diff --git a/.vscode/settings.json b/.vscode/settings.json
index 7b48ec4c..6d49d14c 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -10,6 +10,7 @@
     "Izakaya",
     "Jajarkot",
     "jsonv",
+    "Juárez",
     "Karnali",
     "Kita",
     "Kurunegala",
diff --git a/src/utils/langchain/chains/deep/prompt.ts b/src/utils/langchain/chains/deep/prompt.ts
index b333d5fb..7dd4f129 100644
--- a/src/utils/langchain/chains/deep/prompt.ts
+++ b/src/utils/langchain/chains/deep/prompt.ts
@@ -13,25 +13,37 @@ export const tridentDeepExampleList: Array<{
   {
     input: "Area: Sudan",
     output: `[out:json][timeout:30000];
-relation["boundary"="administrative"]["name"="Sudan"];
+relation["boundary"="administrative"]["admin_level"=2]["name"="Sudan"];
 out geom;`,
   },
   {
     input: "Area: Lebanon",
     output: `[out:json][timeout:30000];
-relation["boundary"="administrative"]["name"="Lebanon"];
+relation["boundary"="administrative"]["admin_level"=2]["name"="Lebanon"];
+out geom;`,
+  },
+  {
+    input: "Area: Kosovo",
+    output: `[out:json][timeout:30000];
+relation["boundary"="administrative"]["admin_level"=2]["name"="Kosovo"];
+out geom;`,
+  },
+  {
+    input: "Area: Nepal",
+    output: `[out:json][timeout:30000];
+relation["boundary"="administrative"]["admin_level"=2]["name"="Nepal"];
 out geom;`,
   },
   {
     input: "Area: New York City",
     output: `[out:json][timeout:30000];
-relation["boundary"="administrative"]["name"="City of New York"];
+relation["boundary"="administrative"]["admin_level"=5]["name"="City of New York"];
 out geom;`,
   },
   {
     input: "Area: Tokyo",
     output: `[out:json][timeout:30000];
-relation["boundary"="administrative"]["name"="Tokyo"];
+relation["boundary"="administrative"]["admin_level"=4]["name"="Tokyo"];
 out geom;`,
   },
   {
@@ -95,7 +107,16 @@ out geom;`,
 area["name:en"="Nepal"]->.outer;
 area["name:en"="Karnali Province"]->.inner;
 (
-  relation["boundary"="administrative"]["name:en"="Western Rukum District"](area.inner)(area.outer);
+  relation["boundary"="administrative"]["name"="Western Rukum District"](area.inner)(area.outer);
+);
+out geom;`,
+  },
+  {
+    input: "Nepal, UNICEF facilities",
+    output: `[out:json][timeout:30000];
+area["name"="Nepal"]->.searchArea;
+(
+  nwr["name"~"UNICEF"](area.searchArea);
 );
 out geom;`,
   },
@@ -371,7 +392,7 @@ export const loadTridentDeepPrompt = async (embeddings: Embeddings) => {
   const memoryVectorStore = new MemoryVectorStore(embeddings);
   const exampleSelector = new SemanticSimilarityExampleSelector({
     vectorStore: memoryVectorStore,
-    k: 3,
+    k: 5,
     inputKeys: ["input"],
   });
   const examplePrompt = PromptTemplate.fromTemplate(
diff --git a/src/utils/langchain/chains/inner/prompt.ts b/src/utils/langchain/chains/inner/prompt.ts
index c5634d15..0ed36821 100644
--- a/src/utils/langchain/chains/inner/prompt.ts
+++ b/src/utils/langchain/chains/inner/prompt.ts
@@ -105,6 +105,15 @@ ColorForConcern: Embassies, lightblue
 AreaWithConcern: Lebanon, Military facilities
 EmojiForConcern: Military facilities, 🪖
 ColorForConcern: Military facilities, yellow`,
+  },
+  {
+    input: "コソボの大使館を表示して",
+    output: `ConfirmHelpful: 地図の作成が完了しました。他にご要望はありますか？私たちは皆さんのお役に立つことができましたでしょうか？
+TitleOfMap: コソボの大使館
+Area: Kosovo
+AreaWithConcern: Kosovo, Embassies
+EmojiForConcern: Embassies, 🏢
+ColorForConcern: Embassies, lightblue`,
   },
   {
     input: `ネパールのユニセフの施設の地図を表示します。`,