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Merge pull request #40 from ijaric/features/stt

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feat: stt от openai
This commit is contained in:
Artem Litvinov 2023-10-10 16:06:21 +01:00 committed by GitHub
commit 04f4c1b246
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GPG Key ID: 4AEE18F83AFDEB23
14 changed files with 770 additions and 93 deletions
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7
src/assistant/.env.example
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@ -13,3 +13,10 @@ JWT_SECRET_KEY=v9LctjUWwol4XbvczPiLFMDtZ8aal7mm
JWT_ALGORITHM=HS256 JWT_ALGORITHM=HS256
APP_RELOAD=True 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

3
src/assistant/lib/app/app.py
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@ -11,6 +11,7 @@ import lib.app.errors as app_errors
import lib.app.settings as app_settings import lib.app.settings as app_settings
import lib.app.split_settings as app_split_settings import lib.app.split_settings as app_split_settings
import lib.clients as clients import lib.clients as clients
import lib.stt as stt
logger = logging.getLogger(__name__) logger = logging.getLogger(__name__)
@ -60,6 +61,7 @@ class Application:
# Repositories # Repositories
logger.info("Initializing repositories") logger.info("Initializing repositories")
stt_repository: stt.STTProtocol = stt.OpenaiSpeechRepository(settings=settings)
# Caches # Caches
@ -68,6 +70,7 @@ class Application:
# Services # Services
logger.info("Initializing services") logger.info("Initializing services")
stt_service: stt.SpeechService = stt.SpeechService(repository=stt_repository) # type: ignore
# Handlers # Handlers

4
src/assistant/lib/app/settings.py
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@ -13,6 +13,10 @@ class Settings(pydantic_settings.BaseSettings):
logger: app_split_settings.LoggingSettings = pydantic.Field( logger: app_split_settings.LoggingSettings = pydantic.Field(
default_factory=lambda: app_split_settings.LoggingSettings() 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( project: app_split_settings.ProjectSettings = pydantic.Field(
default_factory=lambda: app_split_settings.ProjectSettings() default_factory=lambda: app_split_settings.ProjectSettings()
) )
voice: app_split_settings.VoiceSettings = pydantic.Field(default_factory=lambda: app_split_settings.VoiceSettings())

4
src/assistant/lib/app/split_settings/__init__.py
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@ -1,14 +1,18 @@
from .api import * from .api import *
from .app import * from .app import *
from .logger import * from .logger import *
from .openai import *
from .postgres import * from .postgres import *
from .project import * from .project import *
from .voice import *
__all__ = [ __all__ = [
"ApiSettings", "ApiSettings",
"AppSettings", "AppSettings",
"LoggingSettings", "LoggingSettings",
"OpenaiSettings",
"PostgresSettings", "PostgresSettings",
"ProjectSettings", "ProjectSettings",
"VoiceSettings",
"get_logging_config", "get_logging_config",
] ]

4
src/assistant/lib/app/split_settings/logger.py
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@ -5,7 +5,9 @@ import lib.app.split_settings.utils as app_split_settings_utils
class LoggingSettings(pydantic_settings.BaseSettings): class LoggingSettings(pydantic_settings.BaseSettings):
model_config = pydantic_settings.SettingsConfigDict( 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" log_format: str = "%(asctime)s - %(name)s - %(levelname)s - %(message)s"

18
src/assistant/lib/app/split_settings/openai.py Normal file
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@ -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"

21
src/assistant/lib/app/split_settings/voice.py Normal file
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@ -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(",")

10
src/assistant/lib/stt/__init__.py Normal file
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@ -0,0 +1,10 @@
from .models import *
from .repositories import *
from .services import *
__all__ = [
"OpenaiSpeechRepository",
"STTProtocol",
"SpeechService",
"SttVoice",
]

25
src/assistant/lib/stt/models.py Normal file
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@ -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

47
src/assistant/lib/stt/repositories.py Normal file
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@ -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]

14
src/assistant/lib/stt/services.py Normal file
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@ -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)

697
src/assistant/poetry.lock generated
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@ -1,5 +1,127 @@
# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. # This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
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name = "aiohttp"
version = "3.8.6"
description = "Async http client/server framework (asyncio)"
optional = false
python-versions = ">=3.6"
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[package.dependencies]
idna = ">=2.0"
multidict = ">=4.0"
[metadata] [metadata]
lock-version = "2.0" lock-version = "2.0"
python-versions = "^3.11" python-versions = "^3.11"
content-hash = "0dde0f55b413af97878b8ce5a3771f27f036400671413827f7516d47d11faeea" content-hash = "157772e2b31120df8d850525c30b56685e3db6c5318f6fba677c6cfcd1f0e467"

2
src/assistant/pyproject.toml
View File

@ -26,12 +26,14 @@ dill = "^0.3.7"
fastapi = "0.103.1" fastapi = "0.103.1"
greenlet = "^2.0.2" greenlet = "^2.0.2"
httpx = "^0.25.0" httpx = "^0.25.0"
openai = "^0.28.1"
orjson = "^3.9.7" orjson = "^3.9.7"
psycopg2-binary = "^2.9.9" psycopg2-binary = "^2.9.9"
pydantic = {extras = ["email"], version = "^2.3.0"} pydantic = {extras = ["email"], version = "^2.3.0"}
pydantic-settings = "^2.0.3" pydantic-settings = "^2.0.3"
python = "^3.11" python = "^3.11"
python-jose = "^3.3.0" python-jose = "^3.3.0"
python-magic = "^0.4.27"
sqlalchemy = "^2.0.20" sqlalchemy = "^2.0.20"
uvicorn = "^0.23.2" uvicorn = "^0.23.2"
wrapt = "^1.15.0" wrapt = "^1.15.0"

7
src/template/lib/app/split_settings/logger.py
View File

@ -1,11 +1,12 @@
import pydantic_settings
import lib.app.split_settings.utils as app_split_settings_utils import lib.app.split_settings.utils as app_split_settings_utils
import pydantic_settings
class LoggingSettings(pydantic_settings.BaseSettings): class LoggingSettings(pydantic_settings.BaseSettings):
model_config = pydantic_settings.SettingsConfigDict( 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" log_format: str = "%(asctime)s - %(name)s - %(levelname)s - %(message)s"