diff --git a/mm_agents/agent.py b/mm_agents/agent.py
index ff92673..c769827 100644
--- a/mm_agents/agent.py
+++ b/mm_agents/agent.py
@@ -568,7 +568,7 @@ class PromptAgent:
             top_p = payload["top_p"]
             temperature = payload["temperature"]
 
-            misrtal_messages = []
+            mistral_messages = []
 
             for i, message in enumerate(messages):
                 mistral_message = {
@@ -579,13 +579,8 @@ class PromptAgent:
                 for part in message["content"]:
                     mistral_message['content'] = part['text'] if part['type'] == "text" else ""
 
-                misrtal_messages.append(mistral_message)
+                mistral_messages.append(mistral_message)
 
-            # openai.api_base = "http://localhost:8000/v1"
-            # response = openai.ChatCompletion.create(
-            #     messages=misrtal_messages,
-            #     model="Mixtral-8x7B-Instruct-v0.1"
-            # )
 
             from openai import OpenAI
 
@@ -593,12 +588,23 @@ class PromptAgent:
                             base_url='https://api.together.xyz',
                             )
             logger.info("Generating content with Mistral model: %s", self.model)
-
-            response = client.chat.completions.create(
-                messages=misrtal_messages,
-                model=self.model,
-                max_tokens=max_tokens
-            )
+            
+            flag = 0
+            while True:
+                try:
+                    if flag > 20: break
+                    response = client.chat.completions.create(
+                        messages=mistral_messages,
+                        model=self.model,
+                        max_tokens=max_tokens
+                    )
+                    break
+                except:
+                    if flag == 0:
+                        mistral_messages = [mistral_messages[0]] + mistral_messages[-1:]
+                    else:
+                        mistral_messages[-1]["content"] = ' '.join(mistral_messages[-1]["content"].split()[:-500])
+                    flag = flag + 1
 
             try:
                 return response.choices[0].message.content