Updated app.py to add clustering

app.py

@@ -29,7 +29,10 @@ def sts_dataframe_udpate():
     return dataframe
 
 def clustering_dataframe_update():
-    pass
+    """
+    Returns clustering dataframe for clustering table. 
+    """
+    dataframe = pd.read_csv("data/clustering.csv")
 
 def retrieval_dataframe_update():
     pass
@@ -75,7 +78,7 @@ with block:
                     gr.Markdown("""
                     **Tabla Classification de Embeddings**
                     
-                    - **Métricas:** Spearman correlation based on cosine similarity.
+                    - **Métricas:** Accuracy. 
                     - **Idioma:** Español
                     """)
             with gr.Row():
@@ -91,7 +94,7 @@ with block:
                     gr.Markdown("""
                     **Tabla Classification de Embeddings**
                     
-                    - **Metricas:** .
+                    - **Metricas:** Spearman correlation basada en cosine similarity. 
                     - **Idioma:** Español
                     """)
             with gr.Row():
@@ -103,11 +106,18 @@ with block:
                         wrap=True,
                     )
         with gr.TabItem("Clustering"):
+            with gr.Row():
+                    gr.Markdown("""
+                    **Tabla Classification de Embeddings**
+                    
+                    - **Metricas:** V_measure.
+                    - **Idioma:** Español
+                    """)
             with gr.Row():
                 # Create and display a sample DataFrame
-                sts = clustering_dataframe_update()
+                clustering = clustering_dataframe_update()
                 data_overall = gr.components.Dataframe(
-                        sts,
+                        clustering,
                         type="pandas",
                         wrap=True,
                     )