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de76a17
1
Parent(s):
cfb4e8c
audio+text in
Browse files
app.py
CHANGED
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@@ -1,7 +1,57 @@
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import gradio as gr
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import gradio as gr
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import requests
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import os
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# FastAPI endpoint
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API_URL = "https://nexa-omni.nexa4ai.com/process-audio/"
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def process_audio(audio_path, prompt=""):
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"""
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Send audio file to FastAPI backend for processing
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"""
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try:
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# Prepare the file for upload
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files = {
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'file': ('audio.wav', open(audio_path, 'rb'), 'audio/wav')
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}
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# Send prompt as form data
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data = {'prompt': prompt}
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# Make the request to FastAPI
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response = requests.post(API_URL, files=files, data=data)
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response.raise_for_status()
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return response.json()['response']
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except Exception as e:
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return f"Error processing audio: {str(e)}"
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finally:
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# Clean up the temporary file if it exists
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if audio_path and os.path.exists(audio_path):
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os.remove(audio_path)
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# Create Gradio interface
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demo = gr.Interface(
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fn=process_audio,
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inputs=[
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gr.Audio(
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type="filepath",
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label="Upload or Record Audio",
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sources=["upload", "microphone"]
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),
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gr.Textbox(
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placeholder="Enter prompt (optional)",
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label="Prompt",
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value="transcribe this audio in English and return me the transcription:"
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)
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],
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outputs=gr.Textbox(label="Response"),
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title="Audio Processing Service",
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description="Upload an audio file and optionally provide a prompt to analyze the audio content.",
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examples=[
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["path/to/example.wav", "transcribe this audio in English"],
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["path/to/example2.wav", "describe what this audio is about"]
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]
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)
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if __name__ == "__main__":
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demo.launch()
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