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feat: add audio example with whisper (#25)
* feat: whisper example * feat: whisper working example * feat: whisper demo impl * fix: fal config proxy * chore: add app router info to readme * fix: proxy url example
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'use client'; | ||
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import * as fal from '@fal-ai/serverless-client'; | ||
import { useCallback, useMemo, useState } from 'react'; | ||
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fal.config({ | ||
// credentials: 'FAL_KEY_ID:FAL_KEY_SECRET', | ||
requestMiddleware: fal.withProxy({ | ||
targetUrl: '/api/fal/proxy', | ||
}), | ||
}); | ||
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type ErrorProps = { | ||
error: any; | ||
}; | ||
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function Error(props: ErrorProps) { | ||
if (!props.error) { | ||
return null; | ||
} | ||
return ( | ||
<div | ||
className="p-4 mb-4 text-sm text-red-800 rounded bg-red-50 dark:bg-gray-800 dark:text-red-400" | ||
role="alert" | ||
> | ||
<span className="font-medium">Error</span> {props.error.message} | ||
</div> | ||
); | ||
} | ||
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type RecorderOptions = { | ||
maxDuration?: number; | ||
}; | ||
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function useMediaRecorder({ maxDuration = 10000 }: RecorderOptions = {}) { | ||
const [isRecording, setIsRecording] = useState(false); | ||
const [mediaRecorder, setMediaRecorder] = useState<MediaRecorder | null>( | ||
null | ||
); | ||
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const record = useCallback(async () => { | ||
setIsRecording(true); | ||
const stream = await navigator.mediaDevices.getUserMedia({ audio: true }); | ||
const audioChunks: BlobPart[] = []; | ||
const recorder = new MediaRecorder(stream); | ||
setMediaRecorder(recorder); | ||
return new Promise<File>((resolve, reject) => { | ||
try { | ||
recorder.addEventListener('dataavailable', (event) => { | ||
audioChunks.push(event.data); | ||
}); | ||
recorder.addEventListener('stop', async () => { | ||
const fileOptions = { type: 'audio/wav' }; | ||
const audioBlob = new Blob(audioChunks, fileOptions); | ||
const audioFile = new File( | ||
[audioBlob], | ||
`recording_${Date.now()}.wav`, | ||
fileOptions | ||
); | ||
setIsRecording(false); | ||
resolve(audioFile); | ||
}); | ||
setTimeout(() => { | ||
recorder.stop(); | ||
recorder.stream.getTracks().forEach((track) => track.stop()); | ||
}, maxDuration); | ||
recorder.start(); | ||
} catch (error) { | ||
reject(error); | ||
} | ||
}); | ||
}, [maxDuration]); | ||
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const stopRecording = useCallback(() => { | ||
setIsRecording(false); | ||
mediaRecorder?.stop(); | ||
mediaRecorder?.stream.getTracks().forEach((track) => track.stop()); | ||
}, [mediaRecorder]); | ||
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return { record, stopRecording, isRecording }; | ||
} | ||
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export default function WhisperDemo() { | ||
const [loading, setLoading] = useState(false); | ||
const [error, setError] = useState<Error | null>(null); | ||
const [logs, setLogs] = useState<string[]>([]); | ||
const [audioFile, setAudioFile] = useState<File | null>(null); | ||
const [result, setResult] = useState<any>(null); // eslint-disable-line @typescript-eslint/no-explicit-any | ||
const [elapsedTime, setElapsedTime] = useState<number>(0); | ||
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const { record, stopRecording, isRecording } = useMediaRecorder(); | ||
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const reset = () => { | ||
setLoading(false); | ||
setError(null); | ||
setLogs([]); | ||
setElapsedTime(0); | ||
setResult(null); | ||
}; | ||
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const audioFileLocalUrl = useMemo(() => { | ||
if (!audioFile) { | ||
return null; | ||
} | ||
return URL.createObjectURL(audioFile); | ||
}, [audioFile]); | ||
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const transcribeAudio = async (audioFile: File) => { | ||
reset(); | ||
setLoading(true); | ||
const start = Date.now(); | ||
try { | ||
const result = await fal.subscribe('110602490-whisper', { | ||
input: { | ||
file_name: 'recording.wav', | ||
url: audioFile, | ||
}, | ||
pollInterval: 1000, | ||
logs: true, | ||
onQueueUpdate(update) { | ||
setElapsedTime(Date.now() - start); | ||
if ( | ||
update.status === 'IN_PROGRESS' || | ||
update.status === 'COMPLETED' | ||
) { | ||
setLogs((update.logs || []).map((log) => log.message)); | ||
} | ||
}, | ||
}); | ||
setResult(result); | ||
console.log(result); | ||
} catch (error: any) { | ||
setError(error); | ||
} finally { | ||
setLoading(false); | ||
setElapsedTime(Date.now() - start); | ||
} | ||
}; | ||
return ( | ||
<div className="min-h-screen dark:bg-gray-900 bg-gray-100"> | ||
<main className="container dark:text-gray-50 text-gray-900 flex flex-col items-center justify-center w-full flex-1 py-10 space-y-8"> | ||
<h1 className="text-4xl font-bold mb-8"> | ||
Hello <code className="text-pink-600">fal</code> and{' '} | ||
<code className="text-indigo-500">whisper</code> | ||
</h1> | ||
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<div className="flex flex-row space-x-2"> | ||
<button | ||
onClick={async (e) => { | ||
e.preventDefault(); | ||
try { | ||
if (isRecording) { | ||
stopRecording(); | ||
} else { | ||
const recordedAudio = await record(); | ||
setAudioFile(recordedAudio); | ||
} | ||
} catch (e: any) { | ||
setError(e); | ||
} | ||
}} | ||
className="bg-indigo-600 hover:bg-indigo-700 text-white font-bold text-lg py-3 px-6 mx-auto rounded focus:outline-none focus:shadow-outline disabled:opacity-70" | ||
disabled={loading} | ||
> | ||
{isRecording ? 'Stop Recording' : 'Record'} | ||
</button> | ||
<button | ||
onClick={async (e) => { | ||
e.preventDefault(); | ||
if (audioFile) { | ||
try { | ||
await transcribeAudio(audioFile); | ||
} catch (e: any) { | ||
setError(e); | ||
} | ||
} | ||
}} | ||
className="bg-indigo-600 hover:bg-indigo-700 text-white font-bold text-lg py-3 px-6 mx-auto rounded focus:outline-none focus:shadow-outline disabled:opacity-70" | ||
disabled={loading || !audioFile} | ||
> | ||
{loading ? 'Transcribing...' : 'Transcribe'} | ||
</button> | ||
</div> | ||
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{audioFileLocalUrl && ( | ||
<div className="text-lg w-full my-2"> | ||
<audio className="mx-auto" controls src={audioFileLocalUrl} /> | ||
</div> | ||
)} | ||
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<Error error={error} /> | ||
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<div className="w-full flex flex-col space-y-4"> | ||
<div className="space-y-2"> | ||
<h3 className="text-xl font-light">JSON Result</h3> | ||
<p className="text-sm text-current/80"> | ||
{`Elapsed Time (seconds): ${(elapsedTime / 1000).toFixed(2)}`} | ||
</p> | ||
<pre className="text-sm bg-black/70 text-white/80 font-mono h-96 rounded whitespace-pre overflow-auto w-full"> | ||
{result | ||
? JSON.stringify(result, null, 2) | ||
: '// result pending...'} | ||
</pre> | ||
</div> | ||
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<div className="space-y-2"> | ||
<h3 className="text-xl font-light">Logs</h3> | ||
<pre className="text-sm bg-black/70 text-white/80 font-mono h-60 rounded whitespace-pre overflow-auto w-full"> | ||
{logs.filter(Boolean).join('\n')} | ||
</pre> | ||
</div> | ||
</div> | ||
</main> | ||
</div> | ||
); | ||
} |