πŸ”΄ BACKEND: Received audio-start in OMI MODE for {client_id} (header={header})") + application_logger.info( + f"πŸ”΄ BACKEND: Received audio-start in OMI MODE for {client_id} (header={header})" + ) application_logger.info(f"πŸŽ™οΈ OMI audio session started for {client_id}") - # Store user context on client state - client_state.user_id = user.user_id - client_state.user_email = user.email - client_state.client_id = client_id - - interim_subscriber_task = await _initialize_streaming_session( + interim_holder[0] = await _initialize_streaming_session( client_state, audio_stream_producer, user.user_id, user.email, client_id, - header.get("data", {"rate": OMI_SAMPLE_RATE, "width": OMI_SAMPLE_WIDTH, "channels": OMI_CHANNELS}), - websocket=ws # Pass WebSocket to launch interim results subscriber + header.get( + "data", + { + "rate": OMI_SAMPLE_RATE, + "width": OMI_SAMPLE_WIDTH, + "channels": OMI_CHANNELS, + }, + ), + websocket=ws, ) elif header["type"] == "audio-chunk" and payload: packet_count += 1 total_bytes += len(payload) - # Log progress if packet_count <= 5 or packet_count % 1000 == 0: application_logger.info( f"🎡 Received OMI audio chunk #{packet_count}: {len(payload)} bytes" ) - # Handle OMI audio chunk (Opus decode + publish to stream) await _handle_omi_audio_chunk( client_state, audio_stream_producer, @@ -1330,32 +1401,28 @@ async def handle_omi_websocket( _decode_packet, user.user_id, client_id, - packet_count + packet_count, ) - # Log progress every 1000th packet if packet_count % 1000 == 0: application_logger.info( f"πŸ“Š Processed {packet_count} OMI packets ({total_bytes} bytes total)" ) elif header["type"] == "audio-stop": - # Handle audio session stop application_logger.info( f"πŸ›‘ OMI audio session stopped for {client_id} - " f"Total chunks: {packet_count}, Total bytes: {total_bytes}" ) - # Finalize session using helper function await _finalize_streaming_session( client_state, audio_stream_producer, user.user_id, user.email, - client_id + client_id, ) - # Reset counters for next session packet_count = 0 total_bytes = 0 @@ -1367,114 +1434,75 @@ async def handle_omi_websocket( ) else: - # Unknown event type application_logger.debug( f"Ignoring Wyoming event type '{header['type']}' for OMI client {client_id}" ) - except WebSocketDisconnect: - application_logger.info( - f"πŸ”Œ WebSocket disconnected - Client: {client_id}, Packets: {packet_count}, Total bytes: {total_bytes}" - ) - except Exception as e: - application_logger.error(f"❌ WebSocket error for client {client_id}: {e}", exc_info=True) - finally: - # Cancel interim results subscriber task if running - if interim_subscriber_task and not interim_subscriber_task.done(): - interim_subscriber_task.cancel() - try: - await interim_subscriber_task - except asyncio.CancelledError: - application_logger.info(f"Interim subscriber task cancelled for {client_id}") - except Exception as task_error: - application_logger.error(f"Error cancelling interim subscriber task: {task_error}") - - # Clean up pending connection tracking - pending_connections.discard(pending_client_id) - - # Ensure cleanup happens even if client_id is None - if client_id: - try: - # Clean up client state - await cleanup_client_state(client_id) - except Exception as cleanup_error: - application_logger.error( - f"Error during cleanup for client {client_id}: {cleanup_error}", exc_info=True - ) - async def handle_pcm_websocket( - ws: WebSocket, - token: Optional[str] = None, - device_name: Optional[str] = None + ws: WebSocket, token: Optional[str] = None, device_name: Optional[str] = None ): """Handle PCM WebSocket connections with batch and streaming mode support.""" - # Generate pending client_id to track connection even if auth fails - pending_client_id = f"pending_{uuid.uuid4()}" - pending_connections.add(pending_client_id) - - client_id = None - client_state = None - interim_subscriber_task = None - - try: - # Setup connection (accept, auth, create client state) - client_id, client_state, user = await _setup_websocket_connection( - ws, token, device_name, pending_client_id, "PCM" - ) - if not user: + async with _websocket_session(ws, token, device_name, "PCM") as session: + if session is None: return - - # Get singleton audio stream producer - audio_stream_producer = get_audio_stream_producer() + client_id, client_state, user, audio_stream_producer, interim_holder = session packet_count = 0 total_bytes = 0 - audio_streaming = False # Track if audio session is active + audio_streaming = False while True: try: if not audio_streaming: # Control message mode - parse Wyoming protocol - application_logger.debug(f"πŸ”„ Control mode for {client_id}, WebSocket state: {ws.client_state if hasattr(ws, 'client_state') else 'unknown'}") - application_logger.debug(f"πŸ“¨ About to receive control message for {client_id}") + application_logger.debug( + f"πŸ”„ Control mode for {client_id}, WebSocket state: {ws.client_state if hasattr(ws, 'client_state') else 'unknown'}" + ) + application_logger.debug( + f"πŸ“¨ About to receive control message for {client_id}" + ) header, payload = await parse_wyoming_protocol(ws) - application_logger.debug(f"βœ… Received message type: {header.get('type')} for {client_id}") + application_logger.debug( + f"βœ… Received message type: {header.get('type')} for {client_id}" + ) if header["type"] == "audio-start": - application_logger.info(f"πŸ”΄ BACKEND: Received audio-start in CONTROL MODE for {client_id}") - application_logger.debug(f"πŸŽ™οΈ Processing audio-start for {client_id}") - - # Store user context on client state for rolling batch processing - client_state.user_id = user.user_id - client_state.user_email = user.email - client_state.client_id = client_id - - # Handle audio session start using helper function (pass websocket for error handling) - audio_streaming, recording_mode = await _handle_audio_session_start( - client_state, - header.get("data", {}), - client_id, - websocket=ws # Pass websocket for WebUI error display + application_logger.info( + f"πŸ”΄ BACKEND: Received audio-start in CONTROL MODE for {client_id}" + ) + application_logger.debug( + f"πŸŽ™οΈ Processing audio-start for {client_id}" + ) + + # Handle audio session start (pass websocket for error handling) + audio_streaming, recording_mode = ( + await _handle_audio_session_start( + client_state, + header.get("data", {}), + client_id, + websocket=ws, + ) ) # Initialize streaming session if recording_mode == "streaming": - application_logger.info(f"πŸ”΄ BACKEND: Initializing streaming session for {client_id}") - interim_subscriber_task = await _initialize_streaming_session( + application_logger.info( + f"πŸ”΄ BACKEND: Initializing streaming session for {client_id}" + ) + interim_holder[0] = await _initialize_streaming_session( client_state, audio_stream_producer, user.user_id, user.email, client_id, header.get("data", {}), - websocket=ws + websocket=ws, ) - continue # Continue to audio streaming mode - + continue + elif header["type"] == "ping": - # Handle keepalive ping from frontend application_logger.debug(f"πŸ“ Received ping from {client_id}") continue @@ -1487,67 +1515,73 @@ async def handle_pcm_websocket( continue else: - # Unknown control message type application_logger.debug( f"Ignoring Wyoming control event type '{header['type']}' for {client_id}" ) continue - + else: - # Audio streaming mode - receive raw bytes (like speaker recognition) - application_logger.debug(f"🎡 Audio streaming mode for {client_id} - waiting for audio data") - + # Audio streaming mode + application_logger.debug( + f"🎡 Audio streaming mode for {client_id} - waiting for audio data" + ) + try: - # Receive raw audio bytes or check for control messages message = await ws.receive() - - - # Check if it's a disconnect - if "type" in message and message["type"] == "websocket.disconnect": + + if ( + "type" in message + and message["type"] == "websocket.disconnect" + ): code = message.get("code", 1000) reason = message.get("reason", "") - application_logger.info(f"πŸ”Œ WebSocket disconnect during audio streaming for {client_id}. Code: {code}, Reason: {reason}") + application_logger.info( + f"πŸ”Œ WebSocket disconnect during audio streaming for {client_id}. Code: {code}, Reason: {reason}" + ) break - - # Check if it's a text message (control message like audio-stop) + if "text" in message: try: control_header = json.loads(message["text"].strip()) if control_header.get("type") == "audio-stop": - # Handle audio session stop using helper function audio_streaming = await _handle_audio_session_stop( client_state, audio_stream_producer, user.user_id, user.email, - client_id + client_id, ) - # Reset counters for next session packet_count = 0 total_bytes = 0 continue elif control_header.get("type") == "ping": - application_logger.debug(f"πŸ“ Received ping during streaming from {client_id}") + application_logger.debug( + f"πŸ“ Received ping during streaming from {client_id}" + ) continue elif control_header.get("type") == "audio-start": - # Handle duplicate audio-start messages gracefully (idempotent behavior) - application_logger.info(f"πŸ”„ Ignoring duplicate audio-start message during streaming for {client_id}") + application_logger.info( + f"πŸ”„ Ignoring duplicate audio-start message during streaming for {client_id}" + ) continue elif control_header.get("type") == "audio-chunk": - # Handle Wyoming protocol audio-chunk with binary payload - payload_length = control_header.get("payload_length") + payload_length = control_header.get( + "payload_length" + ) if payload_length and payload_length > 0: - # Receive the binary audio data payload_msg = await ws.receive() if "bytes" in payload_msg: audio_data = payload_msg["bytes"] packet_count += 1 total_bytes += len(audio_data) - application_logger.debug(f"🎡 Received audio chunk #{packet_count}: {len(audio_data)} bytes") + application_logger.debug( + f"🎡 Received audio chunk #{packet_count}: {len(audio_data)} bytes" + ) - # Route to appropriate mode handler - audio_format = control_header.get("data", {}) + audio_format = control_header.get( + "data", {} + ) task = await _handle_audio_chunk( client_state, audio_stream_producer, @@ -1556,41 +1590,50 @@ async def handle_pcm_websocket( user.user_id, user.email, client_id, - websocket=ws + websocket=ws, ) - # Store subscriber task if it was created (first streaming chunk) - if task and not interim_subscriber_task: - interim_subscriber_task = task + if task and not interim_holder[0]: + interim_holder[0] = task else: - application_logger.warning(f"Expected binary payload for audio-chunk, got: {payload_msg.keys()}") + application_logger.warning( + f"Expected binary payload for audio-chunk, got: {payload_msg.keys()}" + ) else: - application_logger.warning(f"audio-chunk missing payload_length: {payload_length}") + application_logger.warning( + f"audio-chunk missing payload_length: {payload_length}" + ) continue elif control_header.get("type") == "button-event": button_data = control_header.get("data", {}) button_state = button_data.get("state", "unknown") await _handle_button_event( - client_state, button_state, user.user_id, client_id + client_state, + button_state, + user.user_id, + client_id, ) continue else: - application_logger.warning(f"Unknown control message during streaming: {control_header.get('type')}") + application_logger.warning( + f"Unknown control message during streaming: {control_header.get('type')}" + ) continue except json.JSONDecodeError: - application_logger.warning(f"Invalid control message during streaming for {client_id}") + application_logger.warning( + f"Invalid control message during streaming for {client_id}" + ) continue - - # Check if it's binary data (raw audio without Wyoming protocol) + elif "bytes" in message: - # Raw binary audio data (legacy support) audio_data = message["bytes"] packet_count += 1 total_bytes += len(audio_data) - application_logger.debug(f"🎡 Received raw audio chunk #{packet_count}: {len(audio_data)} bytes") + application_logger.debug( + f"🎡 Received raw audio chunk #{packet_count}: {len(audio_data)} bytes" + ) - # Route to appropriate mode handler with default format default_format = {"rate": 16000, "width": 2, "channels": 1} task = await _handle_audio_chunk( client_state, @@ -1600,18 +1643,21 @@ async def handle_pcm_websocket( user.user_id, user.email, client_id, - websocket=ws + websocket=ws, ) - # Store subscriber task if it was created (first streaming chunk) - if task and not interim_subscriber_task: - interim_subscriber_task = task - + if task and not interim_holder[0]: + interim_holder[0] = task + else: - application_logger.warning(f"Unexpected message format in streaming mode: {message.keys()}") + application_logger.warning( + f"Unexpected message format in streaming mode: {message.keys()}" + ) continue - + except Exception as streaming_error: - application_logger.error(f"Error in audio streaming mode: {streaming_error}") + application_logger.error( + f"Error in audio streaming mode: {streaming_error}" + ) if "disconnect" in str(streaming_error).lower(): break continue @@ -1621,24 +1667,21 @@ async def handle_pcm_websocket( f"πŸ”Œ WebSocket disconnected during message processing for {client_id}. " f"Code: {e.code}, Reason: {e.reason}" ) - break # Exit the loop on disconnect + break except json.JSONDecodeError as e: application_logger.error( f"❌ JSON decode error in Wyoming protocol for {client_id}: {e}" ) - continue # Skip this message but don't disconnect + continue except ValueError as e: - application_logger.error( - f"❌ Protocol error for {client_id}: {e}" - ) - continue # Skip this message but don't disconnect + application_logger.error(f"❌ Protocol error for {client_id}: {e}") + continue except RuntimeError as e: - # Handle "Cannot call receive once a disconnect message has been received" if "disconnect" in str(e).lower(): application_logger.info( f"πŸ”Œ WebSocket already disconnected for {client_id}: {e}" ) - break # Exit the loop on disconnect + break else: application_logger.error( f"❌ Runtime error for {client_id}: {e}", exc_info=True @@ -1646,46 +1689,18 @@ async def handle_pcm_websocket( continue except Exception as e: application_logger.error( - f"❌ Unexpected error processing message for {client_id}: {e}", exc_info=True + f"❌ Unexpected error processing message for {client_id}: {e}", + exc_info=True, ) - # Check if it's a connection-related error error_msg = str(e).lower() - if "disconnect" in error_msg or "closed" in error_msg or "receive" in error_msg: + if ( + "disconnect" in error_msg + or "closed" in error_msg + or "receive" in error_msg + ): application_logger.info( f"πŸ”Œ Connection issue detected for {client_id}, exiting loop" ) break else: - continue # Skip this message for other errors - - except WebSocketDisconnect: - application_logger.info( - f"πŸ”Œ PCM WebSocket disconnected - Client: {client_id}, Packets: {packet_count}, Total bytes: {total_bytes}" - ) - except Exception as e: - application_logger.error( - f"❌ PCM WebSocket error for client {client_id}: {e}", exc_info=True - ) - finally: - # Cancel interim results subscriber task if running - if interim_subscriber_task and not interim_subscriber_task.done(): - interim_subscriber_task.cancel() - try: - await interim_subscriber_task - except asyncio.CancelledError: - application_logger.info(f"Interim subscriber task cancelled for {client_id}") - except Exception as task_error: - application_logger.error(f"Error cancelling interim subscriber task: {task_error}") - - # Clean up pending connection tracking - pending_connections.discard(pending_client_id) - - # Ensure cleanup happens even if client_id is None - if client_id: - try: - # Clean up client state - await cleanup_client_state(client_id) - except Exception as cleanup_error: - application_logger.error( - f"Error during cleanup for client {client_id}: {cleanup_error}", exc_info=True - ) + continue diff --git a/backends/advanced/src/advanced_omi_backend/observability/__init__.py b/backends/advanced/src/advanced_omi_backend/observability/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/backends/advanced/src/advanced_omi_backend/observability/otel_setup.py b/backends/advanced/src/advanced_omi_backend/observability/otel_setup.py new file mode 100644 index 00000000..9c891aeb --- /dev/null +++ b/backends/advanced/src/advanced_omi_backend/observability/otel_setup.py @@ -0,0 +1,129 @@ +"""OpenTelemetry setup and session management. + +Uses OpenInference semantic conventions (session.id) so that any +compatible observability backend (Galileo, Arize Phoenix, Langfuse, etc.) +can group traces by session. +""" + +import contextvars +import logging +import os +from functools import lru_cache + +logger = logging.getLogger(__name__) + +_otel_initialised = False + +# Per-task/thread token so concurrent conversations don't clobber each other. +_session_token_var: contextvars.ContextVar[object | None] = contextvars.ContextVar( + "_otel_session_token", default=None +) + + +@lru_cache(maxsize=1) +def is_galileo_enabled() -> bool: + """Check if Galileo OTEL is configured.""" + return bool(os.getenv("GALILEO_API_KEY")) + + +def is_otel_enabled() -> bool: + """Check if any OTel exporter has been initialised.""" + return _otel_initialised + + +def set_otel_session(session_id: str) -> None: + """Attach *session_id* to the OTel context (OpenInference ``session.id``). + + All subsequent spans on this thread/context will carry the session ID, + regardless of which observability backend is consuming them. + Safe to call concurrently from different asyncio tasks or threads. + """ + if not is_otel_enabled(): + return + try: + from openinference.semconv.trace import SpanAttributes + from opentelemetry.context import attach, get_current, set_value + + clear_otel_session() + ctx = set_value(SpanAttributes.SESSION_ID, session_id, get_current()) + _session_token_var.set(attach(ctx)) + except ImportError: + pass + + +def clear_otel_session() -> None: + """Detach the current session from the OTel context.""" + token = _session_token_var.get() + if token is None: + return + try: + from opentelemetry.context import detach + + detach(token) + _session_token_var.set(None) + except Exception: + _session_token_var.set(None) + + +def init_otel() -> None: + """Initialize OTEL with Galileo exporter and OpenAI instrumentor. + + Call once at app startup. Safe to call if Galileo is not configured (no-op). + Filters out embedding spans β€” only LLM (chat completion) calls are exported. + """ + if not is_galileo_enabled(): + logger.info("Galileo not configured, skipping OTEL initialization") + return + + try: + from galileo import otel + from openinference.instrumentation.openai import OpenAIInstrumentor + from opentelemetry import context + from opentelemetry.sdk import trace as trace_sdk + from opentelemetry.sdk.trace import ReadableSpan, Span, SpanProcessor + + project = os.getenv("GALILEO_PROJECT", "chronicle") + logstream = os.getenv("GALILEO_LOG_STREAM", "default") + + class _LLMOnlyProcessor(SpanProcessor): + """Wraps GalileoSpanProcessor, dropping EMBEDDING spans.""" + + def __init__(self, inner: SpanProcessor): + self._inner = inner + + def on_start( + self, span: Span, parent_context: context.Context | None = None + ) -> None: + self._inner.on_start(span, parent_context) + + def on_end(self, span: ReadableSpan) -> None: + kind = span.attributes.get("openinference.span.kind", "") + if kind == "EMBEDDING": + return # drop + self._inner.on_end(span) + + def shutdown(self) -> None: + self._inner.shutdown() + + def force_flush(self, timeout_millis: int = 30000) -> bool: + return self._inner.force_flush(timeout_millis) + + tracer_provider = trace_sdk.TracerProvider() + galileo_processor = otel.GalileoSpanProcessor( + project=project, logstream=logstream + ) + tracer_provider.add_span_processor(_LLMOnlyProcessor(galileo_processor)) + + # Auto-instrument all OpenAI SDK calls + OpenAIInstrumentor().instrument(tracer_provider=tracer_provider) + + global _otel_initialised + _otel_initialised = True + logger.info("OTEL initialized with Galileo exporter + OpenAI instrumentor") + except ImportError: + logger.warning( + "Galileo/OTEL packages not installed. " + "Install with: uv pip install '.[galileo]'" + ) + except Exception as e: + logger.error(f"Failed to initialize OTEL: {e}") diff --git a/backends/advanced/src/advanced_omi_backend/plugins/base.py b/backends/advanced/src/advanced_omi_backend/plugins/base.py index 5c9b668d..92e926f6 100644 --- a/backends/advanced/src/advanced_omi_backend/plugins/base.py +++ b/backends/advanced/src/advanced_omi_backend/plugins/base.py @@ -6,6 +6,7 @@ - PluginResult: Result from plugin execution - BasePlugin: Abstract base class for all plugins """ + from abc import ABC, abstractmethod from dataclasses import dataclass, field from typing import Any, Dict, List, Optional @@ -14,16 +15,20 @@ @dataclass class PluginContext: """Context passed to plugin execution""" + user_id: str event: str # Event name (e.g., "transcript.streaming", "conversation.complete") data: Dict[str, Any] # Event-specific data metadata: Dict[str, Any] = field(default_factory=dict) - services: Optional[Any] = None # PluginServices instance for system/cross-plugin calls + services: Optional[Any] = ( + None # PluginServices instance for system/cross-plugin calls + ) @dataclass class PluginResult: """Result from plugin execution""" + success: bool data: Optional[Dict[str, Any]] = None message: Optional[str] = None @@ -58,9 +63,9 @@ def __init__(self, config: Dict[str, Any]): Contains: enabled, events, condition, and plugin-specific config """ self.config = config - self.enabled = config.get('enabled', False) - self.events = config.get('events', []) - self.condition = config.get('condition', {'type': 'always'}) + self.enabled = config.get("enabled", False) + self.events = config.get("events", []) + self.condition = config.get("condition", {"type": "always"}) def register_prompts(self, registry) -> None: """Register plugin prompts with the prompt registry. @@ -122,7 +127,9 @@ async def on_transcript(self, context: PluginContext) -> Optional[PluginResult]: """ pass - async def on_conversation_complete(self, context: PluginContext) -> Optional[PluginResult]: + async def on_conversation_complete( + self, context: PluginContext + ) -> Optional[PluginResult]: """ Called when conversation processing completes. @@ -137,7 +144,9 @@ async def on_conversation_complete(self, context: PluginContext) -> Optional[Plu """ pass - async def on_memory_processed(self, context: PluginContext) -> Optional[PluginResult]: + async def on_memory_processed( + self, context: PluginContext + ) -> Optional[PluginResult]: """ Called after memory extraction finishes. @@ -152,7 +161,9 @@ async def on_memory_processed(self, context: PluginContext) -> Optional[PluginRe """ pass - async def on_conversation_starred(self, context: PluginContext) -> Optional[PluginResult]: + async def on_conversation_starred( + self, context: PluginContext + ) -> Optional[PluginResult]: """ Called when a conversation is starred or unstarred. @@ -172,7 +183,7 @@ async def on_button_event(self, context: PluginContext) -> Optional[PluginResult Called when a device button event is received. Context data contains: - - state: str - Button state (e.g., "SINGLE_TAP", "DOUBLE_TAP", "LONG_PRESS") + - state: str - Button state (e.g., "SINGLE_PRESS", "DOUBLE_PRESS", "LONG_PRESS") - timestamp: float - Unix timestamp of the event - audio_uuid: str - Current audio session UUID (may be None) diff --git a/backends/advanced/src/advanced_omi_backend/plugins/events.py b/backends/advanced/src/advanced_omi_backend/plugins/events.py index 3d7ec284..7a732a04 100644 --- a/backends/advanced/src/advanced_omi_backend/plugins/events.py +++ b/backends/advanced/src/advanced_omi_backend/plugins/events.py @@ -24,32 +24,50 @@ def __new__(cls, value: str, description: str = ""): return obj # Conversation lifecycle - CONVERSATION_COMPLETE = ("conversation.complete", "Fires when conversation processing finishes (transcript ready)") - TRANSCRIPT_STREAMING = ("transcript.streaming", "Real-time transcript segments during a live conversation") - TRANSCRIPT_BATCH = ("transcript.batch", "Batch transcript from file upload processing") - MEMORY_PROCESSED = ("memory.processed", "After memories are extracted from a conversation") - CONVERSATION_STARRED = ("conversation.starred", "Fires when a conversation is starred or unstarred") + CONVERSATION_COMPLETE = ( + "conversation.complete", + "Fires when conversation processing finishes (transcript ready)", + ) + TRANSCRIPT_STREAMING = ( + "transcript.streaming", + "Real-time transcript segments during a live conversation", + ) + TRANSCRIPT_BATCH = ( + "transcript.batch", + "Batch transcript from file upload processing", + ) + MEMORY_PROCESSED = ( + "memory.processed", + "After memories are extracted from a conversation", + ) + CONVERSATION_STARRED = ( + "conversation.starred", + "Fires when a conversation is starred or unstarred", + ) # Button events (from OMI device) BUTTON_SINGLE_PRESS = ("button.single_press", "OMI device button single press") BUTTON_DOUBLE_PRESS = ("button.double_press", "OMI device button double press") # Cross-plugin communication (dispatched by PluginServices.call_plugin) - PLUGIN_ACTION = ("plugin_action", "Cross-plugin dispatch via PluginServices.call_plugin()") + PLUGIN_ACTION = ( + "plugin_action", + "Cross-plugin dispatch via PluginServices.call_plugin()", + ) class ButtonState(str, Enum): """Raw button states from OMI device firmware.""" - SINGLE_TAP = "SINGLE_TAP" - DOUBLE_TAP = "DOUBLE_TAP" + SINGLE_PRESS = "SINGLE_PRESS" + DOUBLE_PRESS = "DOUBLE_PRESS" LONG_PRESS = "LONG_PRESS" # Maps device button states to plugin events BUTTON_STATE_TO_EVENT: Dict[ButtonState, PluginEvent] = { - ButtonState.SINGLE_TAP: PluginEvent.BUTTON_SINGLE_PRESS, - ButtonState.DOUBLE_TAP: PluginEvent.BUTTON_DOUBLE_PRESS, + ButtonState.SINGLE_PRESS: PluginEvent.BUTTON_SINGLE_PRESS, + ButtonState.DOUBLE_PRESS: PluginEvent.BUTTON_DOUBLE_PRESS, } diff --git a/backends/advanced/src/advanced_omi_backend/plugins/router.py b/backends/advanced/src/advanced_omi_backend/plugins/router.py index c70ad73b..e06d3043 100644 --- a/backends/advanced/src/advanced_omi_backend/plugins/router.py +++ b/backends/advanced/src/advanced_omi_backend/plugins/router.py @@ -37,13 +37,59 @@ def normalize_text_for_wake_word(text: str) -> str: # Lowercase text = text.lower() # Replace punctuation with spaces (instead of removing, to preserve word boundaries) - text = text.translate(str.maketrans(string.punctuation, ' ' * len(string.punctuation))) + text = text.translate( + str.maketrans(string.punctuation, " " * len(string.punctuation)) + ) # Normalize whitespace (collapse multiple spaces to single space) - text = re.sub(r'\s+', ' ', text) + text = re.sub(r"\s+", " ", text) # Strip leading/trailing whitespace return text.strip() +def extract_command_around_keyword(transcript: str, keyword: str) -> str: + """ + Extract command by removing a keyword from anywhere in the transcript. + + Handles punctuation and spacing around the keyword gracefully. + + Example: + transcript: "Turn off the lights, Vivi" + keyword: "vivi" + -> "Turn off the lights" + + transcript: "Vivi, turn off the lights in the hall" + keyword: "vivi" + -> "turn off the lights in the hall" + + transcript: "Turn off the hall lights, Vivi, please" + keyword: "vivi" + -> "Turn off the hall lights, please" + + Args: + transcript: Original transcript text + keyword: Keyword to remove (will be normalized) + + Returns: + Command text with keyword removed + """ + keyword_parts = normalize_text_for_wake_word(keyword).split() + if not keyword_parts: + return transcript.strip() + + pattern_parts = [re.escape(part) for part in keyword_parts] + # Match keyword with optional surrounding punctuation/whitespace + kw_pattern = r"[\s,.\-!?;:]*".join(pattern_parts) + # Consume adjacent punctuation/whitespace on both sides + full_pattern = r"[\s,.\-!?;:]*" + kw_pattern + r"[\s,.\-!?;:]*" + + command = re.sub( + full_pattern, " ", transcript, count=1, flags=re.IGNORECASE + ).strip() + # Collapse any doubled spaces left behind + command = re.sub(r"\s{2,}", " ", command) + return command + + def extract_command_after_wake_word(transcript: str, wake_word: str) -> str: """ Intelligently extract command after wake word in original transcript. @@ -73,25 +119,28 @@ def extract_command_after_wake_word(transcript: str, wake_word: str) -> str: # The pattern matches the wake word parts with optional punctuation/whitespace between and after pattern_parts = [re.escape(part) for part in wake_word_parts] # Allow optional punctuation/whitespace between parts - pattern = r'[\s,.\-!?;:]*'.join(pattern_parts) + pattern = r"[\s,.\-!?;:]*".join(pattern_parts) # Add trailing punctuation/whitespace consumption after last wake word part - pattern = '^' + pattern + r'[\s,.\-!?;:]*' + pattern = "^" + pattern + r"[\s,.\-!?;:]*" # Try to match wake word at start of transcript (case-insensitive) match = re.match(pattern, transcript, re.IGNORECASE) if match: # Extract everything after the matched wake word (including trailing punctuation) - command = transcript[match.end():].strip() + command = transcript[match.end() :].strip() return command else: # Fallback: couldn't find wake word boundary, return full transcript - logger.warning(f"Could not find wake word boundary for '{wake_word}' in '{transcript}', using full transcript") + logger.warning( + f"Could not find wake word boundary for '{wake_word}' in '{transcript}', using full transcript" + ) return transcript.strip() class ConditionResult(NamedTuple): """Result of a plugin condition check.""" + execute: bool extra: Dict[str, Any] = {} @@ -100,9 +149,9 @@ class PluginHealth: """Health status for a single plugin.""" # Possible status values - REGISTERED = "registered" # Registered but not yet initialized - INITIALIZED = "initialized" # Successfully initialized - FAILED = "failed" # initialize() raised an exception + REGISTERED = "registered" # Registered but not yet initialized + INITIALIZED = "initialized" # Successfully initialized + FAILED = "failed" # initialize() raised an exception def __init__(self, plugin_id: str): self.plugin_id = plugin_id @@ -182,11 +231,7 @@ def get_health_summary(self) -> Dict[str, Any]: } async def dispatch_event( - self, - event: str, - user_id: str, - data: Dict, - metadata: Optional[Dict] = None + self, event: str, user_id: str, data: Dict, metadata: Optional[Dict] = None ) -> List[PluginResult]: """ Dispatch event to all subscribed plugins. @@ -212,7 +257,9 @@ async def dispatch_event( if not plugin_ids: logger.info(f"πŸ”Œ ROUTER: No plugins subscribed to event '{event}'") else: - logger.info(f"πŸ”Œ ROUTER: Found {len(plugin_ids)} subscribed plugin(s): {plugin_ids}") + logger.info( + f"πŸ”Œ ROUTER: Found {len(plugin_ids)} subscribed plugin(s): {plugin_ids}" + ) for plugin_id in plugin_ids: plugin = self.plugins[plugin_id] @@ -251,22 +298,34 @@ async def dispatch_event( f"success={result.success}, message={result.message}" ) results.append(result) - executed.append({"plugin_id": plugin_id, "success": result.success, "message": result.message}) + executed.append( + { + "plugin_id": plugin_id, + "success": result.success, + "message": result.message, + } + ) # If plugin says stop processing, break if not result.should_continue: - logger.info(f" βŠ— Plugin '{plugin_id}' stopped further processing") + logger.info( + f" βŠ— Plugin '{plugin_id}' stopped further processing" + ) break else: - logger.info(f" ⊘ Plugin '{plugin_id}' returned no result for '{event}'") + logger.info( + f" ⊘ Plugin '{plugin_id}' returned no result for '{event}'" + ) except Exception as e: # CRITICAL: Log exception details logger.error( f" βœ— Plugin '{plugin_id}' FAILED with exception: {e}", - exc_info=True + exc_info=True, + ) + executed.append( + {"plugin_id": plugin_id, "success": False, "message": str(e)} ) - executed.append({"plugin_id": plugin_id, "success": False, "message": str(e)}) # Add at end logger.info( @@ -287,7 +346,9 @@ async def dispatch_event( _SKIP = ConditionResult(execute=False) _PASS = ConditionResult(execute=True) - async def _should_execute(self, plugin: BasePlugin, data: Dict, event: Optional[str] = None) -> ConditionResult: + async def _should_execute( + self, plugin: BasePlugin, data: Dict, event: Optional[str] = None + ) -> ConditionResult: """Check if plugin should be executed based on condition configuration. Returns a ConditionResult. The ``extra`` dict contains per-plugin data @@ -297,53 +358,85 @@ async def _should_execute(self, plugin: BasePlugin, data: Dict, event: Optional[ Button events bypass transcript-based conditions (wake_word) since they have no transcript to match against. """ - condition_type = plugin.condition.get('type', 'always') + condition_type = plugin.condition.get("type", "always") - if condition_type == 'always': + if condition_type == "always": return self._PASS # Button and starred events bypass transcript-based conditions (no transcript to match) - if event and event in (PluginEvent.BUTTON_SINGLE_PRESS, PluginEvent.BUTTON_DOUBLE_PRESS, PluginEvent.CONVERSATION_STARRED): + if event and event in ( + PluginEvent.BUTTON_SINGLE_PRESS, + PluginEvent.BUTTON_DOUBLE_PRESS, + PluginEvent.CONVERSATION_STARRED, + ): return self._PASS - elif condition_type == 'wake_word': + elif condition_type == "wake_word": # Normalize transcript for matching (handles punctuation and spacing) - transcript = data.get('transcript', '') + transcript = data.get("transcript", "") normalized_transcript = normalize_text_for_wake_word(transcript) # Support both singular 'wake_word' and plural 'wake_words' (list) - wake_words = plugin.condition.get('wake_words', []) + wake_words = plugin.condition.get("wake_words", []) if not wake_words: # Fallback to singular wake_word for backward compatibility - wake_word = plugin.condition.get('wake_word', '') + wake_word = plugin.condition.get("wake_word", "") if wake_word: wake_words = [wake_word] # Check if transcript starts with any wake word (after normalization) for wake_word in wake_words: normalized_wake_word = normalize_text_for_wake_word(wake_word) - if normalized_wake_word and normalized_transcript.startswith(normalized_wake_word): + if normalized_wake_word and normalized_transcript.startswith( + normalized_wake_word + ): # Smart extraction: find where wake word actually ends in original text command = extract_command_after_wake_word(transcript, wake_word) - logger.debug(f"Wake word '{wake_word}' detected. Original: '{transcript}', Command: '{command}'") + logger.debug( + f"Wake word '{wake_word}' detected. Original: '{transcript}', Command: '{command}'" + ) return ConditionResult( execute=True, - extra={'command': command, 'original_transcript': transcript}, + extra={"command": command, "original_transcript": transcript}, ) return self._SKIP - elif condition_type == 'conditional': + elif condition_type == "keyword_anywhere": + # Trigger when keyword appears anywhere in the transcript. + # Command is the transcript with the keyword removed. + transcript = data.get("transcript", "") + normalized_transcript = normalize_text_for_wake_word(transcript) + + keywords = plugin.condition.get("keywords", []) + if not keywords: + keyword = plugin.condition.get("keyword", "") + if keyword: + keywords = [keyword] + + for keyword in keywords: + normalized_keyword = normalize_text_for_wake_word(keyword) + if normalized_keyword and normalized_keyword in normalized_transcript: + command = extract_command_around_keyword(transcript, keyword) + logger.debug( + f"Keyword '{keyword}' found in transcript. " + f"Original: '{transcript}', Command: '{command}'" + ) + return ConditionResult( + execute=True, + extra={"command": command, "original_transcript": transcript}, + ) + + return self._SKIP + + elif condition_type == "conditional": # Future: Custom condition checking return self._PASS return self._SKIP async def _execute_plugin( - self, - plugin: BasePlugin, - event: str, - context: PluginContext + self, plugin: BasePlugin, event: str, context: PluginContext ) -> Optional[PluginResult]: """Execute plugin method for specified event""" # Map events to plugin callback methods using enums @@ -356,7 +449,10 @@ async def _execute_plugin( return await plugin.on_memory_processed(context) elif event == PluginEvent.CONVERSATION_STARRED: return await plugin.on_conversation_starred(context) - elif event in (PluginEvent.BUTTON_SINGLE_PRESS, PluginEvent.BUTTON_DOUBLE_PRESS): + elif event in ( + PluginEvent.BUTTON_SINGLE_PRESS, + PluginEvent.BUTTON_DOUBLE_PRESS, + ): return await plugin.on_button_event(context) elif event == PluginEvent.PLUGIN_ACTION: return await plugin.on_plugin_action(context) @@ -377,14 +473,16 @@ def _log_event( if not self._event_redis: return try: - record = json.dumps({ - "timestamp": time.time(), - "event": event, - "user_id": user_id, - "plugins_subscribed": plugins_subscribed, - "plugins_executed": plugins_executed, - "metadata": metadata or {}, - }) + record = json.dumps( + { + "timestamp": time.time(), + "event": event, + "user_id": user_id, + "plugins_subscribed": plugins_subscribed, + "plugins_executed": plugins_executed, + "metadata": metadata or {}, + } + ) pipe = self._event_redis.pipeline() pipe.lpush(self._EVENT_LOG_KEY, record) pipe.ltrim(self._EVENT_LOG_KEY, 0, self._EVENT_LOG_MAX - 1) @@ -404,8 +502,9 @@ def clear_events(self) -> int: logger.debug("Failed to clear events from Redis", exc_info=True) return 0 - - def get_recent_events(self, limit: int = 50, event_type: Optional[str] = None) -> List[Dict]: + def get_recent_events( + self, limit: int = 50, event_type: Optional[str] = None + ) -> List[Dict]: """Read recent events from the Redis log.""" if not self._event_redis: return [] @@ -439,9 +538,15 @@ async def check_connectivity(self) -> Dict[str, Dict[str, Any]]: result = await asyncio.wait_for(plugin.health_check(), timeout=10.0) results[plugin_id] = result except asyncio.TimeoutError: - results[plugin_id] = {"ok": False, "message": "Health check timed out (10s)"} + results[plugin_id] = { + "ok": False, + "message": "Health check timed out (10s)", + } except Exception as e: - results[plugin_id] = {"ok": False, "message": f"Health check error: {e}"} + results[plugin_id] = { + "ok": False, + "message": f"Health check error: {e}", + } return results diff --git a/backends/advanced/src/advanced_omi_backend/plugins/services.py b/backends/advanced/src/advanced_omi_backend/plugins/services.py index dbddfb21..5dc09a98 100644 --- a/backends/advanced/src/advanced_omi_backend/plugins/services.py +++ b/backends/advanced/src/advanced_omi_backend/plugins/services.py @@ -10,7 +10,6 @@ import redis.asyncio as aioredis - from .base import PluginContext, PluginResult from .events import ConversationCloseReason, PluginEvent @@ -44,18 +43,36 @@ async def close_conversation( Signals the open_conversation_job to close the current conversation and trigger post-processing. The session stays active for new conversations. + Only succeeds when open_conversation_job is actively running and polling + (indicated by the conversation:current:{session_id} Redis key). During + speech detection phase, no conversation is open β€” the flag would go unread. + Args: session_id: The streaming session ID (typically same as client_id) reason: Why the conversation is being closed Returns: - True if the close request was set successfully + True if the close request was set successfully, False if no + conversation is currently open for this session """ + # Gate: only set the flag when open_conversation_job is running and will read it. + # The conversation:current key is set right before the polling loop starts. + conversation_id = await self._async_redis.get( + f"conversation:current:{session_id}" + ) + if not conversation_id: + logger.warning( + f"No open conversation for session {session_id} β€” close request ignored" + ) + return False + from advanced_omi_backend.controllers.session_controller import ( request_conversation_close, ) - return await request_conversation_close(self._async_redis, session_id, reason=reason.value) + return await request_conversation_close( + self._async_redis, session_id, reason=reason.value + ) async def star_conversation(self, session_id: str) -> bool: """Toggle the star on the current conversation for a session. @@ -73,13 +90,17 @@ async def star_conversation(self, session_id: str) -> bool: from advanced_omi_backend.users import User # Look up current conversation_id from Redis - conversation_id = await self._async_redis.get(f"conversation:current:{session_id}") + conversation_id = await self._async_redis.get( + f"conversation:current:{session_id}" + ) if not conversation_id: logger.warning(f"No current conversation for session {session_id}") return False # Find conversation to get user_id - conversation = await Conversation.find_one(Conversation.conversation_id == conversation_id) + conversation = await Conversation.find_one( + Conversation.conversation_id == conversation_id + ) if not conversation: logger.warning(f"Conversation {conversation_id} not found for starring") return False @@ -115,10 +136,14 @@ async def call_plugin( plugin = self._router.plugins.get(plugin_id) if not plugin: logger.warning(f"Plugin '{plugin_id}' not found for cross-plugin call") - return PluginResult(success=False, message=f"Plugin '{plugin_id}' not found") + return PluginResult( + success=False, message=f"Plugin '{plugin_id}' not found" + ) if not plugin.enabled: logger.warning(f"Plugin '{plugin_id}' is disabled, cannot call") - return PluginResult(success=False, message=f"Plugin '{plugin_id}' is disabled") + return PluginResult( + success=False, message=f"Plugin '{plugin_id}' is disabled" + ) context = PluginContext( user_id=user_id, @@ -136,5 +161,7 @@ async def call_plugin( ) return result except Exception as e: - logger.error(f"Cross-plugin call to {plugin_id}.{action} failed: {e}", exc_info=True) + logger.error( + f"Cross-plugin call to {plugin_id}.{action} failed: {e}", exc_info=True + ) return PluginResult(success=False, message=f"Plugin action failed: {e}") diff --git a/backends/advanced/src/advanced_omi_backend/prompt_defaults.py b/backends/advanced/src/advanced_omi_backend/prompt_defaults.py index 75d89eee..94b03d31 100644 --- a/backends/advanced/src/advanced_omi_backend/prompt_defaults.py +++ b/backends/advanced/src/advanced_omi_backend/prompt_defaults.py @@ -524,7 +524,7 @@ def register_all_defaults(registry: PromptRegistry) -> None: # ------------------------------------------------------------------ registry.register_default( "asr.hot_words", - template="hey vivi, chronicle, omi", + template="vivi, chronicle, omi", name="ASR Hot Words", description="Comma-separated hot words for speech recognition. " "For Deepgram: boosts keyword recognition via keyterm. " diff --git a/backends/advanced/src/advanced_omi_backend/prompt_registry.py b/backends/advanced/src/advanced_omi_backend/prompt_registry.py index eae9c248..5aacb151 100644 --- a/backends/advanced/src/advanced_omi_backend/prompt_registry.py +++ b/backends/advanced/src/advanced_omi_backend/prompt_registry.py @@ -39,6 +39,7 @@ def _get_client(self): if self._langfuse is None: try: from langfuse import Langfuse + self._langfuse = Langfuse() except Exception as e: logger.warning(f"LangFuse client init failed: {e}") @@ -77,9 +78,10 @@ async def get_prompt(self, prompt_id: str, **variables) -> str: return template_text async def seed_prompts(self) -> None: - """Create prompts in LangFuse if they don't already exist. + """Create or update prompts in LangFuse, skipping unchanged ones. Called once at startup after all defaults have been registered. + Only creates a new version when the prompt text has actually changed. """ client = self._get_client() if client is None: @@ -90,6 +92,19 @@ async def seed_prompts(self) -> None: skipped = 0 for prompt_id, template_text in self._defaults.items(): try: + # Check if the prompt already exists with the same text + existing = None + try: + existing = client.get_prompt(prompt_id) + except Exception: + pass # Prompt doesn't exist yet + + if existing is not None: + existing_text = getattr(existing, "prompt", None) + if existing_text == template_text: + skipped += 1 + continue + client.create_prompt( name=prompt_id, type="text", @@ -98,13 +113,9 @@ async def seed_prompts(self) -> None: ) seeded += 1 except Exception as e: - err_msg = str(e).lower() - if "already exists" in err_msg or "409" in err_msg: - skipped += 1 - else: - logger.warning(f"Failed to seed prompt '{prompt_id}': {e}") + logger.warning(f"Failed to seed prompt '{prompt_id}': {e}") - logger.info(f"Prompt seeding complete: {seeded} created, {skipped} already existed") + logger.info(f"Prompt seeding complete: {seeded} created, {skipped} unchanged") # --------------------------------------------------------------------------- diff --git a/backends/advanced/src/advanced_omi_backend/routers/modules/queue_routes.py b/backends/advanced/src/advanced_omi_backend/routers/modules/queue_routes.py index 4410665a..29719566 100644 --- a/backends/advanced/src/advanced_omi_backend/routers/modules/queue_routes.py +++ b/backends/advanced/src/advanced_omi_backend/routers/modules/queue_routes.py @@ -32,11 +32,17 @@ async def list_jobs( queue_name: str = Query(None, description="Filter by queue name"), job_type: str = Query(None, description="Filter by job type (matches func_name)"), client_id: str = Query(None, description="Filter by client_id in meta"), - current_user: User = Depends(current_active_user) + current_user: User = Depends(current_active_user), ): """List jobs with pagination and filtering.""" try: - result = get_jobs(limit=limit, offset=offset, queue_name=queue_name, job_type=job_type, client_id=client_id) + result = get_jobs( + limit=limit, + offset=offset, + queue_name=queue_name, + job_type=job_type, + client_id=client_id, + ) # Filter jobs by user if not admin if not current_user.is_superuser: @@ -54,14 +60,20 @@ async def list_jobs( except Exception as e: logger.error(f"Failed to list jobs: {e}") - return {"error": "Failed to list jobs", "jobs": [], "pagination": {"total": 0, "limit": limit, "offset": offset, "has_more": False}} + return { + "error": "Failed to list jobs", + "jobs": [], + "pagination": { + "total": 0, + "limit": limit, + "offset": offset, + "has_more": False, + }, + } @router.get("/jobs/{job_id}/status") -async def get_job_status( - job_id: str, - current_user: User = Depends(current_active_user) -): +async def get_job_status(job_id: str, current_user: User = Depends(current_active_user)): """Get just the status of a specific job (lightweight endpoint).""" try: job = Job.fetch(job_id, connection=redis_conn) @@ -79,10 +91,7 @@ async def get_job_status( logger.error(f"Failed to determine status for job {job_id}: {e}") raise HTTPException(status_code=500, detail=str(e)) - response = { - "job_id": job.id, - "status": status - } + response = {"job_id": job.id, "status": status} # Include error information for failed jobs if status == "failed" and job.exc_info: @@ -100,10 +109,7 @@ async def get_job_status( @router.get("/jobs/{job_id}") -async def get_job( - job_id: str, - current_user: User = Depends(current_active_user) -): +async def get_job(job_id: str, current_user: User = Depends(current_active_user)): """Get detailed job information including result.""" try: job = Job.fetch(job_id, connection=redis_conn) @@ -128,7 +134,7 @@ async def get_job( "started_at": job.started_at.isoformat() if job.started_at else None, "ended_at": job.ended_at.isoformat() if job.ended_at else None, "description": job.description or "", - "func_name": job.func_name if hasattr(job, 'func_name') else "", + "func_name": job.func_name if hasattr(job, "func_name") else "", "args": job.args, "kwargs": job.kwargs, "meta": job.meta if job.meta else {}, @@ -145,10 +151,7 @@ async def get_job( @router.delete("/jobs/{job_id}") -async def cancel_job( - job_id: str, - current_user: User = Depends(current_active_user) -): +async def cancel_job(job_id: str, current_user: User = Depends(current_active_user)): """Cancel or delete a job.""" try: job = Job.fetch(job_id, connection=redis_conn) @@ -167,7 +170,7 @@ async def cancel_job( return { "job_id": job_id, "action": "canceled", - "message": f"Job {job_id} has been canceled" + "message": f"Job {job_id} has been canceled", } else: # Delete finished/failed jobs @@ -176,7 +179,7 @@ async def cancel_job( return { "job_id": job_id, "action": "deleted", - "message": f"Job {job_id} has been deleted" + "message": f"Job {job_id} has been deleted", } except HTTPException: @@ -184,14 +187,13 @@ async def cancel_job( raise except Exception as e: logger.error(f"Failed to cancel/delete job {job_id}: {e}") - raise HTTPException(status_code=404, detail=f"Job not found or could not be canceled: {str(e)}") + raise HTTPException( + status_code=404, detail=f"Job not found or could not be canceled: {str(e)}" + ) @router.get("/jobs/by-client/{client_id}") -async def get_jobs_by_client( - client_id: str, - current_user: User = Depends(current_active_user) -): +async def get_jobs_by_client(client_id: str, current_user: User = Depends(current_active_user)): """Get all jobs associated with a specific client device.""" try: from rq.registry import ( @@ -237,27 +239,31 @@ def process_job_and_dependents(job, queue_name, base_status): status = get_job_status(job, {}) # Add this job to results - all_jobs.append({ - "job_id": job.id, - "job_type": job.func_name.split('.')[-1] if job.func_name else "unknown", - "queue": queue_name, - "status": status, - "created_at": job.created_at.isoformat() if job.created_at else None, - "started_at": job.started_at.isoformat() if job.started_at else None, - "ended_at": job.ended_at.isoformat() if job.ended_at else None, - "description": job.description or "", - "result": job.result, - "meta": job.meta if job.meta else {}, - "args": job.args, - "kwargs": job.kwargs if job.kwargs else {}, - "error_message": str(job.exc_info) if job.exc_info else None, - }) + all_jobs.append( + { + "job_id": job.id, + "job_type": (job.func_name.split(".")[-1] if job.func_name else "unknown"), + "queue": queue_name, + "status": status, + "created_at": (job.created_at.isoformat() if job.created_at else None), + "started_at": (job.started_at.isoformat() if job.started_at else None), + "ended_at": job.ended_at.isoformat() if job.ended_at else None, + "description": job.description or "", + "result": job.result, + "meta": job.meta if job.meta else {}, + "args": job.args, + "kwargs": job.kwargs if job.kwargs else {}, + "error_message": str(job.exc_info) if job.exc_info else None, + } + ) # Check for dependent jobs (jobs that depend on this one) try: dependent_ids = job.dependent_ids if dependent_ids: - logger.debug(f"Job {job.id} has {len(dependent_ids)} dependents: {dependent_ids}") + logger.debug( + f"Job {job.id} has {len(dependent_ids)} dependents: {dependent_ids}" + ) for dep_id in dependent_ids: try: @@ -276,12 +282,21 @@ def process_job_and_dependents(job, queue_name, base_status): # Check all registries (using RQ standard status names) registries = [ ("queued", queue.job_ids), - ("started", StartedJobRegistry(queue=queue).get_job_ids()), # RQ standard - ("finished", FinishedJobRegistry(queue=queue).get_job_ids()), # RQ standard + ( + "started", + StartedJobRegistry(queue=queue).get_job_ids(), + ), # RQ standard + ( + "finished", + FinishedJobRegistry(queue=queue).get_job_ids(), + ), # RQ standard ("failed", FailedJobRegistry(queue=queue).get_job_ids()), - ("canceled", CanceledJobRegistry(queue=queue).get_job_ids()), # RQ standard (US spelling) + ( + "canceled", + CanceledJobRegistry(queue=queue).get_job_ids(), + ), # RQ standard (US spelling) ("deferred", DeferredJobRegistry(queue=queue).get_job_ids()), - ("scheduled", ScheduledJobRegistry(queue=queue).get_job_ids()) + ("scheduled", ScheduledJobRegistry(queue=queue).get_job_ids()), ] for status_name, job_ids in registries: @@ -293,8 +308,8 @@ def process_job_and_dependents(job, queue_name, base_status): matches_client = False # Check job.meta for client_id (current standard) - if job.meta and 'client_id' in job.meta: - if job.meta['client_id'] == client_id: + if job.meta and "client_id" in job.meta: + if job.meta["client_id"] == client_id: matches_client = True if matches_client: @@ -310,11 +325,7 @@ def process_job_and_dependents(job, queue_name, base_status): logger.info(f"Found {len(all_jobs)} jobs for client {client_id} (including dependents)") - return { - "client_id": client_id, - "jobs": all_jobs, - "total": len(all_jobs) - } + return {"client_id": client_id, "jobs": all_jobs, "total": len(all_jobs)} except Exception as e: logger.error(f"Failed to get jobs for client {client_id}: {e}") @@ -408,11 +419,8 @@ async def clear_events( raise HTTPException(status_code=500, detail=f"Failed to clear events: {str(e)}") - @router.get("/stats") -async def get_queue_stats_endpoint( - current_user: User = Depends(current_active_user) -): +async def get_queue_stats_endpoint(current_user: User = Depends(current_active_user)): """Get queue statistics.""" try: stats = get_job_stats() @@ -420,13 +428,19 @@ async def get_queue_stats_endpoint( except Exception as e: logger.error(f"Failed to get queue stats: {e}") - return {"total_jobs": 0, "queued_jobs": 0, "started_jobs": 0, "finished_jobs": 0, "failed_jobs": 0, "canceled_jobs": 0, "deferred_jobs": 0} + return { + "total_jobs": 0, + "queued_jobs": 0, + "started_jobs": 0, + "finished_jobs": 0, + "failed_jobs": 0, + "canceled_jobs": 0, + "deferred_jobs": 0, + } @router.get("/worker-details") -async def get_queue_worker_details( - current_user: User = Depends(current_active_user) -): +async def get_queue_worker_details(current_user: User = Depends(current_active_user)): """Get detailed queue and worker status including task manager health.""" try: import time @@ -443,10 +457,10 @@ async def get_queue_worker_details( "total": queue_health.get("total_workers", 0), "active": queue_health.get("active_workers", 0), "idle": queue_health.get("idle_workers", 0), - "details": queue_health.get("workers", []) + "details": queue_health.get("workers", []), }, "queues": queue_health.get("queues", {}), - "redis_connection": queue_health.get("redis_connection", "unknown") + "redis_connection": queue_health.get("redis_connection", "unknown"), } return status @@ -459,18 +473,16 @@ async def get_queue_worker_details( @router.get("/streams") async def get_stream_stats( limit: int = Query(default=10, ge=1, le=100), # Max 100 streams to prevent timeouts - current_user: User = Depends(current_active_user) + current_user: User = Depends(current_active_user), ): """Get Redis Streams statistics with consumer group information.""" try: from advanced_omi_backend.services.audio_service import get_audio_stream_service + audio_service = get_audio_stream_service() if not audio_service.redis: - return { - "error": "Audio stream service not connected", - "streams": [] - } + return {"error": "Audio stream service not connected", "streams": []} # Get audio streams with limit stream_keys = [] @@ -479,7 +491,7 @@ async def get_stream_stats( cursor, keys = await audio_service.redis.scan( cursor, match=f"{audio_service.audio_stream_prefix}*", count=limit ) - stream_keys.extend(keys[:limit - len(stream_keys)]) + stream_keys.extend(keys[: limit - len(stream_keys)]) # Use asyncio.gather to fetch stream info in parallel import asyncio @@ -499,9 +511,13 @@ async def get_stream_info(stream_key): group_dict = {} # Parse group info (alternating key-value pairs) for i in range(0, len(group), 2): - if i+1 < len(group): - key = group[i].decode() if isinstance(group[i], bytes) else str(group[i]) - value = group[i+1] + if i + 1 < len(group): + key = ( + group[i].decode() + if isinstance(group[i], bytes) + else str(group[i]) + ) + value = group[i + 1] if isinstance(value, bytes): try: value = value.decode() @@ -512,13 +528,19 @@ async def get_stream_info(stream_key): # Get consumers for this group consumers = [] try: - consumers_raw = await audio_service.redis.xinfo_consumers(stream_name, group_dict.get('name', '')) + consumers_raw = await audio_service.redis.xinfo_consumers( + stream_name, group_dict.get("name", "") + ) for consumer in consumers_raw: consumer_dict = {} for i in range(0, len(consumer), 2): - if i+1 < len(consumer): - key = consumer[i].decode() if isinstance(consumer[i], bytes) else str(consumer[i]) - value = consumer[i+1] + if i + 1 < len(consumer): + key = ( + consumer[i].decode() + if isinstance(consumer[i], bytes) + else str(consumer[i]) + ) + value = consumer[i + 1] if isinstance(value, bytes): try: value = value.decode() @@ -527,24 +549,32 @@ async def get_stream_info(stream_key): consumer_dict[key] = value consumers.append(consumer_dict) except Exception as ce: - logger.debug(f"Could not fetch consumers for group {group_dict.get('name')}: {ce}") - - groups_info.append({ - "name": group_dict.get('name', 'unknown'), - "consumers": group_dict.get('consumers', 0), - "pending": group_dict.get('pending', 0), - "last_delivered_id": group_dict.get('last-delivered-id', 'N/A'), - "consumer_details": consumers - }) + logger.debug( + f"Could not fetch consumers for group {group_dict.get('name')}: {ce}" + ) + + groups_info.append( + { + "name": group_dict.get("name", "unknown"), + "consumers": group_dict.get("consumers", 0), + "pending": group_dict.get("pending", 0), + "last_delivered_id": group_dict.get("last-delivered-id", "N/A"), + "consumer_details": consumers, + } + ) except Exception as ge: logger.debug(f"No consumer groups for stream {stream_name}: {ge}") return { "stream_name": stream_name, "length": info[b"length"], - "first_entry_id": info[b"first-entry"][0].decode() if info[b"first-entry"] else None, - "last_entry_id": info[b"last-entry"][0].decode() if info[b"last-entry"] else None, - "groups": groups_info + "first_entry_id": ( + info[b"first-entry"][0].decode() if info[b"first-entry"] else None + ), + "last_entry_id": ( + info[b"last-entry"][0].decode() if info[b"last-entry"] else None + ), + "groups": groups_info, } except Exception as e: logger.error(f"Error getting info for stream {stream_key}: {e}") @@ -557,16 +587,12 @@ async def get_stream_info(stream_key): return { "total_streams": len(streams_info), "streams": streams_info, - "limited": len(stream_keys) >= limit + "limited": len(stream_keys) >= limit, } except Exception as e: logger.error(f"Failed to get stream stats: {e}", exc_info=True) - return { - "error": str(e), - "total_streams": 0, - "streams": [] - } + return {"error": str(e), "total_streams": 0, "streams": []} class FlushJobsRequest(BaseModel): @@ -581,10 +607,7 @@ class FlushAllJobsRequest(BaseModel): @router.post("/flush") -async def flush_jobs( - request: FlushJobsRequest, - current_user: User = Depends(current_active_user) -): +async def flush_jobs(request: FlushJobsRequest, current_user: User = Depends(current_active_user)): """Flush old inactive jobs based on age and status.""" if not current_user.is_superuser: raise HTTPException(status_code=403, detail="Admin access required") @@ -646,7 +669,7 @@ async def flush_jobs( return { "total_removed": total_removed, "cutoff_time": cutoff_time.isoformat(), - "statuses": request.statuses + "statuses": request.statuses, } except Exception as e: @@ -656,8 +679,7 @@ async def flush_jobs( @router.post("/flush-all") async def flush_all_jobs( - request: FlushAllJobsRequest, - current_user: User = Depends(current_active_user) + request: FlushAllJobsRequest, current_user: User = Depends(current_active_user) ): """ Flush jobs from queues and registries. @@ -696,10 +718,16 @@ async def flush_all_jobs( # Build list of registries to flush based on request parameters registries = [ - ("started", StartedJobRegistry(queue=queue)), # Always flush in-progress + ( + "started", + StartedJobRegistry(queue=queue), + ), # Always flush in-progress ("deferred", DeferredJobRegistry(queue=queue)), # Always flush deferred - ("scheduled", ScheduledJobRegistry(queue=queue)), # Always flush scheduled - ("canceled", CanceledJobRegistry(queue=queue)) # Always flush canceled + ( + "scheduled", + ScheduledJobRegistry(queue=queue), + ), # Always flush scheduled + ("canceled", CanceledJobRegistry(queue=queue)), # Always flush canceled ] # Conditionally add failed and finished registries @@ -729,13 +757,16 @@ async def flush_all_jobs( # This lets the worker clean up gracefully and prevents deadlock try: from rq.command import send_stop_job_command + send_stop_job_command(redis_conn, job_id) logger.info(f"Sent stop command to worker for job {job_id}") # Don't delete yet - let worker move it to canceled/failed registry # It will be cleaned up on next flush or by worker cleanup continue except Exception as stop_error: - logger.warning(f"Could not send stop command to job {job_id}: {stop_error}") + logger.warning( + f"Could not send stop command to job {job_id}: {stop_error}" + ) # If stop fails, try to cancel it (may already be finishing) try: job.cancel() @@ -752,7 +783,9 @@ async def flush_all_jobs( logger.warning(f"Error deleting job {job_id}: {e}") try: registry.remove(job_id) - logger.info(f"Removed stale job reference {job_id} from {registry_name} registry") + logger.info( + f"Removed stale job reference {job_id} from {registry_name} registry" + ) except Exception as reg_error: logger.error(f"Could not remove {job_id} from registry: {reg_error}") @@ -761,6 +794,7 @@ async def flush_all_jobs( # Get async Redis connection for scanning from advanced_omi_backend.controllers.queue_controller import REDIS_URL + async_redis = await aioredis.from_url(REDIS_URL) try: @@ -793,13 +827,15 @@ async def flush_all_jobs( preserved.append("finished jobs") preserved_msg = f" (preserved {', '.join(preserved)})" if preserved else "" - logger.info(f"Flushed {total_removed} jobs and {deleted_keys} Redis keys from all queues{preserved_msg}") + logger.info( + f"Flushed {total_removed} jobs and {deleted_keys} Redis keys from all queues{preserved_msg}" + ) return { "total_removed": total_removed, "deleted_keys": deleted_keys, "preserved": preserved, - "message": f"Flushed {total_removed} jobs{preserved_msg}" + "message": f"Flushed {total_removed} jobs{preserved_msg}", } except Exception as e: @@ -810,7 +846,7 @@ async def flush_all_jobs( @router.get("/sessions") async def get_redis_sessions( limit: int = Query(default=20, ge=1, le=100), - current_user: User = Depends(current_active_user) + current_user: User = Depends(current_active_user), ): """Get Redis session tracking information.""" try: @@ -819,51 +855,54 @@ async def get_redis_sessions( from advanced_omi_backend.controllers.queue_controller import REDIS_URL redis_client = aioredis.from_url(REDIS_URL) - - # Get session keys - session_keys = [] - cursor = b"0" - while cursor and len(session_keys) < limit: - cursor, keys = await redis_client.scan( - cursor, match="audio:session:*", count=limit - ) - session_keys.extend(keys[:limit - len(session_keys)]) - - # Get session info - sessions = [] - for key in session_keys: - try: - session_data = await redis_client.hgetall(key) - if session_data: - session_id = key.decode().replace("audio:session:", "") - - # Get conversation count for this session - conversation_count_key = f"session:conversation_count:{session_id}" - conversation_count_bytes = await redis_client.get(conversation_count_key) - conversation_count = int(conversation_count_bytes.decode()) if conversation_count_bytes else 0 - - sessions.append({ - "session_id": session_id, - "user_id": session_data.get(b"user_id", b"").decode(), - "client_id": session_data.get(b"client_id", b"").decode(), - "stream_name": session_data.get(b"stream_name", b"").decode(), - "provider": session_data.get(b"provider", b"").decode(), - "mode": session_data.get(b"mode", b"").decode(), - "status": session_data.get(b"status", b"").decode(), - "started_at": session_data.get(b"started_at", b"").decode(), - "chunks_published": int(session_data.get(b"chunks_published", b"0").decode() or 0), - "last_chunk_at": session_data.get(b"last_chunk_at", b"").decode(), - "conversation_count": conversation_count - }) - except Exception as e: - logger.error(f"Error getting session info for {key}: {e}") - - await redis_client.close() - - return { - "total_sessions": len(sessions), - "sessions": sessions - } + try: + # Get session keys + session_keys = [] + cursor = b"0" + while cursor and len(session_keys) < limit: + cursor, keys = await redis_client.scan(cursor, match="audio:session:*", count=limit) + session_keys.extend(keys[: limit - len(session_keys)]) + + # Get session info + sessions = [] + for key in session_keys: + try: + session_data = await redis_client.hgetall(key) + if session_data: + session_id = key.decode().replace("audio:session:", "") + + # Get conversation count for this session + conversation_count_key = f"session:conversation_count:{session_id}" + conversation_count_bytes = await redis_client.get(conversation_count_key) + conversation_count = ( + int(conversation_count_bytes.decode()) + if conversation_count_bytes + else 0 + ) + + sessions.append( + { + "session_id": session_id, + "user_id": session_data.get(b"user_id", b"").decode(), + "client_id": session_data.get(b"client_id", b"").decode(), + "stream_name": session_data.get(b"stream_name", b"").decode(), + "provider": session_data.get(b"provider", b"").decode(), + "mode": session_data.get(b"mode", b"").decode(), + "status": session_data.get(b"status", b"").decode(), + "started_at": session_data.get(b"started_at", b"").decode(), + "chunks_published": int( + session_data.get(b"chunks_published", b"0").decode() or 0 + ), + "last_chunk_at": session_data.get(b"last_chunk_at", b"").decode(), + "conversation_count": conversation_count, + } + ) + except Exception as e: + logger.error(f"Error getting session info for {key}: {e}") + + return {"total_sessions": len(sessions), "sessions": sessions} + finally: + await redis_client.aclose() except Exception as e: logger.error(f"Failed to get sessions: {e}", exc_info=True) @@ -872,8 +911,10 @@ async def get_redis_sessions( @router.post("/sessions/clear") async def clear_old_sessions( - older_than_seconds: int = Query(default=3600, description="Clear sessions older than N seconds"), - current_user: User = Depends(current_active_user) + older_than_seconds: int = Query( + default=3600, description="Clear sessions older than N seconds" + ), + current_user: User = Depends(current_active_user), ): """Clear old Redis sessions that are stuck or inactive.""" if not current_user.is_superuser: @@ -887,38 +928,36 @@ async def clear_old_sessions( from advanced_omi_backend.controllers.queue_controller import REDIS_URL redis_client = aioredis.from_url(REDIS_URL) - current_time = time.time() - cutoff_time = current_time - older_than_seconds - - # Get all session keys - session_keys = [] - cursor = b"0" - while cursor: - cursor, keys = await redis_client.scan(cursor, match="audio:session:*", count=100) - session_keys.extend(keys) - - # Check each session and delete if old - deleted_count = 0 - for key in session_keys: - try: - session_data = await redis_client.hgetall(key) - if session_data: - last_chunk_at = session_data.get(b"last_chunk_at", b"").decode() - if last_chunk_at: - last_chunk_time = float(last_chunk_at) - if last_chunk_time < cutoff_time: - await redis_client.delete(key) - deleted_count += 1 - logger.info(f"Deleted old session: {key.decode()}") - except Exception as e: - logger.error(f"Error processing session {key}: {e}") - - await redis_client.close() - - return { - "deleted_count": deleted_count, - "cutoff_seconds": older_than_seconds - } + try: + current_time = time.time() + cutoff_time = current_time - older_than_seconds + + # Get all session keys + session_keys = [] + cursor = b"0" + while cursor: + cursor, keys = await redis_client.scan(cursor, match="audio:session:*", count=100) + session_keys.extend(keys) + + # Check each session and delete if old + deleted_count = 0 + for key in session_keys: + try: + session_data = await redis_client.hgetall(key) + if session_data: + last_chunk_at = session_data.get(b"last_chunk_at", b"").decode() + if last_chunk_at: + last_chunk_time = float(last_chunk_at) + if last_chunk_time < cutoff_time: + await redis_client.delete(key) + deleted_count += 1 + logger.info(f"Deleted old session: {key.decode()}") + except Exception as e: + logger.error(f"Error processing session {key}: {e}") + + return {"deleted_count": deleted_count, "cutoff_seconds": older_than_seconds} + finally: + await redis_client.aclose() except Exception as e: logger.error(f"Failed to clear sessions: {e}", exc_info=True) @@ -928,8 +967,10 @@ async def clear_old_sessions( @router.get("/dashboard") async def get_dashboard_data( request: Request, - expanded_clients: str = Query(default="", description="Comma-separated list of client IDs to fetch jobs for"), - current_user: User = Depends(current_active_user) + expanded_clients: str = Query( + default="", description="Comma-separated list of client IDs to fetch jobs for" + ), + current_user: User = Depends(current_active_user), ): """Get all data needed for the Queue dashboard in a single API call. @@ -950,7 +991,11 @@ async def get_dashboard_data( from advanced_omi_backend.controllers.queue_controller import get_queue # Parse expanded clients list - expanded_client_ids = [c.strip() for c in expanded_clients.split(",") if c.strip()] if expanded_clients else [] + expanded_client_ids = ( + [c.strip() for c in expanded_clients.split(",") if c.strip()] + if expanded_clients + else [] + ) # Fetch all data in parallel import asyncio @@ -988,26 +1033,40 @@ async def fetch_jobs_by_status(status_name: str, limit: int = 100): continue # Add job with metadata - all_jobs.append({ - "job_id": job.id, - "job_type": job.func_name.split('.')[-1] if job.func_name else "unknown", - "user_id": job.kwargs.get("user_id") if job.kwargs else None, - "status": status_name, - "priority": "normal", # RQ doesn't have priority concept - "data": {"description": job.description or ""}, - "result": job.result, - "meta": job.meta if job.meta else {}, - "kwargs": job.kwargs if job.kwargs else {}, - "error_message": str(job.exc_info) if job.exc_info else None, - "created_at": job.created_at.isoformat() if job.created_at else None, - "started_at": job.started_at.isoformat() if job.started_at else None, - "ended_at": job.ended_at.isoformat() if job.ended_at else None, - "retry_count": 0, # RQ doesn't track this by default - "max_retries": 0, - "progress_percent": 0, - "progress_message": "", - "queue": queue_name - }) + all_jobs.append( + { + "job_id": job.id, + "job_type": ( + job.func_name.split(".")[-1] if job.func_name else "unknown" + ), + "user_id": (job.kwargs.get("user_id") if job.kwargs else None), + "status": status_name, + "priority": "normal", # RQ doesn't have priority concept + "data": {"description": job.description or ""}, + "result": job.result, + "meta": job.meta if job.meta else {}, + "kwargs": job.kwargs if job.kwargs else {}, + "error_message": (str(job.exc_info) if job.exc_info else None), + "created_at": ( + job.created_at.isoformat() if job.created_at else None + ), + "started_at": ( + job.started_at.isoformat() if job.started_at else None + ), + "ended_at": ( + job.ended_at.isoformat() if job.ended_at else None + ), + "retry_count": 0, # RQ doesn't track this by default + "max_retries": 0, + "progress_percent": (job.meta or {}) + .get("batch_progress", {}) + .get("percent", 0), + "progress_message": (job.meta or {}) + .get("batch_progress", {}) + .get("message", ""), + "queue": queue_name, + } + ) except Exception as e: logger.debug(f"Error fetching job {job_id}: {e}") continue @@ -1023,7 +1082,13 @@ async def fetch_stats(): return get_job_stats() except Exception as e: logger.error(f"Error fetching stats: {e}") - return {"total_jobs": 0, "queued_jobs": 0, "started_jobs": 0, "finished_jobs": 0, "failed_jobs": 0} + return { + "total_jobs": 0, + "queued_jobs": 0, + "started_jobs": 0, + "finished_jobs": 0, + "failed_jobs": 0, + } async def fetch_streaming_status(): """Fetch streaming status.""" @@ -1072,9 +1137,15 @@ def get_job_status(job): registries = [ ("queued", queue.job_ids), - ("started", StartedJobRegistry(queue=queue).get_job_ids()), # RQ standard - ("finished", FinishedJobRegistry(queue=queue).get_job_ids()), # RQ standard - ("failed", FailedJobRegistry(queue=queue).get_job_ids()) + ( + "started", + StartedJobRegistry(queue=queue).get_job_ids(), + ), # RQ standard + ( + "finished", + FinishedJobRegistry(queue=queue).get_job_ids(), + ), # RQ standard + ("failed", FailedJobRegistry(queue=queue).get_job_ids()), ] for status_name, job_ids in registries: @@ -1087,7 +1158,11 @@ def get_job_status(job): # Check if job belongs to this client matches_client = False - if job.meta and 'client_id' in job.meta and job.meta['client_id'] == client_id: + if ( + job.meta + and "client_id" in job.meta + and job.meta["client_id"] == client_id + ): matches_client = True if not matches_client: @@ -1100,19 +1175,33 @@ def get_job_status(job): continue processed_job_ids.add(job_id) - all_jobs.append({ - "job_id": job.id, - "job_type": job.func_name.split('.')[-1] if job.func_name else "unknown", - "queue": queue_name, - "status": get_job_status(job), - "created_at": job.created_at.isoformat() if job.created_at else None, - "started_at": job.started_at.isoformat() if job.started_at else None, - "ended_at": job.ended_at.isoformat() if job.ended_at else None, - "description": job.description or "", - "result": job.result, - "meta": job.meta if job.meta else {}, - "error_message": str(job.exc_info) if job.exc_info else None - }) + all_jobs.append( + { + "job_id": job.id, + "job_type": ( + job.func_name.split(".")[-1] + if job.func_name + else "unknown" + ), + "queue": queue_name, + "status": get_job_status(job), + "created_at": ( + job.created_at.isoformat() if job.created_at else None + ), + "started_at": ( + job.started_at.isoformat() if job.started_at else None + ), + "ended_at": ( + job.ended_at.isoformat() if job.ended_at else None + ), + "description": job.description or "", + "result": job.result, + "meta": job.meta if job.meta else {}, + "error_message": ( + str(job.exc_info) if job.exc_info else None + ), + } + ) except Exception as e: logger.debug(f"Error fetching job {job_id}: {e}") continue @@ -1127,7 +1216,9 @@ async def fetch_events(): if not current_user.is_superuser: return [] try: - from advanced_omi_backend.services.plugin_service import get_plugin_router + from advanced_omi_backend.services.plugin_service import ( + get_plugin_router, + ) router_instance = get_plugin_router() if not router_instance: @@ -1139,8 +1230,12 @@ async def fetch_events(): # Execute all fetches in parallel (using RQ standard status names) queued_jobs_task = fetch_jobs_by_status("queued", limit=100) - started_jobs_task = fetch_jobs_by_status("started", limit=100) # RQ standard, not "processing" - finished_jobs_task = fetch_jobs_by_status("finished", limit=50) # RQ standard, not "completed" + started_jobs_task = fetch_jobs_by_status( + "started", limit=100 + ) # RQ standard, not "processing" + finished_jobs_task = fetch_jobs_by_status( + "finished", limit=50 + ) # RQ standard, not "completed" failed_jobs_task = fetch_jobs_by_status("failed", limit=50) stats_task = fetch_stats() streaming_status_task = fetch_streaming_status() @@ -1156,7 +1251,7 @@ async def fetch_events(): streaming_status_task, events_task, *client_jobs_tasks, - return_exceptions=True + return_exceptions=True, ) queued_jobs = results[0] if not isinstance(results[0], Exception) else [] @@ -1164,7 +1259,9 @@ async def fetch_events(): finished_jobs = results[2] if not isinstance(results[2], Exception) else [] # RQ standard failed_jobs = results[3] if not isinstance(results[3], Exception) else [] stats = results[4] if not isinstance(results[4], Exception) else {"total_jobs": 0} - streaming_status = results[5] if not isinstance(results[5], Exception) else {"active_sessions": []} + streaming_status = ( + results[5] if not isinstance(results[5], Exception) else {"active_sessions": []} + ) events = results[6] if not isinstance(results[6], Exception) else [] recent_conversations = [] client_jobs_results = results[7:] if len(results) > 7 else [] @@ -1178,28 +1275,34 @@ async def fetch_events(): # Convert conversations to dict format for frontend conversations_list = [] for conv in recent_conversations: - conversations_list.append({ - "conversation_id": conv.conversation_id, - "user_id": str(conv.user_id) if conv.user_id else None, - "created_at": conv.created_at.isoformat() if conv.created_at else None, - "title": conv.title, - "summary": conv.summary, - "transcript_text": conv.get_active_transcript_text() if hasattr(conv, 'get_active_transcript_text') else None, - }) + conversations_list.append( + { + "conversation_id": conv.conversation_id, + "user_id": str(conv.user_id) if conv.user_id else None, + "created_at": (conv.created_at.isoformat() if conv.created_at else None), + "title": conv.title, + "summary": conv.summary, + "transcript_text": ( + conv.get_active_transcript_text() + if hasattr(conv, "get_active_transcript_text") + else None + ), + } + ) return { "jobs": { "queued": queued_jobs, "started": started_jobs, # RQ standard status name "finished": finished_jobs, # RQ standard status name - "failed": failed_jobs + "failed": failed_jobs, }, "stats": stats, "streaming_status": streaming_status, "recent_conversations": conversations_list, "client_jobs": client_jobs, "events": events, - "timestamp": asyncio.get_event_loop().time() + "timestamp": asyncio.get_event_loop().time(), } except Exception as e: diff --git a/backends/advanced/src/advanced_omi_backend/services/audio_stream/producer.py b/backends/advanced/src/advanced_omi_backend/services/audio_stream/producer.py index dc5e9b27..61244f43 100644 --- a/backends/advanced/src/advanced_omi_backend/services/audio_stream/producer.py +++ b/backends/advanced/src/advanced_omi_backend/services/audio_stream/producer.py @@ -2,14 +2,12 @@ Audio stream producer - publishes audio chunks to Redis Streams. """ +import json import logging import time -import json import redis.asyncio as redis -from advanced_omi_backend.services.transcription.base import TranscriptionProvider - logger = logging.getLogger(__name__) @@ -45,7 +43,7 @@ async def init_session( user_email: str = "", connection_id: str = "", mode: str = "streaming", - provider: str = "deepgram" + provider: str = "deepgram", ): """ Initialize session tracking metadata in Redis. @@ -66,35 +64,32 @@ async def init_session( stream_name = f"audio:stream:{client_id}" session_key = f"audio:session:{session_id}" - await self.redis_client.hset(session_key, mapping={ - # User & Client tracking - "user_id": user_id, - "user_email": user_email, - "client_id": client_id, - "connection_id": connection_id, - - # Stream configuration - "stream_name": stream_name, - "provider": provider, - "mode": mode, - - # Timestamps - "started_at": str(time.time()), - "last_chunk_at": str(time.time()), - - # Counters - "chunks_published": "0", - - # Job tracking (populated by queue_controller when jobs start) - "speech_detection_job_id": "", - "audio_persistence_job_id": "", - - # Connection state - "websocket_connected": "true", - - # Session status - "status": "active" - }) + await self.redis_client.hset( + session_key, + mapping={ + # User & Client tracking + "user_id": user_id, + "user_email": user_email, + "client_id": client_id, + "connection_id": connection_id, + # Stream configuration + "stream_name": stream_name, + "provider": provider, + "mode": mode, + # Timestamps + "started_at": str(time.time()), + "last_chunk_at": str(time.time()), + # Counters + "chunks_published": "0", + # Job tracking (populated by queue_controller when jobs start) + "speech_detection_job_id": "", + "audio_persistence_job_id": "", + # Connection state + "websocket_connected": "true", + # Session status + "status": "active", + }, + ) # Set TTL of 1 hour await self.redis_client.expire(session_key, 3600) @@ -106,10 +101,12 @@ async def init_session( "user_id": user_id, "client_id": client_id, "stream_name": stream_name, - "provider": provider + "provider": provider, } - logger.info(f"πŸ“Š Initialized session {session_id} β†’ stream {stream_name} (provider: {provider})") + logger.info( + f"πŸ“Š Initialized session {session_id} β†’ stream {stream_name} (provider: {provider})" + ) async def update_session_chunk_count(self, session_id: str): """ @@ -166,10 +163,7 @@ async def send_session_end_signal(self, session_id: str): } await self.redis_client.xadd( - stream_name, - end_signal, - maxlen=25000, - approximate=True + stream_name, end_signal, maxlen=25000, approximate=True ) logger.info(f"πŸ“‘ Sent end-of-session signal for {session_id} to {stream_name}") @@ -187,14 +181,22 @@ async def get_session(self, session_id: str) -> dict: session_data = await self.redis_client.hgetall(session_key) # Convert bytes to strings for easier handling - return {k.decode() if isinstance(k, bytes) else k: v.decode() if isinstance(v, bytes) else v - for k, v in session_data.items()} if session_data else {} + return ( + { + k.decode() if isinstance(k, bytes) else k: ( + v.decode() if isinstance(v, bytes) else v + ) + for k, v in session_data.items() + } + if session_data + else {} + ) async def update_session_job_ids( self, session_id: str, speech_detection_job_id: str = None, - audio_persistence_job_id: str = None + audio_persistence_job_id: str = None, ): """ Update job IDs in session metadata. @@ -224,10 +226,13 @@ async def mark_websocket_disconnected(self, session_id: str): session_id: Session identifier """ session_key = f"audio:session:{session_id}" - await self.redis_client.hset(session_key, mapping={ - "websocket_connected": "false", - "disconnected_at": str(time.time()) - }) + await self.redis_client.hset( + session_key, + mapping={ + "websocket_connected": "false", + "disconnected_at": str(time.time()), + }, + ) logger.info(f"πŸ”Œ Marked websocket disconnected for session {session_id}") async def finalize_session(self, session_id: str, completion_reason: str = None): @@ -242,15 +247,14 @@ async def finalize_session(self, session_id: str, completion_reason: str = None) session_key = f"audio:session:{session_id}" # Build mapping with status and optional completion_reason - mapping = { - "status": "finalizing", - "finalized_at": str(time.time()) - } + mapping = {"status": "finalizing", "finalized_at": str(time.time())} # Set completion_reason atomically with status to prevent race conditions if completion_reason: mapping["completion_reason"] = completion_reason - logger.info(f"πŸ“Š Finalizing session {session_id} with reason: {completion_reason}") + logger.info( + f"πŸ“Š Finalizing session {session_id} with reason: {completion_reason}" + ) await self.redis_client.hset(session_key, mapping=mapping) @@ -269,10 +273,7 @@ async def finalize_session(self, session_id: str, completion_reason: str = None) } await self.redis_client.xadd( - stream_name, - end_marker_data, - maxlen=25000, - approximate=True + stream_name, end_marker_data, maxlen=25000, approximate=True ) logger.info(f"πŸ“‘ Sent end_marker to {stream_name} for session {session_id}") @@ -286,12 +287,11 @@ async def add_audio_chunk( self, audio_data: bytes, session_id: str, - chunk_id: str, user_id: str, client_id: str, sample_rate: int = 16000, channels: int = 1, - sample_width: int = 2 + sample_width: int = 2, ) -> list[str]: """ Add audio data to session buffer and publish fixed-size chunks. @@ -302,7 +302,6 @@ async def add_audio_chunk( Args: audio_data: Raw PCM audio bytes (arbitrary size from WebSocket) session_id: Session identifier - chunk_id: Base chunk identifier (will increment for multiple chunks) user_id: User identifier client_id: Client identifier (used for stream naming) sample_rate: Audio sample rate (Hz) @@ -321,7 +320,7 @@ async def add_audio_chunk( "user_id": user_id, "client_id": client_id, "stream_name": stream_name, - "provider": "deepgram" + "provider": "deepgram", } session_buffer = self.session_buffers[session_id] @@ -366,7 +365,7 @@ async def add_audio_chunk( stream_name, chunk_data, maxlen=25000, # Keep max 25k chunks (~104 minutes at 250ms/chunk) - approximate=True + approximate=True, ) message_ids.append(message_id.decode()) @@ -374,7 +373,10 @@ async def add_audio_chunk( await self.update_session_chunk_count(session_id) # Log every 10th chunk to avoid spam - if session_buffer["chunk_count"] % 10 == 0 or session_buffer["chunk_count"] <= 5: + if ( + session_buffer["chunk_count"] % 10 == 0 + or session_buffer["chunk_count"] <= 5 + ): logger.debug( f"πŸ“€ Added fixed-size chunk {chunk_id_formatted} to {stream_name} " f"({len(chunk_audio)} bytes = {len(chunk_audio)/bytes_per_second:.3f}s, " @@ -396,7 +398,7 @@ async def flush_session_buffer( session_id: str, sample_rate: int = 16000, channels: int = 1, - sample_width: int = 2 + sample_width: int = 2, ) -> str | None: """ Flush any remaining audio in session buffer. @@ -443,10 +445,7 @@ async def flush_session_buffer( # Add to stream with MAXLEN limit message_id = await self.redis_client.xadd( - stream_name, - chunk_data, - maxlen=25000, - approximate=True + stream_name, chunk_data, maxlen=25000, approximate=True ) # Update session tracking @@ -463,7 +462,6 @@ async def flush_session_buffer( return None - # Singleton instance _producer_instance = None @@ -486,12 +484,12 @@ def get_audio_stream_producer() -> AudioStreamProducer: # Create async Redis client (synchronous call, connection happens on first use) redis_client = redis_async.from_url( - redis_url, - encoding="utf-8", - decode_responses=False + redis_url, encoding="utf-8", decode_responses=False ) _producer_instance = AudioStreamProducer(redis_client) - logger.info(f"Created AudioStreamProducer singleton with Redis URL: {redis_url}") + logger.info( + f"Created AudioStreamProducer singleton with Redis URL: {redis_url}" + ) return _producer_instance diff --git a/backends/advanced/src/advanced_omi_backend/services/transcription/__init__.py b/backends/advanced/src/advanced_omi_backend/services/transcription/__init__.py index 84e26f11..804077f4 100644 --- a/backends/advanced/src/advanced_omi_backend/services/transcription/__init__.py +++ b/backends/advanced/src/advanced_omi_backend/services/transcription/__init__.py @@ -42,13 +42,10 @@ def _parse_hot_words_to_keyterm(hot_words_str: str) -> str: terms = [] for word in re.split(r"[,\n]+", hot_words_str): - word = word.strip() + word = word.strip().lower() if not word: continue terms.append(word) - capitalized = word.title() - if capitalized != word: - terms.append(capitalized) return " ".join(terms) @@ -61,11 +58,11 @@ def _dotted_get(d: dict | list | None, dotted: Optional[str]): if d is None or not dotted: return None cur = d - for part in dotted.split('.'): + for part in dotted.split("."): if not part: continue - if '[' in part and part.endswith(']'): - name, idx_str = part[:-1].split('[', 1) + if "[" in part and part.endswith("]"): + name, idx_str = part[:-1].split("[", 1) if name: cur = cur.get(name, {}) if isinstance(cur, dict) else {} try: @@ -83,6 +80,40 @@ def _dotted_get(d: dict | list | None, dotted: Optional[str]): return cur +def _normalize_provider_segments(segments: list) -> list: + """Normalize provider-specific segment formats to a standard shape. + + Handles Deepgram paragraph format where: + - text is nested in ``sentences[].text`` instead of a top-level ``text`` field + - ``speaker`` is an integer (0, 1) instead of a string ("Speaker 0") + + After normalization every segment dict will have: + - ``text`` (str): combined sentence text + - ``speaker`` (str): "Speaker N" label + - ``start`` / ``end`` (float): time span (preserved from original) + """ + if not segments: + return segments + + for seg in segments: + if not isinstance(seg, dict): + continue + + # Deepgram paragraphs: text lives inside sentences[], not top-level + if "text" not in seg and "sentences" in seg: + sentences = seg.get("sentences", []) + seg["text"] = " ".join( + s.get("text", "") for s in sentences if isinstance(s, dict) + ) + + # Normalise integer speaker IDs to "Speaker N" strings + speaker = seg.get("speaker") + if isinstance(speaker, (int, float)): + seg["speaker"] = f"Speaker {int(speaker)}" + + return segments + + class RegistryBatchTranscriptionProvider(BatchTranscriptionProvider): """Batch transcription provider driven by config.yml.""" @@ -124,24 +155,33 @@ def get_capabilities_dict(self) -> dict: """ return {cap: True for cap in self._capabilities} - async def transcribe(self, audio_data: bytes, sample_rate: int, diarize: bool = False, context_info: Optional[str] = None, **kwargs) -> dict: + async def transcribe( + self, + audio_data: bytes, + sample_rate: int, + diarize: bool = False, + context_info: Optional[str] = None, + progress_callback=None, + **kwargs, + ) -> dict: # Special handling for mock provider (no HTTP server needed) if self.model.model_provider == "mock": from .mock_provider import MockTranscriptionProvider + mock = MockTranscriptionProvider(fail_mode=False) return await mock.transcribe(audio_data, sample_rate, diarize) op = (self.model.operations or {}).get("stt_transcribe") or {} method = (op.get("method") or "POST").upper() - path = (op.get("path") or "/listen") + path = op.get("path") or "/listen" # Build URL base = self.model.model_url.rstrip("/") url = base + ("/" + path.lstrip("/")) - + # Check if we should use multipart file upload (for Parakeet) content_type = op.get("content_type", "audio/raw") use_multipart = content_type == "multipart/form-data" - + # Build headers (skip Content-Type for multipart as httpx will set it) headers = {} if not use_multipart: @@ -152,7 +192,7 @@ async def transcribe(self, audio_data: bytes, sample_rate: int, diarize: bool = headers["Content-Type"] = "audio/wav" else: headers["Content-Type"] = "audio/raw" - + if self.model.api_key: # Allow templated header, otherwise fallback to Bearer/Token conventions by config hdrs = op.get("headers") or {} @@ -167,7 +207,10 @@ async def transcribe(self, audio_data: bytes, sample_rate: int, diarize: bool = hdrs = op.get("headers") or {} for k, v in hdrs.items(): # Skip Authorization headers with empty/invalid values - if k.lower() == "authorization" and (not v or v.strip().lower() in ["token", "token ", "bearer", "bearer "]): + if k.lower() == "authorization" and ( + not v + or v.strip().lower() in ["token", "token ", "bearer", "bearer "] + ): continue headers[k] = v @@ -196,24 +239,72 @@ async def transcribe(self, audio_data: bytes, sample_rate: int, diarize: bool = if keyterm: query["keyterm"] = keyterm + # NOTE: PULSE (smallest.ai) does NOT support keywords on WebSocket or + # batch HTTP β€” any `keywords` query param causes 0 responses or HTTP 400. + # Hot-word boosting for PULSE is not injected here. + timeout = op.get("timeout", 300) + # Use a longer read timeout for NDJSON progress responses β€” each + # batch window can take minutes but the service keeps sending + # progress lines between windows. + read_timeout = op.get("read_timeout", timeout) try: - async with httpx.AsyncClient(timeout=timeout) as client: + timeouts = httpx.Timeout(timeout, read=read_timeout) + async with httpx.AsyncClient(timeout=timeouts) as client: if method == "POST": if use_multipart: # Send as multipart file upload (for Parakeet/VibeVoice) files = {"file": ("audio.wav", audio_data, "audio/wav")} - data = {} + form_data = {} if hot_words_str and hot_words_str.strip(): - data["context_info"] = hot_words_str.strip() - resp = await client.post(url, headers=headers, params=query, files=files, data=data) + form_data["context_info"] = hot_words_str.strip() + + # Use streaming to handle NDJSON progress responses + async with client.stream( + "POST", + url, + headers=headers, + params=query, + files=files, + data=form_data, + ) as resp: + resp.raise_for_status() + content_type = resp.headers.get("content-type", "") + + if "application/x-ndjson" in content_type: + # Batch progress: read events line by line + data = None + async for line in resp.aiter_lines(): + line = line.strip() + if not line: + continue + event = json.loads(line) + if ( + event.get("type") == "progress" + and progress_callback + ): + progress_callback(event) + elif event.get("type") == "result": + data = event + if data is None: + raise RuntimeError( + f"NDJSON stream from '{self._name}' ended without a result event" + ) + else: + # Normal JSON response + await resp.aread() + data = resp.json() else: # Send as raw audio data (for Deepgram) - resp = await client.post(url, headers=headers, params=query, content=audio_data) + resp = await client.post( + url, headers=headers, params=query, content=audio_data + ) + resp.raise_for_status() + data = resp.json() else: resp = await client.get(url, headers=headers, params=query) - resp.raise_for_status() - data = resp.json() + resp.raise_for_status() + data = resp.json() except httpx.ConnectError as e: raise ConnectionError( f"Cannot reach transcription service '{self._name}' at {url}. " @@ -233,7 +324,9 @@ async def transcribe(self, audio_data: bytes, sample_rate: int, diarize: bool = channels = data["results"]["channels"] if channels and "alternatives" in channels[0]: alt = channels[0]["alternatives"][0] - logger.debug(f"DEBUG Registry: Deepgram alternative keys: {list(alt.keys())}") + logger.debug( + f"DEBUG Registry: Deepgram alternative keys: {list(alt.keys())}" + ) # Extract normalized shape text, words, segments = "", [], [] @@ -242,26 +335,36 @@ async def transcribe(self, audio_data: bytes, sample_rate: int, diarize: bool = text = _dotted_get(data, extract.get("text")) or "" words = _dotted_get(data, extract.get("words")) or [] segments = _dotted_get(data, extract.get("segments")) or [] + segments = _normalize_provider_segments(segments) # Check config to decide whether to keep or discard provider segments transcription_config = get_backend_config("transcription") - use_provider_segments = transcription_config.get("use_provider_segments", False) + use_provider_segments = transcription_config.get( + "use_provider_segments", False + ) if not use_provider_segments: segments = [] - logger.debug(f"Transcription: Extracted {len(words)} words, ignoring provider segments (use_provider_segments=false)") + logger.debug( + f"Transcription: Extracted {len(words)} words, ignoring provider segments (use_provider_segments=false)" + ) else: - logger.debug(f"Transcription: Extracted {len(words)} words, keeping {len(segments)} provider segments (use_provider_segments=true)") + logger.debug( + f"Transcription: Extracted {len(words)} words, keeping {len(segments)} provider segments (use_provider_segments=true)" + ) return {"text": text, "words": words, "segments": segments} + class RegistryStreamingTranscriptionProvider(StreamingTranscriptionProvider): """Streaming transcription provider using a config-driven WebSocket template.""" def __init__(self): registry = get_models_registry() if not registry: - raise RuntimeError("config.yml not found; cannot configure streaming STT provider") + raise RuntimeError( + "config.yml not found; cannot configure streaming STT provider" + ) model = registry.get_default("stt_stream") if not model: raise RuntimeError("No default stt_stream model defined in config.yml") @@ -281,9 +384,13 @@ def capabilities(self) -> set: async def transcribe(self, audio_data: bytes, sample_rate: int, **kwargs) -> dict: """Not used for streaming providers - use start_stream/process_audio_chunk/end_stream instead.""" - raise NotImplementedError("Streaming providers do not support batch transcription") + raise NotImplementedError( + "Streaming providers do not support batch transcription" + ) - async def start_stream(self, client_id: str, sample_rate: int = 16000, diarize: bool = False): + async def start_stream( + self, client_id: str, sample_rate: int = 16000, diarize: bool = False + ): base_url = self.model.model_url ops = self.model.operations or {} @@ -309,6 +416,9 @@ async def start_stream(self, client_id: str, sample_rate: int = 16000, diarize: except Exception as e: logger.debug(f"Failed to fetch asr.hot_words for streaming: {e}") + # NOTE: PULSE/wave (smallest.ai) does NOT support keywords on WebSocket β€” + # any `keywords` query param causes 0 responses or HTTP 400. + # Normalize boolean values to lowercase strings (Deepgram expects "true"/"false", not "True"/"False") normalized_query = {} for k, v in query_dict.items(): @@ -351,9 +461,16 @@ async def start_stream(self, client_id: str, sample_rate: int = 16000, diarize: except Exception: pass - self._streams[client_id] = {"ws": ws, "sample_rate": sample_rate, "final": None, "interim": []} + self._streams[client_id] = { + "ws": ws, + "sample_rate": sample_rate, + "final": None, + "interim": [], + } - async def process_audio_chunk(self, client_id: str, audio_chunk: bytes) -> dict | None: + async def process_audio_chunk( + self, client_id: str, audio_chunk: bytes + ) -> dict | None: if client_id not in self._streams: return None ws = self._streams[client_id]["ws"] @@ -372,7 +489,7 @@ async def process_audio_chunk(self, client_id: str, audio_chunk: bytes) -> dict await ws.send(audio_chunk) # Non-blocking read for results - expect = (ops.get("expect", {}) or {}) + expect = ops.get("expect", {}) or {} extract = expect.get("extract", {}) interim_type = expect.get("interim_type") final_type = expect.get("final_type") @@ -392,16 +509,33 @@ async def process_audio_chunk(self, client_id: str, audio_chunk: bytes) -> dict # Fallback: check is_final directly (for providers that don't use a type field) is_final = data.get("is_final", False) - # Extract result data - text = _dotted_get(data, extract.get("text")) if extract.get("text") else data.get("text", "") - words = _dotted_get(data, extract.get("words")) if extract.get("words") else data.get("words", []) - segments = _dotted_get(data, extract.get("segments")) if extract.get("segments") else data.get("segments", []) + # Extract result data (guard against None from _dotted_get) + text = ( + _dotted_get(data, extract.get("text")) + if extract.get("text") + else data.get("text", "") + ) or "" + words = ( + _dotted_get(data, extract.get("words")) + if extract.get("words") + else data.get("words", []) + ) or [] + segments = ( + _dotted_get(data, extract.get("segments")) + if extract.get("segments") + else data.get("segments", []) + ) or [] + segments = _normalize_provider_segments(segments) # Calculate confidence if available confidence = data.get("confidence", 0.0) if not confidence and words and isinstance(words, list): # Calculate average word confidence - confidences = [w.get("confidence", 0.0) for w in words if isinstance(w, dict) and "confidence" in w] + confidences = [ + w.get("confidence", 0.0) + for w in words + if isinstance(w, dict) and "confidence" in w + ] if confidences: confidence = sum(confidences) / len(confidences) @@ -412,7 +546,7 @@ async def process_audio_chunk(self, client_id: str, audio_chunk: bytes) -> dict "words": words, "segments": segments, "is_final": is_final, - "confidence": confidence + "confidence": confidence, } except asyncio.TimeoutError: @@ -430,7 +564,7 @@ async def end_stream(self, client_id: str) -> dict: end_msg = (ops.get("end", {}) or {}).get("message", {"type": "stop"}) await ws.send(json.dumps(end_msg)) - expect = (ops.get("expect", {}) or {}) + expect = ops.get("expect", {}) or {} final_type = expect.get("final_type") extract = expect.get("extract", {}) @@ -457,14 +591,29 @@ async def end_stream(self, client_id: str) -> dict: if not isinstance(final, dict): return {"text": "", "words": [], "segments": []} + segments = ( + _dotted_get(final, extract.get("segments")) + if extract + else final.get("segments", []) + ) or [] return { - "text": _dotted_get(final, extract.get("text")) if extract else final.get("text", ""), - "words": _dotted_get(final, extract.get("words")) if extract else final.get("words", []), - "segments": _dotted_get(final, extract.get("segments")) if extract else final.get("segments", []), + "text": ( + _dotted_get(final, extract.get("text")) + if extract + else final.get("text", "") + ), + "words": ( + _dotted_get(final, extract.get("words")) + if extract + else final.get("words", []) + ), + "segments": _normalize_provider_segments(segments), } -def get_transcription_provider(provider_name: Optional[str] = None, mode: Optional[str] = None) -> Optional[BaseTranscriptionProvider]: +def get_transcription_provider( + provider_name: Optional[str] = None, mode: Optional[str] = None +) -> Optional[BaseTranscriptionProvider]: """Return a registry-driven transcription provider. - mode="batch": HTTP-based STT (default) @@ -503,7 +652,9 @@ def is_transcription_available(mode: str = "batch") -> bool: return provider is not None -def get_mock_transcription_provider(fail_mode: bool = False) -> BaseTranscriptionProvider: +def get_mock_transcription_provider( + fail_mode: bool = False, +) -> BaseTranscriptionProvider: """Return a mock transcription provider (for testing only). Args: @@ -513,6 +664,7 @@ def get_mock_transcription_provider(fail_mode: bool = False) -> BaseTranscriptio MockTranscriptionProvider instance """ from .mock_provider import MockTranscriptionProvider + return MockTranscriptionProvider(fail_mode=fail_mode) diff --git a/backends/advanced/src/advanced_omi_backend/services/transcription/mock_provider.py b/backends/advanced/src/advanced_omi_backend/services/transcription/mock_provider.py index f596214f..02e5b37c 100644 --- a/backends/advanced/src/advanced_omi_backend/services/transcription/mock_provider.py +++ b/backends/advanced/src/advanced_omi_backend/services/transcription/mock_provider.py @@ -33,7 +33,15 @@ def name(self) -> str: """Return the provider name for logging.""" return "mock" - async def transcribe(self, audio_data: bytes, sample_rate: int, diarize: bool = False) -> dict: + async def transcribe( + self, + audio_data: bytes, + sample_rate: int, + diarize: bool = False, + context_info=None, + progress_callback=None, + **kwargs, + ) -> dict: """ Return a predefined mock transcript or raise exception in fail mode. @@ -41,6 +49,9 @@ async def transcribe(self, audio_data: bytes, sample_rate: int, diarize: bool = audio_data: Raw audio bytes (ignored in mock) sample_rate: Audio sample rate (ignored in mock) diarize: Whether to enable speaker diarization (ignored in mock) + context_info: Optional ASR context (ignored in mock) + progress_callback: Optional callback for batch progress (ignored in mock) + **kwargs: Additional parameters (ignored in mock) Returns: Dictionary containing predefined transcript with words and segments @@ -88,20 +99,9 @@ async def transcribe(self, audio_data: bytes, sample_rate: int, diarize: bool = ] # Mock segments (single speaker for simplicity) - segments = [ - { - "speaker": 0, - "start": 0.0, - "end": 6.5, - "text": mock_transcript - } - ] + segments = [{"speaker": 0, "start": 0.0, "end": 6.5, "text": mock_transcript}] - return { - "text": mock_transcript, - "words": words, - "segments": segments if diarize else [] - } + return {"text": mock_transcript, "words": words, "segments": segments if diarize else []} async def connect(self, client_id: Optional[str] = None): """Initialize the mock provider (no-op).""" diff --git a/backends/advanced/src/advanced_omi_backend/workers/conversation_jobs.py b/backends/advanced/src/advanced_omi_backend/workers/conversation_jobs.py index b1bbb8cd..2142ce07 100644 --- a/backends/advanced/src/advanced_omi_backend/workers/conversation_jobs.py +++ b/backends/advanced/src/advanced_omi_backend/workers/conversation_jobs.py @@ -21,6 +21,7 @@ ) from advanced_omi_backend.controllers.session_controller import mark_session_complete from advanced_omi_backend.models.job import async_job +from advanced_omi_backend.observability.otel_setup import set_otel_session from advanced_omi_backend.plugins.events import PluginEvent from advanced_omi_backend.services.plugin_service import ( ensure_plugin_router, @@ -106,7 +107,9 @@ async def handle_end_of_conversation( from advanced_omi_backend.models.conversation import Conversation - conversation = await Conversation.find_one(Conversation.conversation_id == conversation_id) + conversation = await Conversation.find_one( + Conversation.conversation_id == conversation_id + ) if conversation: # Convert string to enum try: @@ -121,7 +124,9 @@ async def handle_end_of_conversation( f"πŸ’Ύ Saved conversation {conversation_id[:12]} end_reason: {conversation.end_reason}" ) else: - logger.warning(f"⚠️ Conversation {conversation_id} not found for end reason tracking") + logger.warning( + f"⚠️ Conversation {conversation_id} not found for end reason tracking" + ) # Increment conversation count for this session conversation_count_key = f"session:conversation_count:{session_id}" @@ -134,7 +139,9 @@ async def handle_end_of_conversation( session_status = await redis_client.hget(session_key, "status") if session_status: status_str = ( - session_status.decode() if isinstance(session_status, bytes) else session_status + session_status.decode() + if isinstance(session_status, bytes) + else session_status ) if status_str == "active": @@ -257,7 +264,9 @@ async def open_conversation_job( conversation = None if existing_conversation_id_bytes: existing_conversation_id = existing_conversation_id_bytes.decode() - logger.info(f"πŸ” Found Redis key with conversation_id={existing_conversation_id}") + logger.info( + f"πŸ” Found Redis key with conversation_id={existing_conversation_id}" + ) # Try to fetch the existing conversation by conversation_id conversation = await Conversation.find_one( @@ -272,13 +281,16 @@ async def open_conversation_job( f"processing_status={processing_status}" ) else: - logger.warning(f"⚠️ Conversation {existing_conversation_id} not found in database!") + logger.warning( + f"⚠️ Conversation {existing_conversation_id} not found in database!" + ) # Verify it's a placeholder conversation (always_persist=True, processing_status='pending_transcription') if ( conversation and getattr(conversation, "always_persist", False) - and getattr(conversation, "processing_status", None) == "pending_transcription" + and getattr(conversation, "processing_status", None) + == "pending_transcription" ): logger.info( f"πŸ”„ Reusing placeholder conversation {conversation.conversation_id} for session {session_id}" @@ -297,7 +309,9 @@ async def open_conversation_job( ) conversation = None else: - logger.info(f"πŸ” No Redis key found for {conversation_key}, creating new conversation") + logger.info( + f"πŸ” No Redis key found for {conversation_key}, creating new conversation" + ) # If no valid placeholder found, create new conversation if not conversation: @@ -309,17 +323,23 @@ async def open_conversation_job( ) await conversation.insert() conversation_id = conversation.conversation_id - logger.info(f"βœ… Created streaming conversation {conversation_id} for session {session_id}") + logger.info( + f"βœ… Created streaming conversation {conversation_id} for session {session_id}" + ) # Attach markers from Redis session (e.g., button events captured during streaming) session_key = f"audio:session:{session_id}" markers_json = await redis_client.hget(session_key, "markers") if markers_json: try: - markers_data = markers_json if isinstance(markers_json, str) else markers_json.decode() + markers_data = ( + markers_json if isinstance(markers_json, str) else markers_json.decode() + ) conversation.markers = json.loads(markers_data) await conversation.save() - logger.info(f"πŸ“Œ Attached {len(conversation.markers)} markers to conversation {conversation_id}") + logger.info( + f"πŸ“Œ Attached {len(conversation.markers)} markers to conversation {conversation_id}" + ) except Exception as marker_err: logger.warning(f"⚠️ Failed to parse markers from Redis: {marker_err}") @@ -334,7 +354,9 @@ async def open_conversation_job( speaker_check_job_id = speech_job.meta.get("speaker_check_job_id") if speaker_check_job_id: try: - speaker_check_job = Job.fetch(speaker_check_job_id, connection=redis_conn) + speaker_check_job = Job.fetch( + speaker_check_job_id, connection=redis_conn + ) speaker_check_job.meta["conversation_id"] = conversation_id speaker_check_job.save_meta() except Exception as e: @@ -358,7 +380,9 @@ async def open_conversation_job( # Signal audio persistence job to rotate to this conversation's file rotation_signal_key = f"conversation:current:{session_id}" - await redis_client.set(rotation_signal_key, conversation_id, ex=86400) # 24 hour TTL + await redis_client.set( + rotation_signal_key, conversation_id, ex=86400 + ) # 24 hour TTL logger.info( f"πŸ”„ Signaled audio persistence to rotate file for conversation {conversation_id[:12]}" ) @@ -368,20 +392,26 @@ async def open_conversation_job( # Job control session_key = f"audio:session:{session_id}" - max_runtime = 10740 # 3 hours - 60 seconds (single conversations shouldn't exceed 3 hours) + max_runtime = ( + 10740 # 3 hours - 60 seconds (single conversations shouldn't exceed 3 hours) + ) start_time = time.time() last_result_count = 0 finalize_received = False # Inactivity timeout configuration - inactivity_timeout_seconds = float(os.getenv("SPEECH_INACTIVITY_THRESHOLD_SECONDS", "60")) + inactivity_timeout_seconds = float( + os.getenv("SPEECH_INACTIVITY_THRESHOLD_SECONDS", "60") + ) inactivity_timeout_minutes = inactivity_timeout_seconds / 60 last_meaningful_speech_time = ( 0.0 # Initialize with audio time 0 (will be updated with first speech) ) timeout_triggered = False # Track if closure was due to timeout - close_requested_reason = None # Track if closure was requested via API/plugin/button + close_requested_reason = ( + None # Track if closure was requested via API/plugin/button + ) last_inactivity_log_time = ( time.time() ) # Track when we last logged inactivity (wall-clock for logging) @@ -389,7 +419,9 @@ async def open_conversation_job( # Test mode: wait for audio queue to drain before timing out # In real usage, ambient noise keeps connection alive. In tests, chunks arrive in bursts. - wait_for_queue_drain = os.getenv("WAIT_FOR_AUDIO_QUEUE_DRAIN", "false").lower() == "true" + wait_for_queue_drain = ( + os.getenv("WAIT_FOR_AUDIO_QUEUE_DRAIN", "false").lower() == "true" + ) logger.info( f"πŸ“Š Conversation timeout configured: {inactivity_timeout_minutes} minutes ({inactivity_timeout_seconds}s)" @@ -413,7 +445,9 @@ async def open_conversation_job( finalize_received = True # Get completion reason (guaranteed to exist with unified API) - completion_reason = await redis_client.hget(session_key, "completion_reason") + completion_reason = await redis_client.hget( + session_key, "completion_reason" + ) completion_reason_str = ( completion_reason.decode() if completion_reason else "unknown" ) @@ -433,11 +467,19 @@ async def open_conversation_job( # Check for conversation close request (set by API, plugins, button press) if not finalize_received: - close_reason = await redis_client.hget(session_key, "conversation_close_requested") + close_reason = await redis_client.hget( + session_key, "conversation_close_requested" + ) if close_reason: await redis_client.hdel(session_key, "conversation_close_requested") - close_requested_reason = close_reason.decode() if isinstance(close_reason, bytes) else close_reason - logger.info(f"πŸ”’ Conversation close requested: {close_requested_reason}") + close_requested_reason = ( + close_reason.decode() + if isinstance(close_reason, bytes) + else close_reason + ) + logger.info( + f"πŸ”’ Conversation close requested: {close_requested_reason}" + ) timeout_triggered = True # Session stays active (same restart behavior as inactivity timeout) finalize_received = True break @@ -484,9 +526,12 @@ async def open_conversation_job( estimated_duration = len(text.split()) * 0.5 # ~0.5 seconds per word seg["end"] = start + estimated_duration - # Ensure speaker field exists - if "speaker" not in seg or not seg["speaker"]: + # Ensure speaker field exists and is a string + speaker = seg.get("speaker") + if speaker is None or speaker == "": seg["speaker"] = "SPEAKER_00" + elif isinstance(speaker, (int, float)): + seg["speaker"] = f"Speaker {int(speaker)}" validated_segments.append(seg) @@ -528,7 +573,9 @@ async def open_conversation_job( # Can't reliably detect inactivity, so skip timeout check this iteration inactivity_duration = 0 if speech_analysis.get("fallback", False): - logger.debug("⚠️ Skipping inactivity check (no audio timestamps available)") + logger.debug( + "⚠️ Skipping inactivity check (no audio timestamps available)" + ) current_time = time.time() @@ -651,7 +698,9 @@ async def open_conversation_job( else: end_reason = "user_stopped" - logger.info(f"πŸ“Š Conversation {conversation_id[:12]} end_reason determined: {end_reason}") + logger.info( + f"πŸ“Š Conversation {conversation_id[:12]} end_reason determined: {end_reason}" + ) # Wrap all post-processing in try/finally to guarantee handle_end_of_conversation() # is always called, even if an exception occurs during transcript saving, job @@ -686,7 +735,9 @@ async def open_conversation_job( f"⚠️ Streaming transcription ended with error for {session_id}, proceeding anyway" ) else: - logger.info(f"βœ… Streaming transcription confirmed complete for {session_id}") + logger.info( + f"βœ… Streaming transcription confirmed complete for {session_id}" + ) break await asyncio.sleep(0.5) waited_streaming += 0.5 @@ -725,14 +776,20 @@ async def open_conversation_job( end_reason=end_reason, ) - logger.info(f"πŸ“¦ MongoDB audio chunks ready for conversation {conversation_id[:12]}") + logger.info( + f"πŸ“¦ MongoDB audio chunks ready for conversation {conversation_id[:12]}" + ) # Get final streaming transcript and save to conversation - logger.info(f"πŸ“ Retrieving final streaming transcript for conversation {conversation_id[:12]}") + logger.info( + f"πŸ“ Retrieving final streaming transcript for conversation {conversation_id[:12]}" + ) final_transcript = await aggregator.get_combined_results(session_id) # Fetch conversation from database to ensure we have latest state - conversation = await Conversation.find_one(Conversation.conversation_id == conversation_id) + conversation = await Conversation.find_one( + Conversation.conversation_id == conversation_id + ) if not conversation: logger.error(f"❌ Conversation {conversation_id} not found in database") raise ValueError(f"Conversation {conversation_id} not found") @@ -810,7 +867,8 @@ async def open_conversation_job( # Update placeholder conversation if it exists if ( getattr(conversation, "always_persist", False) - and getattr(conversation, "processing_status", None) == "pending_transcription" + and getattr(conversation, "processing_status", None) + == "pending_transcription" ): # Keep placeholder status - will be updated by title_summary_job logger.info( @@ -837,12 +895,13 @@ async def open_conversation_job( # Check if always_batch_retranscribe is enabled from advanced_omi_backend.config_loader import get_backend_config - transcription_cfg = get_backend_config('transcription') + transcription_cfg = get_backend_config("transcription") batch_retranscribe = False if transcription_cfg: from omegaconf import OmegaConf + cfg_dict = OmegaConf.to_container(transcription_cfg, resolve=True) - batch_retranscribe = cfg_dict.get('always_batch_retranscribe', False) + batch_retranscribe = cfg_dict.get("always_batch_retranscribe", False) if batch_retranscribe: # BATCH PATH: Streaming transcript saved as preview β€” user sees it immediately @@ -852,7 +911,9 @@ async def open_conversation_job( JOB_RESULT_TTL, transcription_queue, ) - from advanced_omi_backend.workers.transcription_jobs import transcribe_full_audio_job + from advanced_omi_backend.workers.transcription_jobs import ( + transcribe_full_audio_job, + ) batch_version_id = f"batch_{conversation_id[:12]}" batch_job = transcription_queue.enqueue( @@ -864,7 +925,7 @@ async def open_conversation_job( result_ttl=JOB_RESULT_TTL, job_id=f"batch_retranscribe_{conversation_id[:12]}", description=f"Batch re-transcription for {conversation_id[:8]}", - meta={'conversation_id': conversation_id, 'client_id': client_id}, + meta={"conversation_id": conversation_id, "client_id": client_id}, ) logger.info( @@ -948,7 +1009,9 @@ async def open_conversation_job( @async_job(redis=True, beanie=True) -async def generate_title_summary_job(conversation_id: str, *, redis_client=None) -> Dict[str, Any]: +async def generate_title_summary_job( + conversation_id: str, *, redis_client=None +) -> Dict[str, Any]: """ Generate title, short summary, and detailed summary for a conversation using LLM. @@ -971,12 +1034,17 @@ async def generate_title_summary_job(conversation_id: str, *, redis_client=None) generate_title_and_summary, ) - logger.info(f"πŸ“ Starting title/summary generation for conversation {conversation_id}") + set_otel_session(conversation_id) + logger.info( + f"πŸ“ Starting title/summary generation for conversation {conversation_id}" + ) start_time = time.time() # Get the conversation - conversation = await Conversation.find_one(Conversation.conversation_id == conversation_id) + conversation = await Conversation.find_one( + Conversation.conversation_id == conversation_id + ) if not conversation: logger.error(f"Conversation {conversation_id} not found") return {"success": False, "error": "Conversation not found"} @@ -986,7 +1054,9 @@ async def generate_title_summary_job(conversation_id: str, *, redis_client=None) segments = conversation.segments or [] if not transcript_text and (not segments or len(segments) == 0): - logger.warning(f"⚠️ No transcript or segments available for conversation {conversation_id}") + logger.warning( + f"⚠️ No transcript or segments available for conversation {conversation_id}" + ) return { "success": False, "error": "No transcript or segments available", @@ -1018,18 +1088,24 @@ async def generate_title_summary_job(conversation_id: str, *, redis_client=None) else: logger.info(f"πŸ“š No memories found for context enrichment") except Exception as mem_error: - logger.warning(f"⚠️ Could not fetch memory context (continuing without): {mem_error}") + logger.warning( + f"⚠️ Could not fetch memory context (continuing without): {mem_error}" + ) # Generate title+summary (one call) and detailed summary in parallel import asyncio (title, short_summary), detailed_summary = await asyncio.gather( generate_title_and_summary( - transcript_text, segments=segments, user_id=conversation.user_id, + transcript_text, + segments=segments, + user_id=conversation.user_id, langfuse_session_id=conversation_id, ), generate_detailed_summary( - transcript_text, segments=segments, memory_context=memory_context, + transcript_text, + segments=segments, + memory_context=memory_context, langfuse_session_id=conversation_id, ), ) @@ -1040,10 +1116,15 @@ async def generate_title_summary_job(conversation_id: str, *, redis_client=None) logger.info(f"βœ… Generated title: '{conversation.title}'") logger.info(f"βœ… Generated summary: '{conversation.summary}'") - logger.info(f"βœ… Generated detailed summary: {len(conversation.detailed_summary)} chars") + logger.info( + f"βœ… Generated detailed summary: {len(conversation.detailed_summary)} chars" + ) # Update processing status for placeholder/reprocessing conversations - if getattr(conversation, "processing_status", None) in ["pending_transcription", "reprocessing"]: + if getattr(conversation, "processing_status", None) in [ + "pending_transcription", + "reprocessing", + ]: conversation.processing_status = "completed" logger.info( f"βœ… Updated placeholder conversation {conversation_id} " @@ -1054,7 +1135,10 @@ async def generate_title_summary_job(conversation_id: str, *, redis_client=None) logger.error(f"❌ Title/summary generation failed: {gen_error}") # Mark placeholder/reprocessing conversation as failed - if getattr(conversation, "processing_status", None) in ["pending_transcription", "reprocessing"]: + if getattr(conversation, "processing_status", None) in [ + "pending_transcription", + "reprocessing", + ]: conversation.title = "Audio Recording (Transcription Failed)" conversation.summary = f"Title/summary generation failed: {str(gen_error)}" conversation.processing_status = "transcription_failed" @@ -1089,7 +1173,9 @@ async def generate_title_summary_job(conversation_id: str, *, redis_client=None) "title": conversation.title, "summary": conversation.summary, "detailed_summary_length": ( - len(conversation.detailed_summary) if conversation.detailed_summary else 0 + len(conversation.detailed_summary) + if conversation.detailed_summary + else 0 ), "segment_count": len(segments), "processing_time": processing_time, @@ -1140,12 +1226,16 @@ async def dispatch_conversation_complete_event_job( """ from advanced_omi_backend.models.conversation import Conversation - logger.info(f"πŸ“Œ Dispatching conversation.complete event for conversation {conversation_id}") + logger.info( + f"πŸ“Œ Dispatching conversation.complete event for conversation {conversation_id}" + ) start_time = time.time() # Get the conversation to include in event data - conversation = await Conversation.find_one(Conversation.conversation_id == conversation_id) + conversation = await Conversation.find_one( + Conversation.conversation_id == conversation_id + ) if not conversation: logger.error(f"Conversation {conversation_id} not found") return {"success": False, "error": "Conversation not found"} @@ -1222,9 +1312,13 @@ async def dispatch_conversation_complete_event_job( f"πŸ”Œ RESULT: conversation.complete dispatched to {len(plugin_results) if plugin_results else 0} plugins" ) if plugin_results: - logger.info(f"πŸ“Œ Triggered {len(plugin_results)} conversation-level plugins") + logger.info( + f"πŸ“Œ Triggered {len(plugin_results)} conversation-level plugins" + ) for result in plugin_results: - logger.info(f" Plugin result: success={result.success}, message={result.message}") + logger.info( + f" Plugin result: success={result.success}, message={result.message}" + ) if result.message: logger.info(f" Plugin result: {result.message}") diff --git a/backends/advanced/src/advanced_omi_backend/workers/memory_jobs.py b/backends/advanced/src/advanced_omi_backend/workers/memory_jobs.py index 53f0a103..492dc650 100644 --- a/backends/advanced/src/advanced_omi_backend/workers/memory_jobs.py +++ b/backends/advanced/src/advanced_omi_backend/workers/memory_jobs.py @@ -22,6 +22,10 @@ memory_queue, ) from advanced_omi_backend.models.job import JobPriority, async_job +from advanced_omi_backend.observability.otel_setup import ( + clear_otel_session, + set_otel_session, +) from advanced_omi_backend.plugins.events import PluginEvent from advanced_omi_backend.services.plugin_service import ensure_plugin_router @@ -110,7 +114,9 @@ def compute_speaker_diff( @async_job(redis=True, beanie=True) -async def process_memory_job(conversation_id: str, *, redis_client=None) -> Dict[str, Any]: +async def process_memory_job( + conversation_id: str, *, redis_client=None +) -> Dict[str, Any]: """ RQ job function for memory extraction and processing from conversations. @@ -135,6 +141,7 @@ async def process_memory_job(conversation_id: str, *, redis_client=None) -> Dict from advanced_omi_backend.services.memory import get_memory_service from advanced_omi_backend.users import get_user_by_id + set_otel_session(conversation_id) start_time = time.time() logger.info(f"πŸ”„ Starting memory processing for conversation {conversation_id}") @@ -169,11 +176,13 @@ async def process_memory_job(conversation_id: str, *, redis_client=None) -> Dict for segment in segments: text = segment.text.strip() speaker = segment.speaker - seg_type = getattr(segment, 'segment_type', 'speech') + seg_type = getattr(segment, "segment_type", "speech") if text: if seg_type == "event": # Non-speech event: include as context marker without speaker prefix - dialogue_lines.append(f"[{text}]" if not text.startswith("[") else text) + dialogue_lines.append( + f"[{text}]" if not text.startswith("[") else text + ) elif seg_type == "note": # User-inserted note: include as distinct context dialogue_lines.append(f"[Note: {text}]") @@ -197,14 +206,20 @@ async def process_memory_job(conversation_id: str, *, redis_client=None) -> Dict full_conversation = conversation_model.transcript if len(full_conversation) < MIN_CONVERSATION_LENGTH: - logger.warning(f"Conversation too short for memory processing: {conversation_id}") + logger.warning( + f"Conversation too short for memory processing: {conversation_id}" + ) return {"success": False, "error": "Conversation too short"} # Check primary speakers filter (reuse `user` from above β€” no duplicate DB call) if user and user.primary_speakers: - primary_speaker_names = {ps["name"].strip().lower() for ps in user.primary_speakers} + primary_speaker_names = { + ps["name"].strip().lower() for ps in user.primary_speakers + } - if transcript_speakers and not transcript_speakers.intersection(primary_speaker_names): + if transcript_speakers and not transcript_speakers.intersection( + primary_speaker_names + ): logger.info( f"Skipping memory - no primary speakers found in conversation {conversation_id}" ) @@ -301,11 +316,18 @@ async def process_memory_job(conversation_id: str, *, redis_client=None) -> Dict # Fetch memory details to display in UI memory_details = [] try: - for memory_id in created_memory_ids[:5]: # Limit to first 5 for display - memory_entry = await memory_service.get_memory(memory_id, user_id) + for memory_id in created_memory_ids[ + :5 + ]: # Limit to first 5 for display + memory_entry = await memory_service.get_memory( + memory_id, user_id + ) if memory_entry: memory_details.append( - {"memory_id": memory_id, "text": memory_entry.content[:200]} + { + "memory_id": memory_id, + "text": memory_entry.content[:200], + } ) except Exception as e: logger.warning(f"Failed to fetch memory details for UI: {e}") @@ -335,7 +357,9 @@ async def process_memory_job(conversation_id: str, *, redis_client=None) -> Dict config = get_config() kg_enabled = ( - config.get("memory", {}).get("knowledge_graph", {}).get("enabled", False) + config.get("memory", {}) + .get("knowledge_graph", {}) + .get("enabled", False) ) if kg_enabled: @@ -379,7 +403,9 @@ async def process_memory_job(conversation_id: str, *, redis_client=None) -> Dict "user_id": user_id, "user_email": user_email, }, - "memory_count": len(created_memory_ids) if created_memory_ids else 0, + "memory_count": ( + len(created_memory_ids) if created_memory_ids else 0 + ), "conversation_id": conversation_id, } @@ -403,7 +429,9 @@ async def process_memory_job(conversation_id: str, *, redis_client=None) -> Dict ) if plugin_results: - logger.info(f"πŸ“Œ Triggered {len(plugin_results)} memory-level plugins") + logger.info( + f"πŸ“Œ Triggered {len(plugin_results)} memory-level plugins" + ) for result in plugin_results: if result.message: logger.info(f" Plugin result: {result.message}") @@ -413,7 +441,9 @@ async def process_memory_job(conversation_id: str, *, redis_client=None) -> Dict return { "success": True, - "memories_created": len(created_memory_ids) if created_memory_ids else 0, + "memories_created": ( + len(created_memory_ids) if created_memory_ids else 0 + ), "processing_time": processing_time, } else: @@ -461,7 +491,11 @@ async def _process_speaker_reprocess( f"falling back to normal extraction" ) return await memory_service.add_memory( - full_conversation, client_id, conversation_id, user_id, user_email, + full_conversation, + client_id, + conversation_id, + user_id, + user_email, allow_update=True, ) @@ -474,7 +508,11 @@ async def _process_speaker_reprocess( f"for {conversation_id}, falling back to normal extraction" ) return await memory_service.add_memory( - full_conversation, client_id, conversation_id, user_id, user_email, + full_conversation, + client_id, + conversation_id, + user_id, + user_email, allow_update=True, ) @@ -491,7 +529,11 @@ async def _process_speaker_reprocess( f"for {conversation_id}, falling back to normal extraction" ) return await memory_service.add_memory( - full_conversation, client_id, conversation_id, user_id, user_email, + full_conversation, + client_id, + conversation_id, + user_id, + user_email, allow_update=True, ) @@ -507,7 +549,11 @@ async def _process_speaker_reprocess( f"for {conversation_id}, falling back to normal extraction" ) return await memory_service.add_memory( - full_conversation, client_id, conversation_id, user_id, user_email, + full_conversation, + client_id, + conversation_id, + user_id, + user_email, allow_update=True, ) @@ -564,5 +610,7 @@ def enqueue_memory_processing( description=f"Process memory for conversation {conversation_id[:8]}", ) - logger.info(f"πŸ“₯ RQ: Enqueued memory job {job.id} for conversation {conversation_id}") + logger.info( + f"πŸ“₯ RQ: Enqueued memory job {job.id} for conversation {conversation_id}" + ) return job diff --git a/backends/advanced/src/advanced_omi_backend/workers/rq_worker_entry.py b/backends/advanced/src/advanced_omi_backend/workers/rq_worker_entry.py index d9da1c6a..a3c07fbc 100755 --- a/backends/advanced/src/advanced_omi_backend/workers/rq_worker_entry.py +++ b/backends/advanced/src/advanced_omi_backend/workers/rq_worker_entry.py @@ -14,7 +14,7 @@ logging.basicConfig( level=logging.INFO, format="%(asctime)s [%(levelname)s] %(name)s: %(message)s", - stream=sys.stdout + stream=sys.stdout, ) logger = logging.getLogger(__name__) @@ -22,14 +22,24 @@ def main(): """Start RQ worker with proper logging configuration.""" + # Initialize OTEL/Galileo if configured (patches OpenAI before any job imports) + try: + from advanced_omi_backend.observability.otel_setup import init_otel + + init_otel() + except Exception: + pass # Optional β€” don't block workers + from redis import Redis from rq import Worker # Get Redis URL from environment - redis_url = os.getenv('REDIS_URL', 'redis://localhost:6379/0') + redis_url = os.getenv("REDIS_URL", "redis://localhost:6379/0") # Get queue names from command line arguments - queue_names = sys.argv[1:] if len(sys.argv) > 1 else ['transcription', 'memory', 'default'] + queue_names = ( + sys.argv[1:] if len(sys.argv) > 1 else ["transcription", "memory", "default"] + ) logger.info(f"πŸš€ Starting RQ worker for queues: {', '.join(queue_names)}") logger.info(f"πŸ“‘ Redis URL: {redis_url}") @@ -38,16 +48,12 @@ def main(): redis_conn = Redis.from_url(redis_url) # Create and start worker - worker = Worker( - queue_names, - connection=redis_conn, - log_job_description=True - ) + worker = Worker(queue_names, connection=redis_conn, log_job_description=True) logger.info("βœ… RQ worker ready") # This blocks until worker is stopped - worker.work(logging_level='INFO') + worker.work(logging_level="INFO") if __name__ == "__main__": diff --git a/backends/advanced/src/advanced_omi_backend/workers/transcription_jobs.py b/backends/advanced/src/advanced_omi_backend/workers/transcription_jobs.py index 5d6e592e..fb644ec1 100644 --- a/backends/advanced/src/advanced_omi_backend/workers/transcription_jobs.py +++ b/backends/advanced/src/advanced_omi_backend/workers/transcription_jobs.py @@ -21,7 +21,10 @@ from rq.exceptions import NoSuchJobError from rq.job import Job -from advanced_omi_backend.config import get_backend_config, get_transcription_job_timeout +from advanced_omi_backend.config import ( + get_backend_config, + get_transcription_job_timeout, +) from advanced_omi_backend.controllers.queue_controller import ( JOB_RESULT_TTL, REDIS_URL, @@ -32,8 +35,8 @@ from advanced_omi_backend.models.audio_chunk import AudioChunkDocument from advanced_omi_backend.models.conversation import Conversation from advanced_omi_backend.models.job import BaseRQJob, JobPriority, async_job -from advanced_omi_backend.services.audio_stream import TranscriptionResultsAggregator from advanced_omi_backend.plugins.events import PluginEvent +from advanced_omi_backend.services.audio_stream import TranscriptionResultsAggregator from advanced_omi_backend.services.plugin_service import ensure_plugin_router from advanced_omi_backend.services.transcription import ( get_transcription_provider, @@ -82,7 +85,9 @@ async def apply_speaker_recognition( speaker_client = SpeakerRecognitionClient() if not speaker_client.enabled: - logger.info(f"🎀 Speaker recognition disabled, using original speaker labels") + logger.info( + f"🎀 Speaker recognition disabled, using original speaker labels" + ) return segments logger.info( @@ -123,7 +128,9 @@ def get_speaker_at_time(timestamp: float, speaker_segments: list) -> str: updated_count = 0 for seg in segments: seg_mid = (seg.start + seg.end) / 2.0 - identified_speaker = get_speaker_at_time(seg_mid, speaker_identified_segments) + identified_speaker = get_speaker_at_time( + seg_mid, speaker_identified_segments + ) if identified_speaker and identified_speaker != "Unknown": original_speaker = seg.speaker @@ -186,7 +193,9 @@ async def transcribe_full_audio_job( start_time = time.time() # Get the conversation - conversation = await Conversation.find_one(Conversation.conversation_id == conversation_id) + conversation = await Conversation.find_one( + Conversation.conversation_id == conversation_id + ) if not conversation: raise ValueError(f"Conversation {conversation_id} not found") @@ -203,18 +212,23 @@ async def transcribe_full_audio_job( logger.info(f"Using transcription provider: {provider_name}") # Reconstruct audio from MongoDB chunks - logger.info(f"πŸ“¦ Reconstructing audio from MongoDB chunks for conversation {conversation_id}") + logger.info( + f"πŸ“¦ Reconstructing audio from MongoDB chunks for conversation {conversation_id}" + ) try: # Reconstruct WAV from MongoDB chunks (already in memory as bytes) wav_data = await reconstruct_wav_from_conversation(conversation_id) logger.info( - f"πŸ“¦ Reconstructed audio from MongoDB chunks: " f"{len(wav_data) / 1024 / 1024:.2f} MB" + f"πŸ“¦ Reconstructed audio from MongoDB chunks: " + f"{len(wav_data) / 1024 / 1024:.2f} MB" ) except ValueError as e: # No chunks found for conversation - raise FileNotFoundError(f"No audio chunks found for conversation {conversation_id}: {e}") + raise FileNotFoundError( + f"No audio chunks found for conversation {conversation_id}: {e}" + ) except Exception as e: logger.error(f"Failed to reconstruct audio from MongoDB: {e}", exc_info=True) raise RuntimeError(f"Audio reconstruction failed: {e}") @@ -236,11 +250,27 @@ async def transcribe_full_audio_job( actual_sample_rate = 16000 try: + # Progress callback: writes batch progress to RQ job.meta so the + # queue API and UI can show "Transcribing segment X of Y". + def _on_batch_progress(event: dict) -> None: + job = get_current_job() + if job: + current = event.get("current", 0) + total = event.get("total", 0) + job.meta["batch_progress"] = { + "current": current, + "total": total, + "percent": int(current / total * 100) if total else 0, + "message": f"Transcribing segment {current} of {total}", + } + job.save_meta() + # Transcribe the audio directly from memory (no disk I/O needed) transcribe_kwargs: Dict[str, Any] = { "audio_data": wav_data, "sample_rate": actual_sample_rate, "diarize": True, + "progress_callback": _on_batch_progress, } if context_info: transcribe_kwargs["context_info"] = context_info @@ -308,7 +338,9 @@ async def transcribe_full_audio_job( if result.message: logger.info(f" Plugin: {result.message}") except Exception as e: - logger.exception(f"⚠️ Error triggering transcript plugins in batch mode: {e}") + logger.exception( + f"⚠️ Error triggering transcript plugins in batch mode: {e}" + ) logger.info(f"πŸ” DEBUG: Plugin processing complete, moving to speech validation") @@ -363,7 +395,9 @@ async def transcribe_full_audio_job( f"Job {job_id} hash not found (likely already completed or expired)" ) else: - logger.debug(f"Job {job_id} not found or already completed: {e}") + logger.debug( + f"Job {job_id} not found or already completed: {e}" + ) if cancelled_jobs: logger.info( @@ -586,7 +620,10 @@ async def create_audio_only_conversation( placeholder_conversation = await Conversation.find_one( Conversation.client_id == session_id, Conversation.always_persist == True, - In(Conversation.processing_status, ["pending_transcription", "transcription_failed"]), + In( + Conversation.processing_status, + ["pending_transcription", "transcription_failed"], + ), ) if placeholder_conversation: @@ -597,7 +634,9 @@ async def create_audio_only_conversation( # Update status to show batch transcription is starting placeholder_conversation.processing_status = "batch_transcription" placeholder_conversation.title = "Audio Recording (Batch Transcription...)" - placeholder_conversation.summary = "Processing audio with offline transcription..." + placeholder_conversation.summary = ( + "Processing audio with offline transcription..." + ) await placeholder_conversation.save() # Audio chunks are already linked to this conversation_id @@ -624,13 +663,20 @@ async def create_audio_only_conversation( ) await conversation.insert() - logger.info(f"βœ… Created batch transcription conversation {session_id[:12]} for fallback") + logger.info( + f"βœ… Created batch transcription conversation {session_id[:12]} for fallback" + ) return conversation @async_job(redis=True, beanie=True) async def transcription_fallback_check_job( - session_id: str, user_id: str, client_id: str, timeout_seconds: int = None, *, redis_client=None + session_id: str, + user_id: str, + client_id: str, + timeout_seconds: int = None, + *, + redis_client=None, ) -> Dict[str, Any]: """ Check if streaming transcription succeeded, fallback to batch if needed. @@ -765,14 +811,18 @@ async def transcription_fallback_check_job( sample_rate, channels, sample_width = 16000, 1, 2 session_key = f"audio:session:{session_id}" try: - audio_format_raw = await redis_client.hget(session_key, "audio_format") + audio_format_raw = await redis_client.hget( + session_key, "audio_format" + ) if audio_format_raw: audio_format = json.loads(audio_format_raw) sample_rate = int(audio_format.get("rate", 16000)) channels = int(audio_format.get("channels", 1)) sample_width = int(audio_format.get("width", 2)) except Exception as e: - logger.warning(f"Failed to read audio_format from Redis for {session_id}: {e}") + logger.warning( + f"Failed to read audio_format from Redis for {session_id}: {e}" + ) bytes_per_second = sample_rate * channels * sample_width logger.info( @@ -781,7 +831,9 @@ async def transcription_fallback_check_job( ) # Create conversation placeholder - conversation = await create_audio_only_conversation(session_id, user_id, client_id) + conversation = await create_audio_only_conversation( + session_id, user_id, client_id + ) # Save audio to MongoDB chunks for batch transcription num_chunks = await convert_audio_to_chunks( @@ -798,7 +850,9 @@ async def transcription_fallback_check_job( ) except Exception as e: - logger.error(f"❌ Failed to extract audio from Redis stream: {e}", exc_info=True) + logger.error( + f"❌ Failed to extract audio from Redis stream: {e}", exc_info=True + ) raise else: logger.info( @@ -807,7 +861,9 @@ async def transcription_fallback_check_job( ) # Create conversation placeholder for batch transcription - conversation = await create_audio_only_conversation(session_id, user_id, client_id) + conversation = await create_audio_only_conversation( + session_id, user_id, client_id + ) # Enqueue batch transcription job version_id = f"batch_fallback_{session_id[:12]}" @@ -903,10 +959,14 @@ async def stream_speech_detection_job( # Get conversation count conversation_count_key = f"session:conversation_count:{session_id}" conversation_count_bytes = await redis_client.get(conversation_count_key) - conversation_count = int(conversation_count_bytes) if conversation_count_bytes else 0 + conversation_count = ( + int(conversation_count_bytes) if conversation_count_bytes else 0 + ) # Check if speaker filtering is enabled - speaker_filter_enabled = os.getenv("RECORD_ONLY_ENROLLED_SPEAKERS", "false").lower() == "true" + speaker_filter_enabled = ( + os.getenv("RECORD_ONLY_ENROLLED_SPEAKERS", "false").lower() == "true" + ) logger.info( f"πŸ“Š Conversation #{conversation_count + 1}, Speaker filter: {'enabled' if speaker_filter_enabled else 'disabled'}" ) @@ -942,7 +1002,10 @@ async def stream_speech_detection_job( # Check if session has closed session_status = await redis_client.hget(session_key, "status") - session_closed = session_status and session_status.decode() in ["finalizing", "finished"] + session_closed = session_status and session_status.decode() in [ + "finalizing", + "finished", + ] if session_closed and session_closed_at is None: # Session just closed - start grace period for final transcription @@ -952,10 +1015,30 @@ async def stream_speech_detection_job( ) # Exit if grace period expired without speech - if session_closed_at and (time.time() - session_closed_at) > final_check_grace_period: + if ( + session_closed_at + and (time.time() - session_closed_at) > final_check_grace_period + ): logger.info(f"βœ… Session ended without speech (grace period expired)") break + # Consume any stale conversation close request (defensive β€” shouldn't normally + # appear since services.py gates on conversation:current, but handles race conditions) + close_reason = await redis_client.hget( + session_key, "conversation_close_requested" + ) + if close_reason: + await redis_client.hdel(session_key, "conversation_close_requested") + close_reason_str = ( + close_reason.decode() + if isinstance(close_reason, bytes) + else close_reason + ) + logger.info( + f"πŸ”’ Conversation close requested ({close_reason_str}) during speech detection β€” " + f"no open conversation to close, flag consumed" + ) + if time.time() - start_time > max_runtime: logger.warning(f"⏱️ Max runtime reached, exiting") break @@ -966,11 +1049,15 @@ async def stream_speech_detection_job( # Health check: detect transcription errors early during grace period if session_closed_at: # Check for streaming consumer errors in session metadata - error_status = await redis_client.hget(session_key, "transcription_error") + error_status = await redis_client.hget( + session_key, "transcription_error" + ) if error_status: error_msg = error_status.decode() logger.error(f"❌ Transcription service error: {error_msg}") - logger.error(f"❌ Session failed - transcription service unavailable") + logger.error( + f"❌ Session failed - transcription service unavailable" + ) break # Check if we've been waiting too long with no results at all @@ -980,7 +1067,9 @@ async def stream_speech_detection_job( logger.error( f"❌ No transcription activity after {grace_elapsed:.1f}s - possible API key or connectivity issue" ) - logger.error(f"❌ Session failed - check transcription service configuration") + logger.error( + f"❌ Session failed - check transcription service configuration" + ) break await asyncio.sleep(2) @@ -1016,9 +1105,13 @@ async def stream_speech_detection_job( from datetime import datetime await redis_client.hset( - session_key, "last_event", f"speech_detected:{datetime.utcnow().isoformat()}" + session_key, + "last_event", + f"speech_detected:{datetime.utcnow().isoformat()}", + ) + await redis_client.hset( + session_key, "speech_detected_at", datetime.utcnow().isoformat() ) - await redis_client.hset(session_key, "speech_detected_at", datetime.utcnow().isoformat()) # Step 2: If speaker filter enabled, check for enrolled speakers identified_speakers = [] @@ -1028,7 +1121,9 @@ async def stream_speech_detection_job( # Add session event for speaker check starting await redis_client.hset( - session_key, "last_event", f"speaker_check_starting:{datetime.utcnow().isoformat()}" + session_key, + "last_event", + f"speaker_check_starting:{datetime.utcnow().isoformat()}", ) await redis_client.hset(session_key, "speaker_check_status", "checking") from .speaker_jobs import check_enrolled_speakers_job @@ -1068,7 +1163,9 @@ async def stream_speech_detection_job( result = speaker_check_job.result enrolled_present = result.get("enrolled_present", False) identified_speakers = result.get("identified_speakers", []) - logger.info(f"βœ… Speaker check completed: enrolled={enrolled_present}") + logger.info( + f"βœ… Speaker check completed: enrolled={enrolled_present}" + ) # Update session event for speaker check complete await redis_client.hset( @@ -1083,7 +1180,9 @@ async def stream_speech_detection_job( ) if identified_speakers: await redis_client.hset( - session_key, "identified_speakers", ",".join(identified_speakers) + session_key, + "identified_speakers", + ",".join(identified_speakers), ) break elif speaker_check_job.is_failed: @@ -1095,7 +1194,9 @@ async def stream_speech_detection_job( "last_event", f"speaker_check_failed:{datetime.utcnow().isoformat()}", ) - await redis_client.hset(session_key, "speaker_check_status", "failed") + await redis_client.hset( + session_key, "speaker_check_status", "failed" + ) break await asyncio.sleep(poll_interval) waited += poll_interval @@ -1148,7 +1249,9 @@ async def stream_speech_detection_job( ) # Track the job - await redis_client.set(open_job_key, open_job.id, ex=10800) # 3 hours to match job timeout + await redis_client.set( + open_job_key, open_job.id, ex=10800 + ) # 3 hours to match job timeout # Store metadata in speech detection job if current_job: @@ -1161,23 +1264,31 @@ async def stream_speech_detection_job( current_job.meta.update( { "conversation_job_id": open_job.id, - "speaker_check_job_id": speaker_check_job.id if speaker_check_job else None, + "speaker_check_job_id": ( + speaker_check_job.id if speaker_check_job else None + ), "detected_speakers": identified_speakers, - "speech_detected_at": datetime.fromtimestamp(speech_detected_at).isoformat(), + "speech_detected_at": datetime.fromtimestamp( + speech_detected_at + ).isoformat(), "session_id": session_id, "client_id": client_id, # For job grouping } ) current_job.save_meta() - logger.info(f"βœ… Started conversation job {open_job.id}, exiting speech detection") + logger.info( + f"βœ… Started conversation job {open_job.id}, exiting speech detection" + ) return { "session_id": session_id, "user_id": user_id, "client_id": client_id, "conversation_job_id": open_job.id, - "speech_detected_at": datetime.fromtimestamp(speech_detected_at).isoformat(), + "speech_detected_at": datetime.fromtimestamp( + speech_detected_at + ).isoformat(), "runtime_seconds": time.time() - start_time, } @@ -1205,7 +1316,9 @@ async def stream_speech_detection_job( # Check if this is an always_persist conversation that needs to be marked as failed # NOTE: We check MongoDB directly because the conversation:current Redis key might have been # deleted by the audio persistence job cleanup (which runs in parallel). - logger.info(f"πŸ” Checking MongoDB for always_persist conversation with client_id: {client_id}") + logger.info( + f"πŸ” Checking MongoDB for always_persist conversation with client_id: {client_id}" + ) # Find conversation by client_id that matches this session # session_id == client_id for streaming sessions (set in _initialize_streaming_session) diff --git a/backends/advanced/uv.lock b/backends/advanced/uv.lock index 2e615f34..91f6c84f 100644 --- a/backends/advanced/uv.lock +++ b/backends/advanced/uv.lock @@ -48,6 +48,13 @@ dependencies = [ deepgram = [ { name = "deepgram-sdk" }, ] +galileo = [ + { name = "galileo" }, + { name = "openinference-instrumentation-openai" }, + { name = "opentelemetry-api" }, + { name = "opentelemetry-exporter-otlp" }, + { name = "opentelemetry-sdk" }, +] local-audio = [ { name = "easy-audio-interfaces", extra = ["local-audio"] }, ] @@ -84,6 +91,7 @@ requires-dist = [ { name = "fastapi-users", extras = ["beanie"], specifier = ">=14.0.1" }, { name = "fastmcp", specifier = ">=0.5.0" }, { name = "friend-lite-sdk" }, + { name 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useState>(new Set()); const [conversationJobs, setConversationJobs] = useState<{[conversationId: string]: any[]}>({}); const [lastUpdate, setLastUpdate] = useState(Date.now()); + const [selectedEvent, setSelectedEvent] = useState(null); const [autoRefreshEnabled, setAutoRefreshEnabled] = useState(() => { // Load from localStorage, default to true const saved = localStorage.getItem('queue_auto_refresh'); @@ -371,7 +372,9 @@ const Queue: React.FC = () => { useEffect(() => { const handleEscape = (e: KeyboardEvent) => { if (e.key === 'Escape') { - if (selectedJob) { + if (selectedEvent) { + setSelectedEvent(null); + } else if (selectedJob) { setSelectedJob(null); } else if (showFlushModal) { setShowFlushModal(false); @@ -381,7 +384,7 @@ const Queue: React.FC = () => { document.addEventListener('keydown', handleEscape); return () => document.removeEventListener('keydown', handleEscape); - }, [selectedJob, showFlushModal]); + }, [selectedJob, showFlushModal, selectedEvent]); // Commented out - keeping for future use // const retryJob = async (jobId: string) => { @@ -1398,6 +1401,19 @@ const Queue: React.FC = () => { )} + {/* transcribe_full_audio_job batch progress */} + {job.job_type === 'transcribe_full_audio_job' && job.status === 'started' && job.meta?.batch_progress && ( +
+
+ {job.meta.batch_progress.message} + {job.meta.batch_progress.percent}% +
+
+
+
+
+ )} + {/* transcribe_full_audio_job metadata */} {job.job_type === 'transcribe_full_audio_job' && job.result && ( <> @@ -1829,10 +1845,12 @@ const Queue: React.FC = () => { left: `${startPercent}%`, width: `${widthPercent}%` }} - title={`Started: ${new Date(startTime).toLocaleTimeString()}\nDuration: ${formatDuration(duration)}`} + title={`Started: ${new Date(startTime).toLocaleTimeString()}\nDuration: ${formatDuration(duration)}${job.meta?.batch_progress ? `\n${job.meta.batch_progress.message}` : ''}`} > - {formatDuration(duration)} + {job.status === 'started' && job.meta?.batch_progress + ? `${job.meta.batch_progress.current}/${job.meta.batch_progress.total}` + : formatDuration(duration)}
@@ -2160,21 +2178,32 @@ const Queue: React.FC = () => { } - {evt.plugins_executed.length === 0 ? ( - no plugins ran - ) : allSuccess ? ( - - - OK - - ) : anyFailure ? ( - !p.success).map(p => `${p.plugin_id}: ${p.message}`).join('; ')}> - - Error - - ) : ( - partial - )} +
+ {evt.plugins_executed.length === 0 ? ( + no plugins ran + ) : allSuccess ? ( + + + OK + + ) : anyFailure ? ( + + + Error + + ) : ( + partial + )} + {evt.plugins_executed.length > 0 && ( + + )} +
); @@ -2631,6 +2660,84 @@ const Queue: React.FC = () => { )} + {/* Event Detail Modal */} + {selectedEvent && ( +
+
+
+

Event Details

+ +
+ +
+
+
+ +

{new Date(selectedEvent.timestamp * 1000).toLocaleString()}

+
+
+ + + {selectedEvent.event} + +
+
+ +

{selectedEvent.user_id}

+
+ {selectedEvent.metadata?.client_id && ( +
+ +

{selectedEvent.metadata.client_id}

+
+ )} +
+ +
+ +
+ {selectedEvent.plugins_executed.map((p, i) => ( +
+
+ {p.success + ? + : + } + {p.plugin_id} + + {p.success ? 'OK' : 'Error'} + +
+ {p.message && ( +

+ {p.message} +

+ )} +
+ ))} +
+
+ + {Object.keys(selectedEvent.metadata).length > 0 && ( +
+ + Raw Metadata + + 
+                    {JSON.stringify(selectedEvent.metadata, null, 2)}
+
+
+ )} +
+
+
+ )} + {/* Flush Jobs Modal */} {showFlushModal && (
diff --git a/backends/advanced/webui/src/pages/System.tsx b/backends/advanced/webui/src/pages/System.tsx index 3345134c..d06602de 100644 --- a/backends/advanced/webui/src/pages/System.tsx +++ b/backends/advanced/webui/src/pages/System.tsx @@ -22,7 +22,7 @@ export default function System() { // UI state const [menuOpen, setMenuOpen] = useState(false) - const [confirmModal, setConfirmModal] = useState<'workers' | 'backend' | null>(null) + const [confirmModal, setConfirmModal] = useState<'workers' | 'backend' | 'both' | null>(null) const [restartingBackend, setRestartingBackend] = useState(false) const [workerBanner, setWorkerBanner] = useState(false) const menuRef = useRef(null) @@ -108,6 +108,19 @@ export default function System() { }) } + const handleRestartBoth = () => { + setConfirmModal(null) + restartWorkersMutation.mutate(undefined, { + onSuccess: () => { + restartBackendMutation.mutate(undefined, { + onSuccess: () => { + pollHealth() + }, + }) + }, + }) + } + const getStatusIcon = (healthy: boolean) => { return healthy ? @@ -233,7 +246,6 @@ export default function System() { Restart Workers -
+
+
)}
@@ -285,7 +305,7 @@ export default function System() {
- ) : ( + ) : confirmModal === 'backend' ? ( <>
@@ -318,6 +338,39 @@ export default function System() {
+ ) : ( + <> +
+
+ +
+

+ Restart Both +

+
+

+ This will restart workers and then the backend. The service will be briefly unavailable. +

+
+

+ Active WebSocket connections and streaming sessions will be dropped. +

+
+
+ + +
+ )}
diff --git a/config/config.yml.template b/config/config.yml.template index c4aaa5ae..e292a7f3 100644 --- a/config/config.yml.template +++ b/config/config.yml.template @@ -174,6 +174,11 @@ models: method: POST path: /transcribe content_type: multipart/form-data + timeout: 300 + # Per-read timeout for NDJSON batch progress responses. + # Each batch window can take minutes; this timeout covers + # the gap between successive progress lines. + read_timeout: 600 response: type: json extract: @@ -319,12 +324,15 @@ models: api_family: websocket model_url: wss://api.deepgram.com/v1/listen api_key: ${oc.env:DEEPGRAM_API_KEY,''} + capabilities: + - diarization operations: query: model: nova-3 language: multi smart_format: 'true' punctuate: 'true' + diarize: 'true' encoding: linear16 sample_rate: 16000 channels: '1' diff --git a/config/defaults.yml b/config/defaults.yml index a631f486..b32ec1c1 100644 --- a/config/defaults.yml +++ b/config/defaults.yml @@ -207,12 +207,15 @@ models: api_family: websocket model_url: wss://api.deepgram.com/v1/listen api_key: ${oc.env:DEEPGRAM_API_KEY,''} + capabilities: + - diarization operations: query: model: nova-3 language: multi smart_format: 'true' punctuate: 'true' + diarize: 'true' encoding: linear16 sample_rate: 16000 channels: '1' @@ -298,6 +301,7 @@ models: sample_rate: 16000 word_timestamps: 'true' diarize: 'true' + sentence_timestamps: 'true' end: message: type: finalize diff --git a/config/plugins.yml.template b/config/plugins.yml.template index 789cd9ed..2eec468d 100644 --- a/config/plugins.yml.template +++ b/config/plugins.yml.template @@ -27,10 +27,9 @@ plugins: # - transcript.batch # Uncomment to also handle batch transcription # - conversation.complete # Uncomment to handle completed conversations condition: - type: wake_word - wake_words: # Support multiple wake words - - hey vivi # Example: "hey vivi, turn off the lights" - - hey jarvis # Example: "hey jarvis, what's the temperature" + type: keyword_anywhere # Trigger when keyword appears anywhere in transcript + keywords: # Support multiple keywords + - vivi # Example: "turn off the lights, vivi" ha_url: http://host.docker.internal:8123 # Your Home Assistant URL ha_token: ${HA_TOKEN} # ALWAYS use env var - never paste actual token here! # To get a long-lived token: diff --git a/extras/asr-services/common/base_service.py b/extras/asr-services/common/base_service.py index 4b5107d1..2b81df3f 100644 --- a/extras/asr-services/common/base_service.py +++ b/extras/asr-services/common/base_service.py @@ -4,10 +4,12 @@ Provides a common interface and FastAPI app setup for all ASR providers. """ +import json import logging import os import tempfile import time +import wave from abc import ABC, abstractmethod from typing import Optional @@ -17,7 +19,7 @@ TranscriptionResult, ) from fastapi import FastAPI, File, Form, HTTPException, UploadFile -from fastapi.responses import JSONResponse +from fastapi.responses import JSONResponse, StreamingResponse logger = logging.getLogger(__name__) @@ -97,12 +99,47 @@ def get_supported_languages(self) -> Optional[list[str]]: """ return None + def supports_batch_progress(self, audio_duration: float) -> bool: + """Return True if this provider reports progress for long audio. + + Providers that batch long audio into windows can override this to + return True when the audio exceeds their batching threshold. The + ``/transcribe`` endpoint uses this to decide whether to return an + NDJSON streaming response with progress counters. + + Default implementation returns False (no progress reporting). + """ + return False + + def transcribe_with_progress(self, audio_file_path: str, context_info=None): + """Generator that yields progress counters then a final result. + + Only called when ``supports_batch_progress()`` returns True. + Subclasses that support batch progress must override this. + + Yields: + {"type": "progress", "current": i, "total": n} + {"type": "result", ...} (TranscriptionResult.to_dict()) + """ + raise NotImplementedError( + f"{self.__class__.__name__} does not implement transcribe_with_progress" + ) + @property def is_ready(self) -> bool: """Return True if service is ready to handle requests.""" return self._is_ready +def _get_audio_duration(file_path: str) -> Optional[float]: + """Return audio duration in seconds, or None if unreadable.""" + try: + with wave.open(file_path, "rb") as wf: + return wf.getnframes() / wf.getframerate() + except Exception: + return None + + def create_asr_app(service: BaseASRService) -> FastAPI: """ Create a FastAPI application with standard ASR endpoints. @@ -165,6 +202,7 @@ async def transcribe( logger.info(f"Transcription request started") tmp_filename = None + streaming_response = False try: # Read uploaded file file_read_start = time.time() @@ -186,7 +224,33 @@ async def transcribe( tmp_file.write(audio_content) tmp_filename = tmp_file.name - # Transcribe + # Check if provider supports batch progress for this audio + audio_duration = _get_audio_duration(tmp_filename) + if audio_duration and service.supports_batch_progress(audio_duration): + logger.info( + f"Audio is {audio_duration:.1f}s, using batch progress reporting" + ) + streaming_response = True + + def _ndjson_generator(): + """Wrap sync generator as NDJSON lines, clean up temp file when done.""" + try: + for event in service.transcribe_with_progress( + tmp_filename, context_info=context_info, + ): + yield json.dumps(event) + "\n" + finally: + try: + os.unlink(tmp_filename) + except Exception as e: + logger.warning(f"Failed to delete temp file {tmp_filename}: {e}") + + return StreamingResponse( + _ndjson_generator(), + media_type="application/x-ndjson", + ) + + # Normal path: single JSON response transcribe_start = time.time() result = await service.transcribe( tmp_filename, @@ -208,8 +272,9 @@ async def transcribe( raise HTTPException(status_code=500, detail=f"Transcription failed: {e}") finally: - # Cleanup temporary file - if tmp_filename: + # Streaming path owns its own cleanup via the generator's finally block. + # Only clean up here for the normal (non-streaming) path. + if tmp_filename and not streaming_response: try: os.unlink(tmp_filename) except Exception as e: diff --git a/extras/asr-services/providers/vibevoice/service.py b/extras/asr-services/providers/vibevoice/service.py index 69bc0cd1..085af599 100644 --- a/extras/asr-services/providers/vibevoice/service.py +++ b/extras/asr-services/providers/vibevoice/service.py @@ -102,6 +102,24 @@ def get_capabilities(self) -> list[str]: "long_form", ] + def supports_batch_progress(self, audio_duration: float) -> bool: + """Return True if audio is long enough for batched transcription with progress.""" + if self.transcriber is None: + return False + return self.transcriber.supports_batch_progress(audio_duration) + + def transcribe_with_progress(self, audio_file_path: str, context_info=None): + """Yield progress counters then final result for long audio. + + Delegates to the transcriber's _transcribe_batched_with_progress() generator. + Runs synchronously (called via run_in_executor by the endpoint). + """ + if self.transcriber is None: + raise RuntimeError("Service not initialized") + yield from self.transcriber._transcribe_batched_with_progress( + audio_file_path, hotwords=context_info, + ) + def _run_lora_training( data_dir: str, diff --git a/extras/asr-services/providers/vibevoice/transcriber.py b/extras/asr-services/providers/vibevoice/transcriber.py index 884b1965..55947d31 100644 --- a/extras/asr-services/providers/vibevoice/transcriber.py +++ b/extras/asr-services/providers/vibevoice/transcriber.py @@ -37,6 +37,7 @@ import torch from common.audio_utils import STANDARD_SAMPLE_RATE, load_audio_file +from omegaconf import OmegaConf from common.batching import ( extract_context_tail, split_audio_file, @@ -48,29 +49,28 @@ def load_vibevoice_config() -> dict: - """Load asr_services.vibevoice config from config.yml/defaults.yml.""" - try: - from omegaconf import OmegaConf - - config_dir = Path(os.getenv("CONFIG_DIR", "/app/config")) - defaults_path = config_dir / "defaults.yml" - config_path = config_dir / "config.yml" - - if not defaults_path.exists() and not config_path.exists(): - return {} - - defaults = OmegaConf.load(defaults_path) if defaults_path.exists() else {} - user_config = OmegaConf.load(config_path) if config_path.exists() else {} - merged = OmegaConf.merge(defaults, user_config) - - asr_config = merged.get("asr_services", {}).get("vibevoice", {}) - resolved = OmegaConf.to_container(asr_config, resolve=True) - logger.info(f"Loaded vibevoice config: {resolved}") - return resolved - except Exception as e: - logger.warning(f"Failed to load config: {e}, using env/defaults") + """Load asr_services.vibevoice config from config.yml/defaults.yml. + + Returns an empty dict only when neither config file exists. + Raises on any load/parse error so misconfigurations are caught early. + """ + config_dir = Path(os.getenv("CONFIG_DIR", "/app/config")) + defaults_path = config_dir / "defaults.yml" + config_path = config_dir / "config.yml" + + if not defaults_path.exists() and not config_path.exists(): + logger.info("No config files found in %s, using env/defaults", config_dir) return {} + defaults = OmegaConf.load(defaults_path) if defaults_path.exists() else {} + user_config = OmegaConf.load(config_path) if config_path.exists() else {} + merged = OmegaConf.merge(defaults, user_config) + + asr_config = merged.get("asr_services", {}).get("vibevoice", {}) + resolved = OmegaConf.to_container(asr_config, resolve=True) + logger.info(f"Loaded vibevoice config: {resolved}") + return resolved + class VibeVoiceTranscriber: """ @@ -462,7 +462,6 @@ def _transcribe_batched( ) batch_results = [] - prev_context = None for i, (temp_path, start_time, end_time) in enumerate(windows): try: @@ -470,9 +469,12 @@ def _transcribe_batched( f"Batch {i+1}/{len(windows)}: [{start_time:.0f}s - {end_time:.0f}s]" ) - result = self._transcribe_single(temp_path, context=prev_context, context_info=hotwords) + # NOTE: We intentionally do NOT pass prev_context between windows. + # Passing transcript tails as context can trigger degenerate + # repetition loops in model.generate(). The 30s audio overlap + + # midpoint stitching already handles boundary continuity. + result = self._transcribe_single(temp_path, context_info=hotwords) batch_results.append((result, start_time, end_time)) - prev_context = extract_context_tail(result, max_chars=500) logger.info( f"Batch {i+1} done: {len(result.segments)} segments, " f"{len(result.text)} chars" @@ -483,6 +485,55 @@ def _transcribe_batched( return stitch_transcription_results(batch_results, overlap_seconds=self.batch_overlap) + def _transcribe_batched_with_progress( + self, + audio_file_path: str, + hotwords: Optional[str] = None, + ): + """ + Transcribe a long audio file with progress reporting. + + Same logic as _transcribe_batched() but yields progress counters + between windows so callers can report how far along the batch is. + + Yields: + {"type": "progress", "current": i, "total": n} after each window + {"type": "result", ...} as the final item (TranscriptionResult.to_dict()) + """ + windows = split_audio_file( + audio_file_path, + batch_duration=self.batch_duration, + overlap=self.batch_overlap, + ) + + batch_results = [] + + for i, (temp_path, start_time, end_time) in enumerate(windows): + try: + logger.info( + f"Batch {i+1}/{len(windows)}: [{start_time:.0f}s - {end_time:.0f}s]" + ) + + # No inter-window context β€” see note in _transcribe_batched() + result = self._transcribe_single(temp_path, context_info=hotwords) + batch_results.append((result, start_time, end_time)) + logger.info( + f"Batch {i+1} done: {len(result.segments)} segments, " + f"{len(result.text)} chars" + ) + + finally: + os.unlink(temp_path) + + yield {"type": "progress", "current": i + 1, "total": len(windows)} + + final = stitch_transcription_results(batch_results, overlap_seconds=self.batch_overlap) + yield {"type": "result", **final.to_dict()} + + def supports_batch_progress(self, audio_duration: float) -> bool: + """Return True if this audio is long enough to use batched transcription with progress.""" + return audio_duration > self.batch_threshold + def _parse_vibevoice_output(self, raw_output: str) -> dict: """ Parse VibeVoice raw output to extract segments with speaker info. diff --git a/extras/asr-services/pyproject.toml b/extras/asr-services/pyproject.toml index 5dd8a43f..fa01b2cf 100644 --- a/extras/asr-services/pyproject.toml +++ b/extras/asr-services/pyproject.toml @@ -118,6 +118,7 @@ vibevoice = [ "librosa>=0.10.0", "bitsandbytes>=0.43.0", "peft>=0.17.0", + "omegaconf>=2.3.0", ] qwen3-asr = [ diff --git a/extras/asr-services/tests/test_qwen3_asr_parsing.py b/extras/asr-services/tests/test_qwen3_asr_parsing.py new file mode 100644 index 00000000..1b8f4c2f --- /dev/null +++ b/extras/asr-services/tests/test_qwen3_asr_parsing.py @@ -0,0 +1,125 @@ +""" +Tests for Qwen3-ASR output parsing and repetition detection. + +Pure function tests β€” no GPU, no vLLM, no network required. + +Run: + cd extras/asr-services + uv run pytest tests/test_qwen3_asr_parsing.py -v +""" + +import sys +from pathlib import Path + +import pytest + +sys.path.insert(0, str(Path(__file__).resolve().parent.parent)) + +from providers.qwen3_asr.transcriber import ( + _parse_qwen3_output, + detect_and_fix_repetitions, +) + +# --------------------------------------------------------------------------- +# _parse_qwen3_output tests +# --------------------------------------------------------------------------- + + +class TestParseQwen3Output: + """Tests for _parse_qwen3_output(raw) β†’ (language, text).""" + + def test_standard_english(self): + lang, text = _parse_qwen3_output( + "language Englishhello world" + ) + assert lang == "English" + assert text == "hello world" + + def test_standard_chinese(self): + lang, text = _parse_qwen3_output( + "language Chineseδ½ ε₯½δΈ–η•Œ" + ) + assert lang == "Chinese" + assert text == "δ½ ε₯½δΈ–η•Œ" + + def test_silent_audio_language_none(self): + lang, text = _parse_qwen3_output("language None") + assert lang == "" + assert text == "" + + def test_silent_with_unexpected_text(self): + lang, text = _parse_qwen3_output("language Nonehmm") + assert lang == "" + assert text == "hmm" + + def test_plain_text_no_tags(self): + lang, text = _parse_qwen3_output("just plain text") + assert lang == "" + assert text == "just plain text" + + def test_empty_string(self): + lang, text = _parse_qwen3_output("") + assert lang == "" + assert text == "" + + def test_none_input(self): + lang, text = _parse_qwen3_output(None) + assert lang == "" + assert text == "" + + def test_whitespace_only(self): + lang, text = _parse_qwen3_output(" ") + assert lang == "" + assert text == "" + + def test_missing_closing_tag(self): + lang, text = _parse_qwen3_output("language Englishhello world") + assert lang == "English" + assert text == "hello world" + + def test_multiline_metadata(self): + raw = "language English\nsome extra\ntext here" + lang, text = _parse_qwen3_output(raw) + assert lang == "English" + assert text == "text here" + + def test_whitespace_around_text(self): + lang, text = _parse_qwen3_output( + "language English hello " + ) + assert lang == "English" + assert text == "hello" + + +# --------------------------------------------------------------------------- +# detect_and_fix_repetitions tests +# --------------------------------------------------------------------------- + + +class TestDetectAndFixRepetitions: + """Tests for detect_and_fix_repetitions(text, threshold).""" + + def test_normal_text_unchanged(self): + text = "Hello, how are you?" + assert detect_and_fix_repetitions(text) == text + + def test_single_char_repeated_above_threshold(self): + result = detect_and_fix_repetitions("a" * 50) + assert result == "a" + + def test_single_char_repeated_below_threshold(self): + text = "a" * 10 + assert detect_and_fix_repetitions(text) == text + + def test_pattern_repeated_above_threshold(self): + result = detect_and_fix_repetitions("ha" * 30) + assert result == "ha" + + def test_short_text_unchanged(self): + assert detect_and_fix_repetitions("hi") == "hi" + + def test_mixed_content_with_repeating_tail(self): + result = detect_and_fix_repetitions("Hello " + "x" * 50) + assert result.startswith("Hello ") + # The long run of x's should be collapsed + assert len(result) < len("Hello " + "x" * 50) diff --git a/extras/asr-services/uv.lock b/extras/asr-services/uv.lock index 716f1f2e..752a5c90 100644 --- a/extras/asr-services/uv.lock +++ b/extras/asr-services/uv.lock @@ -305,326 +305,21 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/87/04/9d75e1d3bb4ab8ec67ff10919476ccdee06c098bcfcf3a352da5f985171d/absl_py-2.3.0-py3-none-any.whl", hash = "sha256:9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3", size = 135657, upload_time = "2025-05-27T09:15:48.742Z" }, ] -[[package]] -name = "accelerate" -version = "1.7.0" -source = { registry = "https://pypi.org/simple" } -resolution-markers = [ - "python_full_version >= '3.13' and platform_machine != 'aarch64' and sys_platform 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extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra == 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra == 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform == 'linux' and extra != 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'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform == 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform == 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform == 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform == 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and 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'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform == 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform == 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform == 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform == 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform == 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform == 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform == 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform == 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform == 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform == 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform == 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform == 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine != 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and sys_platform != 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version == '3.11.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version < '3.11' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform == 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice'", - "python_full_version >= '3.13' and sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and 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'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-transformers' and extra == 'group-12-asr-services-vibevoice')" }, + { name = "torch", version = "2.9.1+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(extra == 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126') or (extra != 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128') or (extra != 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu128') or (extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo') or (extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-transformers' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-transformers' and extra == 'group-12-asr-services-vibevoice')" }, ] sdist = { url = "https://files.pythonhosted.org/packages/4a/8e/ac2a9566747a93f8be36ee08532eb0160558b07630a081a6056a9f89bf1d/accelerate-1.12.0.tar.gz", hash = "sha256:70988c352feb481887077d2ab845125024b2a137a5090d6d7a32b57d03a45df6", size = 398399, upload_time = "2025-11-21T11:27:46.973Z" } wheels = [ @@ -903,7 +598,7 @@ qwen3-asr-full = [ { name = "websockets" }, ] transformers = [ - { name = "accelerate", version = "1.7.0", source = { registry = "https://pypi.org/simple" } }, + { name = "accelerate" }, { name = "diffusers" }, { name = "torch", version = "2.5.1+cu121", source = { registry = "https://download.pytorch.org/whl/cu121" }, marker = "(extra == 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126') or (extra == 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu128') or (extra == 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-vibevoice') or (extra == 'extra-12-asr-services-cu121' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers') or (extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers' and extra == 'group-12-asr-services-vibevoice')" }, { name = "torch", version = "2.7.1", source = { registry = "https://pypi.org/simple" }, marker = "(extra == 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126') or (extra == 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu128') or (extra == 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128') or (extra == 'group-12-asr-services-transformers' and extra == 'group-12-asr-services-vibevoice') or (extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo') or (extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr') or (extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-transformers') or (extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-vibevoice') or (extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr') or (extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-transformers') or (extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-vibevoice') or (extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-transformers') or (extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-vibevoice') or (extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers') or (extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-transformers')" }, @@ -918,10 +613,11 @@ transformers = [ { name = "transformers", version = "4.53.3", source = { registry = "https://pypi.org/simple" } }, ] vibevoice = [ - { name = "accelerate", version = "1.7.0", source = { registry = "https://pypi.org/simple" } }, + { name = "accelerate" }, { name = "bitsandbytes" }, { name = "diffusers" }, { name = "librosa" }, + { name = "omegaconf" }, { name = "peft" }, { name = "torch", version = "2.5.1+cu121", source = { registry = "https://download.pytorch.org/whl/cu121" }, marker = "(extra == 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126') or (extra == 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu128') or (extra == 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 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'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo') or (extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr') or (extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-transformers') or (extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-vibevoice') or (extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr') or (extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-transformers') or (extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-vibevoice') or (extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-transformers') or (extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-vibevoice') or (extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers') or (extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-vibevoice') or (extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-transformers' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-transformers' and extra == 'group-12-asr-services-vibevoice')" }, ] wheels = [ { url = "https://files.pythonhosted.org/packages/bc/f7/cd777c4109681367721b00a106f491e0d0d15cfa1fd59672ce580ce42a97/nvidia_cusparse_cu12-12.5.8.93-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:9b6c161cb130be1a07a27ea6923df8141f3c295852f4b260c65f18f3e0a091dc", size = 288117129, upload_time = "2025-03-07T01:47:40.407Z" }, @@ -6846,8 +6543,7 @@ name = "peft" version = "0.18.1" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "accelerate", version = "1.7.0", source = { registry = "https://pypi.org/simple" }, marker = "(extra == 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126') or (extra == 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu128') or (extra == 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-transformers') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'group-12-asr-services-faster-whisper' and extra != 'group-12-asr-services-nemo' and extra != 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-vibevoice')" }, - { name = "accelerate", version = "1.12.0", source = { registry = "https://pypi.org/simple" }, marker = "(extra == 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126') or (extra == 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu128') or (extra == 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-nemo') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-transformers' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu128' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-faster-whisper') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-nemo') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-qwen3-asr') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra == 'group-12-asr-services-transformers' and extra == 'group-12-asr-services-vibevoice') or (extra != 'extra-12-asr-services-cu121' and extra != 'extra-12-asr-services-cu126' and extra != 'group-12-asr-services-transformers' and extra != 'group-12-asr-services-vibevoice')" }, + { name = "accelerate" }, { name = "huggingface-hub" }, { name = "numpy" }, { name = "packaging" }, @@ -7942,7 +7638,7 @@ name = "qwen-asr" version = "0.0.6" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "accelerate", version = "1.12.0", source = { registry = "https://pypi.org/simple" } }, + { name = "accelerate" }, { name = "flask" }, { name = "gradio" }, { name = "librosa" }, @@ -10337,7 +10033,7 @@ resolution-markers = [ "python_full_version < '3.11' and sys_platform == 'linux'", ] dependencies = [ - { name = "filelock", marker = "extra == 'extra-12-asr-services-cu121' or (extra == 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128') or (extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo') or (extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr') or (extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-transformers') or (extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-vibevoice') or (extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr') or (extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-transformers') or (extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-vibevoice') or (extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-qwen3-asr-full') or (extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-transformers') or (extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-vibevoice') or (extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers') or (extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-vibevoice') or (extra == 'group-12-asr-services-transformers' and extra == 'group-12-asr-services-vibevoice')" }, + { name = "filelock", marker = "(python_full_version < '3.13' and sys_platform == 'linux' and extra == 'extra-12-asr-services-cu121') or (python_full_version >= '3.13' and extra == 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126') or (python_full_version >= '3.13' and extra == 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu128') or (python_full_version >= '3.13' and extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo') or (python_full_version >= '3.13' and extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr') or (python_full_version >= '3.13' and extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-qwen3-asr-full') or (python_full_version >= '3.13' and extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-transformers') or (python_full_version >= '3.13' and extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-vibevoice') or (python_full_version >= '3.13' and extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr') or (python_full_version >= '3.13' and extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-qwen3-asr-full') or (python_full_version >= '3.13' and extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-transformers') or (python_full_version >= '3.13' and extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-nemo' and extra == 'group-12-asr-services-vibevoice') or (python_full_version >= '3.13' and extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-qwen3-asr-full') or (python_full_version >= '3.13' and extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-transformers') or (python_full_version >= '3.13' and extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr' and extra == 'group-12-asr-services-vibevoice') or (python_full_version >= '3.13' and extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-transformers') or (python_full_version >= '3.13' and extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-qwen3-asr-full' and extra == 'group-12-asr-services-vibevoice') or (python_full_version >= '3.13' and extra == 'extra-12-asr-services-cu121' and extra == 'group-12-asr-services-transformers' and extra == 'group-12-asr-services-vibevoice') or (sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu126') or (sys_platform != 'linux' and extra == 'extra-12-asr-services-cu121' and extra == 'extra-12-asr-services-cu128') or (sys_platform != 'linux' and extra == 'extra-12-asr-services-cu126' and extra == 'extra-12-asr-services-cu128') or (sys_platform != 'linux' and extra != 'extra-12-asr-services-cu128' and extra == 'group-12-asr-services-faster-whisper' and extra == 'group-12-asr-services-nemo') or (sys_platform != 'linux' and extra != 'extra-12-asr-services-cu128' and extra == 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"https://files.pythonhosted.org/packages/8d/a9/549e51e9b1b2c9b854fd761a1d23df0ba2fbc60bd0c13b489ffa518cfcb7/triton-3.3.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b74db445b1c562844d3cfad6e9679c72e93fdfb1a90a24052b03bb5c49d1242e", size = 155600257, upload_time = "2025-05-29T23:39:36.085Z" }, diff --git a/extras/friend-lite-sdk/friend_lite/button.py b/extras/friend-lite-sdk/friend_lite/button.py index 421a87b1..11e6ecd6 100644 --- a/extras/friend-lite-sdk/friend_lite/button.py +++ b/extras/friend-lite-sdk/friend_lite/button.py @@ -6,8 +6,8 @@ class ButtonState(IntEnum): IDLE = 0 - SINGLE_TAP = 1 - DOUBLE_TAP = 2 + SINGLE_PRESS = 1 + DOUBLE_PRESS = 2 LONG_PRESS = 3 PRESS = 4 RELEASE = 5 diff --git a/plugins/homeassistant/command_parser.py b/plugins/homeassistant/command_parser.py index cc73626d..de56ce97 100644 --- a/plugins/homeassistant/command_parser.py +++ b/plugins/homeassistant/command_parser.py @@ -51,16 +51,16 @@ class ParsedCommand: - set_color: Set color TARGET_TYPE (choose one): -- area: Targeting all entities of a type in an area (e.g., "study lights") -- all_in_area: Targeting ALL entities in an area (e.g., "everything in study") -- entity: Targeting a specific entity by name (e.g., "desk lamp") +- area: Target entities in a specific area OR label. Labels are groups of areas (e.g., "hall" label might cover dining_room + living_room). Both areas and labels are valid targets. +- all: Target entities across ALL areas (e.g., "all lights", "every light") +- entity: Target a specific entity by name (e.g., "desk lamp") ENTITY_TYPE (optional, use null if not specified): - light: Light entities - switch: Switch entities - fan: Fan entities - cover: Covers/blinds -- null: All entity types (when target_type is "all_in_area") +- null: All entity types PARAMETERS (optional, empty dict if none): - brightness_pct: Brightness percentage (0-100) @@ -71,8 +71,8 @@ class ParsedCommand: Command: "turn off study lights" Response: {"action": "turn_off", "target_type": "area", "target": "study", "entity_type": "light", "parameters": {}} -Command: "turn off everything in study" -Response: {"action": "turn_off", "target_type": "all_in_area", "target": "study", "entity_type": null, "parameters": {}} +Command: "turn off hall lights" +Response: {"action": "turn_off", "target_type": "area", "target": "hall", "entity_type": "light", "parameters": {}} Command: "turn on desk lamp" Response: {"action": "turn_on", "target_type": "entity", "target": "desk lamp", "entity_type": null, "parameters": {}} @@ -80,11 +80,11 @@ class ParsedCommand: Command: "set study lights to 50%" Response: {"action": "set_brightness", "target_type": "area", "target": "study", "entity_type": "light", "parameters": {"brightness_pct": 50}} -Command: "turn on living room fan" -Response: {"action": "turn_on", "target_type": "area", "target": "living room", "entity_type": "fan", "parameters": {}} - Command: "turn off all lights" -Response: {"action": "turn_off", "target_type": "entity", "target": "all", "entity_type": "light", "parameters": {}} +Response: {"action": "turn_off", "target_type": "all", "target": "all", "entity_type": "light", "parameters": {}} + +Command: "turn off everything" +Response: {"action": "turn_off", "target_type": "all", "target": "all", "entity_type": null, "parameters": {}} Command: "toggle hallway light" Response: {"action": "toggle", "target_type": "entity", "target": "hallway light", "entity_type": null, "parameters": {}} @@ -94,4 +94,6 @@ class ParsedCommand: 2. Use lowercase for action, target_type, target, entity_type 3. Use null (not "null" string) for missing entity_type 4. Always include all 5 fields: action, target_type, target, entity_type, parameters +5. The "target" for target_type "area" MUST be an area name or label name from the provided context +6. Use target_type "all" when the user says "all lights", "every light", "all the lights", etc. """ diff --git a/plugins/homeassistant/plugin.py b/plugins/homeassistant/plugin.py index b94f8ae4..f6e2d973 100644 --- a/plugins/homeassistant/plugin.py +++ b/plugins/homeassistant/plugin.py @@ -2,7 +2,7 @@ Home Assistant plugin for Chronicle. Enables control of Home Assistant devices through natural language commands -triggered by a wake word. +triggered by a keyword anywhere in the transcript. """ import json @@ -10,6 +10,7 @@ from typing import Any, Dict, List, Optional from advanced_omi_backend.plugins.base import BasePlugin, PluginContext, PluginResult + from .entity_cache import EntityCache from .mcp_client import HAMCPClient, MCPError @@ -18,20 +19,20 @@ class HomeAssistantPlugin(BasePlugin): """ - Plugin for controlling Home Assistant devices via wake word commands. + Plugin for controlling Home Assistant devices via keyword commands. Example: - User says: "Vivi, turn off the hall lights" - -> Wake word "vivi" detected by router - -> Command "turn off the hall lights" passed to on_transcript() - -> Plugin parses command and calls HA MCP to execute + User says: "Turn off the hall lights, VV" + -> Keyword "vv" detected anywhere in transcript by router + -> Command "Turn off the hall lights" passed to on_transcript() + -> Plugin parses command and calls HA to execute -> Returns: PluginResult with "I've turned off the hall light" """ SUPPORTED_ACCESS_LEVELS: List[str] = ["transcript", "button"] name = "Home Assistant" - description = "Wake word device control with Home Assistant integration" + description = "Keyword-triggered device control with Home Assistant integration" def __init__(self, config: Dict[str, Any]): """ @@ -155,7 +156,9 @@ async def on_transcript(self, context: PluginContext) -> Optional[PluginResult]: command = context.data.get("command", "") if not command: - return PluginResult(success=False, message="No command provided", should_continue=True) + return PluginResult( + success=False, message="No command provided", should_continue=True + ) if not self.mcp_client: logger.error("MCP client not initialized") @@ -166,9 +169,21 @@ async def on_transcript(self, context: PluginContext) -> Optional[PluginResult]: ) try: + conversation_id = context.data.get("conversation_id") + + # Step 0: Extract just the HA command from mixed transcript + extracted = await self._extract_ha_command( + command, conversation_id=conversation_id + ) + if extracted: + logger.info(f"Extracted HA command: '{extracted}' (from: '{command}')") + command = extracted + # Step 1: Parse command using hybrid LLM + fallback parsing logger.info(f"Processing HA command: '{command}'") - parsed = await self._parse_command_hybrid(command) + parsed = await self._parse_command_hybrid( + command, conversation_id=conversation_id + ) if not parsed: return PluginResult( @@ -199,15 +214,25 @@ async def on_transcript(self, context: PluginContext) -> Optional[PluginResult]: service = service_map.get(parsed.action, "turn_on") # Step 4: Call Home Assistant service - logger.info(f"Calling {domain}.{service} for {len(entity_ids)} entities: {entity_ids}") + logger.info( + f"Calling {domain}.{service} for {len(entity_ids)} entities: {entity_ids}" + ) result = await self.mcp_client.call_service( - domain=domain, service=service, entity_ids=entity_ids, **parsed.parameters + domain=domain, + service=service, + entity_ids=entity_ids, + **parsed.parameters, ) # Step 5: Format user-friendly response entity_type_name = parsed.entity_type or domain - if parsed.target_type == "area": + if parsed.target_type == "all": + message = ( + f"I've {parsed.action.replace('_', ' ')} {len(entity_ids)} " + f"{entity_type_name}{'s' if len(entity_ids) != 1 else ''} everywhere" + ) + elif parsed.target_type == "area": message = ( f"I've {parsed.action.replace('_', ' ')} {len(entity_ids)} " f"{entity_type_name}{'s' if len(entity_ids) != 1 else ''} " @@ -339,9 +364,10 @@ async def on_button_event(self, context: PluginContext) -> Optional[PluginResult using the button_actions config. Reuses the same entity resolution and service call logic as on_plugin_action(). """ - from .command_parser import ParsedCommand from advanced_omi_backend.plugins.events import PluginEvent + from .command_parser import ParsedCommand + # Map event to config key if context.event == PluginEvent.BUTTON_DOUBLE_PRESS: action_key = "double_press" @@ -369,7 +395,9 @@ async def on_button_event(self, context: PluginContext) -> Optional[PluginResult entity_type = action_config.get("entity_type", "light") if not target: - return PluginResult(success=False, message="No target in button_actions config") + return PluginResult( + success=False, message="No target in button_actions config" + ) parsed = ParsedCommand( action=service, @@ -430,7 +458,11 @@ async def health_check(self) -> dict: latency_ms = int((time.time() - start) * 1000) if str(result).strip() == "2": return {"ok": True, "message": "Connected", "latency_ms": latency_ms} - return {"ok": False, "message": f"Unexpected result: {result}", "latency_ms": latency_ms} + return { + "ok": False, + "message": f"Unexpected result: {result}", + "latency_ms": latency_ms, + } except Exception as e: return {"ok": False, "message": str(e)} @@ -503,14 +535,96 @@ async def _refresh_cache(self): ) logger.info( - f"Entity cache refreshed: {len(areas)} areas, " f"{len(entity_details)} entities" + f"Entity cache refreshed: {len(areas)} areas, " + f"{len(entity_details)} entities" ) except Exception as e: logger.error(f"Failed to refresh entity cache: {e}", exc_info=True) raise - async def _parse_command_with_llm(self, command: str) -> Optional["ParsedCommand"]: + async def _extract_ha_command( + self, transcript: str, *, conversation_id: Optional[str] = None + ) -> Optional[str]: + """ + Use a lightweight LLM call to extract only the Home Assistant command + from a transcript that may contain mixed conversation. + + When the keyword (e.g. "vivi") is detected anywhere in a long transcript, + the surrounding text often includes unrelated speech. This method asks the + LLM to return just the smart-home command portion. + + Args: + transcript: Transcript text with keyword already stripped. + conversation_id: Optional conversation ID for Langfuse session grouping. + + Returns: + Extracted command string, or None to fall back to the raw text. + """ + # Short transcripts are likely already just the command + if len(transcript.split()) <= 8: + return None + + try: + from advanced_omi_backend.llm_client import get_llm_client + from advanced_omi_backend.openai_factory import is_langfuse_enabled + + llm_client = get_llm_client() + + system_prompt = ( + "Extract ONLY the smart home / home assistant command from the " + "transcript below. The transcript is from a conversation and may " + "contain unrelated speech mixed in. Return ONLY the command text, " + "nothing else. If no smart home command is found, return NONE.\n\n" + "Examples:\n" + 'Input: "so anyway I was saying turn off the hall lights and then we went to dinner"\n' + "Output: turn off the hall lights\n\n" + 'Input: "turn on bedroom lights"\n' + "Output: turn on bedroom lights\n\n" + 'Input: "yeah the meeting was great oh and set living room brightness ' + 'to 50 percent and also the deadline is tomorrow"\n' + "Output: set living room brightness to 50 percent\n\n" + 'Input: "so I told him about the project and then toggle the kitchen fan ' + 'and after that we discussed lunch plans"\n' + "Output: toggle the kitchen fan" + ) + + params = { + "model": llm_client.model, + "messages": [ + {"role": "system", "content": system_prompt}, + {"role": "user", "content": transcript}, + ], + "temperature": 0.0, + "max_tokens": 100, + } + if is_langfuse_enabled(): + params["name"] = "ha-command-extraction" + params["metadata"] = { + "plugin": "homeassistant", + "step": "extract_command", + } + if conversation_id: + params["langfuse_session_id"] = conversation_id + + response = llm_client.client.chat.completions.create(**params) + + result = response.choices[0].message.content.strip() + + if not result or result.upper() == "NONE": + logger.info("LLM extraction found no HA command in transcript") + return None + + logger.info(f"LLM extracted HA command: '{result}'") + return result + + except Exception as e: + logger.warning(f"LLM command extraction failed: {e}, using raw text") + return None + + async def _parse_command_with_llm( + self, command: str, *, conversation_id: Optional[str] = None + ) -> Optional["ParsedCommand"]: """ Parse command using LLM with structured system prompt. @@ -532,26 +646,60 @@ async def _parse_command_with_llm(self, command: str) -> Optional["ParsedCommand """ try: from advanced_omi_backend.llm_client import get_llm_client + from advanced_omi_backend.openai_factory import is_langfuse_enabled from advanced_omi_backend.prompt_registry import get_prompt_registry from .command_parser import ParsedCommand llm_client = get_llm_client() registry = get_prompt_registry() - system_prompt = await registry.get_prompt("plugin.homeassistant.command_parser") + system_prompt = await registry.get_prompt( + "plugin.homeassistant.command_parser" + ) logger.debug(f"Parsing command with LLM: '{command}'") + # Build context from entity cache so the LLM knows valid targets + entity_context = "" + await self._ensure_cache_initialized() + if self.entity_cache: + areas = ( + ", ".join(self.entity_cache.areas) + if self.entity_cache.areas + else "none" + ) + labels = "" + if self.entity_cache.label_areas: + label_parts = [ + f"{lbl} (covers: {', '.join(areas_list)})" + for lbl, areas_list in self.entity_cache.label_areas.items() + ] + labels = "\nAvailable labels: " + ", ".join(label_parts) + entity_context = f"\n\nAvailable areas: {areas}{labels}\nUse target_type 'area' with an area/label name above, or target_type 'all' for everything." + # Use OpenAI chat format with system + user messages - response = llm_client.client.chat.completions.create( - model=llm_client.model, - messages=[ + params = { + "model": llm_client.model, + "messages": [ {"role": "system", "content": system_prompt}, - {"role": "user", "content": f'Command: "{command}"\n\nReturn JSON only.'}, + { + "role": "user", + "content": f'Command: "{command}"{entity_context}\n\nReturn JSON only.', + }, ], - temperature=0.1, - max_tokens=150, - ) + "temperature": 0.1, + "max_tokens": 150, + } + if is_langfuse_enabled(): + params["name"] = "ha-command-parser" + params["metadata"] = { + "plugin": "homeassistant", + "step": "parse_command", + } + if conversation_id: + params["langfuse_session_id"] = conversation_id + + response = llm_client.client.chat.completions.create(**params) result_text = response.choices[0].message.content.strip() logger.debug(f"LLM response: {result_text}") @@ -588,7 +736,9 @@ async def _parse_command_with_llm(self, command: str) -> Optional["ParsedCommand return parsed except json.JSONDecodeError as e: - logger.error(f"Failed to parse LLM JSON response: {e}\nResponse: {result_text}") + logger.error( + f"Failed to parse LLM JSON response: {e}\nResponse: {result_text}" + ) return None except Exception as e: logger.error(f"LLM command parsing failed: {e}", exc_info=True) @@ -631,8 +781,12 @@ async def _resolve_entities(self, parsed: "ParsedCommand") -> List[str]: ) if not entities: - entity_desc = f"{parsed.entity_type}s" if parsed.entity_type else "entities" - available = list(self.entity_cache.areas) + list(self.entity_cache.label_areas.keys()) + entity_desc = ( + f"{parsed.entity_type}s" if parsed.entity_type else "entities" + ) + available = list(self.entity_cache.areas) + list( + self.entity_cache.label_areas.keys() + ) raise ValueError( f"No {entity_desc} found in area/label '{parsed.target}'. " f"Available: {', '.join(available)}" @@ -644,9 +798,33 @@ async def _resolve_entities(self, parsed: "ParsedCommand") -> List[str]: ) return entities + elif parsed.target_type == "all": + # Get entities across ALL areas, optionally filtered by type + entities = [] + for area in self.entity_cache.areas: + entities.extend( + self.entity_cache.get_entities_in_area( + area=area, entity_type=parsed.entity_type + ) + ) + + if not entities: + entity_desc = ( + f"{parsed.entity_type}s" if parsed.entity_type else "entities" + ) + raise ValueError(f"No {entity_desc} found in any area") + + logger.info( + f"Resolved 'all' to {len(entities)} " + f"{parsed.entity_type or 'entity'}(s) across {len(self.entity_cache.areas)} areas" + ) + return entities + elif parsed.target_type == "all_in_area": # Get ALL entities in area (no filter) - entities = self.entity_cache.get_entities_in_area(area=parsed.target, entity_type=None) + entities = self.entity_cache.get_entities_in_area( + area=parsed.target, entity_type=None + ) if not entities: raise ValueError( @@ -654,7 +832,9 @@ async def _resolve_entities(self, parsed: "ParsedCommand") -> List[str]: f"Available areas: {', '.join(self.entity_cache.areas)}" ) - logger.info(f"Resolved 'all in {parsed.target}' to {len(entities)} entities") + logger.info( + f"Resolved 'all in {parsed.target}' to {len(entities)} entities" + ) return entities elif parsed.target_type == "entity": @@ -726,7 +906,9 @@ async def _parse_command_fallback(self, command: str) -> Optional[Dict[str, Any] "action_desc": action_desc, } - async def _parse_command_hybrid(self, command: str) -> Optional["ParsedCommand"]: + async def _parse_command_hybrid( + self, command: str, *, conversation_id: Optional[str] = None + ) -> Optional["ParsedCommand"]: """ Hybrid command parser: Try LLM first, fallback to keywords. @@ -736,6 +918,7 @@ async def _parse_command_hybrid(self, command: str) -> Optional["ParsedCommand"] Args: command: Natural language command + conversation_id: Optional conversation ID for Langfuse session grouping. Returns: ParsedCommand if successful, None otherwise @@ -751,7 +934,10 @@ async def _parse_command_hybrid(self, command: str) -> Optional["ParsedCommand"] # Try LLM parsing with timeout try: logger.debug("Attempting LLM-based command parsing...") - parsed = await asyncio.wait_for(self._parse_command_with_llm(command), timeout=5.0) + parsed = await asyncio.wait_for( + self._parse_command_with_llm(command, conversation_id=conversation_id), + timeout=5.0, + ) if parsed: logger.info("LLM parsing succeeded") @@ -823,7 +1009,9 @@ async def test_connection(config: Dict[str, Any]) -> Dict[str, Any]: try: # Validate required config fields required_fields = ["ha_url", "ha_token"] - missing_fields = [field for field in required_fields if not config.get(field)] + missing_fields = [ + field for field in required_fields if not config.get(field) + ] if missing_fields: return { diff --git a/restart.sh b/restart.sh index 019518c4..9ac7c54d 100755 --- a/restart.sh +++ b/restart.sh @@ -1,2 +1,3 @@ #!/bin/bash +source "$(dirname "$0")/scripts/check_uv.sh" uv run --with-requirements setup-requirements.txt python services.py restart --all diff --git a/scripts/check_uv.sh b/scripts/check_uv.sh new file mode 100755 index 00000000..8325bfa3 --- /dev/null +++ b/scripts/check_uv.sh @@ -0,0 +1,15 @@ +#!/bin/bash +# Shared prerequisite check for Chronicle scripts. +# Source this at the top of any shell script that needs uv. + +if ! command -v uv &> /dev/null; then + echo "❌ 'uv' is not installed." + echo "" + echo "Chronicle requires 'uv' (Python package manager) to run." + echo "Install it with:" + echo "" + echo " curl -LsSf https://astral.sh/uv/install.sh | sh" + echo "" + echo "Then restart your terminal and try again." + exit 1 +fi diff --git a/start.sh b/start.sh index b01ef87a..723fb20f 100755 --- a/start.sh +++ b/start.sh @@ -1 +1,3 @@ +#!/bin/bash +source "$(dirname "$0")/scripts/check_uv.sh" uv run --with-requirements setup-requirements.txt python services.py start --all "$@" diff --git a/status.sh b/status.sh index a66fe459..6ded4c94 100755 --- a/status.sh +++ b/status.sh @@ -1,2 +1,3 @@ #!/bin/bash +source "$(dirname "$0")/scripts/check_uv.sh" uv run --with-requirements setup-requirements.txt python status.py "$@" diff --git a/stop.sh b/stop.sh index 0f49add7..0fc033d4 100755 --- a/stop.sh +++ b/stop.sh @@ -1 +1,3 @@ +#!/bin/bash +source "$(dirname "$0")/scripts/check_uv.sh" uv run --with-requirements setup-requirements.txt python services.py stop --all diff --git a/tests/Makefile b/tests/Makefile index 2992c3a1..b4b3e1b2 100644 --- a/tests/Makefile +++ b/tests/Makefile @@ -5,7 +5,7 @@ containers-start containers-stop containers-restart containers-rebuild \ containers-start-rebuild containers-clean containers-status containers-logs \ start stop restart rebuild start-rebuild status logs \ - test test-quick test-slow test-sdk test-no-api test-with-api-keys test-all-with-slow-and-sdk clean-all \ + test test-quick test-custom test-slow test-sdk test-no-api test-with-api-keys test-all-with-slow-and-sdk clean-all \ test-asr test-asr-gpu \ results results-path results-detailed @@ -56,6 +56,11 @@ help: @echo " make test-asr - Run ASR protocol tests (no GPU required)" @echo " make test-asr-gpu - Run ASR GPU tests (requires NVIDIA GPU)" @echo "" + @echo "Running Specific Tests:" + @echo " make test-custom T=\"Test Name\" - Run a single test by name" + @echo " make test-custom TAG=audio-streaming - Run tests by tag" + @echo " make test-custom F=integration/foo.robot - Run a specific file" + @echo "" @echo "Special Test Tags:" @echo " make test-slow - Run ONLY slow tests (backend restarts)" @echo " make test-sdk - Run ONLY SDK tests (unreleased)" @@ -232,6 +237,14 @@ test: # Quick workflow: run tests on existing containers (ignores CONFIG changes) test-quick: all +# Run specific test by name, tag, or file +# Usage: +# make test-custom T="Chunk Count Increments In Redis Session" +# make test-custom TAG=audio-streaming +# make test-custom F=integration/audio_streaming_integration_tests.robot +test-custom: + @./run-custom.sh $(if $(T),--test "$(T)") $(if $(TAG),--tag $(TAG)) $(if $(F),$(F)) + # Run ONLY slow tests (backend restarts, long timeouts) test-slow: @echo "Running slow tests only..." diff --git a/tests/TESTING_GUIDELINES.md b/tests/TESTING_GUIDELINES.md index 481b8017..f8c18e43 100644 --- a/tests/TESTING_GUIDELINES.md +++ b/tests/TESTING_GUIDELINES.md @@ -266,7 +266,7 @@ Full Pipeline Integration Test ```bash # Excludes tests tagged with requires-api-keys cd tests -./run-no-api-tests.sh +make test-no-api ``` - Uses `configs/mock-services.yml` - No external API calls @@ -375,7 +375,7 @@ Audio Upload Produces Quality Transcript **Running Tests Locally Without API Keys**: ```bash cd tests -./run-no-api-tests.sh +make test-no-api ``` - Works without any API key configuration - Fast feedback for most development @@ -532,4 +532,4 @@ As we develop more conventions and encounter new patterns, we will add them to t - Continuous integration considerations - Test reporting and metrics - Parallel test execution patterns -- Test data isolation strategies \ No newline at end of file +- Test data isolation strategies diff --git a/tests/config/plugins.test.yml b/tests/config/plugins.test.yml index 89772a56..7ba31157 100644 --- a/tests/config/plugins.test.yml +++ b/tests/config/plugins.test.yml @@ -12,3 +12,14 @@ plugins: condition: type: always # Capture all events without filtering db_path: /app/debug/test_plugin_events.db + + test_button_actions: + enabled: true + events: + - button.single_press + - button.double_press + condition: + type: always + actions: + single_press: + type: close_conversation diff --git a/tests/integration/audio_streaming_integration_tests.robot b/tests/integration/audio_streaming_integration_tests.robot index f34b7984..3ae29331 100644 --- a/tests/integration/audio_streaming_integration_tests.robot +++ b/tests/integration/audio_streaming_integration_tests.robot @@ -65,29 +65,33 @@ Redis Session Schema Contains All Required Fields Chunk Count Increments In Redis Session - [Documentation] Verify chunk count is tracked in Redis (not ClientState) + [Documentation] Verify chunk count is tracked in Redis (not ClientState). + ... Note: The producer re-chunks client audio into 250ms fixed-size chunks + ... (8000 bytes at 16kHz/16-bit/mono). Client sends 100ms chunks (3200 bytes). + ... So N client chunks produce floor(N * 3200 / 8000) published chunks. [Tags] infra audio-streaming ${device_name}= Set Variable chunk-count-test ${stream_id}= Open Audio Stream device_name=${device_name} ${client_id}= Get Client ID From Device Name ${device_name} - # Send chunks and verify count increases - Send Audio Chunks To Stream ${stream_id} ${TEST_AUDIO_FILE} num_chunks=3 + # Send first batch: 10 client chunks (10 * 3200 = 32000 bytes β†’ 4 published chunks) + Send Audio Chunks To Stream ${stream_id} ${TEST_AUDIO_FILE} num_chunks=10 Sleep 1s # Allow chunk counter to update ${session1}= Get Redis Session Data ${client_id} ${count1}= Convert To Integer ${session1}[chunks_published] + Should Be True ${count1} > 0 First batch should produce at least 1 published chunk - Send Audio Chunks To Stream ${stream_id} ${TEST_AUDIO_FILE} num_chunks=5 + # Send second batch: 10 more client chunks + Send Audio Chunks To Stream ${stream_id} ${TEST_AUDIO_FILE} num_chunks=10 Sleep 1s # Allow chunk counter to update ${session2}= Get Redis Session Data ${client_id} ${count2}= Convert To Integer ${session2}[chunks_published] - # Verify count increased (should be at least 8) - Should Be True ${count2} > ${count1} - Should Be True ${count2} >= 8 + # Verify count increased between batches + Should Be True ${count2} > ${count1} Chunk count should increase after sending more audio (${count1} β†’ ${count2}) - Log βœ… Chunk count tracked in Redis: ${count1} β†’ ${count2} + Log Chunk count tracked in Redis: ${count1} β†’ ${count2} # Close stream after test completes ${total_chunks}= Close Audio Stream ${stream_id} diff --git a/tests/integration/websocket_streaming_tests.robot b/tests/integration/websocket_streaming_tests.robot index 63baadf8..5161b816 100644 --- a/tests/integration/websocket_streaming_tests.robot +++ b/tests/integration/websocket_streaming_tests.robot @@ -34,12 +34,12 @@ Streaming jobs created on stream start Sleep 2s # Check speech detection job ${jobs}= Get Jobs By Type speech_detection - Should Not Be Empty ${jobs} + Should Not Be Empty ${jobs} ${speech_job}= Find Job For Client ${jobs} ${device_name} Should Not Be Equal ${speech_job} ${None} Speech detection job not created # Check audio persistence job - ${persist_job}= Find Job For Client ${jobs} ${device_name} + ${persist_job}= Find Job For Client ${jobs} ${device_name} Should Not Be Equal ${persist_job} ${None} Audio persistence job not created Log Both jobs active during streaming @@ -102,6 +102,40 @@ Conversation Job Created After Speech Detection Log Closed stream, sent ${total_chunks} total chunks +Button Press Should Close Active Conversation + [Documentation] Verify that a button single press during an active conversation + ... closes it with end_reason=close_requested and triggers post-processing + [Tags] audio-streaming conversation + [Timeout] 120s + + # Arrange: Open stream and get enough speech to start a conversation + ${device_name}= Set Variable ws-button-close + ${stream_id}= Open Audio Stream device_name=${device_name} + ${client_id}= Get Client ID From Device Name ${device_name} + + # Get baseline conversation jobs + ${baseline_jobs}= Get Jobs By Type And Client open_conversation ${client_id} + ${baseline_count}= Get Length ${baseline_jobs} + + # Send audio with speech (realtime pacing for Deepgram to finalize segments) + Send Audio Chunks To Stream ${stream_id} ${TEST_AUDIO_FILE} num_chunks=200 realtime_pacing=True + + # Wait for open_conversation_job to start (speech detected -> conversation opened) + ${jobs}= Wait Until Keyword Succeeds 60s 3s + ... Wait For New Job To Appear open_conversation ${client_id} ${baseline_count} + ${conversation_id}= Evaluate $jobs[0]['meta'].get('conversation_id', '') + Should Not Be Empty ${conversation_id} msg=Conversation ID not found in job meta + + # Act: Send button press to close the conversation + Send Button Event To Stream ${stream_id} SINGLE_PRESS + + # Assert: Conversation should close with end_reason=close_requested + Wait Until Keyword Succeeds 30s 2s + ... Conversation Should Have End Reason ${conversation_id} close_requested + + # Cleanup + [Teardown] Run Keyword And Ignore Error Close Audio Stream ${stream_id} + Conversation Closes On Inactivity Timeout And Restarts Speech Detection [Documentation] Verify that after SPEECH_INACTIVITY_THRESHOLD_SECONDS of silence (audio time), ... the open_conversation job closes with timeout_triggered=True, @@ -168,6 +202,3 @@ Conversation Closes On Inactivity Timeout And Restarts Speech Detection # Memory extraction job should be created ${memory_jobs}= Get Jobs By Type And Conversation process_memory_job ${conversation_id} Log To Console Memory jobs found: ${memory_jobs.__len__()} - - - diff --git a/tests/integration/websocket_transcription_e2e_test.robot b/tests/integration/websocket_transcription_e2e_test.robot index 3711ac54..951f3aa7 100644 --- a/tests/integration/websocket_transcription_e2e_test.robot +++ b/tests/integration/websocket_transcription_e2e_test.robot @@ -53,16 +53,13 @@ WebSocket Stream Produces Final Transcripts In Redis Log Closing stream - should trigger: end_marker β†’ CloseStream β†’ final results Close Audio Stream ${stream_id} - # Allow time for streaming consumer to process end_marker and get final results - Sleep 5s - - # Verify Redis stream transcription:results:{client_id} has entries + # Wait for streaming consumer to process end_marker and write final results to Redis + # Use retry loop instead of fixed sleep - consumer processing time varies ${stream_name}= Set Variable transcription:results:${client_id} - ${stream_length}= Redis Command XLEN ${stream_name} - - Should Be True ${stream_length} > 0 - ... Redis stream ${stream_name} is empty - no final transcripts received! This means end_marker was not sent or CloseStream failed. + Wait Until Keyword Succeeds 30s 2s + ... Redis Stream Should Not Be Empty ${stream_name} + ${stream_length}= Redis Command XLEN ${stream_name} Log βœ… Redis stream has ${stream_length} final transcript(s) @@ -387,3 +384,13 @@ Streaming Completion Signal Is Set Before Transcript Read Log βœ… Completion signal ${completion_key} = ${signal_value} (consumer completed before job reads) +*** Keywords *** + +Redis Stream Should Not Be Empty + [Documentation] Assert that a Redis stream has at least one entry. + ... Used with Wait Until Keyword Succeeds for retry-based checks. + [Arguments] ${stream_name} + + ${stream_length}= Redis Command XLEN ${stream_name} + Should Be True ${stream_length} > 0 + ... Redis stream ${stream_name} is empty - no final transcripts received! This means end_marker was not sent or CloseStream failed. diff --git a/tests/libs/audio_stream_library.py b/tests/libs/audio_stream_library.py index e14a174e..f1651dc1 100644 --- a/tests/libs/audio_stream_library.py +++ b/tests/libs/audio_stream_library.py @@ -27,7 +27,10 @@ sys.path.insert(0, str(backend_src)) from advanced_omi_backend.clients import AudioStreamClient -from advanced_omi_backend.clients.audio_stream_client import StreamManager, stream_audio_file as _stream_audio_file +from advanced_omi_backend.clients.audio_stream_client import StreamManager +from advanced_omi_backend.clients.audio_stream_client import ( + stream_audio_file as _stream_audio_file, +) # Module-level manager for non-blocking streams _manager = StreamManager() @@ -37,6 +40,7 @@ # Blocking Mode (simple, streams entire file) # ============================================================================= + def stream_audio_file( base_url: str, token: str, @@ -60,6 +64,7 @@ def stream_audio_file( # Non-blocking Mode (for testing during stream) # ============================================================================= + def start_audio_stream( base_url: str, token: str, @@ -145,6 +150,16 @@ def close_audio_stream_without_stop(stream_id: str) -> int: return _manager.close_stream_without_stop(stream_id) +def send_button_event(stream_id: str, button_state: str = "SINGLE_PRESS") -> None: + """Send a button event to an open stream. + + Args: + stream_id: Stream session ID + button_state: Button state ("SINGLE_PRESS" or "DOUBLE_PRESS") + """ + _manager.send_button_event(stream_id, button_state) + + def cleanup_all_streams(): """Stop all active streams.""" _manager.cleanup_all() @@ -154,6 +169,7 @@ def cleanup_all_streams(): # Advanced Usage # ============================================================================= + def get_audio_stream_client( base_url: str, token: str, diff --git a/tests/resources/websocket_keywords.robot b/tests/resources/websocket_keywords.robot index 2eb9381b..58014de5 100644 --- a/tests/resources/websocket_keywords.robot +++ b/tests/resources/websocket_keywords.robot @@ -158,6 +158,12 @@ Close Audio Stream Log Stopped stream ${stream_id}, total chunks: ${total_chunks} RETURN ${total_chunks} +Send Button Event To Stream + [Documentation] Send a button event (SINGLE_PRESS, DOUBLE_PRESS) to an open stream + [Arguments] ${stream_id} ${button_state}=SINGLE_PRESS + Send Button Event ${stream_id} ${button_state} + Log Sent button event ${button_state} to stream ${stream_id} + Close Audio Stream Without Stop Event [Documentation] Close WebSocket connection without sending audio-stop event. ... This simulates abrupt disconnection (network failure, client crash) diff --git a/tests/run-no-api-tests.sh b/tests/run-no-api-tests.sh deleted file mode 100755 index b5c5a505..00000000 --- a/tests/run-no-api-tests.sh +++ /dev/null @@ -1,176 +0,0 @@ -#!/bin/bash - -# Robot Framework Test Runner (No API Keys Required) -# Runs tests that don't require external API services (Deepgram, OpenAI) -# Excludes tests tagged with 'requires-api-keys' - -set -e - -# Colors for output -RED='\033[0;31m' -GREEN='\033[0;32m' -YELLOW='\033[1;33m' -BLUE='\033[0;34m' -NC='\033[0m' # No Color - -print_info() { - echo -e "${BLUE}[INFO]${NC} $1" -} - -print_success() { - echo -e "${GREEN}[SUCCESS]${NC} $1" -} - -print_warning() { - echo -e "${YELLOW}[WARNING]${NC} $1" -} - -print_error() { - echo -e "${RED}[ERROR]${NC} $1" -} - -# Check if we're in the right directory -if [ ! -f "Makefile" ] || [ ! -d "endpoints" ]; then - print_error "Please run this script from the tests/ directory" - exit 1 -fi - -# Set absolute paths for consistent directory references -TESTS_DIR="$(pwd)" -BACKEND_DIR="$(cd ../backends/advanced && pwd)" - -print_info "Robot Framework Test Runner (No API Keys)" -print_info "==========================================" -print_info "This runner executes tests that don't require external API services" -print_info "Tests tagged with 'requires-api-keys', 'slow', and 'sdk' are excluded" - -# Configuration -CLEANUP_CONTAINERS="${CLEANUP_CONTAINERS:-false}" -OUTPUTDIR="${OUTPUTDIR:-results-no-api}" - -# Use mock services config (no API keys needed) -# Set TEST_CONFIG_FILE to point to mock-services.yml inside the container -export TEST_CONFIG_FILE="/app/test-configs/mock-services.yml" - -print_info "Using config file: ${TEST_CONFIG_FILE}" -print_warning "Memory extraction and transcription are disabled in this mode" - -# Load environment variables if available (but don't require them) -if [ -f "setup/.env.test" ]; then - print_info "Loading environment variables from setup/.env.test..." - set -a - source setup/.env.test - set +a -fi - -# Create test environment file if it doesn't exist (without API keys) -if [ ! -f "setup/.env.test" ]; then - print_info "Creating test environment file..." - mkdir -p setup - - cat > setup/.env.test << EOF -# API URLs -API_URL=http://localhost:8001 -BACKEND_URL=http://localhost:8001 -FRONTEND_URL=http://localhost:3001 - -# Test Admin Credentials -ADMIN_EMAIL=test-admin@example.com -ADMIN_PASSWORD=test-admin-password-123 - -# Test Configuration -TEST_TIMEOUT=120 -TEST_DEVICE_NAME=robot-test - -# Note: No API keys required for this test mode -# OPENAI_API_KEY and DEEPGRAM_API_KEY are not needed -EOF - print_success "Created setup/.env.test" -fi - -# Start test containers using dedicated startup script -FRESH_BUILD=true "$TESTS_DIR/setup-test-containers.sh" - -# Run Robot Framework tests via Makefile with tag exclusion -# Exclude tests that require API keys, slow tests, and SDK tests -print_info "Running Robot Framework tests (excluding requires-api-keys, slow, sdk tags)..." -print_info "Output directory: $OUTPUTDIR" - -# Run tests with tag exclusion -if timeout 30m uv run --with-requirements test-requirements.txt \ - robot --exclude requires-api-keys \ - --exclude slow \ - --exclude sdk \ - --outputdir "$OUTPUTDIR" \ - --loglevel INFO \ - --consolecolors on \ - --consolemarkers on \ - .; then - TEST_EXIT_CODE=0 -else - TEST_EXIT_CODE=$? -fi - -# Show service logs if tests failed -if [ $TEST_EXIT_CODE -ne 0 ]; then - print_info "Showing service logs..." - cd "$BACKEND_DIR" - echo "=== Backend Logs (last 50 lines) ===" - docker compose -f docker-compose-test.yml logs --tail=50 chronicle-backend-test - echo "" - echo "=== Worker Logs (last 50 lines) ===" - docker compose -f docker-compose-test.yml logs --tail=50 workers-test - cd "$TESTS_DIR" -fi - -# Display test results summary -if [ -f "$OUTPUTDIR/output.xml" ]; then - print_info "Test Results Summary:" - uv run python3 << 'PYTHON_SCRIPT' -import xml.etree.ElementTree as ET -import os - -output_file = os.getenv('OUTPUTDIR', 'results-no-api') + '/output.xml' -try: - tree = ET.parse(output_file) - root = tree.getroot() - - # Get overall stats - stats = root.find('.//total/stat') - if stats is not None: - passed = stats.get("pass", "0") - failed = stats.get("fail", "0") - print(f'βœ… Passed: {passed}') - print(f'❌ Failed: {failed}') - print(f'πŸ“Š Total: {int(passed) + int(failed)}') - - # Show failed tests if any - if int(failed) > 0: - print('\n❌ Failed Tests:') - failed_tests = root.findall('.//test') - for test in failed_tests: - status = test.find('status') - if status is not None and status.get('status') == 'FAIL': - test_name = test.get('name', 'Unknown') - print(f' - {test_name}') -except Exception as e: - print(f'Error parsing results: {e}') -PYTHON_SCRIPT -fi - -# Cleanup containers if requested -if [ "$CLEANUP_CONTAINERS" = "true" ]; then - print_info "Cleaning up test containers..." - cd "$BACKEND_DIR" - docker compose -f docker-compose-test.yml down -v --remove-orphans - cd "$TESTS_DIR" - print_success "Cleanup completed" -fi - -# Final status -if [ $TEST_EXIT_CODE -eq 0 ]; then - print_success "All tests passed! βœ…" -else - print_error "Some tests failed ❌" - exit $TEST_EXIT_CODE -fi diff --git a/wizard.py b/wizard.py index b04f028c..e4d52395 100755 --- a/wizard.py +++ b/wizard.py @@ -26,38 +26,67 @@ console = Console() SERVICES = { - 'backend': { - 'advanced': { - 'path': 'backends/advanced', - 'cmd': ['uv', 'run', '--with-requirements', '../../setup-requirements.txt', 'python', 'init.py'], - 'description': 'Advanced AI backend with full feature set', - 'required': True + "backend": { + "advanced": { + "path": "backends/advanced", + "cmd": [ + "uv", + "run", + "--with-requirements", + "../../setup-requirements.txt", + "python", + "init.py", + ], + "description": "Advanced AI backend with full feature set", + "required": True, } }, - 'extras': { - 'speaker-recognition': { - 'path': 'extras/speaker-recognition', - 'cmd': ['uv', 'run', '--with-requirements', '../../setup-requirements.txt', 'python', 'init.py'], - 'description': 'Speaker identification and enrollment' + "extras": { + "speaker-recognition": { + "path": "extras/speaker-recognition", + "cmd": [ + "uv", + "run", + "--with-requirements", + "../../setup-requirements.txt", + "python", + "init.py", + ], + "description": "Speaker identification and enrollment", }, - 'asr-services': { - 'path': 'extras/asr-services', - 'cmd': ['uv', 'run', '--with-requirements', '../../setup-requirements.txt', 'python', 'init.py'], - 'description': 'Offline speech-to-text' + "asr-services": { + "path": "extras/asr-services", + "cmd": [ + "uv", + "run", + "--with-requirements", + "../../setup-requirements.txt", + "python", + "init.py", + ], + "description": "Offline speech-to-text", }, - 'openmemory-mcp': { - 'path': 'extras/openmemory-mcp', - 'cmd': ['./setup.sh'], - 'description': 'OpenMemory MCP server' + "openmemory-mcp": { + "path": "extras/openmemory-mcp", + "cmd": ["./setup.sh"], + "description": "OpenMemory MCP server", }, - 'langfuse': { - 'path': 'extras/langfuse', - 'cmd': ['uv', 'run', '--with-requirements', '../../setup-requirements.txt', 'python', 'init.py'], - 'description': 'LLM observability and prompt management (local)' - } - } + "langfuse": { + "path": "extras/langfuse", + "cmd": [ + "uv", + "run", + "--with-requirements", + "../../setup-requirements.txt", + "python", + "init.py", + ], + "description": "LLM observability and prompt management (local)", + }, + }, } + def discover_available_plugins(): """ Discover plugins by scanning plugins directory. @@ -75,11 +104,13 @@ def discover_available_plugins(): plugins_dir = Path("backends/advanced/src/advanced_omi_backend/plugins") if not plugins_dir.exists(): - console.print(f"[yellow]Warning: Plugins directory not found: {plugins_dir}[/yellow]") + console.print( + f"[yellow]Warning: Plugins directory not found: {plugins_dir}[/yellow]" + ) return {} discovered = {} - skip_dirs = {'__pycache__', '__init__.py', 'base.py', 'router.py'} + skip_dirs = {"__pycache__", "__init__.py", "base.py", "router.py"} for plugin_dir in plugins_dir.iterdir(): if not plugin_dir.is_dir() or plugin_dir.name in skip_dirs: @@ -89,32 +120,37 @@ def discover_available_plugins(): setup_script = plugin_dir / "setup.py" discovered[plugin_id] = { - 'has_setup': setup_script.exists(), - 'setup_path': setup_script if setup_script.exists() else None, - 'dir': plugin_dir + "has_setup": setup_script.exists(), + "setup_path": setup_script if setup_script.exists() else None, + "dir": plugin_dir, } return discovered + def check_service_exists(service_name, service_config): """Check if service directory and script exist""" - service_path = Path(service_config['path']) + service_path = Path(service_config["path"]) if not service_path.exists(): return False, f"Directory {service_path} does not exist" # For services with Python init scripts, check if init.py exists - if service_name in ['advanced', 'speaker-recognition', 'asr-services', 'langfuse']: - script_path = service_path / 'init.py' + if service_name in ["advanced", "speaker-recognition", "asr-services", "langfuse"]: + script_path = service_path / "init.py" if not script_path.exists(): return False, f"Script {script_path} does not exist" else: # For other extras, check if setup.sh exists - script_path = service_path / 'setup.sh' + script_path = service_path / "setup.sh" if not script_path.exists(): - return False, f"Script {script_path} does not exist (will be created in Phase 2)" + return ( + False, + f"Script {script_path} does not exist (will be created in Phase 2)", + ) return True, "OK" + def select_services(transcription_provider=None): """Let user select which services to setup""" console.print("πŸš€ [bold cyan]Chronicle Service Setup[/bold cyan]") @@ -125,24 +161,30 @@ def select_services(transcription_provider=None): # Backend is required console.print("πŸ“± [bold]Backend (Required):[/bold]") console.print(" βœ… Advanced Backend - Full AI features") - selected.append('advanced') + selected.append("advanced") # Services that will be auto-added based on transcription provider choice auto_added = set() if transcription_provider in ("parakeet", "vibevoice", "qwen3-asr"): - auto_added.add('asr-services') + auto_added.add("asr-services") # Optional extras console.print("\nπŸ”§ [bold]Optional Services:[/bold]") - for service_name, service_config in SERVICES['extras'].items(): + for service_name, service_config in SERVICES["extras"].items(): # Skip services that will be auto-added based on earlier choices if service_name in auto_added: - provider_label = {"vibevoice": "VibeVoice", "parakeet": "Parakeet", "qwen3-asr": "Qwen3-ASR"}.get(transcription_provider, transcription_provider) - console.print(f" βœ… {service_config['description']} ({provider_label}) [dim](auto-selected)[/dim]") + provider_label = { + "vibevoice": "VibeVoice", + "parakeet": "Parakeet", + "qwen3-asr": "Qwen3-ASR", + }.get(transcription_provider, transcription_provider) + console.print( + f" βœ… {service_config['description']} ({provider_label}) [dim](auto-selected)[/dim]" + ) continue # LangFuse is handled separately via setup_langfuse_choice() - if service_name == 'langfuse': + if service_name == "langfuse": continue # Check if service exists @@ -152,10 +194,12 @@ def select_services(transcription_provider=None): continue # Speaker recognition is recommended by default - default_enable = service_name == 'speaker-recognition' + default_enable = service_name == "speaker-recognition" try: - enable_service = Confirm.ask(f" Setup {service_config['description']}?", default=default_enable) + enable_service = Confirm.ask( + f" Setup {service_config['description']}?", default=default_enable + ) except EOFError: console.print(f"Using default: {'Yes' if default_enable else 'No'}") enable_service = default_enable @@ -165,213 +209,268 @@ def select_services(transcription_provider=None): return selected + def cleanup_unselected_services(selected_services): """Backup and remove .env files from services that weren't selected""" - - all_services = list(SERVICES['backend'].keys()) + list(SERVICES['extras'].keys()) - + + all_services = list(SERVICES["backend"].keys()) + list(SERVICES["extras"].keys()) + for service_name in all_services: if service_name not in selected_services: - if service_name == 'advanced': - service_path = Path(SERVICES['backend'][service_name]['path']) + if service_name == "advanced": + service_path = Path(SERVICES["backend"][service_name]["path"]) else: - service_path = Path(SERVICES['extras'][service_name]['path']) - - env_file = service_path / '.env' + service_path = Path(SERVICES["extras"][service_name]["path"]) + + env_file = service_path / ".env" if env_file.exists(): # Create backup with timestamp timestamp = datetime.now().strftime("%Y%m%d_%H%M%S") - backup_file = service_path / f'.env.backup.{timestamp}.unselected' + backup_file = service_path / f".env.backup.{timestamp}.unselected" env_file.rename(backup_file) - console.print(f"🧹 [dim]Backed up {service_name} configuration to {backup_file.name} (service not selected)[/dim]") - -def run_service_setup(service_name, selected_services, https_enabled=False, server_ip=None, - obsidian_enabled=False, neo4j_password=None, hf_token=None, - transcription_provider='deepgram', admin_email=None, admin_password=None, - langfuse_public_key=None, langfuse_secret_key=None, langfuse_host=None, - streaming_provider=None): + console.print( + f"🧹 [dim]Backed up {service_name} configuration to {backup_file.name} (service not selected)[/dim]" + ) + + +def run_service_setup( + service_name, + selected_services, + https_enabled=False, + server_ip=None, + obsidian_enabled=False, + neo4j_password=None, + hf_token=None, + transcription_provider="deepgram", + admin_email=None, + admin_password=None, + langfuse_public_key=None, + langfuse_secret_key=None, + langfuse_host=None, + streaming_provider=None, +): """Execute individual service setup script""" - if service_name == 'advanced': - service = SERVICES['backend'][service_name] + if service_name == "advanced": + service = SERVICES["backend"][service_name] # For advanced backend, pass URLs of other selected services and HTTPS config - cmd = service['cmd'].copy() - if 'speaker-recognition' in selected_services: - cmd.extend(['--speaker-service-url', 'http://speaker-service:8085']) - if 'asr-services' in selected_services: - cmd.extend(['--parakeet-asr-url', 'http://host.docker.internal:8767']) + cmd = service["cmd"].copy() + if "speaker-recognition" in selected_services: + cmd.extend(["--speaker-service-url", "http://speaker-service:8085"]) + if "asr-services" in selected_services: + cmd.extend(["--parakeet-asr-url", "http://host.docker.internal:8767"]) # Pass transcription provider choice from wizard if transcription_provider: - cmd.extend(['--transcription-provider', transcription_provider]) + cmd.extend(["--transcription-provider", transcription_provider]) # Pass streaming provider (different from batch) for re-transcription setup if streaming_provider: - cmd.extend(['--streaming-provider', streaming_provider]) + cmd.extend(["--streaming-provider", streaming_provider]) # Add HTTPS configuration if https_enabled and server_ip: - cmd.extend(['--enable-https', '--server-ip', server_ip]) + cmd.extend(["--enable-https", "--server-ip", server_ip]) # Always pass Neo4j password (neo4j is a required service) if neo4j_password: - cmd.extend(['--neo4j-password', neo4j_password]) + cmd.extend(["--neo4j-password", neo4j_password]) # Add Obsidian configuration if obsidian_enabled: - cmd.extend(['--enable-obsidian']) + cmd.extend(["--enable-obsidian"]) # Pass LangFuse keys from langfuse init or external config if langfuse_public_key and langfuse_secret_key: - cmd.extend(['--langfuse-public-key', langfuse_public_key]) - cmd.extend(['--langfuse-secret-key', langfuse_secret_key]) + cmd.extend(["--langfuse-public-key", langfuse_public_key]) + cmd.extend(["--langfuse-secret-key", langfuse_secret_key]) if langfuse_host: - cmd.extend(['--langfuse-host', langfuse_host]) + cmd.extend(["--langfuse-host", langfuse_host]) else: - service = SERVICES['extras'][service_name] - cmd = service['cmd'].copy() - + service = SERVICES["extras"][service_name] + cmd = service["cmd"].copy() + # Add HTTPS configuration for services that support it - if service_name == 'speaker-recognition' and https_enabled and server_ip: - cmd.extend(['--enable-https', '--server-ip', server_ip]) + if service_name == "speaker-recognition" and https_enabled and server_ip: + cmd.extend(["--enable-https", "--server-ip", server_ip]) # For speaker-recognition, pass HF_TOKEN from centralized configuration - if service_name == 'speaker-recognition': + if service_name == "speaker-recognition": # Define the speaker env path - speaker_env_path = 'extras/speaker-recognition/.env' + speaker_env_path = "extras/speaker-recognition/.env" # HF Token should have been provided via setup_hf_token_if_needed() if hf_token: - cmd.extend(['--hf-token', hf_token]) + cmd.extend(["--hf-token", hf_token]) else: - console.print("[yellow][WARNING][/yellow] No HF_TOKEN provided - speaker recognition may fail to download models") + console.print( + "[yellow][WARNING][/yellow] No HF_TOKEN provided - speaker recognition may fail to download models" + ) # Pass Deepgram API key from backend if available - backend_env_path = 'backends/advanced/.env' - deepgram_key = read_env_value(backend_env_path, 'DEEPGRAM_API_KEY') - if deepgram_key and not is_placeholder(deepgram_key, 'your_deepgram_api_key_here', 'your-deepgram-api-key-here'): - cmd.extend(['--deepgram-api-key', deepgram_key]) - console.print("[blue][INFO][/blue] Found existing DEEPGRAM_API_KEY from backend config, reusing") + backend_env_path = "backends/advanced/.env" + deepgram_key = read_env_value(backend_env_path, "DEEPGRAM_API_KEY") + if deepgram_key and not is_placeholder( + deepgram_key, "your_deepgram_api_key_here", "your-deepgram-api-key-here" + ): + cmd.extend(["--deepgram-api-key", deepgram_key]) + console.print( + "[blue][INFO][/blue] Found existing DEEPGRAM_API_KEY from backend config, reusing" + ) # Pass compute mode from existing .env if available - compute_mode = read_env_value(speaker_env_path, 'COMPUTE_MODE') - if compute_mode in ['cpu', 'gpu']: - cmd.extend(['--compute-mode', compute_mode]) - console.print(f"[blue][INFO][/blue] Found existing COMPUTE_MODE ({compute_mode}), reusing") - + compute_mode = read_env_value(speaker_env_path, "COMPUTE_MODE") + if compute_mode in ["cpu", "gpu"]: + cmd.extend(["--compute-mode", compute_mode]) + console.print( + f"[blue][INFO][/blue] Found existing COMPUTE_MODE ({compute_mode}), reusing" + ) + # For asr-services, pass provider from wizard's transcription choice and reuse CUDA version - if service_name == 'asr-services': + if service_name == "asr-services": # Map wizard transcription provider to asr-services provider name wizard_to_asr_provider = { - 'vibevoice': 'vibevoice', - 'parakeet': 'nemo', - 'qwen3-asr': 'qwen3-asr', + "vibevoice": "vibevoice", + "parakeet": "nemo", + "qwen3-asr": "qwen3-asr", } asr_provider = wizard_to_asr_provider.get(transcription_provider) if asr_provider: - cmd.extend(['--provider', asr_provider]) - console.print(f"[blue][INFO][/blue] Pre-selecting ASR provider: {asr_provider} (from wizard choice: {transcription_provider})") - - speaker_env_path = 'extras/speaker-recognition/.env' - cuda_version = read_env_value(speaker_env_path, 'PYTORCH_CUDA_VERSION') - if cuda_version and cuda_version in ['cu121', 'cu126', 'cu128']: - cmd.extend(['--pytorch-cuda-version', cuda_version]) - console.print(f"[blue][INFO][/blue] Found existing PYTORCH_CUDA_VERSION ({cuda_version}) from speaker-recognition, reusing") + cmd.extend(["--provider", asr_provider]) + console.print( + f"[blue][INFO][/blue] Pre-selecting ASR provider: {asr_provider} (from wizard choice: {transcription_provider})" + ) + + speaker_env_path = "extras/speaker-recognition/.env" + cuda_version = read_env_value(speaker_env_path, "PYTORCH_CUDA_VERSION") + if cuda_version and cuda_version in ["cu121", "cu126", "cu128"]: + cmd.extend(["--pytorch-cuda-version", cuda_version]) + console.print( + f"[blue][INFO][/blue] Found existing PYTORCH_CUDA_VERSION ({cuda_version}) from speaker-recognition, reusing" + ) # For langfuse, pass admin credentials from backend - if service_name == 'langfuse': + if service_name == "langfuse": if admin_email: - cmd.extend(['--admin-email', admin_email]) + cmd.extend(["--admin-email", admin_email]) if admin_password: - cmd.extend(['--admin-password', admin_password]) + cmd.extend(["--admin-password", admin_password]) # For openmemory-mcp, try to pass OpenAI API key from backend if available - if service_name == 'openmemory-mcp': - backend_env_path = 'backends/advanced/.env' - openai_key = read_env_value(backend_env_path, 'OPENAI_API_KEY') - if openai_key and not is_placeholder(openai_key, 'your_openai_api_key_here', 'your-openai-api-key-here', 'your_openai_key_here', 'your-openai-key-here'): - cmd.extend(['--openai-api-key', openai_key]) - console.print("[blue][INFO][/blue] Found existing OPENAI_API_KEY from backend config, reusing") - + if service_name == "openmemory-mcp": + backend_env_path = "backends/advanced/.env" + openai_key = read_env_value(backend_env_path, "OPENAI_API_KEY") + if openai_key and not is_placeholder( + openai_key, + "your_openai_api_key_here", + "your-openai-api-key-here", + "your_openai_key_here", + "your-openai-key-here", + ): + cmd.extend(["--openai-api-key", openai_key]) + console.print( + "[blue][INFO][/blue] Found existing OPENAI_API_KEY from backend config, reusing" + ) + console.print(f"\nπŸ”§ [bold]Setting up {service_name}...[/bold]") - + # Check if service exists before running exists, msg = check_service_exists(service_name, service) if not exists: console.print(f"❌ {service_name} setup failed: {msg}") return False - + try: result = subprocess.run( - cmd, - cwd=service['path'], + cmd, + cwd=service["path"], check=True, - timeout=300 # 5 minute timeout for service setup + timeout=300, # 5 minute timeout for service setup ) - + console.print(f"βœ… {service_name} setup completed") return True - + except FileNotFoundError as e: console.print(f"❌ {service_name} setup failed: {e}") - console.print(f"[yellow] Check that the service directory exists: {service['path']}[/yellow]") - console.print(f"[yellow] And that 'uv' is installed and on your PATH[/yellow]") + console.print( + f"[yellow] Check that the service directory exists: {service['path']}[/yellow]" + ) + console.print( + f"[yellow] And that 'uv' is installed and on your PATH[/yellow]" + ) return False except subprocess.TimeoutExpired as e: console.print(f"❌ {service_name} setup timed out after {e.timeout}s") console.print(f"[yellow] Configuration may be partially written.[/yellow]") console.print(f"[yellow] To retry just this service:[/yellow]") - console.print(f"[yellow] cd {service['path']} && {' '.join(service['cmd'])}[/yellow]") + console.print( + f"[yellow] cd {service['path']} && {' '.join(service['cmd'])}[/yellow]" + ) return False except subprocess.CalledProcessError as e: console.print(f"❌ {service_name} setup failed with exit code {e.returncode}") console.print(f"[yellow] Check the error output above for details.[/yellow]") console.print(f"[yellow] To retry just this service:[/yellow]") - console.print(f"[yellow] cd {service['path']} && {' '.join(service['cmd'])}[/yellow]") + console.print( + f"[yellow] cd {service['path']} && {' '.join(service['cmd'])}[/yellow]" + ) return False except Exception as e: console.print(f"❌ {service_name} setup failed: {e}") return False + def show_service_status(): """Show which services are available""" console.print("\nπŸ“‹ [bold]Service Status:[/bold]") - + # Check backend - exists, msg = check_service_exists('advanced', SERVICES['backend']['advanced']) + exists, msg = check_service_exists("advanced", SERVICES["backend"]["advanced"]) status = "βœ…" if exists else "❌" console.print(f" {status} Advanced Backend - {msg}") - + # Check extras - for service_name, service_config in SERVICES['extras'].items(): + for service_name, service_config in SERVICES["extras"].items(): exists, msg = check_service_exists(service_name, service_config) status = "βœ…" if exists else "⏸️" console.print(f" {status} {service_config['description']} - {msg}") + def run_plugin_setup(plugin_id, plugin_info): """Run a plugin's setup.py script""" - setup_path = plugin_info['setup_path'] + setup_path = plugin_info["setup_path"] try: # Run plugin setup script interactively (don't capture output) # This allows the plugin to prompt for user input result = subprocess.run( - ['uv', 'run', '--with-requirements', 'setup-requirements.txt', 'python', str(setup_path)], - cwd=str(Path.cwd()) + [ + "uv", + "run", + "--with-requirements", + "setup-requirements.txt", + "python", + str(setup_path), + ], + cwd=str(Path.cwd()), ) if result.returncode == 0: console.print(f"\n[green]βœ… {plugin_id} configured successfully[/green]") return True else: - console.print(f"\n[red]❌ {plugin_id} setup failed with exit code {result.returncode}[/red]") + console.print( + f"\n[red]❌ {plugin_id} setup failed with exit code {result.returncode}[/red]" + ) return False except Exception as e: console.print(f"[red]❌ Error running {plugin_id} setup: {e}[/red]") return False + def setup_plugins(): """Discover and setup plugins via delegation""" console.print("\nπŸ”Œ [bold cyan]Plugin Configuration[/bold cyan]") @@ -386,10 +485,7 @@ def setup_plugins(): # Ask about enabling community plugins try: - enable_plugins = Confirm.ask( - "Enable community plugins?", - default=True - ) + enable_plugins = Confirm.ask("Enable community plugins?", default=True) except EOFError: console.print("Using default: Yes") enable_plugins = True @@ -401,16 +497,15 @@ def setup_plugins(): # For each plugin with setup script configured_count = 0 for plugin_id, plugin_info in available_plugins.items(): - if not plugin_info['has_setup']: - console.print(f"[dim] {plugin_id}: No setup wizard available (configure manually)[/dim]") + if not plugin_info["has_setup"]: + console.print( + f"[dim] {plugin_id}: No setup wizard available (configure manually)[/dim]" + ) continue # Ask if user wants to configure this plugin try: - configure = Confirm.ask( - f" Configure {plugin_id} plugin?", - default=False - ) + configure = Confirm.ask(f" Configure {plugin_id} plugin?", default=False) except EOFError: configure = False @@ -423,36 +518,53 @@ def setup_plugins(): console.print(f"\n[green]βœ… Configured {configured_count} plugin(s)[/green]") + def setup_git_hooks(): """Setup pre-commit hooks for development""" console.print("\nπŸ”§ [bold]Setting up development environment...[/bold]") + # Check if git is available + if not shutil.which("git"): + console.print( + "⚠️ [yellow]git not found, skipping git hooks setup (optional)[/yellow]" + ) + return + try: - # Install pre-commit if not already installed - subprocess.run(['pip', 'install', 'pre-commit'], - stdout=subprocess.DEVNULL, - stderr=subprocess.DEVNULL, - check=False) + # Install pre-commit via uv tool (uv is our package manager) + subprocess.run( + ["uv", "tool", "install", "pre-commit"], + stdout=subprocess.DEVNULL, + stderr=subprocess.DEVNULL, + check=False, + ) # Install git hooks - result = subprocess.run(['pre-commit', 'install', '--hook-type', 'pre-push'], - capture_output=True, - text=True) + result = subprocess.run( + ["pre-commit", "install", "--hook-type", "pre-push"], + capture_output=True, + text=True, + ) if result.returncode == 0: - console.print("βœ… [green]Git hooks installed (tests will run before push)[/green]") + console.print( + "βœ… [green]Git hooks installed (tests will run before push)[/green]" + ) else: console.print("⚠️ [yellow]Could not install git hooks (optional)[/yellow]") # Also install pre-commit hook - subprocess.run(['pre-commit', 'install', '--hook-type', 'pre-commit'], - stdout=subprocess.DEVNULL, - stderr=subprocess.DEVNULL, - check=False) + subprocess.run( + ["pre-commit", "install", "--hook-type", "pre-commit"], + stdout=subprocess.DEVNULL, + stderr=subprocess.DEVNULL, + check=False, + ) except Exception as e: console.print(f"⚠️ [yellow]Could not setup git hooks: {e} (optional)[/yellow]") + def setup_hf_token_if_needed(selected_services): """Prompt for Hugging Face token if needed by selected services. @@ -463,40 +575,54 @@ def setup_hf_token_if_needed(selected_services): HF_TOKEN string if provided, None otherwise """ # Check if any selected services need HF_TOKEN - needs_hf_token = 'speaker-recognition' in selected_services + needs_hf_token = "speaker-recognition" in selected_services if not needs_hf_token: return None console.print("\nπŸ€— [bold cyan]Hugging Face Token Configuration[/bold cyan]") console.print("Required for speaker recognition (PyAnnote models)") - console.print("\n[blue][INFO][/blue] Get your token from: https://huggingface.co/settings/tokens") + console.print( + "\n[blue][INFO][/blue] Get your token from: https://huggingface.co/settings/tokens" + ) console.print() - console.print("[yellow]⚠️ You must also accept the model agreements for these gated models:[/yellow]") + console.print( + "[yellow]⚠️ You must also accept the model agreements for these gated models:[/yellow]" + ) console.print(" 1. [cyan]Speaker Diarization[/cyan]") - console.print(" https://huggingface.co/pyannote/speaker-diarization-community-1") + console.print( + " https://huggingface.co/pyannote/speaker-diarization-community-1" + ) console.print(" 2. [cyan]Segmentation Model[/cyan]") console.print(" https://huggingface.co/pyannote/segmentation-3.0") console.print(" 3. [cyan]Segmentation Model[/cyan]") console.print(" https://huggingface.co/pyannote/segmentation-3.1") console.print(" 4. [cyan]Embedding Model[/cyan]") - console.print(" https://huggingface.co/pyannote/wespeaker-voxceleb-resnet34-LM") + console.print( + " https://huggingface.co/pyannote/wespeaker-voxceleb-resnet34-LM" + ) console.print() - console.print("[yellow]β†’[/yellow] Open each link and click 'Agree and access repository'") + console.print( + "[yellow]β†’[/yellow] Open each link and click 'Agree and access repository'" + ) console.print("[yellow]β†’[/yellow] Use the same Hugging Face account as your token") console.print() # Check for existing token from speaker-recognition service - speaker_env_path = 'extras/speaker-recognition/.env' - existing_token = read_env_value(speaker_env_path, 'HF_TOKEN') + speaker_env_path = "extras/speaker-recognition/.env" + existing_token = read_env_value(speaker_env_path, "HF_TOKEN") # Use the masked prompt function hf_token = prompt_with_existing_masked( prompt_text="Hugging Face Token", existing_value=existing_token, - placeholders=['your_huggingface_token_here', 'your-huggingface-token-here', 'hf_xxxxx'], + placeholders=[ + "your_huggingface_token_here", + "your-huggingface-token-here", + "hf_xxxxx", + ], is_password=True, - default="" + default="", ) if hf_token: @@ -504,9 +630,12 @@ def setup_hf_token_if_needed(selected_services): console.print(f"[green]βœ… HF_TOKEN configured: {masked}[/green]\n") return hf_token else: - console.print("[yellow]⚠️ No HF_TOKEN provided - speaker recognition may fail[/yellow]\n") + console.print( + "[yellow]⚠️ No HF_TOKEN provided - speaker recognition may fail[/yellow]\n" + ) return None + def setup_config_file(): """Setup config/config.yml from template if it doesn't exist""" config_file = Path("config/config.yml") @@ -519,9 +648,14 @@ def setup_config_file(): shutil.copy(config_template, config_file) console.print("βœ… [green]Created config/config.yml from template[/green]") else: - console.print("⚠️ [yellow]config/config.yml.template not found, skipping config setup[/yellow]") + console.print( + "⚠️ [yellow]config/config.yml.template not found, skipping config setup[/yellow]" + ) else: - console.print("ℹ️ [blue]config/config.yml already exists, keeping existing configuration[/blue]") + console.print( + "ℹ️ [blue]config/config.yml already exists, keeping existing configuration[/blue]" + ) + # Providers that support real-time streaming STREAMING_CAPABLE = {"deepgram", "smallest", "qwen3-asr"} @@ -530,8 +664,12 @@ def setup_config_file(): def select_transcription_provider(): """Ask user which transcription provider they want (batch/primary).""" console.print("\n🎀 [bold cyan]Transcription Provider[/bold cyan]") - console.print("Choose your speech-to-text provider (used for [bold]batch[/bold]/high-quality transcription):") - console.print("[dim]If it also supports streaming, it will be used for real-time too by default.[/dim]") + console.print( + "Choose your speech-to-text provider (used for [bold]batch[/bold]/high-quality transcription):" + ) + console.print( + "[dim]If it also supports streaming, it will be used for real-time too by default.[/dim]" + ) console.print() choices = { @@ -540,7 +678,7 @@ def select_transcription_provider(): "3": "VibeVoice ASR (offline, batch only, built-in diarization, GPU)", "4": "Qwen3-ASR (offline, streaming + batch, 52 languages, GPU)", "5": "Smallest.ai Pulse (cloud, streaming + batch)", - "6": "None (skip transcription setup)" + "6": "None (skip transcription setup)", } for key, desc in choices.items(): @@ -563,7 +701,9 @@ def select_transcription_provider(): return "smallest" elif choice == "6": return "none" - console.print(f"[red]Invalid choice. Please select from {list(choices.keys())}[/red]") + console.print( + f"[red]Invalid choice. Please select from {list(choices.keys())}[/red]" + ) except EOFError: console.print("Using default: Deepgram") return "deepgram" @@ -586,7 +726,9 @@ def select_streaming_provider(batch_provider): console.print(f"\nπŸ”Š [bold cyan]Streaming[/bold cyan]") console.print(f"{batch_provider} supports both batch and streaming.") try: - use_different = Confirm.ask("Use a different provider for real-time streaming?", default=False) + use_different = Confirm.ask( + "Use a different provider for real-time streaming?", default=False + ) except EOFError: return None if not use_different: @@ -594,7 +736,9 @@ def select_streaming_provider(batch_provider): else: # Batch-only provider β€” need to pick a streaming provider console.print(f"\nπŸ”Š [bold cyan]Streaming[/bold cyan]") - console.print(f"{batch_provider} is batch-only. Pick a streaming provider for real-time transcription:") + console.print( + f"{batch_provider} is batch-only. Pick a streaming provider for real-time transcription:" + ) # Show streaming-capable providers (excluding the batch provider) streaming_choices = {} @@ -625,9 +769,13 @@ def select_streaming_provider(batch_provider): if choice in streaming_choices: result = provider_map[choice] if result: - console.print(f"[green]βœ…[/green] Streaming: {result}, Batch: {batch_provider}") + console.print( + f"[green]βœ…[/green] Streaming: {result}, Batch: {batch_provider}" + ) return result - console.print(f"[red]Invalid choice. Please select from {list(streaming_choices.keys())}[/red]") + console.print( + f"[red]Invalid choice. Please select from {list(streaming_choices.keys())}[/red]" + ) except EOFError: return None @@ -648,31 +796,36 @@ def setup_langfuse_choice(): console.print() try: - has_existing = Confirm.ask("Use an existing external LangFuse instance instead of local?", default=False) + has_existing = Confirm.ask( + "Use an existing external LangFuse instance instead of local?", + default=False, + ) except EOFError: console.print("Using default: No (will set up locally)") has_existing = False if not has_existing: # Check if the local langfuse directory exists - exists, msg = check_service_exists('langfuse', SERVICES['extras']['langfuse']) + exists, msg = check_service_exists("langfuse", SERVICES["extras"]["langfuse"]) if exists: console.print("[green]βœ…[/green] Will set up local LangFuse instance") - return 'local', {} + return "local", {} else: console.print(f"[yellow]⚠️ Local LangFuse not available: {msg}[/yellow]") - console.print("[yellow] Will proceed without LangFuse β€” add it later when available[/yellow]") - return 'local', {} + console.print( + "[yellow] Will proceed without LangFuse β€” add it later when available[/yellow]" + ) + return "local", {} # External LangFuse β€” collect connection details console.print() console.print("[bold]Enter your external LangFuse connection details:[/bold]") - backend_env_path = 'backends/advanced/.env' + backend_env_path = "backends/advanced/.env" - existing_host = read_env_value(backend_env_path, 'LANGFUSE_HOST') + existing_host = read_env_value(backend_env_path, "LANGFUSE_HOST") # Don't treat the local docker host as an existing external value - if existing_host and 'langfuse-web' in existing_host: + if existing_host and "langfuse-web" in existing_host: existing_host = None host = prompt_with_existing_masked( @@ -680,36 +833,38 @@ def setup_langfuse_choice(): existing_value=existing_host, placeholders=[""], is_password=False, - default="https://cloud.langfuse.com" + default="https://cloud.langfuse.com", ) - existing_pub = read_env_value(backend_env_path, 'LANGFUSE_PUBLIC_KEY') + existing_pub = read_env_value(backend_env_path, "LANGFUSE_PUBLIC_KEY") public_key = prompt_with_existing_masked( prompt_text="LangFuse public key", existing_value=existing_pub, placeholders=[""], is_password=False, - default="" + default="", ) - existing_sec = read_env_value(backend_env_path, 'LANGFUSE_SECRET_KEY') + existing_sec = read_env_value(backend_env_path, "LANGFUSE_SECRET_KEY") secret_key = prompt_with_existing_masked( prompt_text="LangFuse secret key", existing_value=existing_sec, placeholders=[""], is_password=True, - default="" + default="", ) if not (host and public_key and secret_key): - console.print("[yellow]⚠️ Incomplete LangFuse configuration β€” skipping[/yellow]") + console.print( + "[yellow]⚠️ Incomplete LangFuse configuration β€” skipping[/yellow]" + ) return None, {} console.print(f"[green]βœ…[/green] External LangFuse configured: {host}") - return 'external', { - 'host': host, - 'public_key': public_key, - 'secret_key': secret_key, + return "external", { + "host": host, + "public_key": public_key, + "secret_key": secret_key, } @@ -717,8 +872,12 @@ def main(): """Main orchestration logic""" console.print("πŸŽ‰ [bold green]Welcome to Chronicle![/bold green]\n") console.print("[dim]This wizard is safe to run as many times as you like.[/dim]") - console.print("[dim]It backs up your existing config and preserves previously entered values.[/dim]") - console.print("[dim]When unsure, just press Enter β€” the defaults will work.[/dim]\n") + console.print( + "[dim]It backs up your existing config and preserves previously entered values.[/dim]" + ) + console.print( + "[dim]When unsure, just press Enter β€” the defaults will work.[/dim]\n" + ) # Setup config file from template setup_config_file() @@ -740,11 +899,19 @@ def main(): # Auto-add asr-services if any local ASR was chosen (batch or streaming) local_asr_providers = ("parakeet", "vibevoice", "qwen3-asr") - needs_asr = transcription_provider in local_asr_providers or (streaming_provider and streaming_provider in local_asr_providers) - if needs_asr and 'asr-services' not in selected_services: - reason = transcription_provider if transcription_provider in local_asr_providers else streaming_provider - console.print(f"[blue][INFO][/blue] Auto-adding ASR services for {reason} transcription") - selected_services.append('asr-services') + needs_asr = transcription_provider in local_asr_providers or ( + streaming_provider and streaming_provider in local_asr_providers + ) + if needs_asr and "asr-services" not in selected_services: + reason = ( + transcription_provider + if transcription_provider in local_asr_providers + else streaming_provider + ) + console.print( + f"[blue][INFO][/blue] Auto-adding ASR services for {reason} transcription" + ) + selected_services.append("asr-services") if not selected_services: console.print("\n[yellow]No services selected. Exiting.[/yellow]") @@ -752,8 +919,8 @@ def main(): # LangFuse Configuration (before service setup so keys can be passed to backend) langfuse_mode, langfuse_external = setup_langfuse_choice() - if langfuse_mode == 'local' and 'langfuse' not in selected_services: - selected_services.append('langfuse') + if langfuse_mode == "local" and "langfuse" not in selected_services: + selected_services.append("langfuse") # HF Token Configuration (if services require it) hf_token = setup_hf_token_if_needed(selected_services) @@ -761,17 +928,24 @@ def main(): # HTTPS Configuration (for services that need it) https_enabled = False server_ip = None - + # Check if we have services that benefit from HTTPS - https_services = {'advanced', 'speaker-recognition'} # advanced will always need https then + https_services = { + "advanced", + "speaker-recognition", + } # advanced will always need https then needs_https = bool(https_services.intersection(selected_services)) - + if needs_https: console.print("\nπŸ”’ [bold cyan]HTTPS Configuration[/bold cyan]") - console.print("HTTPS enables microphone access in browsers and secure connections") + console.print( + "HTTPS enables microphone access in browsers and secure connections" + ) try: - https_enabled = Confirm.ask("Enable HTTPS for selected services?", default=False) + https_enabled = Confirm.ask( + "Enable HTTPS for selected services?", default=False + ) except EOFError: console.print("Using default: No") https_enabled = False @@ -781,24 +955,30 @@ def main(): ts_dns, ts_ip = detect_tailscale_info() if ts_dns: - console.print(f"\n[green][AUTO-DETECTED][/green] Tailscale DNS: {ts_dns}") + console.print( + f"\n[green][AUTO-DETECTED][/green] Tailscale DNS: {ts_dns}" + ) if ts_ip: - console.print(f"[green][AUTO-DETECTED][/green] Tailscale IP: {ts_ip}") + console.print( + f"[green][AUTO-DETECTED][/green] Tailscale IP: {ts_ip}" + ) default_address = ts_dns elif ts_ip: console.print(f"\n[green][AUTO-DETECTED][/green] Tailscale IP: {ts_ip}") default_address = ts_ip else: console.print("\n[blue][INFO][/blue] Tailscale not detected") - console.print("[blue][INFO][/blue] To find your Tailscale address: tailscale status --json | jq -r '.Self.DNSName'") + console.print( + "[blue][INFO][/blue] To find your Tailscale address: tailscale status --json | jq -r '.Self.DNSName'" + ) default_address = None console.print("[blue][INFO][/blue] For local-only access, use 'localhost'") console.print("Examples: localhost, myhost.tail1234.ts.net, 100.64.1.2") # Check for existing SERVER_IP from backend .env - backend_env_path = 'backends/advanced/.env' - existing_ip = read_env_value(backend_env_path, 'SERVER_IP') + backend_env_path = "backends/advanced/.env" + existing_ip = read_env_value(backend_env_path, "SERVER_IP") # Use existing value, or auto-detected address, or localhost as default effective_default = default_address or "localhost" @@ -806,9 +986,9 @@ def main(): server_ip = prompt_with_existing_masked( prompt_text="Server IP/Domain for SSL certificates", existing_value=existing_ip, - placeholders=['localhost', 'your-server-ip-here'], + placeholders=["localhost", "your-server-ip-here"], is_password=False, - default=effective_default + default=effective_default, ) console.print(f"[green]βœ…[/green] HTTPS configured for: {server_ip}") @@ -817,14 +997,18 @@ def main(): neo4j_password = None obsidian_enabled = False - if 'advanced' in selected_services: + if "advanced" in selected_services: console.print("\nπŸ—„οΈ [bold cyan]Neo4j Configuration[/bold cyan]") - console.print("Neo4j is used for Knowledge Graph (entity/relationship extraction from conversations)") + console.print( + "Neo4j is used for Knowledge Graph (entity/relationship extraction from conversations)" + ) console.print() # Always prompt for Neo4j password (masked input) try: - console.print("Neo4j password (min 8 chars) [leave empty for default: neo4jpassword]") + console.print( + "Neo4j password (min 8 chars) [leave empty for default: neo4jpassword]" + ) neo4j_password = prompt_password("Neo4j password", min_length=8) except (EOFError, KeyboardInterrupt): neo4j_password = "neo4jpassword" @@ -836,11 +1020,15 @@ def main(): # Obsidian is optional (graph-based knowledge management for vault notes) console.print("\nπŸ—‚οΈ [bold cyan]Obsidian Integration (Optional)[/bold cyan]") - console.print("Enable graph-based knowledge management for Obsidian vault notes") + console.print( + "Enable graph-based knowledge management for Obsidian vault notes" + ) console.print() try: - obsidian_enabled = Confirm.ask("Enable Obsidian integration?", default=False) + obsidian_enabled = Confirm.ask( + "Enable Obsidian integration?", default=False + ) except EOFError: console.print("Using default: No") obsidian_enabled = False @@ -858,40 +1046,59 @@ def main(): failed_services = [] # Pre-populate langfuse keys from external config (if user chose external mode) - langfuse_public_key = langfuse_external.get('public_key') - langfuse_secret_key = langfuse_external.get('secret_key') - langfuse_host = langfuse_external.get('host') # None for local (backend defaults to langfuse-web) + langfuse_public_key = langfuse_external.get("public_key") + langfuse_secret_key = langfuse_external.get("secret_key") + langfuse_host = langfuse_external.get( + "host" + ) # None for local (backend defaults to langfuse-web) # Determine setup order: langfuse first (to get API keys), then backend (with langfuse keys), then others setup_order = [] - if 'langfuse' in selected_services: - setup_order.append('langfuse') - if 'advanced' in selected_services: - setup_order.append('advanced') + if "langfuse" in selected_services: + setup_order.append("langfuse") + if "advanced" in selected_services: + setup_order.append("advanced") for service in selected_services: if service not in setup_order: setup_order.append(service) # Read admin credentials from existing backend .env (for langfuse init reuse) - backend_env_path = 'backends/advanced/.env' - wizard_admin_email = read_env_value(backend_env_path, 'ADMIN_EMAIL') - wizard_admin_password = read_env_value(backend_env_path, 'ADMIN_PASSWORD') + backend_env_path = "backends/advanced/.env" + wizard_admin_email = read_env_value(backend_env_path, "ADMIN_EMAIL") + wizard_admin_password = read_env_value(backend_env_path, "ADMIN_PASSWORD") for service in setup_order: - if run_service_setup(service, selected_services, https_enabled, server_ip, - obsidian_enabled, neo4j_password, hf_token, transcription_provider, - admin_email=wizard_admin_email, admin_password=wizard_admin_password, - langfuse_public_key=langfuse_public_key, langfuse_secret_key=langfuse_secret_key, - langfuse_host=langfuse_host, streaming_provider=streaming_provider): + if run_service_setup( + service, + selected_services, + https_enabled, + server_ip, + obsidian_enabled, + neo4j_password, + hf_token, + transcription_provider, + admin_email=wizard_admin_email, + admin_password=wizard_admin_password, + langfuse_public_key=langfuse_public_key, + langfuse_secret_key=langfuse_secret_key, + langfuse_host=langfuse_host, + streaming_provider=streaming_provider, + ): success_count += 1 # After local langfuse setup, read generated API keys for backend - if service == 'langfuse': - langfuse_env_path = 'extras/langfuse/.env' - langfuse_public_key = read_env_value(langfuse_env_path, 'LANGFUSE_INIT_PROJECT_PUBLIC_KEY') - langfuse_secret_key = read_env_value(langfuse_env_path, 'LANGFUSE_INIT_PROJECT_SECRET_KEY') + if service == "langfuse": + langfuse_env_path = "extras/langfuse/.env" + langfuse_public_key = read_env_value( + langfuse_env_path, "LANGFUSE_INIT_PROJECT_PUBLIC_KEY" + ) + langfuse_secret_key = read_env_value( + langfuse_env_path, "LANGFUSE_INIT_PROJECT_SECRET_KEY" + ) if langfuse_public_key and langfuse_secret_key: - console.print("[blue][INFO][/blue] LangFuse API keys will be passed to backend configuration") + console.print( + "[blue][INFO][/blue] LangFuse API keys will be passed to backend configuration" + ) else: failed_services.append(service) @@ -902,11 +1109,13 @@ def main(): # Final Summary console.print(f"\n🎊 [bold green]Setup Complete![/bold green]") - console.print(f"βœ… {success_count}/{len(selected_services)} services configured successfully") + console.print( + f"βœ… {success_count}/{len(selected_services)} services configured successfully" + ) if failed_services: console.print(f"❌ Failed services: {', '.join(failed_services)}") - + # Next Steps console.print("\nπŸ“– [bold]Next Steps:[/bold]") @@ -914,68 +1123,101 @@ def main(): console.print("") console.print("πŸ“ [bold cyan]Configuration Files Updated:[/bold cyan]") console.print(" β€’ [green].env files[/green] - API keys and service URLs") - console.print(" β€’ [green]config.yml[/green] - Model definitions and memory provider settings") + console.print( + " β€’ [green]config.yml[/green] - Model definitions and memory provider settings" + ) console.print("") # Development Environment Setup console.print("1. Setup development environment (git hooks, testing):") console.print(" [cyan]make setup-dev[/cyan]") - console.print(" [dim]This installs pre-commit hooks to run tests before pushing[/dim]") + console.print( + " [dim]This installs pre-commit hooks to run tests before pushing[/dim]" + ) console.print("") # Service Management Commands console.print("2. Start all configured services:") console.print(" [cyan]./start.sh[/cyan]") - console.print(" [dim]Or: uv run --with-requirements setup-requirements.txt python services.py start --all --build[/dim]") + console.print( + " [dim]Or: uv run --with-requirements setup-requirements.txt python services.py start --all --build[/dim]" + ) console.print("") console.print("3. Or start individual services:") - + configured_services = [] - if 'advanced' in selected_services and 'advanced' not in failed_services: + if "advanced" in selected_services and "advanced" not in failed_services: configured_services.append("backend") - if 'speaker-recognition' in selected_services and 'speaker-recognition' not in failed_services: - configured_services.append("speaker-recognition") - if 'asr-services' in selected_services and 'asr-services' not in failed_services: + if ( + "speaker-recognition" in selected_services + and "speaker-recognition" not in failed_services + ): + configured_services.append("speaker-recognition") + if "asr-services" in selected_services and "asr-services" not in failed_services: configured_services.append("asr-services") - if 'openmemory-mcp' in selected_services and 'openmemory-mcp' not in failed_services: + if ( + "openmemory-mcp" in selected_services + and "openmemory-mcp" not in failed_services + ): configured_services.append("openmemory-mcp") - if 'langfuse' in selected_services and 'langfuse' not in failed_services: + if "langfuse" in selected_services and "langfuse" not in failed_services: configured_services.append("langfuse") # LangFuse prompt management info - if langfuse_mode == 'local' and 'langfuse' not in failed_services: + if langfuse_mode == "local" and "langfuse" not in failed_services: console.print("") - console.print("[bold cyan]Prompt Management:[/bold cyan] Once services are running, edit AI prompts at:") + console.print( + "[bold cyan]Prompt Management:[/bold cyan] Once services are running, edit AI prompts at:" + ) if https_enabled and server_ip: - console.print(f" [link=https://{server_ip}:3443/project/chronicle/prompts]https://{server_ip}:3443/project/chronicle/prompts[/link]") + console.print( + f" [link=https://{server_ip}:3443/project/chronicle/prompts]https://{server_ip}:3443/project/chronicle/prompts[/link]" + ) else: - console.print(" [link=http://localhost:3002/project/chronicle/prompts]http://localhost:3002/project/chronicle/prompts[/link]") - elif langfuse_mode == 'external' and langfuse_host: + console.print( + " [link=http://localhost:3002/project/chronicle/prompts]http://localhost:3002/project/chronicle/prompts[/link]" + ) + elif langfuse_mode == "external" and langfuse_host: console.print("") - console.print(f"[bold cyan]Prompt Management:[/bold cyan] Edit AI prompts at your LangFuse instance:") + console.print( + f"[bold cyan]Prompt Management:[/bold cyan] Edit AI prompts at your LangFuse instance:" + ) console.print(f" {langfuse_host}") if configured_services: service_list = " ".join(configured_services) - console.print(f" [cyan]uv run --with-requirements setup-requirements.txt python services.py start {service_list}[/cyan]") - + console.print( + f" [cyan]uv run --with-requirements setup-requirements.txt python services.py start {service_list}[/cyan]" + ) + console.print("") console.print("3. Check service status:") console.print(" [cyan]./status.sh[/cyan]") - console.print(" [dim]Or: uv run --with-requirements setup-requirements.txt python services.py status[/dim]") + console.print( + " [dim]Or: uv run --with-requirements setup-requirements.txt python services.py status[/dim]" + ) console.print("") console.print("4. Stop services when done:") console.print(" [cyan]./stop.sh[/cyan]") - console.print(" [dim]Or: uv run --with-requirements setup-requirements.txt python services.py stop --all[/dim]") - + console.print( + " [dim]Or: uv run --with-requirements setup-requirements.txt python services.py stop --all[/dim]" + ) + console.print(f"\nπŸš€ [bold]Enjoy Chronicle![/bold]") - + # Show individual service usage console.print(f"\nπŸ’‘ [dim]Tip: You can also setup services individually:[/dim]") - console.print(f"[dim] cd backends/advanced && uv run --with-requirements ../../setup-requirements.txt python init.py[/dim]") - console.print(f"[dim] cd extras/speaker-recognition && uv run --with-requirements ../../setup-requirements.txt python init.py[/dim]") - console.print(f"[dim] cd extras/asr-services && uv run --with-requirements ../../setup-requirements.txt python init.py[/dim]") + console.print( + f"[dim] cd backends/advanced && uv run --with-requirements ../../setup-requirements.txt python init.py[/dim]" + ) + console.print( + f"[dim] cd extras/speaker-recognition && uv run --with-requirements ../../setup-requirements.txt python init.py[/dim]" + ) + console.print( + f"[dim] cd extras/asr-services && uv run --with-requirements ../../setup-requirements.txt python init.py[/dim]" + ) + if __name__ == "__main__": - main() \ No newline at end of file + main() diff --git a/wizard.sh b/wizard.sh index 02942349..fb749554 100755 --- a/wizard.sh +++ b/wizard.sh @@ -1 +1,3 @@ +#!/bin/bash +source "$(dirname "$0")/scripts/check_uv.sh" uv run --with-requirements setup-requirements.txt wizard.py