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Update app.py
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app.py
CHANGED
@@ -1,28 +1,30 @@
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import requests
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import gradio as gr
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import
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api_token = os.environ.get("TOKEN")
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API_URL = "https://api-inference.huggingface.co/models/meta-llama/Meta-llama-3-8B-Instruct"
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headers = {"Authorization": f"Bearer {api_token}"}
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def query(payload):
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response = requests.post(API_URL, headers=headers, json=payload)
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return response.json()
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else:
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raise Exception(f"Request failed with status code {response.status_code}: {response.text}")
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def detect_sentiment(message):
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prompt = f"Détecte le sentiment de ce message. Réponds par 'positif' ou 'négatif' :\nMessage : \"{message}\""
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response = query({"inputs": prompt})
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sentiment = generated_texts[0].strip().lower()
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return sentiment
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else:
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raise Exception("No generated_text found in API response")
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def sentiment_analysis_interface(message):
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sentiment = detect_sentiment(message)
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@@ -38,4 +40,6 @@ iface = gr.Interface(
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)
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# Lancer l'interface
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import requests
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import gradio as gr
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import spaces
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import os
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api_token = os.environ.get("TOKEN")
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API_URL = "https://api-inference.huggingface.co/models/meta-llama/Meta-llama-3-8B-Instruct"
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headers = {"Authorization": f"Bearer {api_token}"}
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@spaces.GPU
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def query(payload):
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response = requests.post(API_URL, headers=headers, json=payload)
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return response.json()
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def detect_sentiment(message):
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prompt = f"Détecte le sentiment de ce message. Réponds par 'positif' ou 'négatif' :\nMessage : \"{message}\""
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response = query({"inputs": prompt})
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sentiment = response[0]['generated_text'].strip().lower()
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return sentiment
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def sentiment_analysis_interface(message):
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sentiment = detect_sentiment(message)
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)
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# Lancer l'interface
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iface.launch()
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