From fae9118c282594d68a632875ca7d79fda1db4833 Mon Sep 17 00:00:00 2001
From: feelshana <151412598@qq.com>
Date: Thu, 29 May 2025 17:21:00 +0800
Subject: [PATCH] =?UTF-8?q?(feature)(chat)agent=E8=AE=B0=E5=BF=86=E7=AE=A1?=
 =?UTF-8?q?=E7=90=86=E5=90=AF=E7=94=A8=E7=9A=84few-shot=E4=BC=98=E5=85=88?=
 =?UTF-8?q?=EF=BC=8C=E9=81=BF=E5=85=8Dshffle=E8=BF=87=E7=A8=8B=E7=9A=84?=
 =?UTF-8?q?=E9=9A=8F=E6=9C=BA=E6=80=A7=E5=AF=BC=E8=87=B4=E8=A2=AB=E5=85=A8?=
 =?UTF-8?q?=E5=B1=80=E7=9A=84few-shot=E6=9B=BF=E4=BB=A3?=
MIME-Version: 1.0
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---
 .../supersonic/headless/chat/parser/llm/PromptHelper.java     | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/headless/chat/src/main/java/com/tencent/supersonic/headless/chat/parser/llm/PromptHelper.java b/headless/chat/src/main/java/com/tencent/supersonic/headless/chat/parser/llm/PromptHelper.java
index 3f0ba7911..c5d935b3b 100644
--- a/headless/chat/src/main/java/com/tencent/supersonic/headless/chat/parser/llm/PromptHelper.java
+++ b/headless/chat/src/main/java/com/tencent/supersonic/headless/chat/parser/llm/PromptHelper.java
@@ -51,7 +51,9 @@ public class PromptHelper {
         // use random collection of exemplars for each self-consistency inference
         for (int i = 0; i < selfConsistencyNumber; i++) {
             List<Text2SQLExemplar> shuffledList = new ArrayList<>(exemplars);
-            Collections.shuffle(shuffledList);
+            // only shuffle the exemplars from config
+            List<Text2SQLExemplar> subList=shuffledList.subList(llmReq.getDynamicExemplars().size(),shuffledList.size());
+            Collections.shuffle(subList);
             results.add(shuffledList.subList(0, Math.min(shuffledList.size(), fewShotNumber)));
         }