Update app.py
Browse files
app.py
CHANGED
@@ -2,16 +2,24 @@ import gradio as gr
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import requests
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import os
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API_URL = "https://api-inference.huggingface.co/models/gabehubner/trained-distilbert-model"
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headers = {"Authorization": f"Bearer {
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def classify_text(text):
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response = requests.post(API_URL, headers=headers, json={"inputs": text})
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if response.status_code != 200:
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return f"Error: {response.text}"
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results = response.json()
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interface = gr.Interface(
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fn=classify_text,
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@@ -22,4 +30,4 @@ interface = gr.Interface(
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)
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if __name__ == "__main__":
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interface.launch()
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import requests
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import os
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hf_token = os.getenv("HF_TOKEN")
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if hf_token is None:
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raise ValueError("HF_TOKEN is not set. Please add it as a secret in your Space settings.")
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API_URL = "https://api-inference.huggingface.co/models/gabehubner/trained-distilbert-model"
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headers = {"Authorization": f"Bearer {hf_token}"}
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def classify_text(text):
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response = requests.post(API_URL, headers=headers, json={"inputs": text})
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if response.status_code != 200:
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return f"Error: {response.text}"
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results = response.json()
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if isinstance(results, list) and results and isinstance(results[0], list) and results[0]:
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prediction = results[0][0] # Get the first prediction from the inner list
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return f"Label: {prediction['label']} (Confidence: {prediction['score']:.2f})"
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else:
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return f"Unexpected response format: {results}"
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interface = gr.Interface(
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fn=classify_text,
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)
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if __name__ == "__main__":
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interface.launch()
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