Update app.py

app.py

@@ -23,7 +23,7 @@ model = load_model()
 embeddings = model.encode([sentence1, sentence2])
 
 # Calculate Sharpened Cosine Similarity (SCS)
-def sharpened_cosine_similarity(s, k, q=1e-5, p=2):
+def sharpened_cosine_similarity(s, k, q=1e-6, p=3):
     cosine_sim = np.dot(s, k) / (np.linalg.norm(s) * np.linalg.norm(k))
     return np.sign(cosine_sim) * np.power(np.abs(cosine_sim) / (np.linalg.norm(s) + q), p)