diff --git a/config.ini b/config.ini
index 335defe..fe5307f 100644
--- a/config.ini
+++ b/config.ini
@@ -3,9 +3,9 @@ is_local = True
 provider_name = ollama
 provider_model = deepseek-r1:14b
 provider_server_address = 127.0.0.1:5000
-agent_name = jarvis
+agent_name = Friday
 recover_last_session = True
 save_session = False
 speak = True
 listen = False
-work_dir = None 
\ No newline at end of file
+work_dir = none 
\ No newline at end of file
diff --git a/exemples/find_file.png b/exemples/find_file.png
deleted file mode 100644
index 11be4fc..0000000
Binary files a/exemples/find_file.png and /dev/null differ
diff --git a/exemples/search_and_planner.png b/exemples/search_and_planner.png
deleted file mode 100644
index 8fced31..0000000
Binary files a/exemples/search_and_planner.png and /dev/null differ
diff --git a/media/exemples/basic_web_search.png b/media/exemples/basic_web_search.png
new file mode 100644
index 0000000..c1eaab2
Binary files /dev/null and b/media/exemples/basic_web_search.png differ
diff --git a/media/exemples/files_interaction.png b/media/exemples/files_interaction.png
new file mode 100644
index 0000000..ac57958
Binary files /dev/null and b/media/exemples/files_interaction.png differ
diff --git a/media/exemples/find_files.png b/media/exemples/find_files.png
new file mode 100644
index 0000000..d5b4406
Binary files /dev/null and b/media/exemples/find_files.png differ
diff --git a/exemples/whale_readme.jpg b/media/whale_readme.jpg
similarity index 100%
rename from exemples/whale_readme.jpg
rename to media/whale_readme.jpg
diff --git a/requirements.txt b/requirements.txt
index e122ccd..97e15e6 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -13,7 +13,10 @@ flask==3.1.0
 soundfile==0.13.1
 protobuf==3.20.3
 termcolor==2.5.0
+ipython==9.0.2
 gliclass==0.1.8
+pyaudio==0.2.14
+librosa==0.10.2.post1
 # if use chinese
 ordered_set
 pypinyin
diff --git a/setup.py b/setup.py
index 1c346cc..b5f3076 100644
--- a/setup.py
+++ b/setup.py
@@ -30,6 +30,9 @@ setup(
         "protobuf==3.20.3",
         "termcolor==2.5.0",
         "gliclass==0.1.8",
+        "ipython==7.16.1",
+        "pyaudio-0.2.14",
+        "librosa==0.10.2.post1"
     ],
     extras_require={
         "chinese": [
diff --git a/sources/agents/agent.py b/sources/agents/agent.py
index fa5d7d2..37205c3 100644
--- a/sources/agents/agent.py
+++ b/sources/agents/agent.py
@@ -3,10 +3,13 @@ from typing import Tuple, Callable
 from abc import abstractmethod
 import os
 import random
+import time
 
 from sources.memory import Memory
 from sources.utility import pretty_print
 
+random.seed(time.time())
+
 class executorResult:
     """
     A class to store the result of a tool execution.
@@ -106,7 +109,6 @@ class Agent():
         if speech_module is None:
             return
         messages = ["Please be patient sir, I am working on it.",
-                    "At it, sir. In the meantime, how about a joke?",
                     "Computing... I recommand you have a coffee while I work.",
                     "Hold on, I’m crunching numbers.",
                     "Working on it sir, please let me think."]
diff --git a/sources/agents/casual_agent.py b/sources/agents/casual_agent.py
index b603317..314c3b8 100644
--- a/sources/agents/casual_agent.py
+++ b/sources/agents/casual_agent.py
@@ -18,22 +18,23 @@ class CasualAgent(Agent):
             "file_finder": FileFinder(),
             "bash": BashInterpreter()
         }
-        self.role = "talking, advices and philosophical"
+        self.role = "talking, advices, events and philosophical"
     
     def process(self, prompt, speech_module) -> str:
         complete = False
-        exec_success = False
         self.memory.push('user', prompt)
 
         self.wait_message(speech_module)
         while not complete:
-            if exec_success:
-                complete = True
             animate_thinking("Thinking...", color="status")
             answer, reasoning = self.llm_request()
             exec_success, _ = self.execute_modules(answer)
             answer = self.remove_blocks(answer)
             self.last_answer = answer
+            complete = True
+            for tool in self.tools.values():
+                if tool.found_executable_blocks():
+                    complete = False # AI read results and continue the conversation
         return answer, reasoning
 
 if __name__ == "__main__":
diff --git a/sources/agents/code_agent.py b/sources/agents/code_agent.py
index ca49b7f..13e2d20 100644
--- a/sources/agents/code_agent.py
+++ b/sources/agents/code_agent.py
@@ -32,6 +32,7 @@ class CoderAgent(Agent):
             animate_thinking("Thinking...", color="status")
             self.wait_message(speech_module)
             answer, reasoning = self.llm_request()
+            animate_thinking("Executing code...", color="status")
             exec_success, _ = self.execute_modules(answer)
             answer = self.remove_blocks(answer)
             self.last_answer = answer
diff --git a/sources/agents/file_agent.py b/sources/agents/file_agent.py
index 3f69ac1..cc16adb 100644
--- a/sources/agents/file_agent.py
+++ b/sources/agents/file_agent.py
@@ -30,6 +30,10 @@ class FileAgent(Agent):
             exec_success, _ = self.execute_modules(answer)
             answer = self.remove_blocks(answer)
             self.last_answer = answer
+            complete = True
+            for name, tool in self.tools.items():
+                if tool.found_executable_blocks():
+                    complete = False # AI read results and continue the conversation
         return answer, reasoning
 
 if __name__ == "__main__":
diff --git a/sources/agents/planner_agent.py b/sources/agents/planner_agent.py
index d82b4e9..aaafc3a 100644
--- a/sources/agents/planner_agent.py
+++ b/sources/agents/planner_agent.py
@@ -81,6 +81,9 @@ class PlannerAgent(Agent):
             speech_module.speak(f"I will {task_name}. I assigned the {task['agent']} agent to the task.")
             try:
                 self.agents[task['agent'].lower()].process(agent_prompt, None)
+                pretty_print(f"-- Agent answer ---\n\n", color="output")
+                self.agents[task['agent'].lower()].show_answer()
+                pretty_print(f"\n\n", color="output")
             except Exception as e:
                 pretty_print(f"Error: {e}", color="failure")
                 speech_module.speak(f"I encountered an error: {e}")
diff --git a/sources/router.py b/sources/router.py
index 8db0ec3..2ebd991 100644
--- a/sources/router.py
+++ b/sources/router.py
@@ -80,7 +80,7 @@ if __name__ == "__main__":
     Hey could you search the web for the latest news on the stock market ?
     """,
     """
-    hey can you give dating advice ?
+    hey can you give give a list of the files in the current directory ?
     """,
     """
     Make a cool game to illustrate the current relation between USA and europe
diff --git a/sources/text_to_speech.py b/sources/text_to_speech.py
index 13ba1a4..6bc4527 100644
--- a/sources/text_to_speech.py
+++ b/sources/text_to_speech.py
@@ -40,8 +40,7 @@ class Speech():
         )
         for i, (gs, ps, audio) in enumerate(generator):
             audio_file = 'sample.wav'
-            print(audio_file)
-            display(Audio(data=audio, rate=24000, autoplay=i==0))
+            display(Audio(data=audio, rate=24000, autoplay=i==0), display_id=False)
             sf.write(audio_file, audio, 24000) # save each audio file
             if platform.system().lower() != "windows":
                 subprocess.call(["afplay", audio_file])
diff --git a/sources/tools/PyInterpreter.py b/sources/tools/PyInterpreter.py
index 8d47bda..2c250c9 100644
--- a/sources/tools/PyInterpreter.py
+++ b/sources/tools/PyInterpreter.py
@@ -1,5 +1,6 @@
 
 import sys
+import os
 import re
 from io import StringIO
 
@@ -25,10 +26,15 @@ class PyInterpreter(Tools):
             return "Code rejected by user."
         stdout_buffer = StringIO()
         sys.stdout = stdout_buffer
+        global_vars = {
+            '__builtins__': __builtins__,
+            'os': os,
+            'sys': sys,
+        }
         code = '\n\n'.join(codes)
         try:
             try:
-                buffer = exec(code)
+                buffer = exec(code, global_vars)
                 if buffer is not None:
                     output = buffer + '\n'
             except Exception as e:
diff --git a/sources/tools/fileFinder.py b/sources/tools/fileFinder.py
index 715b343..273356c 100644
--- a/sources/tools/fileFinder.py
+++ b/sources/tools/fileFinder.py
@@ -62,7 +62,6 @@ class FileFinder(Tools):
         file_path = None
         excluded_files = [".pyc", ".o", ".so", ".a", ".lib", ".dll", ".dylib", ".so", ".git"]
         for root, dirs, files in os.walk(directory_path):
-            print(f"Root: {root}, Files: {files}")
             for file in files:
                 if any(excluded_file in file for excluded_file in excluded_files):
                     continue
diff --git a/sources/tools/tools.py b/sources/tools/tools.py
index c6856e0..92acaba 100644
--- a/sources/tools/tools.py
+++ b/sources/tools/tools.py
@@ -39,6 +39,7 @@ class Tools():
         self.messages = []
         self.config = configparser.ConfigParser()
         self.current_dir = self.create_work_dir()
+        self.excutable_blocks_found = False
     
     def check_config_dir_validity(self):
         """
@@ -129,6 +130,14 @@ class Tools():
             print(f"Saving code block to: {save_path}")
             with open(os.path.join(directory, save_path_file), 'w') as f:
                 f.write(block)
+    
+    def found_executable_blocks(self):
+        """
+        Check if executable blocks were found.
+        """
+        tmp = self.excutable_blocks_found
+        self.excutable_blocks_found = False
+        return tmp
 
     def load_exec_block(self, llm_text: str) -> tuple[list[str], str | None]:
         """
@@ -178,6 +187,7 @@ class Tools():
             if ':' in content.split('\n')[0]:
                 save_path = content.split('\n')[0].split(':')[1]
                 content = content[content.find('\n')+1:]
+            self.excutable_blocks_found = True
             code_blocks.append(content)
             start_index = end_pos + len(end_tag)
         return code_blocks, save_path
diff --git a/sources/tools/webSearch.py b/sources/tools/webSearch.py
index 2411902..4544d1f 100644
--- a/sources/tools/webSearch.py
+++ b/sources/tools/webSearch.py
@@ -6,9 +6,13 @@ import dotenv
 dotenv.load_dotenv()
 
 if __name__ == "__main__":
+    import sys
+    sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+    from utility import animate_thinking, pretty_print
     from tools import Tools
 else:
     from sources.tools.tools import Tools
+    from sources.utility import animate_thinking, pretty_print
 
 class webSearch(Tools):
     def __init__(self, api_key: str = None):
@@ -24,6 +28,7 @@ class webSearch(Tools):
             return "Error: No SerpApi key provided."
         for block in blocks:
             query = block.strip()
+            pretty_print(f"Searching for: {query}", color="status")
             if not query:
                 return "Error: No search query provided."
 
@@ -32,19 +37,21 @@ class webSearch(Tools):
                 params = {
                     "q": query,
                     "api_key": self.api_key,
-                    "num": 1,
+                    "num": 100,
                     "output": "json"
                 }
                 response = requests.get(url, params=params)
                 response.raise_for_status()
 
                 data = response.json()
+                results = []
                 if "organic_results" in data and len(data["organic_results"]) > 0:
-                    first_result = data["organic_results"][0]
-                    title = first_result.get("title", "No title")
-                    snippet = first_result.get("snippet", "No snippet available")
-                    link = first_result.get("link", "No link available")
-                    return f"Title: {title}\nSnippet: {snippet}\nLink: {link}"
+                    for result in data["organic_results"][:50]:
+                        title = result.get("title", "No title")
+                        snippet = result.get("snippet", "No snippet available")
+                        link = result.get("link", "No link available")
+                        results.append(f"Title: {title}\nSnippet: {snippet}\nLink: {link}")
+                    return "\n\n".join(results)
                 else:
                     return "No results found for the query."
             except requests.RequestException as e:
@@ -65,6 +72,6 @@ class webSearch(Tools):
 if __name__ == "__main__":
     search_tool = webSearch(api_key=os.getenv("SERPAPI_KEY"))
     query = "when did covid start"
-    result = search_tool.execute(query, safety=True)
+    result = search_tool.execute([query], safety=True)
     feedback = search_tool.interpreter_feedback(result)
     print(feedback)
\ No newline at end of file
diff --git a/sources/utility.py b/sources/utility.py
index 7b7d696..a9a29c0 100644
--- a/sources/utility.py
+++ b/sources/utility.py
@@ -2,6 +2,9 @@
 from colorama import Fore
 from termcolor import colored
 import platform
+import threading
+import itertools
+import time
 
 
 def pretty_print(text, color = "info"):
@@ -49,44 +52,41 @@ def pretty_print(text, color = "info"):
             color = "default"
         print(colored(text, color_map[color]))
 
-def animate_thinking(text="thinking...", color="status", duration=2):
+def animate_thinking(text, color="status", duration=2):
     """
-    Display an animated "thinking..." indicator.
-
+    Display an animated "thinking..." indicator in a separate thread.
     Args:
-        text (str): Text to display (default: "thinking...")
-        color (str): Color for the text (matches pretty_print colors)
+        text (str): Text to display
+        color (str): Color for the text
         duration (float): How long to animate in seconds
     """
-    import time
-    import itertools
+    def _animate():
+        color_map = {
+            "success": (Fore.GREEN, "green"),
+            "failure": (Fore.RED, "red"),
+            "status": (Fore.LIGHTGREEN_EX, "light_green"),
+            "code": (Fore.LIGHTBLUE_EX, "light_blue"),
+            "warning": (Fore.YELLOW, "yellow"),
+            "output": (Fore.LIGHTCYAN_EX, "cyan"),
+            "default": (Fore.RESET, "black"),
+            "info": (Fore.CYAN, "cyan")
+        }
 
-    color_map = {
-        "success": (Fore.GREEN, "green"),
-        "failure": (Fore.RED, "red"),
-        "status": (Fore.LIGHTGREEN_EX, "light_green"),
-        "code": (Fore.LIGHTBLUE_EX, "light_blue"),
-        "warning": (Fore.YELLOW, "yellow"),
-        "output": (Fore.LIGHTCYAN_EX, "cyan"),
-        "default": (Fore.RESET, "black"),
-        "info": (Fore.CYAN, "cyan")
-    }
+        fore_color, term_color = color_map[color]
+        spinner = itertools.cycle(['⠋', '⠙', '⠹', '⠸', '⠼', '⠴', '⠦', '⠧', '⠇', '⠏'])
+        end_time = time.time() + duration
 
-    if color not in color_map:
-        color = "info"
-
-    fore_color, term_color = color_map[color]
-    spinner = itertools.cycle(['⠋', '⠙', '⠹', '⠸', '⠼', '⠴', '⠦', '⠧', '⠇', '⠏'])
-    end_time = time.time() + duration
-
-    while time.time() < end_time:
-        symbol = next(spinner)
-        if platform.system().lower() != "windows":
-            print(f"\r{fore_color}{symbol} {text}{Fore.RESET}", end="", flush=True)
-        else:
-            print(colored(f"\r{symbol} {text}", term_color), end="", flush=True)
-        time.sleep(0.1)
-    print()
+        while time.time() < end_time:
+            symbol = next(spinner)
+            if platform.system().lower() != "windows":
+                print(f"\r{fore_color}{symbol} {text}{Fore.RESET}", end="", flush=True)
+            else:
+                print(colored(f"\r{symbol} {text}", term_color), end="", flush=True)
+            time.sleep(0.1)
+        print()
+    animation_thread = threading.Thread(target=_animate)
+    animation_thread.daemon = True
+    animation_thread.start()
 
 def timer_decorator(func):
     """