Add xAI TTS service
This commit is contained in:
committed by
Mark Backman
parent
86e086c6b5
commit
02b97035f8
13
src/pipecat/services/xai/__init__.py
Normal file
13
src/pipecat/services/xai/__init__.py
Normal file
@@ -0,0 +1,13 @@
|
||||
#
|
||||
# Copyright (c) 2024-2026, Daily
|
||||
#
|
||||
# SPDX-License-Identifier: BSD 2-Clause License
|
||||
#
|
||||
|
||||
import sys
|
||||
|
||||
from pipecat.services import DeprecatedModuleProxy
|
||||
|
||||
from .tts import *
|
||||
|
||||
sys.modules[__name__] = DeprecatedModuleProxy(globals(), "xai", "xai.tts")
|
||||
213
src/pipecat/services/xai/tts.py
Normal file
213
src/pipecat/services/xai/tts.py
Normal file
@@ -0,0 +1,213 @@
|
||||
#
|
||||
# Copyright (c) 2024-2026, Daily
|
||||
#
|
||||
# SPDX-License-Identifier: BSD 2-Clause License
|
||||
#
|
||||
|
||||
"""xAI text-to-speech service implementation.
|
||||
|
||||
Uses xAI's HTTP TTS endpoint documented at:
|
||||
https://docs.x.ai/developers/model-capabilities/audio/text-to-speech
|
||||
"""
|
||||
|
||||
from dataclasses import dataclass
|
||||
from typing import AsyncGenerator, Optional
|
||||
|
||||
import aiohttp
|
||||
from loguru import logger
|
||||
from pydantic import BaseModel
|
||||
|
||||
from pipecat.frames.frames import ErrorFrame, Frame, TTSAudioRawFrame
|
||||
from pipecat.services.settings import TTSSettings
|
||||
from pipecat.services.tts_service import TTSService
|
||||
from pipecat.transcriptions.language import Language
|
||||
from pipecat.utils.tracing.service_decorators import traced_tts
|
||||
|
||||
|
||||
@dataclass
|
||||
class XAITTSSettings(TTSSettings):
|
||||
"""Settings for XAITTSService."""
|
||||
|
||||
pass
|
||||
|
||||
|
||||
class XAITTSService(TTSService):
|
||||
"""xAI HTTP text-to-speech service.
|
||||
|
||||
The service requests raw PCM audio so emitted ``TTSAudioRawFrame`` objects
|
||||
match Pipecat's downstream expectations without extra decoding.
|
||||
"""
|
||||
|
||||
Settings = XAITTSSettings
|
||||
_settings: Settings
|
||||
|
||||
XAI_DEFAULT_SAMPLE_RATE = 24000
|
||||
XAI_PCM_CODEC = "pcm"
|
||||
|
||||
class InputParams(BaseModel):
|
||||
"""Input parameters for xAI TTS configuration.
|
||||
|
||||
.. deprecated:: 0.0.105
|
||||
Use ``settings=XAITTSService.Settings(...)`` instead.
|
||||
|
||||
Parameters:
|
||||
language: Language for speech synthesis.
|
||||
"""
|
||||
|
||||
language: Optional[Language] = None
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
*,
|
||||
api_key: str,
|
||||
base_url: str = "https://api.x.ai/v1/tts",
|
||||
voice: Optional[str] = None,
|
||||
language: Optional[str | Language] = None,
|
||||
sample_rate: Optional[int] = None,
|
||||
aiohttp_session: Optional[aiohttp.ClientSession] = None,
|
||||
params: Optional[InputParams] = None,
|
||||
settings: Optional[Settings] = None,
|
||||
**kwargs,
|
||||
):
|
||||
"""Initialize the xAI TTS service.
|
||||
|
||||
Args:
|
||||
api_key: xAI API key for authentication.
|
||||
base_url: xAI TTS endpoint. Defaults to ``https://api.x.ai/v1/tts``.
|
||||
voice: Voice identifier. Defaults to ``"eve"``.
|
||||
|
||||
.. deprecated:: 0.0.105
|
||||
Use ``settings=XAITTSService.Settings(voice=...)`` instead.
|
||||
|
||||
language: BCP-47 or base language code (for example ``"en"`` or ``"pt-BR"``).
|
||||
Defaults to ``"en"``.
|
||||
|
||||
.. deprecated:: 0.0.105
|
||||
Use ``settings=XAITTSService.Settings(language=...)`` instead.
|
||||
|
||||
sample_rate: Output sample rate for PCM audio. Defaults to 24000 Hz.
|
||||
aiohttp_session: Optional shared aiohttp session.
|
||||
params: Deprecated input parameters object.
|
||||
settings: Runtime-updatable settings. When provided alongside deprecated
|
||||
parameters, ``settings`` values take precedence.
|
||||
**kwargs: Additional keyword arguments passed to ``TTSService``.
|
||||
"""
|
||||
default_settings = self.Settings(
|
||||
model=None,
|
||||
voice="eve",
|
||||
language="en",
|
||||
)
|
||||
|
||||
if voice is not None:
|
||||
self._warn_init_param_moved_to_settings("voice", "voice")
|
||||
default_settings.voice = voice
|
||||
if language is not None:
|
||||
self._warn_init_param_moved_to_settings("language", "language")
|
||||
default_settings.language = (
|
||||
self.language_to_service_language(language)
|
||||
if isinstance(language, Language)
|
||||
else language
|
||||
)
|
||||
|
||||
if params is not None:
|
||||
self._warn_init_param_moved_to_settings("params")
|
||||
if not settings and params.language is not None:
|
||||
default_settings.language = self.language_to_service_language(params.language)
|
||||
|
||||
if settings is not None:
|
||||
default_settings.apply_update(settings)
|
||||
|
||||
super().__init__(
|
||||
pause_frame_processing=True,
|
||||
push_start_frame=True,
|
||||
push_stop_frames=True,
|
||||
sample_rate=sample_rate or self.XAI_DEFAULT_SAMPLE_RATE,
|
||||
settings=default_settings,
|
||||
**kwargs,
|
||||
)
|
||||
|
||||
self._api_key = api_key
|
||||
self._base_url = base_url
|
||||
self._session = aiohttp_session
|
||||
self._session_owner = aiohttp_session is None
|
||||
|
||||
def can_generate_metrics(self) -> bool:
|
||||
"""Check if this service can generate processing metrics."""
|
||||
return True
|
||||
|
||||
def language_to_service_language(self, language: Language) -> Optional[str]:
|
||||
"""Convert a Language enum to xAI's language format."""
|
||||
return str(language)
|
||||
|
||||
async def start(self, frame):
|
||||
"""Start the xAI TTS service."""
|
||||
await super().start(frame)
|
||||
if self._session is None or self._session.closed:
|
||||
self._session = aiohttp.ClientSession()
|
||||
self._session_owner = True
|
||||
|
||||
async def stop(self, frame):
|
||||
"""Stop the xAI TTS service."""
|
||||
await super().stop(frame)
|
||||
await self._close_session()
|
||||
|
||||
async def cancel(self, frame):
|
||||
"""Cancel the xAI TTS service."""
|
||||
await super().cancel(frame)
|
||||
await self._close_session()
|
||||
|
||||
async def _close_session(self):
|
||||
if self._session_owner and self._session and not self._session.closed:
|
||||
await self._session.close()
|
||||
if self._session_owner:
|
||||
self._session = None
|
||||
|
||||
@traced_tts
|
||||
async def run_tts(self, text: str, context_id: str) -> AsyncGenerator[Frame, None]:
|
||||
"""Generate speech from text using xAI's TTS API."""
|
||||
logger.debug(f"{self}: Generating TTS [{text}]")
|
||||
|
||||
if self._session is None or self._session.closed:
|
||||
self._session = aiohttp.ClientSession()
|
||||
self._session_owner = True
|
||||
|
||||
payload = {
|
||||
"text": text,
|
||||
"voice_id": self._settings.voice,
|
||||
"output_format": {
|
||||
"codec": self.XAI_PCM_CODEC,
|
||||
"sample_rate": self.sample_rate,
|
||||
},
|
||||
}
|
||||
if self._settings.language:
|
||||
payload["language"] = str(self._settings.language)
|
||||
|
||||
headers = {
|
||||
"Authorization": f"Bearer {self._api_key}",
|
||||
"Content-Type": "application/json",
|
||||
}
|
||||
|
||||
measuring_ttfb = True
|
||||
try:
|
||||
async with self._session.post(self._base_url, json=payload, headers=headers) as response:
|
||||
if response.status != 200:
|
||||
error = await response.text(errors="ignore")
|
||||
logger.error(
|
||||
f"{self} error getting audio (status: {response.status}, error: {error})"
|
||||
)
|
||||
yield ErrorFrame(
|
||||
error=f"Error getting audio (status: {response.status}, error: {error})"
|
||||
)
|
||||
return
|
||||
|
||||
await self.start_tts_usage_metrics(text)
|
||||
|
||||
async for chunk in response.content.iter_chunked(self.chunk_size):
|
||||
if not chunk:
|
||||
continue
|
||||
if measuring_ttfb:
|
||||
await self.stop_ttfb_metrics()
|
||||
measuring_ttfb = False
|
||||
yield TTSAudioRawFrame(chunk, self.sample_rate, 1, context_id=context_id)
|
||||
except Exception as e:
|
||||
yield ErrorFrame(error=f"Unknown error occurred: {e}")
|
||||
Reference in New Issue
Block a user