services: update azure services

This commit is contained in:
Aleix Conchillo Flaqué
2024-05-13 16:11:10 -07:00
parent 50677e6085
commit c111fff0f7
3 changed files with 52 additions and 34 deletions

View File

@@ -1,12 +1,20 @@
#
# Copyright (c) 2024, Daily
#
# SPDX-License-Identifier: BSD 2-Clause License
#
import aiohttp
import asyncio
import io
from PIL import Image
from openai import AsyncAzureOpenAI
from collections.abc import AsyncGenerator
from pipecat.frames.frames import AudioRawFrame, ErrorFrame, URLImageRawFrame
from pipecat.services.ai_services import TTSService, ImageGenService
from PIL import Image
from pipecat.services.openai import BaseOpenAILLMService
from loguru import logger
@@ -24,8 +32,6 @@ except ModuleNotFoundError as e:
"In order to use Azure TTS, you need to `pip install pipecat-ai[azure]`. Also, set `AZURE_SPEECH_API_KEY` and `AZURE_SPEECH_REGION` environment variables.")
raise Exception(f"Missing module: {e}")
from pipecat.services.openai_api_llm_service import BaseOpenAILLMService
class AzureTTSService(TTSService):
def __init__(self, *, api_key, region, voice="en-US-SaraNeural"):
@@ -37,8 +43,9 @@ class AzureTTSService(TTSService):
)
self._voice = voice
async def run_tts(self, sentence) -> AsyncGenerator[bytes, None]:
self.logger.info("Running azure tts")
async def run_tts(self, text: str):
logger.debug(f"Transcribing text: {text}")
ssml = (
"<speak version='1.0' xml:lang='en-US' xmlns='http://www.w3.org/2001/10/synthesis' "
"xmlns:mstts='http://www.w3.org/2001/mstts'>"
@@ -46,23 +53,19 @@ class AzureTTSService(TTSService):
"<mstts:silence type='Sentenceboundary' value='20ms' />"
"<mstts:express-as style='lyrical' styledegree='2' role='SeniorFemale'>"
"<prosody rate='1.05'>"
f"{sentence}"
f"{text}"
"</prosody></mstts:express-as></voice></speak> ")
result = await asyncio.to_thread(self.speech_synthesizer.speak_ssml, (ssml))
self.logger.info("Got azure tts result")
if result.reason == ResultReason.SynthesizingAudioCompleted:
self.logger.info("Returning result")
# azure always sends a 44-byte header. Strip it off.
yield result.audio_data[44:]
# Azure always sends a 44-byte header. Strip it off.
await self.push_frame(AudioRawFrame(audio=result.audio_data[44:], sample_rate=16000, num_channels=1))
elif result.reason == ResultReason.Canceled:
cancellation_details = result.cancellation_details
self.logger.info(
"Speech synthesis canceled: {}".format(
cancellation_details.reason))
logger.warning(f"Speech synthesis canceled: {cancellation_details.reason}")
if cancellation_details.reason == CancellationReason.Error:
self.logger.info(
"Error details: {}".format(
cancellation_details.error_details))
logger.error(f"Error details: {cancellation_details.error_details}")
class AzureLLMService(BaseOpenAILLMService):
@@ -73,10 +76,9 @@ class AzureLLMService(BaseOpenAILLMService):
endpoint,
api_version="2023-12-01-preview",
model):
super().__init__(api_key=api_key, model=model)
self._endpoint = endpoint
self._api_version = api_version
super().__init__(api_key=api_key, model=model)
self._model: str = model
def create_client(self, api_key=None, base_url=None):
@@ -108,20 +110,21 @@ class AzureImageGenServiceREST(ImageGenService):
self._aiohttp_session = aiohttp_session
self._image_size = image_size
async def run_image_gen(self, prompt: str) -> tuple[str, bytes, tuple[int, int]]:
async def run_image_gen(self, prompt: str):
url = f"{self._azure_endpoint}openai/images/generations:submit?api-version={self._api_version}"
headers = {
"api-key": self._api_key,
"Content-Type": "application/json"}
body = {
# Enter your prompt text here
"prompt": prompt,
"size": self._image_size,
"n": 1,
}
async with self._aiohttp_session.post(
url, headers=headers, json=body
) as submission:
async with self._aiohttp_session.post(url, headers=headers, json=body) as submission:
# We never get past this line, because this header isn't
# defined on a 429 response, but something is eating our
# exceptions!
@@ -132,21 +135,30 @@ class AzureImageGenServiceREST(ImageGenService):
while status != "succeeded":
attempts_left -= 1
if attempts_left == 0:
raise Exception("Image generation timed out")
logger.error("Image generation timed out")
await self.push_error(ErrorFrame("Image generation timed out"))
return
await asyncio.sleep(1)
response = await self._aiohttp_session.get(
operation_location, headers=headers
)
response = await self._aiohttp_session.get(operation_location, headers=headers)
json_response = await response.json()
status = json_response["status"]
image_url = (
json_response["result"]["data"][0]["url"] if json_response else None)
image_url = json_response["result"]["data"][0]["url"] if json_response else None
if not image_url:
raise Exception("Image generation failed")
logger.error("Image generation failed")
await self.push_error(ErrorFrame("Image generation failed"))
return
# Load the image from the url
async with self._aiohttp_session.get(image_url) as response:
image_stream = io.BytesIO(await response.content.read())
image = Image.open(image_stream)
return (image_url, image.tobytes(), image.size)
frame = URLImageRawFrame(
url=image_url,
image=image.tobytes(),
size=image.size,
format=image.format)
await self.push_frame(frame)

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@@ -1,3 +1,9 @@
#
# Copyright (c) 2024, Daily
#
# SPDX-License-Identifier: BSD 2-Clause License
#
import io
import json
import time

View File

@@ -33,8 +33,8 @@ class BaseTransport(ABC):
@abstractmethod
def input(self) -> FrameProcessor:
pass
raise NotImplementedError
@abstractmethod
def output(self) -> FrameProcessor:
pass
raise NotImplementedError