Create app.py

app.py

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+import gradio as gr
+from sentence_transformers import SentenceTransformer, util
+
+model = SentenceTransformer("paraphrase-MiniLM-L6-v2")
+
+def check_similarity(text1, text2):
+    emb1 = model.encode(text1)
+    emb2 = model.encode(text2)
+    score = util.cos_sim(emb1, emb2).item() * 100
+    return f"Similarity: {score:.2f}%"
+
+demo = gr.Interface(
+    fn=check_similarity,
+    inputs=[gr.Textbox(lines=6, label="Text 1"), gr.Textbox(lines=6, label="Text 2")],
+    outputs="text",
+    title="Free AI Plagiarism Checker",
+    description="Compare two texts using an AI model from Hugging Face."
+)
+
+demo.launch()