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app.py

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+import gradio as gr
+from transformers import pipeline
+
+# Load a multilingual zero-shot classification model that supports French
+classifier = pipeline("zero-shot-classification", model="joeddav/xlm-roberta-large-xnli")
+
+# Skill classification function in French
+def classify_skills(text_input, candidate_labels):
+    labels = [label.strip() for label in candidate_labels.split(',')]
+    prediction = classifier(text_input, candidate_labels=labels)
+    
+    # Formatting output as a dictionary of skills and confidence scores
+    output = {prediction['labels'][i]: prediction['scores'][i] for i in range(len(prediction['labels']))}
+    return output
+
+# Examples related to skill classification in French
+examples = [["Je maîtrise l'utilisation d'Excel et d'autres outils bureautiques", "compétence bureautique, programmation, gestion de projet"]]
+
+# Custom CSS to give a distinct look and feel
+css = """
+footer {display:none !important}
+.output-markdown{display:none !important}
+.gr-button-primary {
+    z-index: 14;
+    height: 43px;
+    width: 130px;
+    left: 0px;
+    top: 0px;
+    padding: 0px;
+    cursor: pointer !important; 
+    background: #112c45 !important;
+    border: none !important;
+    text-align: center !important;
+    font-family: Poppins !important;
+    font-size: 14px !important;
+    font-weight: 500 !important;
+    color: #ffffff !important;
+    line-height: 1 !important;
+    border-radius: 12px !important;
+    transition: box-shadow 200ms ease 0s, background 200ms ease 0s !important;
+    box-shadow: none !important;
+}
+.gr-button-primary:hover{
+    background: #4285F4 !important;
+    box-shadow: 0px 1px 7px 0px rgba(0, 0, 0, 0.23) !important;
+}
+"""
+
+# Gradio interface for skill classification in French
+demo = gr.Interface(
+    fn=classify_skills, 
+    inputs=[gr.Textbox(label="Texte à classifier"), gr.Textbox(label="Compétences potentielles (séparées par des virgules)")], 
+    outputs=gr.Label(label="Résultat de Classification des Compétences"), 
+    title="Classification des Compétences | Modèle Multilingue", 
+    examples=examples, 
+    css=css
+)
+
+# Launch the interface
+demo.launch()

skillmate

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+Subproject commit a8cb9ff18dd37707d0e06a61f55bb714bef13429