Removed LLM call

app.py

@@ -151,10 +151,8 @@ class InterpretAgent(MCPAgent):
         self.data_info = None
         self.stats = None
         self.corr = None
-        # rule-based tools
         self.register_tool(MCPTool("interpret_statistics", "", self._int_stats))
         self.register_tool(MCPTool("interpret_correlation", "", self._int_corr))
-        # stubbed LLM tools
         self.register_tool(MCPTool("llm_interpret", "LLM stub", self._llm_interpret))
         self.register_tool(MCPTool("llm_report", "LLM stub", self._llm_report))
 
@@ -201,16 +199,12 @@ class DataAnalystDuo:
         self.I.connect(self.C)
 
     def run(self, url):
-        # 1) load data
         self.I.send_message("ComputeAgent", "request_data_load", {"url": url})
         self.C.process(); self.I.process()
-        # 2) stats
         self.I.send_message("ComputeAgent", "request_statistics", {})
         self.C.process(); self.I.process()
-        # 3) correlation
         self.I.send_message("ComputeAgent", "request_correlation", {})
         self.C.process(); self.I.process()
-        # 4) report
         self.C.send_message("InterpretAgent", "request_report", {"report_title": "Analysis Report"})
         self.I.process(); self.C.process()
         return {
@@ -236,4 +230,5 @@ demo = gr.Interface(
 
 if __name__ == "__main__":
     port = int(os.environ.get("PORT", 7860))
-    demo.launch(server_name="0.0.0.0", port=port)
+    # NOTE: use server_port instead of port in Gradio 4.13.0
+    demo.launch(server_name="0.0.0.0", server_port=port)