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Create app.py
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app.py
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import gradio as gr
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import requests
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import os
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# -------------------------
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# Hugging Face API setup
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# -------------------------
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# Replace with your org/model name
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API_URL = "https://api-inference.huggingface.co/models/DS553-Music-Bot/chord_classifier"
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# Expect your HF token as an environment variable (set in HF Space secrets or GitHub Actions)
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HF_TOKEN = os.environ.get("HF_TOKEN")
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if HF_TOKEN is None:
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raise ValueError("❌ HF_TOKEN not set. Please add it to your Hugging Face Space or GitHub secrets.")
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headers = {"Authorization": f"Bearer {HF_TOKEN}"}
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# -------------------------
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# Query function
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# -------------------------
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def query_chord(message: str, history: list[tuple[str, str]]):
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"""
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Send note input to Hugging Face Inference API, return predicted chord.
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"""
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payload = {"inputs": message}
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try:
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response = requests.post(API_URL, headers=headers, json=payload, timeout=30)
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except Exception as e:
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return f"❌ Request failed: {str(e)}"
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if response.status_code == 200:
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try:
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result = response.json()
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# Expecting the model repo to return {"label": "Cmaj"} style JSON
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if isinstance(result, dict) and "label" in result:
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return f"🎵 Identified chord: **{result['label']}**"
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else:
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return f"⚠️ Unexpected API response: {result}"
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except Exception as e:
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return f"⚠️ Error parsing API response: {str(e)}"
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else:
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return f"❌ Error {response.status_code}: {response.text}"
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# -------------------------
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# Gradio ChatInterface
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# -------------------------
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chatbot = gr.ChatInterface(
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fn=query_chord,
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title="🎶 Chord Bot (API Version)",
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description="Enter 2+ notes (e.g., C E G or Db F Ab C). "
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"This version queries the Hugging Face Inference API "
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"for chord classification."
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)
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if __name__ == "__main__":
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chatbot.launch()
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