aggiunto delay tra le invocazioni ai tool

agent.py

@@ -1,6 +1,7 @@
 import os
 from dotenv import load_dotenv
 import traceback
+import time
 
 from typing import Annotated,Sequence, TypedDict
 
@@ -22,6 +23,8 @@ GEMINI_MODEL = os.environ.get("GEMINI_MODEL")
 GEMINI_BASE_URL = os.environ.get("GEMINI_BASE_URL")
 GEMINI_TEMPERATURE = float(os.environ.get("GEMINI_TEMPERATURE"))
 
+TOOLS_CALL_DELAY = 1.5
+
 #
 # Inizializza il modello e gli associa i tool
 #
@@ -59,7 +62,7 @@ class AgentState(TypedDict):
 def call_tool(state: AgentState):
     outputs = []
     # Iterate over the tool calls in the last message
-    for tool_call in state["messages"][-1].tool_calls:
+    for i, tool_call in enumerate(state["messages"][-1].tool_calls):
         # Get the tool by name
         tool_result = tools_by_name[tool_call["name"]].invoke(tool_call["args"])
 
@@ -74,6 +77,11 @@ def call_tool(state: AgentState):
                 tool_call_id=tool_call["id"],
             )
         )
+
+        # Add a delay after each tool call, but not after the very last one
+        if i < len(state["messages"][-1].tool_calls) - 1:
+            time.sleep(TOOLS_CALL_DELAY)
+
     return {"messages": outputs}