mirror of
https://github.com/danny-avila/LibreChat.git
synced 2026-03-15 20:26:33 +01:00
🌊 feat: add Deepgram support for STT providers
This commit is contained in:
parent
56b60cf863
commit
25d51eff31
5 changed files with 244 additions and 19 deletions
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@ -2,6 +2,7 @@ const axios = require('axios');
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const fs = require('fs').promises;
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const fs = require('fs').promises;
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const FormData = require('form-data');
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const FormData = require('form-data');
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const { Readable } = require('stream');
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const { Readable } = require('stream');
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const { createClient } = require('@deepgram/sdk');
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const { extractEnvVariable, STTProviders } = require('librechat-data-provider');
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const { extractEnvVariable, STTProviders } = require('librechat-data-provider');
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const { getCustomConfig } = require('~/server/services/Config');
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const { getCustomConfig } = require('~/server/services/Config');
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const { genAzureEndpoint } = require('~/utils');
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const { genAzureEndpoint } = require('~/utils');
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@ -18,10 +19,14 @@ class STTService {
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*/
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*/
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constructor(customConfig) {
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constructor(customConfig) {
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this.customConfig = customConfig;
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this.customConfig = customConfig;
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this.providerStrategies = {
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this.apiStrategies = {
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[STTProviders.OPENAI]: this.openAIProvider,
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[STTProviders.OPENAI]: this.openAIProvider,
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[STTProviders.AZURE_OPENAI]: this.azureOpenAIProvider,
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[STTProviders.AZURE_OPENAI]: this.azureOpenAIProvider,
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};
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};
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this.sdkStrategies = {
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[STTProviders.DEEPGRAM]: this.deepgramSDKProvider,
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};
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}
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}
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/**
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/**
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@ -153,6 +158,61 @@ class STTService {
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return [url, formData, { ...headers, ...formData.getHeaders() }];
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return [url, formData, { ...headers, ...formData.getHeaders() }];
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}
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}
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async deepgramSDKProvider(sttSchema, audioReadStream, audioFile) {
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const apiKey = extractEnvVariable(sttSchema.apiKey) || '';
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const deepgram = createClient(apiKey);
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const configOptions = {
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// Model parameters
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model: sttSchema.model?.model,
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language: sttSchema.model?.language,
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detect_language: sttSchema.model?.detect_language,
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version: sttSchema.model?.version,
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// Formatting parameters
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smart_format: sttSchema.formatting?.smart_format,
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diarize: sttSchema.formatting?.diarize,
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filler_words: sttSchema.formatting?.filler_words,
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numerals: sttSchema.formatting?.numerals,
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punctuate: sttSchema.formatting?.punctuate,
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paragraphs: sttSchema.formatting?.paragraphs,
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profanity_filter: sttSchema.formatting?.profanity_filter,
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redact: sttSchema.formatting?.redact,
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utterances: sttSchema.formatting?.utterances,
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utt_split: sttSchema.formatting?.utt_split,
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// Custom vocabulary parameters
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replace: sttSchema.custom_vocabulary?.replace,
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keywords: sttSchema.custom_vocabulary?.keywords,
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// Intelligence parameters
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sentiment: sttSchema.intelligence?.sentiment,
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intents: sttSchema.intelligence?.intents,
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topics: sttSchema.intelligence?.topics,
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};
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[configOptions].forEach(this.removeUndefined);
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const { result, error } = await deepgram.listen.prerecorded.transcribeFile(
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Buffer.isBuffer(audioFile) ? audioFile : audioReadStream,
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configOptions,
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);
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if (error) {
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throw error;
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}
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return result.results?.channels[0]?.alternatives[0]?.transcript || '';
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}
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shouldUseSDK(provider, sttSchema) {
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if (provider !== STTProviders.OPENAI && provider !== STTProviders.AZURE_OPENAI) {
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return true;
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}
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return typeof sttSchema.url === 'string' && sttSchema.url.trim().length > 0;
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}
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/**
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/**
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* Sends an STT request to the specified provider.
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* Sends an STT request to the specified provider.
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* @async
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* @async
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@ -165,31 +225,34 @@ class STTService {
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* @throws {Error} If the provider is invalid, the response status is not 200, or the response data is missing.
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* @throws {Error} If the provider is invalid, the response status is not 200, or the response data is missing.
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*/
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*/
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async sttRequest(provider, sttSchema, { audioBuffer, audioFile }) {
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async sttRequest(provider, sttSchema, { audioBuffer, audioFile }) {
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const strategy = this.providerStrategies[provider];
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const useSDK = this.shouldUseSDK(provider, sttSchema);
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const strategy = useSDK ? this.sdkStrategies[provider] : this.apiStrategies[provider];
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if (!strategy) {
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if (!strategy) {
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throw new Error('Invalid provider');
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throw new Error('Invalid provider or implementation');
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}
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}
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const audioReadStream = Readable.from(audioBuffer);
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const audioReadStream = Readable.from(audioBuffer);
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audioReadStream.path = 'audio.wav';
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audioReadStream.path = 'audio.wav';
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const [url, data, headers] = strategy.call(this, sttSchema, audioReadStream, audioFile);
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if (useSDK) {
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return strategy.call(this, sttSchema, audioReadStream, audioFile);
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} else {
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const [url, data, headers] = strategy.call(this, sttSchema, audioReadStream, audioFile);
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try {
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try {
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const response = await axios.post(url, data, { headers });
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const response = await axios.post(url, data, { headers });
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if (response.status !== 200) {
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if (response.status !== 200) {
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throw new Error('Invalid response from the STT API');
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throw new Error('Invalid response from the STT API');
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}
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if (!response.data || !response.data.text) {
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throw new Error('Missing data in response from the STT API');
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}
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return response.data.text.trim();
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} catch (error) {
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logger.error(`STT request failed for provider ${provider}:`, error);
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throw error;
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}
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}
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if (!response.data || !response.data.text) {
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throw new Error('Missing data in response from the STT API');
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}
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return response.data.text.trim();
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} catch (error) {
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logger.error(`STT request failed for provider ${provider}:`, error);
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throw error;
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}
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}
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}
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}
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@ -21,6 +21,7 @@ class TTSService {
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[TTSProviders.AZURE_OPENAI]: this.azureOpenAIProvider.bind(this),
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[TTSProviders.AZURE_OPENAI]: this.azureOpenAIProvider.bind(this),
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[TTSProviders.ELEVENLABS]: this.elevenLabsProvider.bind(this),
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[TTSProviders.ELEVENLABS]: this.elevenLabsProvider.bind(this),
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[TTSProviders.LOCALAI]: this.localAIProvider.bind(this),
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[TTSProviders.LOCALAI]: this.localAIProvider.bind(this),
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[TTSProviders.ELEVENLABS]: this.elevenLabsProvider.bind(this),
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};
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};
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}
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}
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@ -247,6 +248,52 @@ class TTSService {
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return [url, data, headers];
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return [url, data, headers];
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}
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}
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deepgramProvider(ttsSchema, input, voice) {
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const baseUrl = ttsSchema?.url || 'https://api.deepgram.com/v1/speak';
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const params = {
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model: ttsSchema.model,
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voice: voice,
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language: ttsSchema.language,
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};
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const queryParams = Object.entries(params)
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.filter(([, value]) => value)
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.map(([key, value]) => `${key}=${value}`)
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.join('&');
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const url = queryParams ? `${baseUrl}?${queryParams}` : baseUrl;
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if (
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ttsSchema?.voices &&
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ttsSchema.voices.length > 0 &&
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!ttsSchema.voices.includes(voice) &&
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!ttsSchema.voices.includes('ALL')
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) {
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throw new Error(`Voice ${voice} is not available.`);
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}
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const data = {
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input,
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model: ttsSchema?.voices && ttsSchema.voices.length > 0 ? voice : undefined,
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language: ttsSchema?.language,
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media_settings: {
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bit_rate: ttsSchema?.media_settings?.bit_rate,
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sample_rate: ttsSchema?.media_settings?.sample_rate,
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},
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};
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const headers = {
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'Content-Type': 'application/json',
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Authorization: `Bearer ${extractEnvVariable(ttsSchema?.apiKey)}`,
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};
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if (extractEnvVariable(ttsSchema.apiKey) === '') {
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delete headers.Authorization;
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}
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return [url, data, headers];
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}
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/**
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/**
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* Sends a TTS request to the specified provider.
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* Sends a TTS request to the specified provider.
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* @async
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* @async
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48
package-lock.json
generated
48
package-lock.json
generated
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@ -13,6 +13,9 @@
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"client",
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"client",
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"packages/*"
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"packages/*"
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],
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],
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"dependencies": {
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"@deepgram/sdk": "^3.9.0"
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},
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"devDependencies": {
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"devDependencies": {
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"@axe-core/playwright": "^4.9.1",
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"@axe-core/playwright": "^4.9.1",
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"@playwright/test": "^1.38.1",
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"@playwright/test": "^1.38.1",
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@ -6635,6 +6638,44 @@
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"kuler": "^2.0.0"
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"kuler": "^2.0.0"
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}
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}
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},
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},
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"node_modules/@deepgram/captions": {
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"version": "1.2.0",
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"resolved": "https://registry.npmjs.org/@deepgram/captions/-/captions-1.2.0.tgz",
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"integrity": "sha512-8B1C/oTxTxyHlSFubAhNRgCbQ2SQ5wwvtlByn8sDYZvdDtdn/VE2yEPZ4BvUnrKWmsbTQY6/ooLV+9Ka2qmDSQ==",
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"license": "MIT",
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"dependencies": {
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"dayjs": "^1.11.10"
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},
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"engines": {
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"node": ">=18.0.0"
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}
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},
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"node_modules/@deepgram/sdk": {
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"version": "3.9.0",
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"resolved": "https://registry.npmjs.org/@deepgram/sdk/-/sdk-3.9.0.tgz",
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"integrity": "sha512-X/7JzoYjCObyEaPb2Dgnkwk2LwRe4bw0FJJCLdkjpnFfJCFgA9IWgRD8FEUI6/hp8dW/CqqXkGPA2Q3DIsVG8A==",
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"license": "MIT",
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"dependencies": {
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"@deepgram/captions": "^1.1.1",
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"@types/node": "^18.19.39",
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"cross-fetch": "^3.1.5",
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"deepmerge": "^4.3.1",
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"events": "^3.3.0",
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"ws": "^8.17.0"
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},
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"engines": {
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"node": ">=18.0.0"
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}
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},
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"node_modules/@deepgram/sdk/node_modules/@types/node": {
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"version": "18.19.65",
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"resolved": "https://registry.npmjs.org/@types/node/-/node-18.19.65.tgz",
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"integrity": "sha512-Ay5BZuO1UkTmVHzZJNvZKw/E+iB3GQABb6kijEz89w2JrfhNA+M/ebp18pfz9Gqe9ywhMC8AA8yC01lZq48J+Q==",
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"license": "MIT",
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"dependencies": {
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"undici-types": "~5.26.4"
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}
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},
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"node_modules/@dicebear/adventurer": {
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"node_modules/@dicebear/adventurer": {
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"version": "7.0.4",
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"version": "7.0.4",
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"resolved": "https://registry.npmjs.org/@dicebear/adventurer/-/adventurer-7.0.4.tgz",
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"resolved": "https://registry.npmjs.org/@dicebear/adventurer/-/adventurer-7.0.4.tgz",
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@ -17942,6 +17983,12 @@
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"url": "https://github.com/sponsors/kossnocorp"
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"url": "https://github.com/sponsors/kossnocorp"
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}
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}
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},
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},
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"node_modules/dayjs": {
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"version": "1.11.13",
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"resolved": "https://registry.npmjs.org/dayjs/-/dayjs-1.11.13.tgz",
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"integrity": "sha512-oaMBel6gjolK862uaPQOVTA7q3TZhuSvuMQAAglQDOWYO9A91IrAOUJEyKVlqJlHE0vq5p5UXxzdPfMH/x6xNg==",
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"license": "MIT"
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},
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"node_modules/debug": {
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"node_modules/debug": {
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"version": "4.3.7",
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"version": "4.3.7",
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"resolved": "https://registry.npmjs.org/debug/-/debug-4.3.7.tgz",
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"resolved": "https://registry.npmjs.org/debug/-/debug-4.3.7.tgz",
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@ -18067,7 +18114,6 @@
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"version": "4.3.1",
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"version": "4.3.1",
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"resolved": "https://registry.npmjs.org/deepmerge/-/deepmerge-4.3.1.tgz",
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"resolved": "https://registry.npmjs.org/deepmerge/-/deepmerge-4.3.1.tgz",
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"integrity": "sha512-3sUqbMEc77XqpdNO7FRyRog+eW3ph+GYCbj+rK+uYyRMuwsVy0rMiVtPn+QJlKFvWP/1PYpapqYn0Me2knFn+A==",
|
"integrity": "sha512-3sUqbMEc77XqpdNO7FRyRog+eW3ph+GYCbj+rK+uYyRMuwsVy0rMiVtPn+QJlKFvWP/1PYpapqYn0Me2knFn+A==",
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"dev": true,
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"engines": {
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"engines": {
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"node": ">=0.10.0"
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"node": ">=0.10.0"
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}
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}
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"admin/",
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"admin/",
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"packages/"
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"packages/"
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]
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]
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},
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"dependencies": {
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"@deepgram/sdk": "^3.9.0"
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}
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}
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}
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}
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@ -336,11 +336,28 @@ const ttsLocalaiSchema = z.object({
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backend: z.string(),
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backend: z.string(),
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});
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});
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const ttsDeepgramSchema = z
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.object({
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url: z.string().optional(),
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apiKey: z.string().optional(),
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voices: z.array(z.string()),
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model: z.string(),
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language: z.string().optional(),
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media_settings: z
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.object({
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bit_rate: z.number().optional(),
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sample_rate: z.number().optional(),
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})
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.optional(),
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})
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.optional();
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const ttsSchema = z.object({
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const ttsSchema = z.object({
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openai: ttsOpenaiSchema.optional(),
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openai: ttsOpenaiSchema.optional(),
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azureOpenAI: ttsAzureOpenAISchema.optional(),
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azureOpenAI: ttsAzureOpenAISchema.optional(),
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elevenlabs: ttsElevenLabsSchema.optional(),
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elevenlabs: ttsElevenLabsSchema.optional(),
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localai: ttsLocalaiSchema.optional(),
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localai: ttsLocalaiSchema.optional(),
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deepgram: ttsDeepgramSchema.optional(),
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});
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});
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const sttOpenaiSchema = z.object({
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const sttOpenaiSchema = z.object({
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@ -356,9 +373,50 @@ const sttAzureOpenAISchema = z.object({
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apiVersion: z.string(),
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apiVersion: z.string(),
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});
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});
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const sttDeepgramSchema = z.object({
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url: z.string().optional(),
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apiKey: z.string().optional(),
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model: z
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.object({
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model: z.string().optional(),
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||||||
|
language: z.string().optional(),
|
||||||
|
detect_language: z.boolean().optional(),
|
||||||
|
version: z.string().optional(),
|
||||||
|
})
|
||||||
|
.optional(),
|
||||||
|
formatting: z
|
||||||
|
.object({
|
||||||
|
smart_format: z.boolean().optional(),
|
||||||
|
diarize: z.boolean().optional(),
|
||||||
|
filler_words: z.boolean().optional(),
|
||||||
|
numerals: z.boolean().optional(),
|
||||||
|
punctuate: z.boolean().optional(),
|
||||||
|
paragraphs: z.boolean().optional(),
|
||||||
|
profanity_filter: z.boolean().optional(),
|
||||||
|
redact: z.boolean().optional(),
|
||||||
|
utterances: z.boolean().optional(),
|
||||||
|
utt_split: z.number().optional(),
|
||||||
|
})
|
||||||
|
.optional(),
|
||||||
|
custom_vocabulary: z
|
||||||
|
.object({
|
||||||
|
replace: z.array(z.string()).optional(),
|
||||||
|
keywords: z.array(z.string()).optional(),
|
||||||
|
})
|
||||||
|
.optional(),
|
||||||
|
intelligence: z
|
||||||
|
.object({
|
||||||
|
sentiment: z.boolean().optional(),
|
||||||
|
intents: z.boolean().optional(),
|
||||||
|
topics: z.boolean().optional(),
|
||||||
|
})
|
||||||
|
.optional(),
|
||||||
|
});
|
||||||
|
|
||||||
const sttSchema = z.object({
|
const sttSchema = z.object({
|
||||||
openai: sttOpenaiSchema.optional(),
|
openai: sttOpenaiSchema.optional(),
|
||||||
azureOpenAI: sttAzureOpenAISchema.optional(),
|
azureOpenAI: sttAzureOpenAISchema.optional(),
|
||||||
|
deepgram: sttDeepgramSchema.optional(),
|
||||||
});
|
});
|
||||||
|
|
||||||
const speechTab = z
|
const speechTab = z
|
||||||
|
|
@ -1054,6 +1112,10 @@ export enum STTProviders {
|
||||||
* Provider for Microsoft Azure STT
|
* Provider for Microsoft Azure STT
|
||||||
*/
|
*/
|
||||||
AZURE_OPENAI = 'azureOpenAI',
|
AZURE_OPENAI = 'azureOpenAI',
|
||||||
|
/**
|
||||||
|
* Provider for Deepgram STT
|
||||||
|
*/
|
||||||
|
DEEPGRAM = 'deepgram',
|
||||||
}
|
}
|
||||||
|
|
||||||
export enum TTSProviders {
|
export enum TTSProviders {
|
||||||
|
|
@ -1073,6 +1135,10 @@ export enum TTSProviders {
|
||||||
* Provider for LocalAI TTS
|
* Provider for LocalAI TTS
|
||||||
*/
|
*/
|
||||||
LOCALAI = 'localai',
|
LOCALAI = 'localai',
|
||||||
|
/**
|
||||||
|
* Provider for Deepgram TTS
|
||||||
|
*/
|
||||||
|
DEEPGRAM = 'deepgram',
|
||||||
}
|
}
|
||||||
|
|
||||||
/** Enum for app-wide constants */
|
/** Enum for app-wide constants */
|
||||||
|
|
|
||||||
Loading…
Add table
Add a link
Reference in a new issue