Add INR formatting

agents/rag_agent.py

@@ -92,7 +92,21 @@ Answer:"""
     )
 
     def format_docs(docs):
-        return "\n\n".join(doc.page_content for doc in docs)
+        formatted = []
+        sources = set()
+
+        for doc in docs:
+            source = doc.metadata.get("source", "Unknown")
+            filename = os.path.basename(source)
+
+            sources.add(filename)
+            formatted.append(doc.page_content)
+
+        context = "\n\n".join(formatted)
+
+        source_text = "\n\nSources:\n" + "\n".join(f"- {s}" for s in sources)
+
+        return context + source_text
 
     # LCEL chain
     rag_chain = (

app.py

@@ -1,12 +1,18 @@
 import sys
 import os
 sys.path.append(os.path.dirname(os.path.abspath(__file__)))
+import streamlit as st
 
 import streamlit as st
 from agents.rag_agent import load_rag_agent
 from agents.sql_agent import load_sql_agent
 from agents.orchestrator import build_orchestrator
 
+import re
+
+def format_currency(text):
+    return re.sub(r"\$(\d+(?:,\d+)*(?:\.\d+)?)", r"₹\1", text)
+
 # ── PAGE CONFIG ──
 st.set_page_config(
     page_title="HDFC Banking Intelligence Assistant",
@@ -72,7 +78,7 @@ if query := st.chat_input("Ask your banking question here..."):
                 "response": ""
             })
 
-        response = result["response"]
+        response = format_currency(result["response"])
         agent_used = result["agent_used"].upper()
 
         # Show which agent handled it