Similarity type selector

app.py

@@ -35,8 +35,15 @@ suggestions = {
 # Widget para seleccionar el número de resultados
 n_results = st.number_input('Number of recommendations', min_value=1, max_value=100, value=10)
 
+# Widget para seleccionar el método de similitud
+similarity_method = st.radio("Select Similarity Method", ["Cosine Similarity", "Euclidean Similarity"])
+
+# Asignar el valor de la constante apropiada basado en la selección del usuario
+if similarity_method == "Cosine Similarity":
+    similarity = COSINE_SIMILARITY
+else:
+    similarity = EUCLIDEAN_SIMILARITY
+
 if st.button('Get Recommendations'):
-    # st.write("Debugging Suggestions:", suggestions)
-    recommendations = get_recommendations_text(suggestions, n_results=n_results, similarity=EUCLIDEAN_SIMILARITY)
-    # st.write("Debugging Recommendations:\n", recommendations)
+    recommendations = get_recommendations_text(suggestions, n_results=n_results, similarity=similarity)
     st.markdown(recommendations.replace("\n", "\n\n"))