feat: stt от openai

src/assistant/.env.example

@@ -13,3 +13,9 @@ 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

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__)
 
@@ -68,6 +69,7 @@ class Application:
         # Services
 
         logger.info("Initializing services")
+        stt_service: stt.STTProtocol = stt.OpenaiSpeech(settings=settings)  # type: ignore
 
         # Handlers
 

src/assistant/lib/app/settings.py

@@ -13,6 +13,10 @@ 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()
     )
+    voice: app_split_settings.VoiceSettings = pydantic.Field(default_factory=lambda: app_split_settings.VoiceSettings())

src/assistant/lib/app/split_settings/__init__.py

@@ -1,14 +1,18 @@
 from .api import *
 from .app import *
 from .logger import *
+from .openai import *
 from .postgres import *
 from .project import *
+from .voice import *
 
 __all__ = [
     "ApiSettings",
     "AppSettings",
     "LoggingSettings",
+    "OpenaiSettings",
     "PostgresSettings",
     "ProjectSettings",
+    "VoiceSettings",
     "get_logging_config",
 ]

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"

src/assistant/lib/app/split_settings/openai.py

@@ -0,0 +1,17 @@
+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")
+    )

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(",")

src/assistant/lib/models/__init__.py

@@ -1,4 +1,5 @@
 from .orm import Base, IdCreatedUpdatedBaseMixin
+from .stt_voice import SttVoice
 from .token import Token
 
-__all__ = ["Base", "IdCreatedUpdatedBaseMixin", "Token"]
+__all__ = ["Base", "IdCreatedUpdatedBaseMixin", "SttVoice", "Token"]

src/assistant/lib/models/stt_voice.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 = "123"
+    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

src/assistant/lib/stt/__init__.py

@@ -0,0 +1,7 @@
+from .openai_speech import *
+from .stt_protocol import *
+
+__all__ = [
+    "OpenaiSpeech",
+    "stt_protocol",
+]

src/assistant/lib/stt/openai_speech.py

@@ -0,0 +1,47 @@
+import mimetypes
+import tempfile
+
+import magic
+import openai
+
+import lib.app.settings as app_settings
+import lib.models as models
+
+
+class OpenaiSpeech:
+    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 recognize(self, audio: bytes) -> str:
+        file_extension: str | None = self.__get_file_extension_from_bytes(audio)
+        if not file_extension:
+            raise ValueError("File extension is not supported")
+
+        voice: models.SttVoice = models.SttVoice(
+            audio_size=int(len(audio) / 1024),
+            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("whisper-1", temp_file)  # type: ignore
+        except openai.error.InvalidRequestError as e:  # type: ignore
+            raise ValueError(f"OpenAI API error: {e}")
+        except openai.error.OpenAIError as e:  # type: ignore
+            raise ValueError(f"OpenAI API error: {e}")
+
+        return transcript.text  # type: ignore

src/assistant/lib/stt/stt_protocol.py

@@ -0,0 +1,6 @@
+from typing import Protocol
+
+
+class STTProtocol(Protocol):
+    async def recognize(self, audio: bytes) -> str:
+        ...

src/assistant/poetry.lock

@@ -1,5 +1,127 @@
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+attrs = ">=17.3.0"
+charset-normalizer = ">=2.0,<4.0"
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+yarl = ">=1.0,<2.0"
+
+[package.extras]
+speedups = ["Brotli", "aiodns", "cchardet"]
+
+[[package]]
+name = "aiosignal"
+version = "1.3.1"
+description = "aiosignal: a list of registered asynchronous callbacks"
+optional = false
+python-versions = ">=3.7"
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+
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 version = "1.12.0"
@@ -65,6 +187,17 @@ files = [
 lazy-object-proxy = ">=1.4.0"
 wrapt = {version = ">=1.14,<2", markers = "python_version >= \"3.11\""}
 
+[[package]]
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+description = "Timeout context manager for asyncio programs"
+optional = false
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 version = "0.28.0"
@@ -118,6 +251,24 @@ files = [
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 test = ["flake8 (>=5.0,<6.0)", "uvloop (>=0.15.3)"]
 
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+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
+tests = ["attrs[tests-no-zope]", "zope-interface"]
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+
 [[package]]
 name = "black"
 version = "23.9.1"
@@ -173,6 +324,105 @@ files = [
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 ]
 
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 [package.extras]
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 pycryptodome = ["pyasn1", "pycryptodome (>=3.3.1,<4.0.0)"]
 
+[[package]]
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+description = "File type identification using libmagic"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
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+
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 version = "3.14.0"
@@ -1073,6 +1577,27 @@ files = [
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 tokenize-rt = ">=5.2.0"
 
+[[package]]
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+version = "2.31.0"
+description = "Python HTTP for Humans."
+optional = false
+python-versions = ">=3.7"
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+
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+use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
+
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+description = "Fast, Extensible Progress Meter"
+optional = false
+python-versions = ">=3.7"
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+
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+notebook = ["ipywidgets (>=6)"]
+slack = ["slack-sdk"]
+telegram = ["requests"]
+
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 version = "4.8.0"
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+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=3.7"
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+zstd = ["zstandard (>=0.18.0)"]
+
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 version = "0.23.2"
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+    {file = "yarl-1.9.2-cp38-cp38-win_amd64.whl", hash = "sha256:63c48f6cef34e6319a74c727376e95626f84ea091f92c0250a98e53e62c77c72"},
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+    {file = "yarl-1.9.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:59723a029760079b7d991a401386390c4be5bfec1e7dd83e25a6a0881859e716"},
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+    {file = "yarl-1.9.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a74dcbfe780e62f4b5a062714576f16c2f3493a0394e555ab141bf0d746bb955"},
+    {file = "yarl-1.9.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8c56986609b057b4839968ba901944af91b8e92f1725d1a2d77cbac6972b9ed1"},
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+    {file = "yarl-1.9.2-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:066c163aec9d3d073dc9ffe5dd3ad05069bcb03fcaab8d221290ba99f9f69ee3"},
+    {file = "yarl-1.9.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:8288d7cd28f8119b07dd49b7230d6b4562f9b61ee9a4ab02221060d21136be80"},
+    {file = "yarl-1.9.2-cp39-cp39-win32.whl", hash = "sha256:b124e2a6d223b65ba8768d5706d103280914d61f5cae3afbc50fc3dfcc016623"},
+    {file = "yarl-1.9.2-cp39-cp39-win_amd64.whl", hash = "sha256:61016e7d582bc46a5378ffdd02cd0314fb8ba52f40f9cf4d9a5e7dbef88dee18"},
+    {file = "yarl-1.9.2.tar.gz", hash = "sha256:04ab9d4b9f587c06d801c2abfe9317b77cdf996c65a90d5e84ecc45010823571"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11"
-content-hash = "a1f51871ee88f7c8503f57105be988ea4ece9f41671d11a4464c382057acf3e7"
+content-hash = "157772e2b31120df8d850525c30b56685e3db6c5318f6fba677c6cfcd1f0e467"

src/assistant/pyproject.toml

@@ -25,12 +25,14 @@ asyncpg = "^0.28.0"
 fastapi = "0.103.1"
 greenlet = "^2.0.2"
 httpx = "^0.25.0"
+openai = "^0.28.1"
 orjson = "^3.9.7"
-psycopg2 = "^2.9.7"
+psycopg2-binary = "^2.9.9"
 pydantic = {extras = ["email"], version = "^2.3.0"}
 pydantic-settings = "^2.0.3"
 python = "^3.11"
 python-jose = "^3.3.0"
+python-magic = "^0.4.27"
 sqlalchemy = "^2.0.20"
 uvicorn = "^0.23.2"
 

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"