3 files changed, 41 insertions, 5 deletions

diff --git a/src/agents/03-logs/agent.py b/src/agents/03-logs/agent.py
index f7e6538..1f19431 100644
--- a/src/agents/03-logs/agent.py
+++ b/src/agents/03-logs/agent.py
@@ -1,32 +1,57 @@
 # agent.py
 from openai import OpenAI
 import json
-from config import MODEL, BASE_URL, API_KEY
+import datetime
+from config import MODEL, BASE_URL, API_KEY, TEMPERATURE
 from tools import tools, available_functions
 
 class Agent:
-    def __init__(self, model=MODEL, base_url=BASE_URL, api_key=API_KEY):
+    def __init__(self, model=MODEL, base_url=BASE_URL, api_key=API_KEY, temperature=TEMPERATURE):
         self.client = OpenAI(base_url=base_url, api_key=api_key)
         self.model = model
+        self.temperature = temperature
         self.tools = tools
         self.available_functions = available_functions
+        self.logs = []
 
     def run(self, initial_prompt):
         messages = [{'role': 'user', 'content': initial_prompt}]
+        self.logs.append(messages[0])
         
         while True:
             response = self.client.chat.completions.create(
                 model=self.model,
                 messages=messages,
                 tools=self.tools,
+                temperature=self.temperature,
             )
 
             response_message = response.choices[0].message
             messages.append(response_message)
+            
+            log_entry = {
+                "role": "assistant",
+                "content": response_message.content,
+                "tool_calls": [{
+                    'id': tc.id,
+                    'type': tc.type,
+                    'function': {
+                        'name': tc.function.name,
+                        'arguments': tc.function.arguments
+                    }
+                } for tc in response_message.tool_calls] if response_message.tool_calls else None,
+                "response_metadata": {
+                    "model": response.model,
+                    "usage": dict(response.usage),
+                }
+            }
 
             model_reasoning = getattr(response_message, 'reasoning', None)
             if model_reasoning:
                 print(f"--- MODEL REASONING ---\n{model_reasoning}")
+                log_entry["reasoning"] = model_reasoning
+
+            self.logs.append(log_entry)
 
             if response_message.tool_calls:
                 print(f"--- LLM requested tool execution ---")
@@ -39,11 +64,20 @@ class Agent:
                     
                     print(f"Executing: {function_name}({function_args}) -> {function_output}")
 
-                    messages.append({
+                    tool_message = {
                         "tool_call_id": tool_call.id,
                         "role": "tool",
                         "content": str(function_output),
-                    })
+                    }
+                    messages.append(tool_message)
+                    self.logs.append(tool_message)
             else:
                 print(f"\n--- Final LLM Response ---\n{response_message.content}")
                 break
+    
+    def save_logs(self):
+        timestamp = datetime.datetime.now().strftime("%Y%m%d_%H%M%S")
+        log_file = f"output/log_{timestamp}.json"
+        with open(log_file, "w") as f:
+            json.dump(self.logs, f, indent=4)
+        print(f"\nLogs saved to {log_file}")
diff --git a/src/agents/03-logs/config.py b/src/agents/03-logs/config.py
index 682e5bf..5620126 100644
--- a/src/agents/03-logs/config.py
+++ b/src/agents/03-logs/config.py
@@ -2,3 +2,4 @@
 MODEL = 'qwen3:0.6b'
 BASE_URL = "http://127.0.0.1:11434/v1"
 API_KEY = "ollama"
+TEMPERATURE = 0.7
diff --git a/src/agents/03-logs/main.py b/src/agents/03-logs/main.py
index 6b85b95..d224048 100644
--- a/src/agents/03-logs/main.py
+++ b/src/agents/03-logs/main.py
@@ -4,4 +4,5 @@ from agent import Agent
 if __name__ == "__main__":
     user_prompt = "check if this username is valid 'jack'."
     agent = Agent()
-    agent.run(user_prompt)
\ No newline at end of file
+    agent.run(user_prompt)
+    agent.save_logs()
\ No newline at end of file