diff --git a/pilot/model/llm_out/chatglm_llm.py b/pilot/model/llm_out/chatglm_llm.py
index 59032f9e8..dcc4a88bc 100644
--- a/pilot/model/llm_out/chatglm_llm.py
+++ b/pilot/model/llm_out/chatglm_llm.py
@@ -35,7 +35,7 @@ def chatglm_generate_stream(
     # # Add history conversation
     hist = []
     once_conversation = []
-    for message in messages:
+    for message in messages[:-2]:
         if len(message) <= 0:
             continue
 
@@ -51,7 +51,7 @@ def chatglm_generate_stream(
         # else:
         #     once_conversation.append(f"""###system:{message} """)
 
-    query = messages[-1].split("human:")[1]
+    query = messages[-2].split("human:")[1]
     print("Query Message: ", query)
     # output = ""
     # i = 0
diff --git a/plugins/DB-GPT-Plugin-ByteBase.zip b/plugins/DB-GPT-Plugin-ByteBase.zip
index 60ce2816d..c341b044b 100644
Binary files a/plugins/DB-GPT-Plugin-ByteBase.zip and b/plugins/DB-GPT-Plugin-ByteBase.zip differ