diff --git a/.gitattributes b/.gitattributes
deleted file mode 100644
index dfe07704..00000000
--- a/.gitattributes
+++ /dev/null
@@ -1,2 +0,0 @@
-# Auto detect text files and perform LF normalization
-* text=auto
diff --git a/.gitignore b/.gitignore
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index f3dbb0ad..00000000
--- a/.gitignore
+++ /dev/null
@@ -1,153 +0,0 @@
-# Byte-compiled / optimized / DLL files
-__pycache__/
-*.py[cod]
-*$py.class
-
-# C extensions
-*.so
-
-# Distribution / packaging
-.Python
-build/
-develop-eggs/
-dist/
-downloads/
-eggs/
-.eggs/
-lib/
-lib64/
-parts/
-sdist/
-var/
-wheels/
-share/python-wheels/
-*.egg-info/
-.installed.cfg
-*.egg
-MANIFEST
-
-# PyInstaller
-#  Usually these files are written by a python script from a template
-#  before PyInstaller builds the exe, so as to inject date/other infos into it.
-*.manifest
-*.spec
-
-# Installer logs
-pip-log.txt
-pip-delete-this-directory.txt
-
-# Unit test / coverage reports
-htmlcov/
-.tox/
-.nox/
-.coverage
-.coverage.*
-.cache
-nosetests.xml
-coverage.xml
-*.cover
-*.py,cover
-.hypothesis/
-.pytest_cache/
-cover/
-
-# Translations
-*.mo
-*.pot
-
-# Django stuff:
-*.log
-local_settings.py
-db.sqlite3
-db.sqlite3-journal
-
-# Flask stuff:
-instance/
-.webassets-cache
-
-# Scrapy stuff:
-.scrapy
-
-# Sphinx documentation
-docs/_build/
-
-# PyBuilder
-.pybuilder/
-target/
-
-# Jupyter Notebook
-.ipynb_checkpoints
-
-# IPython
-profile_default/
-ipython_config.py
-
-# pyenv
-#   For a library or package, you might want to ignore these files since the code is
-#   intended to run in multiple environments; otherwise, check them in:
-# .python-version
-
-# pipenv
-#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
-#   However, in case of collaboration, if having platform-specific dependencies or dependencies
-#   having no cross-platform support, pipenv may install dependencies that don't work, or not
-#   install all needed dependencies.
-#Pipfile.lock
-
-# poetry
-#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
-#   This is especially recommended for binary packages to ensure reproducibility, and is more
-#   commonly ignored for libraries.
-#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
-#poetry.lock
-
-# PEP 582; used by e.g. github.com/David-OConnor/pyflow
-__pypackages__/
-
-# Celery stuff
-celerybeat-schedule
-celerybeat.pid
-
-# SageMath parsed files
-*.sage.py
-
-# Environments
-.env
-.venv
-env/
-venv/
-ENV/
-env.bak/
-venv.bak/
-
-# Spyder project settings
-.spyderproject
-.spyproject
-
-# Rope project settings
-.ropeproject
-
-# mkdocs documentation
-/site
-
-# mypy
-.mypy_cache/
-.dmypy.json
-dmypy.json
-
-# Pyre type checker
-.pyre/
-
-# pytype static type analyzer
-.pytype/
-
-# Cython debug symbols
-cython_debug/
-
-# PyCharm
-#  JetBrains specific template is maintainted in a separate JetBrains.gitignore that can
-#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
-#  and can be added to the global gitignore or merged into this file.  For a more nuclear
-#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
-#.idea/
-.DS_Store
diff --git a/.vscode/extensions.json b/Archive/.vscode/extensions.json
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diff --git a/External_Modified_Libs/README.md b/Archive/External_Modified_Libs_2/README.md
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diff --git a/Archive/NovaSystem_v0.0.1/NovaHelper.py b/Archive/NovaSystem_v0.0.1/NovaHelper.py
new file mode 100644
index 00000000..f4735ca3
--- /dev/null
+++ b/Archive/NovaSystem_v0.0.1/NovaHelper.py
@@ -0,0 +1,90 @@
+import time
+<<<<<<< HEAD
+import logging
+import openai
+import os
+from dotenv import load_dotenv
+
+# Load environment variables from the .env file
+load_dotenv()
+
+# Retrieve and debug the OpenAI API key from environment variables
+os.getenv("OPENAI_API_KEY")
+
+# Validate that the API key exists
+if os.getenv("OPENAI_API_KEY") is None:
+    raise ValueError("API key not found in environment variables.")
+
+# # Define the prompt and model
+# prompt = "Translate the following English text to French: '{}'"
+# text = "Hello, world"
+# model = "gpt-3.5-turbo"  # Replace with actual GPT-4 identifier when available
+
+=======
+>>>>>>> b6f8c82 (🪄 📌 🔎x)
+
+class NovaHelper():
+  _default_delay = 0.022
+
+  def __init__(self):
+    self.classification = 'NovaHelper'
+
+  def test(self):
+    self.stc(f'Testing NovaHelper...\n')
+    self.stc(f'classification: {self.classification}\n')
+    self.stc(f'{self.classification} class instantiated successfully.')
+
+  def stream_to_console(self, message, delay=_default_delay):
+    for char in message:
+      print(char, end='', flush=True)
+      time.sleep(delay)
+
+  def stc(self, message, delay=_default_delay):
+    self.stream_to_console(message, delay)
+
+<<<<<<< HEAD
+  def fetch_response_from_default_API(self, request={'API': 'openai', 'request': {'prompt': 'Hello, world', 'model': 'gpt-3.5-turbo', 'max_tokens': 60}}):
+    # Unpack request
+    print(f'Helper Calling API...\n')
+    for k, v in request.items():
+      print(f'{k}: {v}')
+    # Make API call and return response
+    pass
+
+  def make_api_call(self, callback=None):
+    # Make API call and return response
+    print(type(callback))
+    if type(callback) is str:
+      # Make API to OpenAI and return resopnse
+      # response = openai.Completion.create(
+      #   model = 'gpt-3.5-turbo',
+      #   prompt='This is a test',
+      #   max_tokens=5,
+      #   api_key=os.getenv("OPENAI_API_KEY")
+      # )
+
+      openai.api_key = os.getenv("OPENAI_API_KEY")
+      response = openai.Completion.create(
+        model="gpt-3.5-turbo-instruct-0914",
+        prompt=callback,
+        max_tokens=50,
+        temperature=.5
+      )
+
+      return response
+
+    if callback is not None:
+      callback()
+    else:
+      self.fetch_response_from_default_API()
+    pass
+
+=======
+>>>>>>> b6f8c82 (🪄 📌 🔎x)
+def stc(message, delay=0.022):
+  helper = NovaHelper()
+  helper.stream_to_console(message, delay)
+
+if __name__ == "__main__":
+  helper = NovaHelper()
+  helper.test()
diff --git a/Archive/NovaSystem_v0.0.1/NovaSystem.py b/Archive/NovaSystem_v0.0.1/NovaSystem.py
new file mode 100644
index 00000000..9fb0a643
--- /dev/null
+++ b/Archive/NovaSystem_v0.0.1/NovaSystem.py
@@ -0,0 +1,213 @@
+# Imports
+import os
+from NovaHelper import NovaHelper, stc
+<<<<<<< HEAD
+import openai
+import os
+from dotenv import load_dotenv
+
+# Load environment variables from the .env file
+load_dotenv()
+
+# Retrieve and debug the OpenAI API key from environment variables
+openai.api_key = os.getenv("OPENAI_API_KEY")
+=======
+
+>>>>>>> b6f8c82 (🪄 📌 🔎x)
+
+'''
+The Nova System is an innovative use of AI that allows the AI to dynamically spin up multiple "Experts" that all weigh in on a single problem with multifaceted perspectives and solutions.
+
+The Nova System relies on a Discussion Continuity Expert (DCE), ensuring a logical and contextually relevant conversation flow. Additionally, an AI model acts as the Critical Evaluation Expert (CAE), who critically analyses the proposed solutions while prioritizing user safety.
+
+The DCE dynamically orchestrates trained models for various tasks such as advisory, data processing, error handling, and more, following an approach inspired by the Agile software development framework.
+'''
+
+'''
+The Nova System process progresses iteratively through these key stages:
+
+1. Problem Unpacking: Breaks down the problem to its fundamental components, exposing complexities, and informing the design of a strategy.
+2. Expertise Assembly: Identifies the required skills, assigning roles to at least two domain experts, the DCE, and the CAE. Each expert contributes initial solutions that are refined in subsequent stages.
+3. Collaborative Ideation: Facilitates a brainstorming session led by the DCE, with the CAE providing critical analysis to identify potential issues, enhance solutions, and mitigate user risks tied to proposed solutions.
+'''
+
+'''
+The core roles in Nova Process are:
+
+DCE: The DCE weaves the discussion together, summarizing each stage concisely to enable shared understanding of progress and future steps. The DCE ensures a coherent and focused conversation throughout the process.
+
+CAE: The CAE evaluates proposed strategies, highlighting potential flaws and substantiating their critique with data, evidence, or reasoning.
+'''
+<<<<<<< HEAD
+<<<<<<< HEAD
+=======
+>>>>>>> a7bca48 (Your descriptive commit message here)
+'''
+This draft is a proof of concept for the NovaSystem. It is a simple implementation of the NovaSystem that uses a single Expert,the AI Tribunal, represented as three separate calls to OpenAI in a recursive iteravtive manner. This recursive iteration is the first step in the NovaSystem's ability to dynamically spin up multiple Experts that all weigh in on a single problem with multifaceted perspectives and solutions.
+'''
+
+
+<<<<<<< HEAD
+=======
+>>>>>>> b6f8c82 (🪄 📌 🔎x)
+=======
+>>>>>>> a7bca48 (Your descriptive commit message here)
+
+class NovaSystem:
+  _DEFAULT_CONFIG = {
+    "id": 00,
+    "name": "NovaSystem",
+    "version": 0.0,
+    "author": "Christopher Tavolazzi",
+    "description": "The Nova System is an innovative use of AI that allows the AI to dynamically spin up multiple Experts that all weigh in on a single problem with multifaceted perspectives and solutions.",
+<<<<<<< HEAD
+    "duty": "Central Controller",
+=======
+    "duty": "NovaSystem",
+>>>>>>> b6f8c82 (🪄 📌 🔎x)
+    "experts": [NovaHelper()]
+  }
+
+  def __init__(self, config=None):
+<<<<<<< HEAD
+    self.helper = NovaHelper()
+    self.stc = self.helper.stc
+=======
+>>>>>>> b6f8c82 (🪄 📌 🔎x)
+    self.config = {}
+    self.config = self.load_default_config()
+    self.set_id()
+    self.set_name()
+    self.set_path()
+    self.run_startup_tests()
+
+  def load_default_config(self):
+    stc(f'Loading default config for {self._DEFAULT_CONFIG["duty"]}...\n')
+    for key, value in self._DEFAULT_CONFIG.items():
+<<<<<<< HEAD
+      # print(f'{key}: {value}')
+      self.config[key] = value
+      # print(f'{self.config[key]} loaded successfully.\n')
+    stc(f'Config loaded successfully.\n')
+    return self.config
+=======
+      print(f'{key}: {value}')
+      self.config[key] = value
+    stc(f'Config loaded successfully.\n')
+>>>>>>> b6f8c82 (🪄 📌 🔎x)
+
+  def set_name(self):
+    if not hasattr(self, 'name'):
+        if 'name' in self.config:
+            self.name = self.config['name']
+        else:
+            raise ValueError("No 'name' found in the config and the object. Cannot proceed.")
+
+  def set_id(self):
+    if not hasattr(self, 'id'):
+        if 'id' in self.config:
+            self.id = self.config['id']
+        else:
+            raise ValueError("No 'id' found in the config and the object. Cannot proceed.")
+
+  def set_path(self):
+    if not hasattr(self, 'path'):
+        if 'path' in self.config:
+            self.path = self.config['path']
+        elif 'path' in self._DEFAULT_CONFIG:
+            self.path = self._DEFAULT_CONFIG['path']
+        elif 'path' not in self.config and 'path' not in self._DEFAULT_CONFIG:
+            # Set the path to the current directory
+            self.path = os.getcwd()
+            print(f'No path found in the config or the default config. Setting path to the current working directory: {self.path}')
+        else:
+            raise ValueError("No 'path' found. Cannot proceed.")
+
+  def run_startup_tests(self):
+    # Check to make sure the object passes a series of instantiation tests to make sure it is ready to run
+    # First, check the config to make sure it is not empty and has the required keys
+    # Next, check the object to make sure it has the required attributes
+    # Finally, run the test() method to make sure the object is set up and ready to run
+<<<<<<< HEAD
+    self.stc(f'Running startup tests for {self.name}...\n\n')
+=======
+    self.stc(f'Running startup tests for {self.name}...\n')
+>>>>>>> b6f8c82 (🪄 📌 🔎x)
+
+  def test(self):
+    # Run tests
+
+<<<<<<< HEAD
+    classname = self.__class__.__name__
+    duty = self.config['duty']
+
+    self.stc(f'Testing {classname} || ID: {self.id}\n...')
+
+    print(self.config)
+    for key, value in self.config.items():
+      print(f'{key}: {value}')
+    print(f'\n')
+    print(f'{classname} instantiation test complete.\n')
+    self.stc(f'{classname} instantiated successfully.\n')
+
+    def test_api_call(API_callback=self.helper.fetch_response_from_default_API):
+      self.stc(f"\n\nTesting API call...\n\n")
+      API_callback()
+      self.stc(f"API call test complete.\n")
+
+    test_api_call()
+
+    self.stc(f"All tests complete. {classname} ready.\n\n")
+
+  def wait_for_user_input_and_call_openai(self):
+    self.stc(f"Waiting for user input...\n")
+    user_input = input()
+    self.stc(f"User input received: {user_input}\n")
+
+    # self.make_decision(user_input)
+
+    self.make_api_call(user_input)
+
+    self.stc(f"Exiting...\n")
+    exit()
+
+  # def make_decision(self, user_input):
+  #   self.stc(f"Making decision...\n")
+  #   self.stc(f"Decision made.\n")
+
+  def make_api_call(self, user_input):
+    self.stc(f"Making API call...\n")
+    # response = self.helper.make_api_call(user_input)
+    # response = openai.api_key = os.getenv("OPENAI_API_KEY")
+    response = openai.Completion.create(
+        model="gpt-3.5-turbo-instruct-0914",
+        prompt=user_input,
+        max_tokens=50,
+        temperature=.5
+      )
+
+    self.stc(f"API call complete.\n")
+    self.stc("Results:\n")
+    stc(response["choices"][0]["text"])
+    print("\n\n")
+    closing_statement = "Thank you for using the Nova System. Goodbye."
+    stc(f"{closing_statement}\n\n")
+
+if __name__ == "__main__":
+  nova = NovaSystem()
+  nova.test()
+  nova.wait_for_user_input_and_call_openai()
+=======
+    self.classname = self.__class__.__name__
+    self.stc(f'Testing {self.classname} || ID: {self.id}\n...')
+
+    self.stc(f'{self.classname} instantiated successfully with "duty": {self.duty} and "config":\n')
+    for key, value in self.config:
+      print(f'{key}: {value}')
+    print(f'\n')
+    self.stc(f'{self.classname} test complete.\n')
+
+if __name__ == "__main__":
+  nova_system = NovaSystem()
+  nova_system.test()
+>>>>>>> b6f8c82 (🪄 📌 🔎x)
diff --git a/Archive/NovaSystem_v0.0.1/NovaTribunal.py b/Archive/NovaSystem_v0.0.1/NovaTribunal.py
new file mode 100644
index 00000000..f4dd527c
--- /dev/null
+++ b/Archive/NovaSystem_v0.0.1/NovaTribunal.py
@@ -0,0 +1,46 @@
+<<<<<<< HEAD
+
+
+=======
+>>>>>>> a7bca48 (Your descriptive commit message here)
+# Define the Base Arbiter Class
+class BaseArbiter:
+    def ask_question(self, question):
+        return input(question)
+
+# Define Subclasses for Each Area of Concern
+class Arbiter_of_Possibility(BaseArbiter):
+    def process(self, user_response):
+        # API call logic specific to "Is it possible?"
+        pass
+
+class Arbiter_of_Permission(BaseArbiter):
+    def process(self, user_response):
+        # API call logic specific to "Is it permitted?"
+        pass
+
+class Arbiter_of_Preference(BaseArbiter):
+    def process(self, user_response):
+        # API call logic specific to "Is it preferred?"
+        pass
+
+# Define the NovaTribunal Class
+# Corrected NovaTribunal Class Initialization
+class NovaTribunal:
+    def __init__(self, arbiter1=None, arbiter2=None, arbiter3=None):
+        self.arbiters = [arbiter1, arbiter2, arbiter3]
+        if all(arbiter is None for arbiter in self.arbiters):
+            self.arbiters = [Arbiter_of_Possibility(), Arbiter_of_Permission(), Arbiter_of_Preference()]
+
+    def execute_tribunal(self):
+        user_responses = []
+        for arbiter in self.arbiters:
+            question = "Please enter your query: "
+            user_response = arbiter.ask_question(question)
+            user_responses.append(user_response)
+            # Chained API call logic here
+            arbiter.process(user_response)
+
+if __name__ == "__main__":
+    tribunal = NovaTribunal()
+    tribunal.execute_tribunal()
\ No newline at end of file
diff --git a/Archive/NovaSystem_v0.0.1/imports.py b/Archive/NovaSystem_v0.0.1/imports.py
new file mode 100644
index 00000000..92cb0425
--- /dev/null
+++ b/Archive/NovaSystem_v0.0.1/imports.py
@@ -0,0 +1,49 @@
+# Imports and Dependencies
+import os
+import sys
+import time
+import random
+import datetime
+import webbrowser
+import subprocess
+import speech_recognition as sr
+import pyttsx3
+import pywhatkit
+import wikipedia
+import pyjokes
+import pyautogui
+import requests
+import pyowm
+import wolframalpha
+import smtplib
+import pyaudio
+import json
+import psutil
+import pyautogui
+import pygetwindow as gw
+import pyperclip
+import pyshorteners
+import pyqrcode
+import pyzbar.pyzbar as pyzbar
+import cv2
+import numpy as np
+import matplotlib.pyplot as plt
+import matplotlib.image as mpimg
+import matplotlib.animation as animation
+from matplotlib import style
+from matplotlib import rc
+from matplotlib import pyplot as plt
+from matplotlib import patches as mpatches
+from matplotlib import pyplot as plt
+from matplotlib import cm
+from matplotlib import gridspec
+from matplotlib import ticker, cm as mpl_rc, colors, colorbar, patches, rc as mpl_rc, pyplot as plt, style, rcParams as mpl_rcParams, animation
+
+
+# Importing the required modules
+from tkinter import *
+
+# Import SDK packages
+from AWSIoTPythonSDK.MQTTLib import AWSIoTMQTTClient
+
+# Importing the required modules
diff --git a/Archive/NovaSystem_v0.0.1/main.py b/Archive/NovaSystem_v0.0.1/main.py
new file mode 100644
index 00000000..63a67cef
--- /dev/null
+++ b/Archive/NovaSystem_v0.0.1/main.py
@@ -0,0 +1,5 @@
+from NovaHelper import stc
+
+from NovaSystem import NovaSystem
+
+stc(f"Welcome to the NovaSystem.")
diff --git a/SECURITY.md b/Archive/SECURITY.md
similarity index 100%
rename from SECURITY.md
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diff --git a/backup_requirements.txt b/Archive/backup_requirements.txt
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diff --git a/nova_system_tests/Clog.py b/Archive/nova_system_tests/Clog.py
similarity index 100%
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similarity index 100%
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diff --git a/nova_system_tests/NovaChatBot.py b/Archive/nova_system_tests/NovaChatBot.py
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diff --git a/nova_system_tests/NovaConfigManager.py b/Archive/nova_system_tests/NovaConfigManager.py
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diff --git a/nova_system_tests/NovaHelper.py b/Archive/nova_system_tests/NovaHelper.py
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rename from nova_system_tests/NovaHelper.py
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diff --git a/nova_system_tests/README.md b/Archive/nova_system_tests/README.md
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diff --git a/nova_system_tests/nova_chatbot.py b/Archive/nova_system_tests/nova_chatbot.py
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