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app.py

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+#import os
+#os.system("python -m pip install --upgrade pip")
+#os.system("pip uninstall -y gradio")
+#os.system("pip install gradio==3.28.3")
+import gradio as gr
+
+from sentence_transformers import SentenceTransformer, util
+model = SentenceTransformer('all-MiniLM-L6-v2')
+
+def check_similarity(actual_answer, user_answer):
+    em_1 = model.encode(actual_answer)
+    em_2 = model.encode(user_answer)
+    cosine_scores = util.cos_sim(em_1, em_2)
+    result = cosine_scores.item()
+    result = result * 100
+    percentage = "{:.0f}".format(result)
+    return percentage
+
+input_actual_answer = gr.Textbox()
+input_user_answer = gr.Textbox()
+output_percentage = gr.Textbox()
+
+interface = gr.Interface(
+    fn=check_similarity,
+    inputs=[input_actual_answer, input_user_answer],
+    outputs=output_percentage
+)
+
+interface.launch()
+

requirements.txt

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+sentence-transformers