Update app.py

app.py

@@ -291,4 +291,26 @@ st.markdown("""
     <p>Made with ❤️ for spiritual seekers worldwide</p>
     <p>💎 <a href="#" style="color: #6366F1;">Upgrade to Pro</a> | 📧 [email protected] | 🌐 soulcompass.ai</p>
 </div>
-""", unsafe_allow_html=True)
+""", unsafe_allow_html=True)
+# app.py 內適當位置（例如新增一個 Tab 或在抽牌後呼叫）
+import rag_utils
+
+with st.expander("🔎 Tarot / Numerology 知識查詢（RAG）"):
+    q = st.text_input("輸入關鍵字（例如：new beginnings, career change, love advice ...）")
+    target = st.radio("資料庫", ["Tarot", "Numerology"], horizontal=True)
+    k = st.slider("Top K", 1, 5, 3)
+
+    if q:
+        if target == "Tarot":
+            hits = rag_utils.search_tarot(q, k=k)
+        else:
+            hits = rag_utils.search_numerology(q, k=k)
+
+        for h in hits:
+            st.markdown(f"**#{h['rank']} • score {h['score']:.3f}**")
+            if 'card_name' in h:
+                st.markdown(f"🃏 **{h['card_name']}**")
+            if 'number' in h:
+                st.markdown(f"🔢 **Number {h['number']}**")
+            st.write(h['text'])
+            st.markdown("---")