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samir72
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7bb3812
1
Parent(s):
9e2fc27
Add app.py and requirements.txt for HF space
Browse files- app.py +139 -0
- requirements.txt +1 -0
app.py
ADDED
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import os
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import base64
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import tempfile
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import requests
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import gradio as gr
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from dotenv import load_dotenv
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from openai import AzureOpenAI # official OpenAI SDK, works with Azure endpoints
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# --- LLM call (Azure OpenAI with API key) -----------------------------------
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def summarize_audio_b64(audio_b64: str, sys_prompt: str, user_prompt: str) -> str:
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"""
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Calls Azure OpenAI Chat Completions with audio input (base64 mp3).
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"""
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load_dotenv()
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endpoint = os.getenv("AC_OPENAI_ENDPOINT")
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api_key = os.getenv("AC_OPENAI_API_KEY")
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deployment = os.getenv("AC_MODEL_DEPLOYMENT")
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api_version = os.getenv("AC_OPENAI_API_VERSION")
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if not endpoint or not api_key or not deployment:
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return "Server misconfiguration: required env vars missing."
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try:
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client = AzureOpenAI(
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api_key=api_key,
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api_version=api_version,
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azure_endpoint=endpoint,
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)
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system_message = sys_prompt.strip() if sys_prompt else (
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"You are an AI assistant with a charter to clearly analyze the customer enquiry."
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)
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user_text = user_prompt.strip() if user_prompt else "Summarize the audio content."
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response = client.chat.completions.create(
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model=deployment,
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messages=[
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{"role": "system", "content": system_message},
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{
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"role": "user",
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"content": [
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{"type": "text", "text": user_text},
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{
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"type": "input_audio",
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"input_audio": {"data": audio_b64, "format": "mp3"},
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},
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],
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},
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],
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)
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return response.choices[0].message.content
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except Exception as ex:
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return f"Error from Azure OpenAI: {ex}"
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# --- I/O helpers ------------------------------------------------------------
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def encode_audio_from_path(path: str) -> str:
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with open(path, "rb") as f:
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return base64.b64encode(f.read()).decode("utf-8")
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def download_to_temp_mp3(url: str) -> str:
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r = requests.get(url, stream=True, timeout=30)
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r.raise_for_status()
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with tempfile.NamedTemporaryFile(delete=False, suffix=".mp3") as tmp:
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for chunk in r.iter_content(chunk_size=8192):
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if chunk:
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tmp.write(chunk)
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return tmp.name
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def process_audio(upload_path, record_path, url, sys_prompt, user_prompt):
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tmp_to_cleanup = []
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try:
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audio_path = None
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if upload_path:
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audio_path = upload_path
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elif record_path:
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audio_path = record_path
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elif url and url.strip():
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audio_path = download_to_temp_mp3(url.strip())
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tmp_to_cleanup.append(audio_path)
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if not audio_path:
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return "Please provide an audio file via upload, recording, or URL."
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audio_b64 = encode_audio_from_path(audio_path)
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return summarize_audio_b64(audio_b64, sys_prompt, user_prompt)
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finally:
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for p in tmp_to_cleanup:
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try:
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if os.path.exists(p):
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os.remove(p)
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except Exception:
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pass
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# --- UI ---------------------------------------------------------------------
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with gr.Blocks(title="Audio Summarizer") as demo:
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gr.Markdown("# Audio File Summarizer (Azure OpenAI)")
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gr.Markdown("Upload a mp3, record audio, or paste a URL. The app sends base64 audio to Azure OpenAI.")
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with gr.Row():
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with gr.Column():
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upload_audio = gr.Audio(sources=["upload"], type="filepath", label="Upload mp3")
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with gr.Column():
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record_audio = gr.Audio(sources=["microphone"], type="filepath", label="Record Audio")
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with gr.Column():
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url_input = gr.Textbox(label="mp3 URL", placeholder="https://example.com/audio.mp3")
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with gr.Row():
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userprompt_input = gr.Textbox(
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label="User Prompt",
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value="Summarize the audio content",
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placeholder="e.g., Extract key points and action items",
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)
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sysprompt_input = gr.Textbox(
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label="System Prompt",
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value="You are an AI assistant with a listening charter to clearly analyze the customer enquiry.",
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)
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submit_btn = gr.Button("Summarize")
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output = gr.Textbox(label="Summary", lines=12)
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submit_btn.click(
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fn=process_audio,
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inputs=[upload_audio, record_audio, url_input, sysprompt_input, userprompt_input],
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outputs=output,
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)
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if __name__ == "__main__":
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demo.launch()
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requirements.txt
ADDED
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@@ -0,0 +1 @@
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python-dotenv==1.1.1 gradio==5.45.0 requests==2.32.5 azure-identity==1.25.0 azure-ai-projects==1.0.0 numpy==1.26.4 openai==1.107.3
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