Update app.py

app.py

@@ -57,14 +57,12 @@ vectorstore = FAISS.load_local(
     allow_dangerous_deserialization=True
 )
 
-def analisi_finanziaria(query, k=2):
-    # Recupera i documenti più rilevanti
+def analisi_finanziaria(query, k=3):
+
     docs_found = vectorstore.similarity_search(query, k=k)
 
-    # Costruisci contesto concatenando i documenti
     context = "\n".join([doc.page_content for doc in docs_found])
 
-    # Costruisci prompt finale
     final_prompt = prompt.format(context=context, question=query)
 
     # Genera risposta
@@ -73,7 +71,7 @@ def analisi_finanziaria(query, k=2):
     
 iface = gr.Interface(
     fn=analisi_finanziaria,
-    inputs=gr.Textbox(label="Enter event or question"),
+    inputs=gr.Textbox(label="Enter event"),
     outputs=gr.Textbox(label="Prediction"),
     title="GRPO Financial Analyst",
     description="Enter a financial event, the GRPO model will analyze historical context and provide a prediction."