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from typing import Any | ||
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from core.tools.provider.builtin_tool_provider import BuiltinToolProviderController | ||
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class AzureSpeechProvider(BuiltinToolProviderController): | ||
def _validate_credentials(self, credentials: dict[str, Any]) -> None: | ||
pass |
51 changes: 51 additions & 0 deletions
51
api/core/tools/provider/builtin/azurespeech/azurespeech.yaml
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identity: | ||
author: ymshenyu | ||
name: azurespeech | ||
label: | ||
en_US: Azure Speech | ||
zh_Hans: Azure Speech | ||
description: | ||
en_US: Azure Speech | ||
zh_Hans: Azure Speech | ||
icon: icon.png | ||
tags: | ||
- utilities | ||
credentials_for_provider: | ||
azure_speech_api_key: | ||
type: secret-input | ||
required: true | ||
label: | ||
en_US: API key | ||
zh_Hans: 密钥 | ||
help: | ||
en_US: Please input your Azure Speech API key | ||
zh_Hans: 请输入你的 Azure Speech API key | ||
placeholder: | ||
en_US: Please input your Azure Speech API key | ||
zh_Hans: 请输入你的 Azure Speech API key | ||
azure_speech_region: | ||
type: text-input | ||
required: true | ||
label: | ||
en_US: API Region | ||
zh_Hans: API 地区 | ||
help: | ||
en_US: Please input your Azure Speech Region, e.g. eastasia | ||
zh_Hans: 请输入你的 Azure Speech 地区,例如:eastasia | ||
placeholder: | ||
en_US: Please input your Azure Speech Region, e.g. eastasia | ||
zh_Hans: 请输入你的 Azure Speech 地区,例如:eastasia | ||
azure_speech_api_version: | ||
type: text-input | ||
required: false | ||
default: '2024-11-15' | ||
label: | ||
en_US: API Version | ||
zh_Hans: API Version | ||
pt_BR: Versão da API | ||
placeholder: | ||
en_US: Please input your Azure Speech API Version | ||
zh_Hans: 请输入你的 Azure Speech API Version | ||
help: | ||
en_US: Get your API Version from Azure Speech | ||
zh_Hans: 从 Azure Speech 获取您的 API Version |
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from typing import Any | ||
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import requests | ||
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from core.file.enums import FileType | ||
from core.file.file_manager import download | ||
from core.tools.entities.tool_entities import ToolInvokeMessage | ||
from core.tools.tool.builtin_tool import BuiltinTool | ||
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class AzureASRTool(BuiltinTool): | ||
def _invoke(self, user_id: str, tool_parameters: dict[str, Any]) -> list[ToolInvokeMessage]: | ||
file = tool_parameters.get("audio_file") | ||
if file.type != FileType.AUDIO: | ||
return [self.create_text_message("not a valid audio file")] | ||
audio_binary = download(file) | ||
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resp = requests.post( | ||
"https://{}.api.cognitive.microsoft.com/speechtotext/transcriptions:transcribe?api-version={}".format( | ||
self.runtime.credentials.get("azure_speech_region"), | ||
self.runtime.credentials.get("azure_speech_api_version"), | ||
), | ||
headers={ | ||
"Ocp-Apim-Subscription-Key": self.runtime.credentials.get("azure_speech_api_key"), | ||
}, | ||
files={"audio": audio_binary}, | ||
) | ||
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data: dict = resp.json() | ||
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return [self.create_text_message(data.get("combinedPhrases", [])[0].get("text", ""))] |
22 changes: 22 additions & 0 deletions
22
api/core/tools/provider/builtin/azurespeech/tools/asr.yaml
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identity: | ||
name: azure_asr | ||
author: ymshenyu | ||
label: | ||
en_US: Azure Speech To Text | ||
description: | ||
human: | ||
en_US: Convert audio file to text. | ||
zh_Hans: 将音频文件转换为文本。 | ||
llm: Convert audio file to text. | ||
parameters: | ||
- name: audio_file | ||
type: file | ||
required: true | ||
label: | ||
en_US: Audio File | ||
zh_Hans: 音频文件 | ||
human_description: | ||
en_US: The audio file to be converted. | ||
zh_Hans: 要转换的音频文件。 | ||
llm_description: The audio file to be converted. | ||
form: llm |
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import io | ||
from typing import Any | ||
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import azure.cognitiveservices.speech as speechsdk | ||
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from core.tools.entities.tool_entities import ToolInvokeMessage | ||
from core.tools.tool.builtin_tool import BuiltinTool | ||
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class AzureTTSTool(BuiltinTool): | ||
def _invoke( | ||
self, | ||
user_id: str, | ||
tool_parameters: dict[str, Any], | ||
) -> list[ToolInvokeMessage]: | ||
speech_config = speechsdk.SpeechConfig( | ||
subscription=self.runtime.credentials["azure_speech_api_key"], | ||
region=self.runtime.credentials["azure_speech_region"], | ||
) | ||
speech_config.speech_synthesis_voice_name = tool_parameters.get( | ||
"speech_synthesis_voice_name", "en-US-AvaMultilingualNeural" | ||
) | ||
speech_config.set_speech_synthesis_output_format( | ||
speechsdk.SpeechSynthesisOutputFormat.Audio24Khz96KBitRateMonoMp3 | ||
) | ||
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speech_synthesizer = speechsdk.SpeechSynthesizer(speech_config=speech_config, audio_config=None) | ||
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text: str = tool_parameters.get("text", "") | ||
speech_synthesis_result = speech_synthesizer.speak_text(text=text) | ||
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if speech_synthesis_result.reason == speechsdk.ResultReason.SynthesizingAudioCompleted: | ||
stream = speechsdk.AudioDataStream(speech_synthesis_result) | ||
audio_data = io.BytesIO() | ||
buffer = bytes(1024) | ||
filled_size = stream.read_data(buffer) | ||
while filled_size > 0: | ||
audio_data.write(buffer[:filled_size]) | ||
filled_size = stream.read_data(buffer) | ||
return [ | ||
self.create_text_message("Audio generated successfully"), | ||
self.create_blob_message( | ||
blob=audio_data.getvalue(), | ||
meta={"mime_type": "audio/mpeg"}, | ||
save_as=self.VariableKey.AUDIO, | ||
), | ||
] | ||
elif speech_synthesis_result.reason == speechsdk.ResultReason.Canceled: | ||
cancellation_details = speech_synthesis_result.cancellation_details | ||
msg = "Speech synthesis canceled: {}\n".format(cancellation_details.reason) | ||
if cancellation_details.reason == speechsdk.CancellationReason.Error: | ||
if cancellation_details.error_details: | ||
msg += "Error details: {}".format(cancellation_details.error_details) | ||
return [self.create_text_message(msg)] | ||
return [self.create_text_message("Audio generation failed")] |
33 changes: 33 additions & 0 deletions
33
api/core/tools/provider/builtin/azurespeech/tools/tts.yaml
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identity: | ||
name: azure_tts | ||
author: ymshenyu | ||
label: | ||
en_US: Azure Text To Speech | ||
description: | ||
human: | ||
en_US: Convert text to audio file. | ||
zh_Hans: 将文本转换为音频文件。 | ||
llm: Convert text to audio file. | ||
parameters: | ||
- name: text | ||
type: string | ||
required: true | ||
label: | ||
en_US: Text | ||
zh_Hans: 文本 | ||
human_description: | ||
en_US: The text to be converted. | ||
zh_Hans: 要转换的文本。 | ||
llm_description: The text to be converted. | ||
form: llm | ||
- name: speech_synthesis_voice_name | ||
type: string | ||
required: true | ||
label: | ||
en_US: Voice Name | ||
zh_Hans: 音色 | ||
human_description: | ||
en_US: The voice name to be used. | ||
zh_Hans: 要使用的音色 | ||
llm_description: The voice name to be used. | ||
form: form |
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