diff --git a/chat/server/src/main/java/com/tencent/supersonic/chat/server/executor/PlainTextExecutor.java b/chat/server/src/main/java/com/tencent/supersonic/chat/server/executor/PlainTextExecutor.java
index ac39df600..c3f2f889e 100644
--- a/chat/server/src/main/java/com/tencent/supersonic/chat/server/executor/PlainTextExecutor.java
+++ b/chat/server/src/main/java/com/tencent/supersonic/chat/server/executor/PlainTextExecutor.java
@@ -1,10 +1,14 @@
 package com.tencent.supersonic.chat.server.executor;
 
 import com.tencent.supersonic.chat.server.agent.Agent;
+import com.tencent.supersonic.chat.server.agent.MultiTurnConfig;
+import com.tencent.supersonic.chat.server.parser.ParserConfig;
+import com.tencent.supersonic.chat.server.persistence.repository.ChatQueryRepository;
 import com.tencent.supersonic.chat.server.pojo.ChatExecuteContext;
 import com.tencent.supersonic.chat.server.service.AgentService;
 import com.tencent.supersonic.common.util.ContextUtils;
 import com.tencent.supersonic.common.util.S2ChatModelProvider;
+import com.tencent.supersonic.headless.api.pojo.response.ParseResp;
 import com.tencent.supersonic.headless.api.pojo.response.QueryResult;
 import com.tencent.supersonic.headless.api.pojo.response.QueryState;
 import dev.langchain4j.data.message.AiMessage;
@@ -14,17 +18,29 @@ import dev.langchain4j.model.input.PromptTemplate;
 import dev.langchain4j.model.output.Response;
 
 import java.util.Collections;
+import java.util.List;
+import java.util.stream.Collectors;
+
+import static com.tencent.supersonic.chat.server.parser.ParserConfig.PARSER_MULTI_TURN_ENABLE;
 
 public class PlainTextExecutor implements ChatExecutor {
 
+    private static final String INSTRUCTION = ""
+            + "#Role: You are a nice person to talked to.\n"
+            + "#Task: You will have a small talk with the user, please respond quickly and nicely."
+            + "#History Conversations: %s\n"
+            + "#Current User Input: %s\n"
+            + "#Your response: ";
+
     @Override
     public QueryResult execute(ChatExecuteContext chatExecuteContext) {
         if (!"PLAIN_TEXT".equals(chatExecuteContext.getParseInfo().getQueryMode())) {
             return null;
         }
 
-        Prompt prompt = PromptTemplate.from(chatExecuteContext.getQueryText())
-                .apply(Collections.EMPTY_MAP);
+        String promptStr = String.format(INSTRUCTION, getHistoryInputs(chatExecuteContext),
+                chatExecuteContext.getQueryText());
+        Prompt prompt = PromptTemplate.from(promptStr).apply(Collections.EMPTY_MAP);
 
         AgentService agentService = ContextUtils.getBean(AgentService.class);
         Agent chatAgent = agentService.getAgent(chatExecuteContext.getAgentId());
@@ -39,4 +55,40 @@ public class PlainTextExecutor implements ChatExecutor {
 
         return result;
     }
+
+    private String getHistoryInputs(ChatExecuteContext chatExecuteContext) {
+        StringBuilder historyInput = new StringBuilder();
+
+        AgentService agentService = ContextUtils.getBean(AgentService.class);
+        Agent chatAgent = agentService.getAgent(chatExecuteContext.getAgentId());
+
+        ParserConfig parserConfig = ContextUtils.getBean(ParserConfig.class);
+        MultiTurnConfig agentMultiTurnConfig = chatAgent.getMultiTurnConfig();
+        Boolean globalMultiTurnConfig = Boolean.valueOf(parserConfig.getParameterValue(PARSER_MULTI_TURN_ENABLE));
+        Boolean multiTurnConfig = agentMultiTurnConfig != null
+                ? agentMultiTurnConfig.isEnableMultiTurn() : globalMultiTurnConfig;
+
+        if (Boolean.TRUE.equals(multiTurnConfig)) {
+            List<ParseResp> parseResps = getHistoryParseResult(chatExecuteContext.getChatId(), 5);
+            parseResps.stream().forEach(p -> {
+                historyInput.append(p.getQueryText());
+                historyInput.append(";");
+            });
+        }
+
+        return historyInput.toString();
+    }
+
+    private List<ParseResp> getHistoryParseResult(int chatId, int multiNum) {
+        ChatQueryRepository chatQueryRepository = ContextUtils.getBean(ChatQueryRepository.class);
+        List<ParseResp> contextualParseInfoList = chatQueryRepository.getContextualParseInfo(chatId)
+                .stream().filter(p -> p.getState() != ParseResp.ParseState.FAILED).collect(Collectors.toList());
+
+        List<ParseResp> contextualList = contextualParseInfoList.subList(0,
+                Math.min(multiNum, contextualParseInfoList.size()));
+        Collections.reverse(contextualList);
+
+        return contextualList;
+    }
+
 }
diff --git a/chat/server/src/main/java/com/tencent/supersonic/chat/server/parser/PlainTextParser.java b/chat/server/src/main/java/com/tencent/supersonic/chat/server/parser/PlainTextParser.java
index f46fd4f04..3acc5fb03 100644
--- a/chat/server/src/main/java/com/tencent/supersonic/chat/server/parser/PlainTextParser.java
+++ b/chat/server/src/main/java/com/tencent/supersonic/chat/server/parser/PlainTextParser.java
@@ -4,7 +4,9 @@ import com.tencent.supersonic.chat.server.pojo.ChatParseContext;
 import com.tencent.supersonic.headless.api.pojo.SemanticParseInfo;
 import com.tencent.supersonic.headless.api.pojo.response.ParseResp;
 
+
 public class PlainTextParser implements ChatParser {
+
     @Override
     public void parse(ChatParseContext chatParseContext, ParseResp parseResp) {
         if (chatParseContext.getAgent().containsAnyTool()) {
@@ -15,4 +17,5 @@ public class PlainTextParser implements ChatParser {
         parseInfo.setQueryMode("PLAIN_TEXT");
         parseResp.getSelectedParses().add(parseInfo);
     }
+
 }
diff --git a/launchers/standalone/src/main/java/com/tencent/supersonic/demo/SmallTalkDemo.java b/launchers/standalone/src/main/java/com/tencent/supersonic/demo/SmallTalkDemo.java
new file mode 100644
index 000000000..336731d86
--- /dev/null
+++ b/launchers/standalone/src/main/java/com/tencent/supersonic/demo/SmallTalkDemo.java
@@ -0,0 +1,36 @@
+package com.tencent.supersonic.demo;
+
+import com.alibaba.fastjson.JSONObject;
+import com.google.common.collect.Lists;
+import com.tencent.supersonic.auth.api.authentication.pojo.User;
+import com.tencent.supersonic.chat.server.agent.Agent;
+import com.tencent.supersonic.chat.server.agent.AgentConfig;
+
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.core.annotation.Order;
+import org.springframework.stereotype.Component;
+
+@Component
+@Slf4j
+@Order(2)
+public class SmallTalkDemo extends S2BaseDemo {
+
+    public void doRun() {
+        Agent agent = new Agent();
+        agent.setName("来闲聊");
+        agent.setDescription("直接与大模型对话，验证连通性");
+        agent.setStatus(1);
+        agent.setEnableSearch(0);
+        AgentConfig agentConfig = new AgentConfig();
+        agent.setAgentConfig(JSONObject.toJSONString(agentConfig));
+        agent.setExamples(Lists.newArrayList("如何才能变帅",
+                "如何才能赚更多钱", "如何才能世界和平"));
+
+        agentService.createAgent(agent, User.getFakeUser());
+    }
+
+    @Override
+    boolean checkNeedToRun() {
+        return true;
+    }
+}
diff --git a/launchers/standalone/src/main/resources/application-local.yaml b/launchers/standalone/src/main/resources/application-local.yaml
index bcb538601..449e2e06a 100644
--- a/launchers/standalone/src/main/resources/application-local.yaml
+++ b/launchers/standalone/src/main/resources/application-local.yaml
@@ -71,7 +71,7 @@ s2:
       path: /tmp
 
   demo:
-    names: S2VisitsDemo,S2ArtistDemo
+    names: S2VisitsDemo,S2ArtistDemo,SmallTalkDemo
     enableLLM: true
 
 # swagger配置