diff --git a/src/main/java/com/knowledge/base/application/service/LLMAppServiceImpl.java b/src/main/java/com/knowledge/base/application/service/LLMAppServiceImpl.java
index ed2dcdb..24607e2 100644
--- a/src/main/java/com/knowledge/base/application/service/LLMAppServiceImpl.java
+++ b/src/main/java/com/knowledge/base/application/service/LLMAppServiceImpl.java
@@ -54,7 +54,9 @@ public class LLMAppServiceImpl implements LLMAppService {
     @Override
     public SseEmitter ask(String llmToken, String question, Map<String, Object> params) throws Exception {
         SseEmitter emitter = new SseEmitter(300 * 1000L); // 超时时间设为5分钟
-        List<WorkspaceAttachment> pinnedDocs = pinDocsByKeywords(llmToken, ConstantConfig.DEFAULT_SLUG_ID, extractKeywords(question), question);
+        List<String> keywords = extractKeywords(question);
+        log.info("正在回答问题： question: {}, keywords: {}", question, JSONUtil.toJsonStr(keywords));
+        List<WorkspaceAttachment> pinnedDocs = pinDocsByKeywords(llmToken, ConstantConfig.DEFAULT_SLUG_ID, keywords, question);
 
         ThreadPoolUtil.execute(() -> {
             try {
@@ -72,6 +74,7 @@ public class LLMAppServiceImpl implements LLMAppService {
                 }
             } finally {
                 // 问题结束后，需要unpin掉
+                log.info("问题已回答完成： question: {}, pinnedDocs: {}", question, JSONUtil.toJsonStr(pinnedDocs));
                 pinnedDocs.forEach(doc -> {
                     try {
                         anythingLLMService.updatePin(llmToken, ConstantConfig.DEFAULT_SLUG_ID, doc.getDocpath(), false);