Create app.py
Browse files
app.py
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import gradio as gr
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import requests
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import time
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import os
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from dotenv import load_dotenv
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# Load AssemblyAI API key from .env
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load_dotenv()
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ASSEMBLYAI_API_KEY = os.getenv("ASSEMBLYAI_API_KEY")
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if not ASSEMBLYAI_API_KEY:
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raise ValueError("Missing ASSEMBLYAI_API_KEY in environment variables.")
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def transcribe_with_assemblyai_file(file_path, api_key):
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headers = {"authorization": api_key}
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upload_url = "https://api.assemblyai.com/v2/upload"
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def read_file(filename, chunk_size=5242880):
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with open(filename, 'rb') as f:
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while True:
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data = f.read(chunk_size)
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if not data:
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break
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yield data
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print("Uploading file to AssemblyAI...")
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upload_response = requests.post(upload_url, headers=headers, data=read_file(file_path))
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audio_url = upload_response.json().get("upload_url")
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if not audio_url:
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return "Error during file upload."
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transcript_endpoint = "https://api.assemblyai.com/v2/transcript"
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transcript_request = {"audio_url": audio_url}
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transcript_response = requests.post(transcript_endpoint, json=transcript_request, headers=headers)
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transcript_id = transcript_response.json().get("id")
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if not transcript_id:
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return "Error initiating transcription."
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polling_url = f"{transcript_endpoint}/{transcript_id}"
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print("Transcription in progress...")
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while True:
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polling_response = requests.get(polling_url, headers=headers).json()
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status = polling_response.get("status")
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if status == "completed":
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return polling_response.get("text", "No transcription text available.")
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elif status == "error":
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return f"Error transcribing audio: {polling_response.get('error')}"
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time.sleep(5)
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def transcribe(audio_file_path):
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# If user provides no audio, fallback to CommodityReport.mp3
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file_path = audio_file_path if audio_file_path else "CommodityReport.mp3"
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return transcribe_with_assemblyai_file(file_path, ASSEMBLYAI_API_KEY)
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# Create a simplified UI without the upload button
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with gr.Blocks() as demo:
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gr.Markdown("# Transcription")
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# Instructions with HTML for better styling
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gr.HTML("""
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<div class="instructions-container">
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<h4 class="section-header">USING AN AUDIO FILE:</h4>
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<ul>
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<li>Upload an audio file by dropping it or uploading it in the panel below. (If you don't have an audio file, just click 'Transcribe' and it will transcribe a default file.)</li>
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<li>Click Transcribe</li>
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</ul>
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<h4 class="section-header">RECORD YOUR OWN AUDIO AND TRANSCRIBE IT:</h4>
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<ul>
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<li>Click the grey microphone icon in the middle above the 'Transcribe' button.</li>
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<li>Then click the 'Record' button and click the 'Stop' button when finished.</li>
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<li>Click Transcribe</li>
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</ul>
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</div>
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""")
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# Use the original Audio component but make it smaller
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audio_input = gr.Audio(
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label="", # Remove the label to reduce spacing
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type="filepath",
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interactive=True
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)
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# Add styling to make the audio box smaller and improve visuals
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gr.HTML("""
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<style>
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/* Style the instructions container */
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.instructions-container {
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background-color: #f8f9fa;
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padding: 5px;
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border-radius: 5px;
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margin-bottom: 5px;
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border-left: 4px solid #FF6B00;
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}
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/* Make the section headers larger */
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.section-header {
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font-size: 14px;
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font-weight: bold;
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margin-top: 5px;
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margin-bottom: 5px;
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color: #333;
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}
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/* Style list items */
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.instructions-container ul {
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margin-bottom: 5px;
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}
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.instructions-container li {
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margin-bottom: 5px;
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}
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/* Highlight the microphone icon */
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.audio-player-footer button:last-child svg {
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color: #888 !important;
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transform: scale(1.2);
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}
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/* Make the audio box smaller */
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.gradio-audio {
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max-height: 50px;
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overflow: hidden;
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}
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/* Ensure the audio controls remain visible */
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.audio-player-footer {
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position: relative;
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z-index: 10;
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}
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/* Make the Transcribe button more prominent */
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.gradio-button.primary {
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font-size: 16px;
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padding: 10px 20px;
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margin: 5px 0;
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background-color: #FF6B00;
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}
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</style>
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""")
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# Transcription controls - make button more prominent
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transcribe_button = gr.Button("Transcribe", variant="primary", size="lg")
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transcript_output = gr.Textbox(label="Transcript", lines=10)
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# Connect the transcribe button
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transcribe_button.click(fn=transcribe, inputs=audio_input, outputs=transcript_output)
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demo.launch()
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