diff --git a/src/assistant/.env.example b/src/assistant/.env.example index 3a3defc..224cc85 100644 --- a/src/assistant/.env.example +++ b/src/assistant/.env.example @@ -5,6 +5,12 @@ POSTGRES_USER=user POSTGRES_PASSWORD=Qwe123 POSTGRES_DB_NAME=api_db +PROXY_HOST=255.255.255.255 +PROXY_PORT=8888 +PROXY_USER=YOUR_USER +PROXY_PASSWORD=YOUR_PASSWORD +PROXY_ENABLE=False + NGINX_PORT=80 API_HOST=0.0.0.0 API_PORT=8000 @@ -17,3 +23,10 @@ JWT_SECRET_KEY=v9LctjUWwol4XbvczPiLFMDtZ8aal7mm JWT_ALGORITHM=HS256 APP_RELOAD=True + +VOICE_AVAILABLE_FORMATS=mp3,ogg,wav +VOICE_MAX_INPUT_SIZE=5120 # 5MB +VOICE_MAX_INPUT_SECONDS=30 + +OPENAI_API_KEY=sk-1234567890 +OPENAI_STT_MODEL=whisper-1 diff --git a/src/assistant/lib/app/app.py b/src/assistant/lib/app/app.py index 6c18806..c6183d7 100644 --- a/src/assistant/lib/app/app.py +++ b/src/assistant/lib/app/app.py @@ -11,6 +11,7 @@ import lib.app.errors as app_errors import lib.app.settings as app_settings import lib.app.split_settings as app_split_settings import lib.clients as clients +import lib.stt as stt logger = logging.getLogger(__name__) @@ -57,9 +58,21 @@ class Application: logger.info("Initializing clients") + http_yandex_tts_client = clients.AsyncHttpClient( + base_url="yandex", # todo add yandex api url from settings + proxy_settings=settings.proxy, + ) + disposable_resources.append( + DisposableResource( + name="http_client yandex", + dispose_callback=http_yandex_tts_client.close(), + ) + ) + # Repositories logger.info("Initializing repositories") + stt_repository: stt.STTProtocol = stt.OpenaiSpeechRepository(settings=settings) # Caches @@ -68,6 +81,7 @@ class Application: # Services logger.info("Initializing services") + stt_service: stt.SpeechService = stt.SpeechService(repository=stt_repository) # type: ignore # Handlers diff --git a/src/assistant/lib/app/settings.py b/src/assistant/lib/app/settings.py index 95e727e..72198a6 100644 --- a/src/assistant/lib/app/settings.py +++ b/src/assistant/lib/app/settings.py @@ -13,6 +13,12 @@ class Settings(pydantic_settings.BaseSettings): logger: app_split_settings.LoggingSettings = pydantic.Field( default_factory=lambda: app_split_settings.LoggingSettings() ) + openai: app_split_settings.OpenaiSettings = pydantic.Field( + default_factory=lambda: app_split_settings.OpenaiSettings() + ) project: app_split_settings.ProjectSettings = pydantic.Field( default_factory=lambda: app_split_settings.ProjectSettings() ) + + proxy: app_split_settings.ProxySettings = pydantic.Field(default_factory=lambda: app_split_settings.ProxySettings()) + voice: app_split_settings.VoiceSettings = pydantic.Field(default_factory=lambda: app_split_settings.VoiceSettings()) diff --git a/src/assistant/lib/app/split_settings/__init__.py b/src/assistant/lib/app/split_settings/__init__.py index 793ebe0..3aa53b4 100644 --- a/src/assistant/lib/app/split_settings/__init__.py +++ b/src/assistant/lib/app/split_settings/__init__.py @@ -1,14 +1,20 @@ from .api import * from .app import * from .logger import * +from .openai import * from .postgres import * from .project import * +from .proxy import * +from .voice import * __all__ = [ "ApiSettings", "AppSettings", "LoggingSettings", + "OpenaiSettings", "PostgresSettings", "ProjectSettings", + "ProxySettings", + "VoiceSettings", "get_logging_config", ] diff --git a/src/assistant/lib/app/split_settings/logger.py b/src/assistant/lib/app/split_settings/logger.py index 360487a..f5cd1c4 100644 --- a/src/assistant/lib/app/split_settings/logger.py +++ b/src/assistant/lib/app/split_settings/logger.py @@ -5,7 +5,9 @@ import lib.app.split_settings.utils as app_split_settings_utils class LoggingSettings(pydantic_settings.BaseSettings): model_config = pydantic_settings.SettingsConfigDict( - env_file=app_split_settings_utils.ENV_PATH, env_file_encoding="utf-8", extra="ignore" + env_file=app_split_settings_utils.ENV_PATH, + env_file_encoding="utf-8", + extra="ignore", ) log_format: str = "%(asctime)s - %(name)s - %(levelname)s - %(message)s" diff --git a/src/assistant/lib/app/split_settings/openai.py b/src/assistant/lib/app/split_settings/openai.py new file mode 100644 index 0000000..235b940 --- /dev/null +++ b/src/assistant/lib/app/split_settings/openai.py @@ -0,0 +1,18 @@ +import pydantic +import pydantic_settings + +import lib.app.split_settings.utils as app_split_settings_utils + + +class OpenaiSettings(pydantic_settings.BaseSettings): + model_config = pydantic_settings.SettingsConfigDict( + env_file=app_split_settings_utils.ENV_PATH, + env_prefix="OPENAI_", + env_file_encoding="utf-8", + extra="ignore", + ) + + api_key: pydantic.SecretStr = pydantic.Field( + default=..., validation_alias=pydantic.AliasChoices("api_key", "openai_api_key") + ) + stt_model: str = "whisper-1" diff --git a/src/assistant/lib/app/split_settings/proxy.py b/src/assistant/lib/app/split_settings/proxy.py new file mode 100644 index 0000000..336c748 --- /dev/null +++ b/src/assistant/lib/app/split_settings/proxy.py @@ -0,0 +1,43 @@ +import typing + +import pydantic +import pydantic_settings + +import lib.app.split_settings.utils as app_split_settings_utils + + +class ProxySettings(pydantic_settings.BaseSettings): + model_config = pydantic_settings.SettingsConfigDict( + env_file=app_split_settings_utils.ENV_PATH, + env_prefix="PROXY_", + env_file_encoding="utf-8", + extra="ignore", + ) + protocol: typing.Literal["http", "socks5"] = "http" + user: str | None = None + password: pydantic.SecretStr | None = None + host: str | None = None + port: int | None = None + enable: bool = False + + @property + def dsn(self) -> str: + if self.user and self.password: + password = self.password.get_secret_value() + return f"{self.protocol}://{self.user}:{password}@{self.host}:{self.port}" + return f"{self.protocol}://{self.host}:{self.port}" + + @pydantic.computed_field + @property + def dsn_as_safe_url(self) -> str: + if self.user and self.password: + return f"{self.protocol}://{self.user}:{self.password}@{self.host}:{self.port}" + return f"{self.protocol}://{self.host}:{self.port}" + + @pydantic.model_validator(mode="after") + def check_proxy(self): + if not self.enable: + return self + if self.host and self.port: + return self + raise ValueError("Proxy settings must be set if use_proxy is True") diff --git a/src/assistant/lib/app/split_settings/voice.py b/src/assistant/lib/app/split_settings/voice.py new file mode 100644 index 0000000..3b7ebd4 --- /dev/null +++ b/src/assistant/lib/app/split_settings/voice.py @@ -0,0 +1,21 @@ +import pydantic +import pydantic_settings + +import lib.app.split_settings.utils as app_split_settings_utils + + +class VoiceSettings(pydantic_settings.BaseSettings): + model_config = pydantic_settings.SettingsConfigDict( + env_file=app_split_settings_utils.ENV_PATH, + env_prefix="VOICE_", + env_file_encoding="utf-8", + extra="ignore", + ) + + max_input_seconds: int = 30 + max_input_size: int = 5120 # 5MB + available_formats: str = "wav,mp3,ogg" + + @pydantic.field_validator("available_formats") + def validate_available_formats(cls, v: str) -> list[str]: + return v.split(",") diff --git a/src/assistant/lib/clients/__init__.py b/src/assistant/lib/clients/__init__.py index 1fbe64c..0050424 100644 --- a/src/assistant/lib/clients/__init__.py +++ b/src/assistant/lib/clients/__init__.py @@ -1,3 +1,7 @@ +from .http_client import AsyncHttpClient from .postgres import AsyncPostgresClient -__all__ = ["AsyncPostgresClient"] +__all__ = [ + "AsyncHttpClient", + "AsyncPostgresClient", +] diff --git a/src/assistant/lib/clients/http_client.py b/src/assistant/lib/clients/http_client.py new file mode 100644 index 0000000..532759d --- /dev/null +++ b/src/assistant/lib/clients/http_client.py @@ -0,0 +1,29 @@ +import typing + +import httpx + +import lib.app.split_settings as app_split_settings + + +class AsyncHttpClient(httpx.AsyncClient): + def __init__( + self, + proxy_settings: app_split_settings.ProxySettings, + base_url: str | None = None, + **client_params: typing.Any, + ) -> None: + self.base_url = base_url if base_url else "" + self.proxy_settings = proxy_settings + self.proxies = self.__get_proxies_from_settings() + self.client_params = client_params + + super().__init__(base_url=self.base_url, proxies=self.proxies, **client_params) # type: ignore[reportGeneralTypeIssues] + + def __get_proxies_from_settings(self) -> dict[str, str] | None: + if not self.proxy_settings.enable: + return None + proxies = {"all://": self.proxy_settings.dsn} + return proxies + + async def close(self) -> None: + await self.aclose() diff --git a/src/assistant/lib/models/__init__.py b/src/assistant/lib/models/__init__.py index 8641d86..70993c4 100644 --- a/src/assistant/lib/models/__init__.py +++ b/src/assistant/lib/models/__init__.py @@ -1,4 +1,20 @@ from .orm import Base, IdCreatedUpdatedBaseMixin from .token import Token +from .tts import * -__all__ = ["Base", "IdCreatedUpdatedBaseMixin", "Token"] +__all__ = [ + "AVAILABLE_MODELS_TYPE", + "Base", + "BaseLanguageCodesEnum", + "BaseVoiceModel", + "ElevenLabsLanguageCodesEnum", + "IdCreatedUpdatedBaseMixin", + "LANGUAGE_CODES_ENUM_TYPE", + "LIST_VOICE_MODELS_TYPE", + "TTSCreateRequestModel", + "TTSCreateResponseModel", + "TTSSearchVoiceRequestModel", + "Token", + "VoiceModelProvidersEnum", + "YandexLanguageCodesEnum", +] diff --git a/src/assistant/lib/models/tts/__init__.py b/src/assistant/lib/models/tts/__init__.py new file mode 100644 index 0000000..2eabaf4 --- /dev/null +++ b/src/assistant/lib/models/tts/__init__.py @@ -0,0 +1,16 @@ +from .models import * +from .voice import * + +__all__ = [ + "AVAILABLE_MODELS_TYPE", + "BaseLanguageCodesEnum", + "BaseVoiceModel", + "ElevenLabsLanguageCodesEnum", + "LANGUAGE_CODES_ENUM_TYPE", + "LIST_VOICE_MODELS_TYPE", + "TTSCreateRequestModel", + "TTSCreateResponseModel", + "TTSSearchVoiceRequestModel", + "VoiceModelProvidersEnum", + "YandexLanguageCodesEnum", +] diff --git a/src/assistant/lib/models/tts/models.py b/src/assistant/lib/models/tts/models.py new file mode 100644 index 0000000..712dee3 --- /dev/null +++ b/src/assistant/lib/models/tts/models.py @@ -0,0 +1,31 @@ +import pydantic + +import lib.models.tts.voice as models_tts_voice +import lib.models.tts.voice.languages as models_tts_languages + +AVAILABLE_MODELS_TYPE = models_tts_voice.YandexVoiceModel | models_tts_voice.ElevenLabsVoiceModel +LIST_VOICE_MODELS_TYPE = models_tts_voice.YandexListVoiceModelsModel | models_tts_voice.ElevenLabsListVoiceModelsModel + + +class TTSCreateRequestModel(pydantic.BaseModel): + model_config = pydantic.ConfigDict(use_enum_values=True) + + voice_model: AVAILABLE_MODELS_TYPE + text: str + + +class TTSCreateResponseModel(pydantic.BaseModel): + audio_content: bytes + + +class TTSSearchVoiceRequestModel(pydantic.BaseModel): + voice_id: str | None = None + voice_name: str | None = None + languages: list[models_tts_languages.LANGUAGE_CODES_ENUM_TYPE] | None = None + company_name: str | None = None + + @pydantic.model_validator(mode="after") + def check_at_least_one_field(self): + if not any((self.voice_name, self.languages, self.company_name)): + raise ValueError("At least one field required") + return self diff --git a/src/assistant/lib/models/tts/voice/__init__.py b/src/assistant/lib/models/tts/voice/__init__.py new file mode 100644 index 0000000..f82a8ce --- /dev/null +++ b/src/assistant/lib/models/tts/voice/__init__.py @@ -0,0 +1,17 @@ +from .base import * +from .eleven_labs import * +from .languages import * +from .yandex import * + +__all__ = [ + "BaseLanguageCodesEnum", + "BaseVoiceModel", + "ElevenLabsLanguageCodesEnum", + "ElevenLabsListVoiceModelsModel", + "ElevenLabsVoiceModel", + "LANGUAGE_CODES_ENUM_TYPE", + "VoiceModelProvidersEnum", + "YandexLanguageCodesEnum", + "YandexListVoiceModelsModel", + "YandexVoiceModel", +] diff --git a/src/assistant/lib/models/tts/voice/base.py b/src/assistant/lib/models/tts/voice/base.py new file mode 100644 index 0000000..45c3960 --- /dev/null +++ b/src/assistant/lib/models/tts/voice/base.py @@ -0,0 +1,27 @@ +import enum +import typing + +import pydantic + +import lib.models.tts.voice.languages as models_tts_languages + + +class VoiceModelProvidersEnum(enum.Enum): + YANDEX = "yandex" + ELEVEN_LABS = "eleven_labs" + + +class BaseVoiceModel(pydantic.BaseModel): + voice_id: str + voice_name: str | None = None + languages: list[models_tts_languages.LANGUAGE_CODES_ENUM_TYPE] + provider: VoiceModelProvidersEnum + + @pydantic.model_validator(mode="before") + @classmethod + def check_voice_name_exists(cls, data: typing.Any) -> typing.Any: + voice_id = data.get("voice_id") + voice_name = data.get("voice_name") + if not voice_name and voice_id: + data["voice_name"] = voice_id + return data diff --git a/src/assistant/lib/models/tts/voice/eleven_labs.py b/src/assistant/lib/models/tts/voice/eleven_labs.py new file mode 100644 index 0000000..80804b4 --- /dev/null +++ b/src/assistant/lib/models/tts/voice/eleven_labs.py @@ -0,0 +1,75 @@ +import typing + +import pydantic + +import lib.models.tts.voice.base as models_tts_base +import lib.models.tts.voice.languages as models_tts_languages + + +class ElevenLabsVoiceModel(models_tts_base.BaseVoiceModel): + model_config = pydantic.ConfigDict(use_enum_values=True) + voice_id: str + voice_name: str | None = None + languages: list[models_tts_languages.LANGUAGE_CODES_ENUM_TYPE] + provider: models_tts_base.VoiceModelProvidersEnum = models_tts_base.VoiceModelProvidersEnum.ELEVEN_LABS + + +class ElevenLabsListVoiceModelsModel(pydantic.BaseModel): + models: list[ElevenLabsVoiceModel] = [ + ElevenLabsVoiceModel( + voice_id="eleven_multilingual_v1", + languages=[ + models_tts_languages.ElevenLabsLanguageCodesEnum.ENGLISH, + models_tts_languages.ElevenLabsLanguageCodesEnum.GERMAN, + models_tts_languages.ElevenLabsLanguageCodesEnum.POLISH, + models_tts_languages.ElevenLabsLanguageCodesEnum.SPANISH, + models_tts_languages.ElevenLabsLanguageCodesEnum.ITALIAN, + models_tts_languages.ElevenLabsLanguageCodesEnum.FRENCH, + models_tts_languages.ElevenLabsLanguageCodesEnum.PORTUGUESE, + models_tts_languages.ElevenLabsLanguageCodesEnum.HINDI, + models_tts_languages.ElevenLabsLanguageCodesEnum.ARABIC, + ], + ), + ElevenLabsVoiceModel( + voice_id="eleven_multilingual_v2", + languages=[ + models_tts_languages.ElevenLabsLanguageCodesEnum.ENGLISH, + models_tts_languages.ElevenLabsLanguageCodesEnum.JAPANESE, + models_tts_languages.ElevenLabsLanguageCodesEnum.CHINESE, + models_tts_languages.ElevenLabsLanguageCodesEnum.GERMAN, + models_tts_languages.ElevenLabsLanguageCodesEnum.HINDI, + models_tts_languages.ElevenLabsLanguageCodesEnum.FRENCH, + models_tts_languages.ElevenLabsLanguageCodesEnum.KOREAN, + models_tts_languages.ElevenLabsLanguageCodesEnum.PORTUGUESE, + models_tts_languages.ElevenLabsLanguageCodesEnum.ITALIAN, + models_tts_languages.ElevenLabsLanguageCodesEnum.SPANISH, + models_tts_languages.ElevenLabsLanguageCodesEnum.INDONESIAN, + models_tts_languages.ElevenLabsLanguageCodesEnum.DUTCH, + models_tts_languages.ElevenLabsLanguageCodesEnum.TURKISH, + models_tts_languages.ElevenLabsLanguageCodesEnum.FILIPINO, + models_tts_languages.ElevenLabsLanguageCodesEnum.POLISH, + models_tts_languages.ElevenLabsLanguageCodesEnum.SWEDISH, + models_tts_languages.ElevenLabsLanguageCodesEnum.BULGARIAN, + models_tts_languages.ElevenLabsLanguageCodesEnum.ROMANIAN, + models_tts_languages.ElevenLabsLanguageCodesEnum.ARABIC, + models_tts_languages.ElevenLabsLanguageCodesEnum.CZECH, + models_tts_languages.ElevenLabsLanguageCodesEnum.GREEK, + models_tts_languages.ElevenLabsLanguageCodesEnum.FINNISH, + models_tts_languages.ElevenLabsLanguageCodesEnum.CROATIAN, + models_tts_languages.ElevenLabsLanguageCodesEnum.MALAY, + models_tts_languages.ElevenLabsLanguageCodesEnum.SLOVAK, + models_tts_languages.ElevenLabsLanguageCodesEnum.DANISH, + models_tts_languages.ElevenLabsLanguageCodesEnum.TAMIL, + models_tts_languages.ElevenLabsLanguageCodesEnum.UKRAINIAN, + ], + ), + ElevenLabsVoiceModel( + voice_id="eleven_multilingual_v2", + languages=[models_tts_languages.ElevenLabsLanguageCodesEnum.ENGLISH], + ), + ] + + @classmethod + def from_api(cls, voice_models_from_api: list[dict[str, typing.Any]]) -> typing.Self: + voice_models = [ElevenLabsVoiceModel.model_validate(voice_model) for voice_model in voice_models_from_api] + return ElevenLabsListVoiceModelsModel(models=voice_models) diff --git a/src/assistant/lib/models/tts/voice/languages.py b/src/assistant/lib/models/tts/voice/languages.py new file mode 100644 index 0000000..08f5db8 --- /dev/null +++ b/src/assistant/lib/models/tts/voice/languages.py @@ -0,0 +1,83 @@ +import enum + + +class BaseLanguageCodesEnum(enum.Enum): + RUSSIAN = "ru" + ENGLISH = "en" + KAZAKH = "kk" + GERMAN = "de" + HEBREW = "he" + UZBEK = "uz" + JAPANESE = "ja" + CHINESE = "zh" + HINDI = "hi" + FRENCH = "fr" + KOREAN = "ko" + PORTUGUESE = "pt" + ITALIAN = "it" + SPANISH = "es" + INDONESIAN = "id" + DUTCH = "nl" + TURKISH = "tr" + FILIPINO = "fil" + POLISH = "pl" + SWEDISH = "sv" + BULGARIAN = "bg" + ROMANIAN = "ro" + ARABIC = "ar" + CZECH = "cs" + GREEK = "el" + FINNISH = "fi" + CROATIAN = "hr" + MALAY = "ms" + SLOVAK = "sk" + DANISH = "da" + TAMIL = "ta" + UKRAINIAN = "uk" + + +class ElevenLabsLanguageCodesEnum(enum.Enum): + RUSSIAN = "ru" + ENGLISH = "en" + KAZAKH = "kk" + GERMAN = "de" + HEBREW = "he" + UZBEK = "uz" + JAPANESE = "ja" + CHINESE = "zh" + HINDI = "hi" + FRENCH = "fr" + KOREAN = "ko" + PORTUGUESE = "pt" + ITALIAN = "it" + SPANISH = "es" + INDONESIAN = "id" + DUTCH = "nl" + TURKISH = "tr" + FILIPINO = "fil" + POLISH = "pl" + SWEDISH = "sv" + BULGARIAN = "bg" + ROMANIAN = "ro" + ARABIC = "ar" + CZECH = "cs" + GREEK = "el" + FINNISH = "fi" + CROATIAN = "hr" + MALAY = "ms" + SLOVAK = "sk" + DANISH = "da" + TAMIL = "ta" + UKRAINIAN = "uk" + + +class YandexLanguageCodesEnum(enum.Enum): + RUSSIAN = "ru-RU" + ENGLISH = "en-US" + KAZAKH = "kk-KK" + GERMAN = "de-DE" + HEBREW = "he-IL" + UZBEK = "uz-UZ" + + +LANGUAGE_CODES_ENUM_TYPE = BaseLanguageCodesEnum | ElevenLabsLanguageCodesEnum | YandexLanguageCodesEnum diff --git a/src/assistant/lib/models/tts/voice/yandex.py b/src/assistant/lib/models/tts/voice/yandex.py new file mode 100644 index 0000000..476a1f0 --- /dev/null +++ b/src/assistant/lib/models/tts/voice/yandex.py @@ -0,0 +1,97 @@ +import typing + +import pydantic + +import lib.models.tts.voice.base as models_tts_base +import lib.models.tts.voice.languages as models_tts_languages + + +class YandexVoiceModel(models_tts_base.BaseVoiceModel): + voice_id: str + voice_name: str | None = None + languages: list[models_tts_languages.LANGUAGE_CODES_ENUM_TYPE] + provider: models_tts_base.VoiceModelProvidersEnum = models_tts_base.VoiceModelProvidersEnum.YANDEX + role: str | None = None + + @pydantic.model_validator(mode="before") + @classmethod + def check_voice_name_exists(cls, data: typing.Any) -> typing.Any: + voice_id = data.get("voice_id") + voice_name = data.get("voice_name") + role = data.get("role") + if not voice_name and voice_id: + data["voice_name"] = f"{voice_id} {role}" if role else voice_id + return data + + +class YandexListVoiceModelsModel(pydantic.BaseModel): + models: list[YandexVoiceModel] = [ + YandexVoiceModel( + voice_id="ermil", role="neutral", languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN] + ), + YandexVoiceModel( + voice_id="ermil", role="good", languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN] + ), + YandexVoiceModel( + voice_id="alena", role="neutral", languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN] + ), + YandexVoiceModel( + voice_id="alena", role="good", languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN] + ), + YandexVoiceModel( + voice_id="jane", role="neutral", languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN] + ), + YandexVoiceModel( + voice_id="jane", role="good", languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN] + ), + YandexVoiceModel( + voice_id="jane", role="evil", languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN] + ), + YandexVoiceModel( + voice_id="omazh", role="neutral", languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN] + ), + YandexVoiceModel( + voice_id="omazh", role="evil", languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN] + ), + YandexVoiceModel( + voice_id="zahar", role="neutral", languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN] + ), + YandexVoiceModel( + voice_id="zahar", role="good", languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN] + ), + YandexVoiceModel( + voice_id="filipp", role=None, languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN] + ), + YandexVoiceModel( + voice_id="madirus", role=None, languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN] + ), + YandexVoiceModel(voice_id="dasha", role=None, languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN]), + YandexVoiceModel(voice_id="julia", role=None, languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN]), + YandexVoiceModel(voice_id="lera", role=None, languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN]), + YandexVoiceModel( + voice_id="marina", role=None, languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN] + ), + YandexVoiceModel( + voice_id="alexander", role=None, languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN] + ), + YandexVoiceModel( + voice_id="kirill", role=None, languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN] + ), + YandexVoiceModel(voice_id="anton", role=None, languages=[models_tts_languages.YandexLanguageCodesEnum.RUSSIAN]), + YandexVoiceModel(voice_id="john", role=None, languages=[models_tts_languages.YandexLanguageCodesEnum.ENGLISH]), + YandexVoiceModel(voice_id="amira", role=None, languages=[models_tts_languages.YandexLanguageCodesEnum.KAZAKH]), + YandexVoiceModel(voice_id="madi", role=None, languages=[models_tts_languages.YandexLanguageCodesEnum.KAZAKH]), + YandexVoiceModel(voice_id="lea", role=None, languages=[models_tts_languages.YandexLanguageCodesEnum.GERMAN]), + YandexVoiceModel( + voice_id="naomi", role="modern", languages=[models_tts_languages.YandexLanguageCodesEnum.HEBREW] + ), + YandexVoiceModel( + voice_id="naomi", role="classic", languages=[models_tts_languages.YandexLanguageCodesEnum.HEBREW] + ), + YandexVoiceModel(voice_id="nigora", role=None, languages=[models_tts_languages.YandexLanguageCodesEnum.UZBEK]), + ] + + @classmethod + def from_api(cls, voice_models_from_api: list[dict[str, typing.Any]]) -> typing.Self: + voice_models = [YandexVoiceModel.model_validate(voice_model) for voice_model in voice_models_from_api] + return YandexListVoiceModelsModel(models=voice_models) diff --git a/src/assistant/lib/stt/__init__.py b/src/assistant/lib/stt/__init__.py new file mode 100644 index 0000000..c5f2b9e --- /dev/null +++ b/src/assistant/lib/stt/__init__.py @@ -0,0 +1,10 @@ +from .models import * +from .repositories import * +from .services import * + +__all__ = [ + "OpenaiSpeechRepository", + "STTProtocol", + "SpeechService", + "SttVoice", +] diff --git a/src/assistant/lib/stt/models.py b/src/assistant/lib/stt/models.py new file mode 100644 index 0000000..ca0604e --- /dev/null +++ b/src/assistant/lib/stt/models.py @@ -0,0 +1,25 @@ +import typing + +import pydantic + +import lib.app.split_settings as app_split_settings + + +class SttVoice(pydantic.BaseModel): + audio_size: int + audio_format: str + audio_name: str = "voice" + audio_data: bytes + voice_settings: app_split_settings.VoiceSettings + + @pydantic.model_validator(mode="before") + @classmethod + def validate_audio(cls, v: dict[str, typing.Any]) -> dict[str, typing.Any]: + settings: app_split_settings.VoiceSettings = v["voice_settings"] + if v["audio_size"] > settings.max_input_size: + raise ValueError(f"Audio size is too big: {v['audio_size']}") + if v["audio_format"] not in settings.available_formats: + raise ValueError(f"Audio format is not supported: {v['audio_format']}") + if "audio_name" not in v or not v["audio_name"]: + v["audio_name"] = f"audio.{v['audio_format']}" + return v diff --git a/src/assistant/lib/stt/repositories.py b/src/assistant/lib/stt/repositories.py new file mode 100644 index 0000000..7625f05 --- /dev/null +++ b/src/assistant/lib/stt/repositories.py @@ -0,0 +1,47 @@ +import mimetypes +import tempfile + +import magic +import openai + +import lib.app.settings as app_settings +import lib.stt as stt + + +class OpenaiSpeechRepository: + def __init__(self, settings: app_settings.Settings): + self.settings = settings + openai.api_key = self.settings.openai.api_key.get_secret_value() + + @staticmethod + def __get_file_extension_from_bytes(audio: bytes) -> str | None: + mime: magic.Magic = magic.Magic(mime=True) + mime_type: str = mime.from_buffer(audio) + extension: str | None = mimetypes.guess_extension(mime_type) + if extension: + extension = extension.replace(".", "") + return extension + + async def speech_to_text(self, audio: bytes) -> str: + file_extension = self.__get_file_extension_from_bytes(audio) + if not file_extension: + raise ValueError("File extension is not supported") + + voice: stt.models.SttVoice = stt.models.SttVoice( + audio_size=len(audio) // 1024, # audio size in MB, + audio_format=file_extension, + audio_data=audio, + voice_settings=self.settings.voice, + ) + + try: + with tempfile.NamedTemporaryFile(suffix=f".{file_extension}") as temp_file: + temp_file.write(voice.audio_data) + temp_file.seek(0) + transcript = openai.Audio.transcribe(self.settings.openai.stt_model, temp_file) # type: ignore + except openai.error.InvalidRequestError as e: # type: ignore[reportGeneralTypeIssues] + raise ValueError(f"OpenAI API error: {e}") + except openai.error.OpenAIError as e: # type: ignore[reportGeneralTypeIssues] + raise ValueError(f"OpenAI API error: {e}") + + return transcript.text # type: ignore[reportUnknownVariableType] diff --git a/src/assistant/lib/stt/services.py b/src/assistant/lib/stt/services.py new file mode 100644 index 0000000..d084331 --- /dev/null +++ b/src/assistant/lib/stt/services.py @@ -0,0 +1,14 @@ +import typing + + +class STTProtocol(typing.Protocol): + async def speech_to_text(self, audio: bytes) -> str: + ... + + +class SpeechService: + def __init__(self, repository: STTProtocol): + self.repository = repository + + async def recognize(self, audio: bytes) -> str: + return await self.repository.speech_to_text(audio) diff --git a/src/assistant/lib/tts/__init__.py b/src/assistant/lib/tts/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/assistant/lib/tts/models/__init__.py b/src/assistant/lib/tts/models/__init__.py new file mode 100644 index 0000000..1064aa8 --- /dev/null +++ b/src/assistant/lib/tts/models/__init__.py @@ -0,0 +1,5 @@ +from .protocols import * + +__all__ = [ + "TTSRepositoryProtocol", +] diff --git a/src/assistant/lib/tts/models/protocols.py b/src/assistant/lib/tts/models/protocols.py new file mode 100644 index 0000000..5774c08 --- /dev/null +++ b/src/assistant/lib/tts/models/protocols.py @@ -0,0 +1,14 @@ +import typing + +import lib.models as models + + +class TTSRepositoryProtocol(typing.Protocol): + def get_audio_as_bytes(self, request: models.TTSCreateRequestModel) -> models.TTSCreateResponseModel: + ... + + def get_voice_model_by_name(self, voice_model_name: str) -> models.BaseVoiceModel | None: + ... + + def get_voice_models_by_fields(self, fields: models.TTSSearchVoiceRequestModel) -> models.LIST_VOICE_MODELS_TYPE: + ... diff --git a/src/assistant/lib/tts/repositories/__init__.py b/src/assistant/lib/tts/repositories/__init__.py new file mode 100644 index 0000000..45a1941 --- /dev/null +++ b/src/assistant/lib/tts/repositories/__init__.py @@ -0,0 +1,5 @@ +from .base import * + +__all__ = [ + "TTSBaseRepository", +] diff --git a/src/assistant/lib/tts/repositories/base.py b/src/assistant/lib/tts/repositories/base.py new file mode 100644 index 0000000..cabbfc5 --- /dev/null +++ b/src/assistant/lib/tts/repositories/base.py @@ -0,0 +1,57 @@ +import abc + +import lib.models as models + + +class HttpClient: # Mocked class todo remove and use real http client from lib.clients.http_client + ... + + +class TTSBaseRepository(abc.ABC): + def __init__(self, client: HttpClient, is_models_from_api: bool = False): + self.http_client = client + self.is_models_from_api = is_models_from_api + + @property + @abc.abstractmethod + def voice_models(self) -> models.LIST_VOICE_MODELS_TYPE: + ... + + @abc.abstractmethod + def get_audio_as_bytes(self, request: models.TTSCreateRequestModel) -> models.TTSCreateResponseModel: + raise NotImplementedError + + def get_voice_model_by_name(self, voice_model_name: str) -> models.BaseVoiceModel | None: + """ + Search voice model by name + :param voice_model_name: String name + :return: Voice model that match the name + """ + for voice_model in self.voice_models.models: + if voice_model.voice_name == voice_model_name: + return voice_model + + def get_list_voice_models_by_fields( + self, fields: models.TTSSearchVoiceRequestModel + ) -> list[models.AVAILABLE_MODELS_TYPE]: + """ + Search voice model by fields + :param fields: Any fields from TTSSearchVoiceRequestModel + :return: All voice models that match the fields + """ + fields_dump = fields.model_dump(exclude_none=True) + voice_models_response = [] + for voice_model in self.voice_models.models: + for field, field_value in fields_dump.items(): + if field == "languages": # language is a list + language_names: set[str] = {item.name for item in field_value} + voice_model_language_names: set[str] = {item.name for item in voice_model.languages} + if language_names.issubset(voice_model_language_names): + continue + break + voice_model_dump = voice_model.model_dump() + if voice_model_dump[field] != field_value.name: + break + else: + voice_models_response.append(voice_model) + return voice_models_response # type: ignore[reportUnknownVariableType] diff --git a/src/assistant/lib/tts/services.py b/src/assistant/lib/tts/services.py new file mode 100644 index 0000000..1d6a337 --- /dev/null +++ b/src/assistant/lib/tts/services.py @@ -0,0 +1,35 @@ +import lib.app.settings as app_settings +import lib.models as models +import lib.tts.models as tts_models + + +class TTSService: + def __init__( + self, + settings: app_settings.Settings, + repositories: dict[models.VoiceModelProvidersEnum, tts_models.TTSRepositoryProtocol], + ): + self.settings = settings + self.repositories = repositories + + def get_audio_as_bytes(self, request: models.TTSCreateRequestModel) -> models.TTSCreateResponseModel: + model = request.voice_model + repository = self.repositories[model.provider] + audio_response = repository.get_audio_as_bytes(request) + return audio_response + + def get_voice_model_by_name(self, voice_model_name: str) -> models.BaseVoiceModel | None: + for repository in self.repositories.values(): + voice_model = repository.get_voice_model_by_name(voice_model_name) + if voice_model: + return voice_model + + def get_list_voice_models_by_fields( + self, fields: models.TTSSearchVoiceRequestModel + ) -> list[models.AVAILABLE_MODELS_TYPE]: + response_models: list[models.AVAILABLE_MODELS_TYPE] = [] + for repository in self.repositories.values(): + voice_models = repository.get_voice_models_by_fields(fields) + if voice_models.models: + response_models.extend(voice_models.models) + return response_models diff --git a/src/assistant/poetry.lock b/src/assistant/poetry.lock index 644f7db..e69de29 100644 --- a/src/assistant/poetry.lock +++ b/src/assistant/poetry.lock @@ -1,1570 +0,0 @@ -# This file is automatically @generated by Poetry 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a/src/assistant/pyproject.toml +++ b/src/assistant/pyproject.toml @@ -27,7 +27,8 @@ fastapi = "0.103.1" greenlet = "^2.0.2" httpx = "^0.25.0" multidict = "^6.0.4" -orjson = "^3.9.7" +openai = "^0.28.1" +orjson = "3.9.7" psycopg2-binary = "^2.9.9" pydantic = {extras = ["email"], version = "^2.3.0"} pydantic-settings = "^2.0.3" @@ -35,6 +36,7 @@ pytest = "^7.4.2" pytest-asyncio = "^0.21.1" python = "^3.11" python-jose = "^3.3.0" +python-magic = "^0.4.27" sqlalchemy = "^2.0.20" uvicorn = "^0.23.2" wrapt = "^1.15.0" diff --git a/src/template/lib/app/split_settings/logger.py b/src/template/lib/app/split_settings/logger.py index 360487a..696b2c1 100644 --- a/src/template/lib/app/split_settings/logger.py +++ b/src/template/lib/app/split_settings/logger.py @@ -1,11 +1,12 @@ -import pydantic_settings - import lib.app.split_settings.utils as app_split_settings_utils +import pydantic_settings class LoggingSettings(pydantic_settings.BaseSettings): model_config = pydantic_settings.SettingsConfigDict( - env_file=app_split_settings_utils.ENV_PATH, env_file_encoding="utf-8", extra="ignore" + env_file=app_split_settings_utils.ENV_PATH, + env_file_encoding="utf-8", + extra="ignore", ) log_format: str = "%(asctime)s - %(name)s - %(levelname)s - %(message)s"