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diff --git a/chatgpt_code_interface/driver.py b/chatgpt_code_interface/driver.py
new file mode 100644
index 0000000..a355598
--- /dev/null
+++ b/chatgpt_code_interface/driver.py
@@ -0,0 +1,135 @@
+from selenium.webdriver.common.keys import Keys
+
+from undetected_chromedriver import Chrome
+from selenium.webdriver.chrome.options import Options
+from selenium.webdriver.common.by import By
+import bs4
+import re
+import time
+
+from exec_python_code import create_namespace, run_code
+from exec_term_code import run_shell_command
+from formating_tools import isolate_code_bloc
+
+from selenium.webdriver.support.ui import WebDriverWait
+from selenium.webdriver.support import expected_conditions as EC
+
+def better_send_keys(element, text):
+    lines = text.split("\n")
+    for i, line in enumerate(lines):
+        element.send_keys(line)
+        if i != len(lines)-1:
+            element.send_keys(Keys.SHIFT + Keys.ENTER)
+
+class GPTDriver:
+    def __init__(self, headless=False, data_dir="selenium1"):
+        time.sleep(1)
+        chrome_options = Options()
+
+        if headless :
+            chrome_options.add_argument("--headless")
+
+
+        chrome_options.add_argument(f"user-data-dir={data_dir}")
+
+        self.driver = Chrome(options=chrome_options, use_subprocess=True)
+        #full screen
+        self.driver.maximize_window()
+
+    def wait_answer(self):
+        """Wait until the answer is ready"""
+        xpath = """//*[@id="__next"]/div[2]/div[2]/main/div[2]/form/div/div[1]/button/div"""
+        while True:
+            try:
+                element = self.driver.find_element(By.XPATH, xpath)
+                #if element contain "stop generating" then continue
+                if "stop generating" in element.text.lower():
+                    time.sleep(0.1)
+                    continue
+                return element
+            except:
+                time.sleep(0.1)
+                continue
+
+    def create_user_data_dir(self, data_dir="selenium1"):
+        """Create a user data dir for selenium"""
+        chrome_options = Options()
+        chrome_options.add_argument(f"user-data-dir={data_dir}")
+        chrome_options.add_argument("--disable-images")
+        self.driver = Chrome(options=chrome_options)
+        self.driver.set_window_size(600, 1000)
+        self.driver.get("https://chat.openai.com/chat")
+        time.sleep(60)
+        self.driver.quit()
+
+    def connect(self):
+        self.driver.get("https://chat.openai.com/chat")
+
+    def get_chat(self):
+        """Get the chat history"""
+        soup = bs4.BeautifulSoup(self.driver.page_source, "html.parser")
+        chat = soup.find("div", class_=re.compile("flex flex-col items-center text-sm"))
+        return chat
+
+    def get_last_chat(self):
+        """Get the last chat message"""
+        soup = bs4.BeautifulSoup(self.driver.page_source, "html.parser")
+        #last chat is the last div with class = " group w-full text-gray-800 dark:text-gray-100 border-b border-black/10 dark:border-gray-900/50 bg-gray-50 dark:bg-[#444654]"
+        chat = soup.find_all("div", class_="""group w-full text-gray-800 dark:text-gray-100 border-b border-black/10 dark:border-gray-900/50 bg-gray-50 dark:bg-[#444654]""")[-1]
+        return chat
+
+    def send_message(self, txt):
+        textarea = self.driver.find_element(By.XPATH, '//*[@id="__next"]/div[2]/div[2]/main/div[2]/form/div/div[2]/textarea')
+        better_send_keys(textarea, txt)
+        time.sleep(1)
+        button_send = self.driver.find_element(By.XPATH, '//*[@id="__next"]/div[2]/div[2]/main/div[2]/form/div/div[2]/button')
+        button_send.click()
+
+    def add_run_button(self):
+        #html of a big red button with border-radius of 10%, green background and white text pady by 10px up and padx by 10px left
+        button_html = '<button id="continueButton" style="position: fixed; bottom: 10px; right: 10px; font-size: 2em; background-color: green; color: white; border-radius: 10%;">Continue</button>'
+        xpath = """//*[@id="__next"]/div[2]/div[2]/main/div[2]/div/span"""
+
+        # Find the element using the given XPath
+        element = None
+        while not element:
+            try:
+                element = self.driver.find_element(By.XPATH, xpath)
+            except:
+                time.sleep(0.1)
+
+        # Inject the button after the element found using the XPath
+        self.driver.execute_script(f"arguments[0].insertAdjacentHTML('afterend', '{button_html}');", element)
+
+        # Add the click event listener for the button
+        self.driver.execute_script("""
+            document.getElementById('continueButton').addEventListener('click', function() {
+                window.loopControl1 = 'continue';
+            });
+        """)
+
+    def add_send_result_button(self):
+        #html of a big red button with border-radius of 10%, green background and white text pady by 10px up and padx by 10px left
+        button_html = '<button id="sendResultButton" style="position: fixed; bottom: 10px; right: 10px; font-size: 2em; background-color: green; color: white; border-radius: 10%;">Send result</button>'
+        xpath = """//*[@id="__next"]/div[2]/div[2]/main/div[2]/div/span"""
+
+        # Find the element using the given XPath
+        element = None
+        while not element:
+            try:
+                element = self.driver.find_element(By.XPATH, xpath)
+            except:
+                time.sleep(0.1)
+
+        # Inject the button after the element found using the XPath
+        self.driver.execute_script(f"arguments[0].insertAdjacentHTML('afterend', '{button_html}');", element)
+
+        # Add the click event listener for the button
+        self.driver.execute_script("""
+            document.getElementById('sendResultButton').addEventListener('click', function() {
+                window.loopControl2 = 'send_result';
+            });
+        """)
+
+    def close(self):
+        self.driver.close()
diff --git a/chatgpt_code_interface/exec_python_code.py b/chatgpt_code_interface/exec_python_code.py
new file mode 100644
index 0000000..90ecc31
--- /dev/null
+++ b/chatgpt_code_interface/exec_python_code.py
@@ -0,0 +1,54 @@
+import sys
+import importlib.util
+import io
+import contextlib
+import traceback
+
+def create_namespace():
+    module_name = "__main__"
+    module_spec = importlib.util.spec_from_loader(module_name, loader=None)
+    module = importlib.util.module_from_spec(module_spec)
+    sys.modules[module_name] = module
+    return module.__dict__
+
+def run_code(code_str, namespace):
+    # redirect stdout to a buffer to capture output
+    buffer = io.StringIO()
+    with contextlib.redirect_stdout(buffer):
+        try:
+            # compile the code
+            code = compile(code_str, "<string>", "exec")
+
+            # execute the code in the given namespace
+            exec(code, namespace)
+        except Exception as e:
+            # print any errors to the buffer
+            print(f"Error: {e}", file=buffer)
+            traceback.print_exc(file=buffer)
+
+    # return the captured output or error message as a string
+    result = buffer.getvalue().strip()
+    if result:
+        return result
+    else:
+        return "---\nProcess finished with no output\n---"
+
+
+
+def test():
+    code_str1 = '''import numpy as np\nimport matplotlib.pyplot as plt'''
+    code_str2 = '''x = np.linspace(0, 10, 100)\ny = np.sin(x)\nplt.plot(x, y)\nplt.show()'''
+
+
+    namespace = create_namespace()
+    result1 = run_code(code_str1, namespace)
+    result2 = run_code(code_str2, namespace)
+
+def test2():
+    code_str1 = '''import os'''
+
+    result = run_code(code_str1, create_namespace())
+    print(result)
+
+if __name__ == '__main__':
+    test()
\ No newline at end of file
diff --git a/chatgpt_code_interface/exec_term_code.py b/chatgpt_code_interface/exec_term_code.py
new file mode 100644
index 0000000..d4c5cc7
--- /dev/null
+++ b/chatgpt_code_interface/exec_term_code.py
@@ -0,0 +1,65 @@
+import os
+import subprocess
+import time
+
+class Shell:
+    def __init__(self):
+        self.cwd = os.getcwd()
+        self.env = os.environ.copy()
+        if os.name == 'nt':
+            self.env['PATH'] += os.pathsep + os.getcwd()
+
+    def run_command(self, command_string, input=None):
+        exit_code, stdout, stderr = 1, 'error', 'error'
+        if input is not None:
+            input = input.encode('utf-8')
+
+        commands = command_string.split('\n')
+        results = []
+        for command in commands:
+            command = command.strip()
+            args = command.split(" ")
+
+            if args[0] == 'cd':
+                if len(args) > 1:
+                    path = os.path.join(self.cwd, args[1])
+                    if os.path.exists(path) and os.path.isdir(path):
+                        self.cwd = os.path.abspath(path)
+                        exit_code, stdout, stderr = 0, '', ''
+                    else:
+                        exit_code, stdout, stderr = 1, '', f"cd: {path}: No such file or directory"
+
+            elif os.name == 'nt':
+                result = subprocess.run(command, cwd=self.cwd, env=self.env, input=input, stdout=subprocess.PIPE, stderr=subprocess.PIPE, shell=True, text=False)
+                exit_code, stdout, stderr = result.returncode, result.stdout.decode('utf-8', errors='ignore'), result.stderr.decode('utf-8', errors='ignore')
+            else:
+                result = subprocess.run(args, cwd=self.cwd, env=self.env, input=input, stdout=subprocess.PIPE, stderr=subprocess.PIPE, shell=True, text=False)
+                exit_code, stdout, stderr = result.returncode, result.stdout.decode('utf-8',errors='ignore'), result.stderr.decode('utf-8', errors='ignore')
+
+            results.append((command, exit_code, stdout, stderr))
+
+
+
+        str_results = ""
+        for result in results:
+            command,exit_code, stdout, stderr = result
+            str_results += f"result for command: {command} :\n exit_code: {exit_code}\n stdout: {stdout}\n stderr: {stderr}\n---------\n"
+
+        return str_results
+
+shell = Shell()
+
+def run_shell_command(command_string, input=None):
+    return shell.run_command(command_string, input)
+
+def test():
+    a = run_shell_command("cd ..\n\ndir")
+    print(type(a))
+    print(a)
+
+if __name__ == '__main__':
+    test()
+
+
+
+
diff --git a/chatgpt_code_interface/formating_tools.py b/chatgpt_code_interface/formating_tools.py
new file mode 100644
index 0000000..ffe39ad
--- /dev/null
+++ b/chatgpt_code_interface/formating_tools.py
@@ -0,0 +1,24 @@
+import bs4
+from collections import namedtuple
+
+
+CodeBloc = namedtuple('CodeBloc', ['language', 'code'])
+
+def remove_trailing_newline(s):
+    if s.endswith('\n'):
+        return s[:-1]
+    return s
+def isolate_code_bloc(soup):
+    pre_tab = soup.find_all("pre")
+    code_bloc = []
+    for code in pre_tab:
+        #print(code.text)
+        motif = "Copy code"
+        finding = code.text.find(motif)
+        code_content = code.text[finding+len(motif):]
+        language = code.text[:finding]
+        code_bloc.append(CodeBloc(language.strip(), remove_trailing_newline(code_content)))
+
+    print(code_bloc)
+    return code_bloc
+
diff --git a/chatgpt_code_interface/main.py b/chatgpt_code_interface/main.py
new file mode 100644
index 0000000..3a39e1f
--- /dev/null
+++ b/chatgpt_code_interface/main.py
@@ -0,0 +1,97 @@
+from driver import GPTDriver
+from exec_python_code import create_namespace, run_code
+from exec_term_code import run_shell_command
+from formating_tools import isolate_code_bloc
+import time
+
+
+gpt_driver = GPTDriver()
+import time
+
+def connect_to_gpt_driver():
+    gpt_driver.connect()
+    gpt_driver.add_run_button()
+    time.sleep(3)
+
+def execute_codes(codes):
+    answer = ""
+    for code in codes:
+        if 'python' in code.language.lower():
+            ans = run_code(code.code, create_namespace())
+        else:
+            ans = run_shell_command(code.code)
+        answer += ans + "\n"
+    return answer
+
+def wait_continue_button_click():
+    loop_control = gpt_driver.driver.execute_script("return window.loopControl1;")
+    while loop_control != 'continue':
+        time.sleep(0.5)
+        loop_control = gpt_driver.driver.execute_script("return window.loopControl1;")
+    gpt_driver.driver.execute_script("window.loopControl1 = 'stop';")
+
+def wait_send_results_click():
+    loop_control = gpt_driver.driver.execute_script("return window.loopControl2;")
+    while loop_control != 'send_result':
+        time.sleep(0.5)
+        loop_control = gpt_driver.driver.execute_script("return window.loopControl2;")
+    gpt_driver.driver.execute_script("window.loopControl2 = 'stop';")
+
+
+def main(launch_first_prompt=False, first_prompt=None):
+    """Main function"""
+
+    """
+    -----------------
+    first prompt and execution
+    -----------------
+    """
+    connect_to_gpt_driver()
+
+    first_prompt = """ I now give you access to a windows computer with python on it.   
+                You just have to write code in code blocs and a I will automatically execut it and send you the output. 
+                   Don't ask the computer to change your code our anything else, it will not understand.
+                   So form now on, I will ONLY send you the output of your last python bloc commands you wrote, you can't use os module\n
+                   don't ask me anything else, and YOU will ONLY give me some code to execute.
+                    Now gather as much information as possible about the limitations of GPT4 and how to overcome them
+                    You can only use python to gather online information. bs4 and other usefull libs are already installed YOU DON'T NEED TO INSTALL THINGS\n 
+                    Sum up the infos in a few lines and get them in a file. Continue gathering information 
+                    And when you have enough information, write a little article on 'How to get the full potential of GPT4'  
+                    Your responses should always START with a small reasoning message, then a small todolist with check or X, then the message 'I must gather information online about GPT4 using python, I send code to do that, I HAVE TO ALWAYS VERIFY it worked fine (use print for debugging), then I'll sum up what I learnt in a file \
+                    I have to do those things myself without help and I can't ask for any handmade code modification. I can't use an API' """
+
+    """
+    -----------------
+    main loop
+    -----------------
+    """
+
+    if launch_first_prompt:
+        answer = first_prompt
+    else:
+        answer = ""
+
+    for j in range(100):
+        print(f"ITERATION {j}")
+
+
+        gpt_driver.send_message(answer)
+        gpt_driver.wait_answer()
+
+        wait_continue_button_click()
+
+        answer = gpt_driver.get_last_chat()
+        codes = isolate_code_bloc(answer)
+
+        answer = execute_codes(codes)
+
+
+        time.sleep(1)
+
+        if (j + 5) % 24 == 0:
+            # Wait 3 hours. GPT-4 is limited to 25 requests per 3 hours
+            time.sleep(60 * 60 * 3)
+
+if __name__ == "__main__":
+    main()
+
diff --git a/chatgpt_code_interface/requirements.txt b/chatgpt_code_interface/requirements.txt
new file mode 100644
index 0000000..4d1819d
--- /dev/null
+++ b/chatgpt_code_interface/requirements.txt
@@ -0,0 +1,6 @@
+selenium==4.8.3
+urllib3==1.26.6
+matplotlib==3.5.3
+undetected-chromedriver==3.4.6
+beautifulsoup4==4.12.0
+