Test

app.py

@@ -17,17 +17,18 @@ def text_preprocessing(text):
 
     return ' '.join(keywords)
 
+def concat_content(title, value):
+    return f"{title}: {value}"
+
 def df_to_text(df):
     text = []
+    titles = ["Product ID", "Product Name", "Brand", "Gender", "Price (INR)", "Description", "Primary Color"]
+    cols = ["ProductID", "ProductName", "ProductBrand", "Gender", "Price (INR)", "Description", "PrimaryColor"]
     for data in df:
-        text.append(f"Product ID: {data["ProductID"]} \n \
-            Product Name: {data["ProductName"]} \n \
-            Brand: {data["ProductBrand"]} \n \
-            Gender: {data["Gender"]} \n \
-            Price (INR): {data["Price (INR)"]} \n \
-            Description: {data["Description"]} \n \
-            Primary color: {data["PrimaryColor"]}")
-    return '\n\n'.join(text)
+        for title, col in zip(titles, cols):
+            text.append(concat_content(title, col))
+        text.append('')
+    return '\n'.join(text)
 
 
 df = pd.read_csv("data/dataset.csv").reset_index(drop=True)