🗣️ feat: Azure OpenAI speech (#2985)

* feat: Azure STT

* feat: Azure TTS

* refactor: use enums

* fix: frontend tests

* fix(config): wrong key provider
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Marco Beretta 2024-07-10 22:33:06 +02:00 committed by GitHub
parent 87bdbda10a
commit a05e2c1dcc
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4 changed files with 201 additions and 79 deletions

View file

@ -1,3 +1,4 @@
const { TTSProviders } = require('librechat-data-provider');
const getCustomConfig = require('~/server/services/Config/getCustomConfig');
const { getProvider } = require('./textToSpeech');
@ -24,13 +25,16 @@ async function getVoices(req, res) {
let voices;
switch (provider) {
case 'openai':
case TTSProviders.OPENAI:
voices = ttsSchema.openai?.voices;
break;
case 'elevenlabs':
case TTSProviders.AZURE_OPENAI:
voices = ttsSchema.azureOpenAI?.voices;
break;
case TTSProviders.ELEVENLABS:
voices = ttsSchema.elevenlabs?.voices;
break;
case 'localai':
case TTSProviders.LOCALAI:
voices = ttsSchema.localai?.voices;
break;
default:

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@ -1,8 +1,9 @@
const axios = require('axios');
const { Readable } = require('stream');
const { logger } = require('~/config');
const axios = require('axios');
const { extractEnvVariable, STTProviders } = require('librechat-data-provider');
const getCustomConfig = require('~/server/services/Config/getCustomConfig');
const { extractEnvVariable } = require('librechat-data-provider');
const { genAzureEndpoint } = require('~/utils');
const { logger } = require('~/config');
/**
* Handle the response from the STT API
@ -24,12 +25,34 @@ async function handleResponse(response) {
return response.data.text.trim();
}
function getProvider(sttSchema) {
if (sttSchema?.openai) {
return 'openai';
/**
* getProviderSchema function
* This function takes the customConfig object and returns the name of the provider and its schema
* If more than one provider is set or no provider is set, it throws an error
*
* @param {Object} customConfig - The custom configuration containing the STT schema
* @returns {Promise<[string, Object]>} The name of the provider and its schema
* @throws {Error} Throws an error if multiple providers are set or no provider is set
*/
async function getProviderSchema(customConfig) {
const sttSchema = customConfig.speech.stt;
if (!sttSchema) {
throw new Error(`No STT schema is set. Did you configure STT in the custom config (librechat.yaml)?
https://www.librechat.ai/docs/configuration/stt_tts#stt`);
}
throw new Error('Invalid provider');
const providers = Object.entries(sttSchema).filter(([, value]) => Object.keys(value).length > 0);
if (providers.length > 1) {
throw new Error('Multiple providers are set. Please set only one provider.');
} else if (providers.length === 0) {
throw new Error('No provider is set. Please set a provider.');
} else {
const provider = providers[0][0];
return [provider, sttSchema[provider]];
}
}
function removeUndefined(obj) {
@ -83,72 +106,63 @@ function openAIProvider(sttSchema, audioReadStream) {
}
/**
* This function prepares the necessary data and headers for making a request to the Azure API
* It uses the provided request and audio stream to create the request
* Prepares the necessary data and headers for making a request to the Azure API.
* It uses the provided Speech-to-Text (STT) schema and audio file to create the request.
*
* @param {Object} req - The request object, which should contain the endpoint in its body
* @param {Stream} audioReadStream - The audio data to be transcribed
* @param {Object} sttSchema - The STT schema object, which should contain instanceName, deploymentName, apiVersion, and apiKey.
* @param {Buffer} audioBuffer - The audio data to be transcribed
* @param {Object} audioFile - The audio file object, which should contain originalname, mimetype, and size.
*
* @returns {Array} An array containing the URL for the API request, the data to be sent, and the headers for the request
* If an error occurs, it returns an array with three null values and logs the error with logger
* @returns {Array} An array containing the URL for the API request, the data to be sent, and the headers for the request.
* If an error occurs, it logs the error with logger and returns an array with three null values.
*/
function azureProvider(req, audioReadStream) {
function azureOpenAIProvider(sttSchema, audioBuffer, audioFile) {
try {
const { endpoint } = req.body;
const azureConfig = req.app.locals[endpoint];
const instanceName = sttSchema?.instanceName;
const deploymentName = sttSchema?.deploymentName;
const apiVersion = sttSchema?.apiVersion;
if (!azureConfig) {
throw new Error(`No configuration found for endpoint: ${endpoint}`);
const url =
genAzureEndpoint({
azureOpenAIApiInstanceName: instanceName,
azureOpenAIApiDeploymentName: deploymentName,
}) +
'/audio/transcriptions?api-version=' +
apiVersion;
const apiKey = sttSchema.apiKey ? extractEnvVariable(sttSchema.apiKey) : '';
if (audioBuffer.byteLength > 25 * 1024 * 1024) {
throw new Error('The audio file size exceeds the limit of 25MB');
}
const acceptedFormats = ['flac', 'mp3', 'mp4', 'mpeg', 'mpga', 'm4a', 'ogg', 'wav', 'webm'];
const fileFormat = audioFile.mimetype.split('/')[1];
if (!acceptedFormats.includes(fileFormat)) {
throw new Error(`The audio file format ${fileFormat} is not accepted`);
}
const { apiKey, instanceName, whisperModel, apiVersion } = Object.entries(
azureConfig.groupMap,
).reduce((acc, [, value]) => {
if (acc) {
return acc;
}
const formData = new FormData();
const whisperKey = Object.keys(value.models).find((modelKey) =>
modelKey.startsWith('whisper'),
);
const audioBlob = new Blob([audioBuffer], { type: audioFile.mimetype });
if (whisperKey) {
return {
apiVersion: value.version,
apiKey: value.apiKey,
instanceName: value.instanceName,
whisperModel: value.models[whisperKey]['deploymentName'],
};
}
formData.append('file', audioBlob, audioFile.originalname);
return null;
}, null);
let data = formData;
if (!apiKey || !instanceName || !whisperModel || !apiVersion) {
throw new Error('Required Azure configuration values are missing');
}
const baseURL = `https://${instanceName}.openai.azure.com`;
const url = `${baseURL}/openai/deployments/${whisperModel}/audio/transcriptions?api-version=${apiVersion}`;
let data = {
file: audioReadStream,
filename: 'audio.wav',
contentType: 'audio/wav',
knownLength: audioReadStream.length,
};
const headers = {
...data.getHeaders(),
let headers = {
'Content-Type': 'multipart/form-data',
'api-key': apiKey,
};
[headers].forEach(removeUndefined);
if (apiKey) {
headers['api-key'] = apiKey;
}
return [url, data, headers];
} catch (error) {
logger.error('An error occurred while preparing the Azure API STT request: ', error);
return [null, null, null];
logger.error('An error occurred while preparing the Azure OpenAI API STT request: ', error);
throw error;
}
}
@ -176,16 +190,16 @@ async function speechToText(req, res) {
const audioReadStream = Readable.from(audioBuffer);
audioReadStream.path = 'audio.wav';
const provider = getProvider(customConfig.speech.stt);
const [provider, sttSchema] = await getProviderSchema(customConfig);
let [url, data, headers] = [];
switch (provider) {
case 'openai':
[url, data, headers] = openAIProvider(customConfig.speech.stt, audioReadStream);
case STTProviders.OPENAI:
[url, data, headers] = openAIProvider(sttSchema, audioReadStream);
break;
case 'azure':
[url, data, headers] = azureProvider(req, audioReadStream);
case STTProviders.AZURE_OPENAI:
[url, data, headers] = azureOpenAIProvider(sttSchema, audioBuffer, req.file);
break;
default:
throw new Error('Invalid provider');

View file

@ -1,8 +1,9 @@
const axios = require('axios');
const getCustomConfig = require('~/server/services/Config/getCustomConfig');
const { getRandomVoiceId, createChunkProcessor, splitTextIntoChunks } = require('./streamAudio');
const { extractEnvVariable } = require('librechat-data-provider');
const { extractEnvVariable, TTSProviders } = require('librechat-data-provider');
const { logger } = require('~/config');
const getCustomConfig = require('~/server/services/Config/getCustomConfig');
const { genAzureEndpoint } = require('~/utils');
const { getRandomVoiceId, createChunkProcessor, splitTextIntoChunks } = require('./streamAudio');
/**
* getProvider function
@ -91,6 +92,59 @@ function openAIProvider(ttsSchema, input, voice) {
return [url, data, headers];
}
/**
* Generates the necessary parameters for making a request to Azure's OpenAI Text-to-Speech API.
*
* @param {TCustomConfig['tts']['azureOpenAI']} ttsSchema - The TTS schema containing the AzureOpenAI configuration
* @param {string} input - The text to be converted to speech
* @param {string} voice - The voice to be used for the speech
*
* @returns {Array} An array containing the URL for the API request, the data to be sent, and the headers for the request
* If an error occurs, it throws an error with a message indicating that the selected voice is not available
*/
function azureOpenAIProvider(ttsSchema, input, voice) {
const instanceName = ttsSchema?.instanceName;
const deploymentName = ttsSchema?.deploymentName;
const apiVersion = ttsSchema?.apiVersion;
const url =
genAzureEndpoint({
azureOpenAIApiInstanceName: instanceName,
azureOpenAIApiDeploymentName: deploymentName,
}) +
'/audio/speech?api-version=' +
apiVersion;
const apiKey = ttsSchema.apiKey ? extractEnvVariable(ttsSchema.apiKey) : '';
if (
ttsSchema?.voices &&
ttsSchema.voices.length > 0 &&
!ttsSchema.voices.includes(voice) &&
!ttsSchema.voices.includes('ALL')
) {
throw new Error(`Voice ${voice} is not available.`);
}
let data = {
model: ttsSchema?.model,
input,
voice: ttsSchema?.voices && ttsSchema.voices.length > 0 ? voice : undefined,
};
let headers = {
'Content-Type': 'application/json',
};
[data, headers].forEach(removeUndefined);
if (apiKey) {
headers['api-key'] = apiKey;
}
return [url, data, headers];
}
/**
* elevenLabsProvider function
* This function prepares the necessary data and headers for making a request to the Eleven Labs TTS
@ -225,13 +279,16 @@ async function getVoice(providerSchema, requestVoice) {
async function ttsRequest(provider, ttsSchema, { input, voice, stream = true } = { stream: true }) {
let [url, data, headers] = [];
switch (provider) {
case 'openai':
case TTSProviders.OPENAI:
[url, data, headers] = openAIProvider(ttsSchema, input, voice);
break;
case 'elevenlabs':
case TTSProviders.AZURE_OPENAI:
[url, data, headers] = azureOpenAIProvider(ttsSchema, input, voice);
break;
case TTSProviders.ELEVENLABS:
[url, data, headers] = elevenLabsProvider(ttsSchema, input, voice, stream);
break;
case 'localai':
case TTSProviders.LOCALAI:
[url, data, headers] = localAIProvider(ttsSchema, input, voice);
break;
default:

View file

@ -6,7 +6,6 @@ import { fileConfigSchema } from './file-config';
import { specsConfigSchema } from './models';
import { FileSources } from './types/files';
import { TModelsConfig } from './types';
import { speech } from './api-endpoints';
export const defaultSocialLogins = ['google', 'facebook', 'openid', 'github', 'discord'];
@ -234,6 +233,15 @@ const ttsOpenaiSchema = z.object({
voices: z.array(z.string()),
});
const ttsAzureOpenAISchema = z.object({
instanceName: z.string(),
apiKey: z.string(),
deploymentName: z.string(),
apiVersion: z.string(),
model: z.string(),
voices: z.array(z.string()),
});
const ttsElevenLabsSchema = z.object({
url: z.string().optional(),
websocketUrl: z.string().optional(),
@ -260,18 +268,27 @@ const ttsLocalaiSchema = z.object({
const ttsSchema = z.object({
openai: ttsOpenaiSchema.optional(),
azureOpenAI: ttsAzureOpenAISchema.optional(),
elevenLabs: ttsElevenLabsSchema.optional(),
localai: ttsLocalaiSchema.optional(),
});
const sttOpenaiSchema = z.object({
url: z.string().optional(),
apiKey: z.string(),
model: z.string(),
});
const sttAzureOpenAISchema = z.object({
instanceName: z.string(),
apiKey: z.string(),
deploymentName: z.string(),
apiVersion: z.string(),
});
const sttSchema = z.object({
openai: z
.object({
url: z.string().optional(),
apiKey: z.string().optional(),
model: z.string().optional(),
})
.optional(),
openai: sttOpenaiSchema.optional(),
azureOpenAI: sttAzureOpenAISchema.optional(),
});
const speechTab = z
@ -846,6 +863,36 @@ export enum SettingsTabValues {
ACCOUNT = 'account',
}
export enum STTProviders {
/**
* Provider for OpenAI STT
*/
OPENAI = 'openai',
/**
* Provider for Microsoft Azure STT
*/
AZURE_OPENAI = 'azureOpenAI',
}
export enum TTSProviders {
/**
* Provider for OpenAI TTS
*/
OPENAI = 'openai',
/**
* Provider for Microsoft Azure OpenAI TTS
*/
AZURE_OPENAI = 'azureOpenAI',
/**
* Provider for ElevenLabs TTS
*/
ELEVENLABS = 'elevenlabs',
/**
* Provider for LocalAI TTS
*/
LOCALAI = 'localai',
}
/** Enum for app-wide constants */
export enum Constants {
/** Key for the app's version. */