diff --git a/headless/chat/src/main/java/com/tencent/supersonic/headless/chat/parser/llm/LLMSqlParser.java b/headless/chat/src/main/java/com/tencent/supersonic/headless/chat/parser/llm/LLMSqlParser.java
index 3f8d6a7af..5309a7426 100644
--- a/headless/chat/src/main/java/com/tencent/supersonic/headless/chat/parser/llm/LLMSqlParser.java
+++ b/headless/chat/src/main/java/com/tencent/supersonic/headless/chat/parser/llm/LLMSqlParser.java
@@ -38,17 +38,19 @@ public class LLMSqlParser implements SemanticParser {
             log.info("Generate query statement for dataSetId:{}", dataSetId);
 
             //3.invoke LLM service to do parsing.
-            LLMReq llmReq = requestService.getLlmReq(queryCtx, dataSetId);
-            recall(queryCtx, dataSetId, llmReq);
+            tryParse(queryCtx, dataSetId);
         } catch (Exception e) {
             log.error("Failed to parse query:", e);
         }
     }
 
-    private void recall(QueryContext queryCtx, Long dataSetId, LLMReq llmReq) {
+    private void tryParse(QueryContext queryCtx, Long dataSetId) {
         LLMRequestService requestService = ContextUtils.getBean(LLMRequestService.class);
         LLMResponseService responseService = ContextUtils.getBean(LLMResponseService.class);
         int maxRetries = ContextUtils.getBean(LLMParserConfig.class).getRecallMaxRetries();
+
+        LLMReq llmReq = requestService.getLlmReq(queryCtx, dataSetId);
+
         int currentRetry = 0;
         Map<String, LLMSqlResp> sqlRespMap = new HashMap<>();
         ParseResult parseResult = null;
@@ -60,9 +62,8 @@ public class LLMSqlParser implements SemanticParser {
                     //deduplicate the S2SQL result list and build parserInfo
                     sqlRespMap = responseService.getDeduplicationSqlResp(currentRetry, llmResp);
                     if (MapUtils.isNotEmpty(sqlRespMap)) {
-                        parseResult = ParseResult.builder()
-                                .dataSetId(dataSetId).llmReq(llmReq).llmResp(llmResp)
-                                .linkingValues(llmReq.getLinking()).build();
+                        parseResult = ParseResult.builder().dataSetId(dataSetId).llmReq(llmReq)
+                                .llmResp(llmResp).linkingValues(llmReq.getLinking()).build();
                         break;
                     }
                 }
@@ -71,12 +72,13 @@ public class LLMSqlParser implements SemanticParser {
             }
             currentRetry++;
         }
-        if (MapUtils.isNotEmpty(sqlRespMap)) {
-            for (Entry<String, LLMSqlResp> entry : sqlRespMap.entrySet()) {
-                String sql = entry.getKey();
-                double sqlWeight = entry.getValue().getSqlWeight();
-                responseService.addParseInfo(queryCtx, parseResult, sql, sqlWeight);
-            }
+        if (MapUtils.isEmpty(sqlRespMap)) {
+            return;
+        }
+        for (Entry<String, LLMSqlResp> entry : sqlRespMap.entrySet()) {
+            String sql = entry.getKey();
+            double sqlWeight = entry.getValue().getSqlWeight();
+            responseService.addParseInfo(queryCtx, parseResult, sql, sqlWeight);
         }
     }