Initial deployment of customer support chatbot

agent.py

@@ -11,6 +11,9 @@ class SupportAgent:
     """Customer support agent with MCP tool integration."""
     
     def __init__(self, mcp_client: MCPClient, auth_handler: AuthHandler):
+        # Initialize OpenAI client
+        # Traces are automatically sent to OpenAI dashboard when using the Python SDK
+        # View them at: https://platform.openai.com/logs/traces
         self.client = OpenAI(api_key=OPENAI_API_KEY)
         self.model = OPENAI_MODEL
         self.mcp_client = mcp_client
@@ -226,6 +229,9 @@ Be friendly, professional, and helpful. Provide clear, concise answers."""
         
         try:
             # Call OpenAI with tool calling
+            # Traces are automatically sent to OpenAI dashboard
+            # View traces at: https://platform.openai.com/logs/traces
+            # All API calls are automatically traced - no additional configuration needed
             response = self.client.chat.completions.create(
                 model=self.model,
                 messages=messages,
@@ -295,6 +301,7 @@ Be friendly, professional, and helpful. Provide clear, concise answers."""
                 messages.append(message)
                 messages.extend(tool_results)
                 
+                # Final response - automatically traced
                 final_response = self.client.chat.completions.create(
                     model=self.model,
                     messages=messages

config.py

@@ -16,5 +16,10 @@ MCP_SERVER_URL = os.getenv("MCP_SERVER_URL", "https://vipfapwm3x.us-east-1.awsap
 HF_TOKEN = os.getenv("HF_TOKEN", "")
 
 # OpenAI Model
-OPENAI_MODEL = "gpt-4o-mini"
+OPENAI_MODEL = "gpt-4.1-mini"
+
+# OpenAI Tracing Configuration
+# Set OPENAI_TRACING=true to enable tracing (default: enabled)
+# Tracing allows you to see detailed logs in OpenAI dashboard
+OPENAI_TRACING = os.getenv("OPENAI_TRACING", "true").lower() == "true"