diff --git a/python-docstrings/README.md b/python-docstrings/README.md
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+++ b/python-docstrings/README.md
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+# How To Write Docstrings in Python
+
+This folder provides the code examples for the Real Python tutorial [How To Write Docstrings in Python](https://realpython.com/how-to-write-docstrings-in-python/).
diff --git a/python-docstrings/classes_docstring.py b/python-docstrings/classes_docstring.py
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+++ b/python-docstrings/classes_docstring.py
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+class Potion:
+    """
+    Represents a magical potion composed of various ingredients.
+
+    Attributes
+    ----------
+    name : str
+        The name of the potion.
+    ingredients : list of str
+        A list of ingredients used in the potion.
+    potency : int
+        The strength level of the potion.
+
+    Methods
+    -------
+    brew():
+        Completes the potion and sets its potency.
+    describe():
+        Returns a human-readable summary of the potion.
+    """
+
+    def __init__(self, name, ingredients):
+        self.name = name
+        self.ingredients = ingredients
+        self.potency = 0
+
+    def brew(self):
+        """Simulate brewing the potion by calculating potency."""
+        self.potency = len(self.ingredients) * 10
+
+    def describe(self):
+        """Return a string describing the potion and its strength."""
+        return f"{self.name} (Potency: {self.potency})"
diff --git a/python-docstrings/docstring_format.py b/python-docstrings/docstring_format.py
new file mode 100644
index 0000000000..fcbbbe6a00
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+++ b/python-docstrings/docstring_format.py
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+def determine_magic_level(magic_number):
+    """
+    Multiply a wizard's favorite number by 3 to reveal their magic level.
+    """
+    return magic_number * 3
diff --git a/python-docstrings/function_docstring.py b/python-docstrings/function_docstring.py
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+++ b/python-docstrings/function_docstring.py
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+def enchant_wand(wand_type, level=1):
+    """
+    Enhance a wand with magical properties.
+
+    Args:
+        wand_type (str): The type of wand to enchant.
+        level (int, optional): The enchantment level. Defaults to 1.
+
+    Returns:
+        str: A message confirming the enchantment.
+
+    Raises:
+        ValueError: If the enchantment level is invalid.
+    """
+    if level < 1:
+        raise ValueError("Enchantment level must be at least 1.")
+    return f"{wand_type.title()} enchanted to level {level}!"
diff --git a/python-docstrings/get_potter_books.py b/python-docstrings/get_potter_books.py
new file mode 100644
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+++ b/python-docstrings/get_potter_books.py
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+from multi_line_docstring import get_harry_potter_books
+
+print(get_harry_potter_books.__doc__)
diff --git a/python-docstrings/google_style.py b/python-docstrings/google_style.py
new file mode 100644
index 0000000000..b9dce551bb
--- /dev/null
+++ b/python-docstrings/google_style.py
@@ -0,0 +1,15 @@
+def get_magic_items(user_id, include_potions=False):
+    """
+    Retrieve a list of magical items for a specific user.
+
+    Args:
+        user_id (int): The ID of the user whose items should be retrieved.
+        include_potions (bool, optional): Whether to include potions in the result.
+
+    Returns:
+        list[str]: A list of item names associated with the user.
+    """
+    items = ["wand", "cloak", "crystal ball"]
+    if include_potions:
+        items.extend(["healing potion", "invisibility potion"])
+    return items
diff --git a/python-docstrings/inconsistent_format.py b/python-docstrings/inconsistent_format.py
new file mode 100644
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+++ b/python-docstrings/inconsistent_format.py
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+def summon(spell, caster):
+    """Summons a creature.
+    Parameters:
+    spell - name of the spell
+    caster: name of the caster
+    Return:
+    The summoned creature
+    """
diff --git a/python-docstrings/inconsistent_format_fix.py b/python-docstrings/inconsistent_format_fix.py
new file mode 100644
index 0000000000..52acefe12c
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+++ b/python-docstrings/inconsistent_format_fix.py
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+def summon(spell, caster):
+    """
+    Summons a creature using the given spell.
+
+    Args:
+        spell (str): The name of the summoning spell.
+        caster (str): The name of the person casting the spell.
+
+    Returns:
+        str: The name of the summoned creature.
+    """
diff --git a/python-docstrings/magic_spells.py b/python-docstrings/magic_spells.py
new file mode 100644
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+++ b/python-docstrings/magic_spells.py
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+def undo_spell(spell):
+    """
+    Reverses characters in a spell incantation thereby undoing a spell.
+
+    Example:
+    >>> undo_spell("Expelliarmus")
+    "sumraillepxE"
+
+    >>> undo_spell("Lumos")
+    "somuL"
+    """
+    return spell[::-1]
diff --git a/python-docstrings/magical_characters.py b/python-docstrings/magical_characters.py
new file mode 100644
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+++ b/python-docstrings/magical_characters.py
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+"""A magical module for adding and listing magical characters."""
+
+
+def add_characters(magical_being):
+    """Add a new magical character."""
+    return f"You've added {magical_being} to the magical beings record"
+
+
+if __name__ == "__main__":
+    print(add_characters("Gandalf"))
diff --git a/python-docstrings/math_doc.py b/python-docstrings/math_doc.py
new file mode 100644
index 0000000000..f57cc41037
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+++ b/python-docstrings/math_doc.py
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+import math
+
+print(math.__doc__)
diff --git a/python-docstrings/math_help.py b/python-docstrings/math_help.py
new file mode 100644
index 0000000000..e73bfc25be
--- /dev/null
+++ b/python-docstrings/math_help.py
@@ -0,0 +1,3 @@
+import math
+
+help(math)
diff --git a/python-docstrings/minimal_return_details.py b/python-docstrings/minimal_return_details.py
new file mode 100644
index 0000000000..00c4826ecd
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+++ b/python-docstrings/minimal_return_details.py
@@ -0,0 +1,8 @@
+def generate_shield(strength):
+    """
+    Generates a magical shield based on input strength.
+
+    Args:
+        strength (int): Strength level.
+    """
+    return f"Shield with strength {strength}"
diff --git a/python-docstrings/minimal_return_details_fix.py b/python-docstrings/minimal_return_details_fix.py
new file mode 100644
index 0000000000..ab01bc335d
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+++ b/python-docstrings/minimal_return_details_fix.py
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+def generate_shield(strength):
+    """
+    Generates a magical shield based on input strength.
+
+    Args:
+        strength (int): The strength level of the shield.
+
+    Returns:
+        str: A human-readable description of the generated shield.
+    """
+    return f"Shield with strength {strength}"
diff --git a/python-docstrings/minipotion.py b/python-docstrings/minipotion.py
new file mode 100644
index 0000000000..56ae677974
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+++ b/python-docstrings/minipotion.py
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+from classes_docstring import Potion
+
+
+class MiniPotion(Potion):
+    pass
+
+
+help(MiniPotion)
+print(MiniPotion.__doc__)
+print(MiniPotion.brew.__doc__)
diff --git a/python-docstrings/minipotion_overide_docstring.py b/python-docstrings/minipotion_overide_docstring.py
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index 0000000000..7e75f2583e
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+++ b/python-docstrings/minipotion_overide_docstring.py
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+from classes_docstring import Potion
+
+
+class MiniPotion(Potion):
+    """Represents a mini magical potion composed of tiny ingredients."""
+
+    pass
+
+
+print(MiniPotion.__doc__)
diff --git a/python-docstrings/multi_line_docstring.py b/python-docstrings/multi_line_docstring.py
new file mode 100644
index 0000000000..0f05c5ff8f
--- /dev/null
+++ b/python-docstrings/multi_line_docstring.py
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+def get_harry_potter_books(publication_year, book_name):
+    """
+    Retrieve a Harry Potter book by its publication year and name.
+
+    Parameters:
+    publication_year (int): The year the book was published.
+    book_name (str): The name of the book.
+
+    Returns:
+    str: A sentence describing the book and its publication year.
+    """
+    return (
+        f"The book {book_name} was published in the year {publication_year}."
+    )
diff --git a/python-docstrings/navigation.py b/python-docstrings/navigation.py
new file mode 100644
index 0000000000..d5b3f356df
--- /dev/null
+++ b/python-docstrings/navigation.py
@@ -0,0 +1,6 @@
+"""
+This module provides tools for creating and managing magical maps.
+Example:
+    from navigation import build_map
+    build_map(["mandrake", "phoenix feather", "tree bark"], heat_level=3)
+"""
diff --git a/python-docstrings/numpy_style.py b/python-docstrings/numpy_style.py
new file mode 100644
index 0000000000..6bb64f5948
--- /dev/null
+++ b/python-docstrings/numpy_style.py
@@ -0,0 +1,17 @@
+def brew_potion(ingredients, heat_level):
+    """
+    Brew a potion using selected ingredients and heat.
+
+    Parameters
+    ----------
+    ingredients : list of str
+        A list of magical ingredients.
+    heat_level : int
+        The intensity of the heat used for brewing.
+
+    Returns
+    -------
+    str
+        A description of the brewed potion.
+    """
+    return f"A sparkling blue elixir of friendship heated at {heat_level}."
diff --git a/python-docstrings/one_line_docstring.py b/python-docstrings/one_line_docstring.py
new file mode 100644
index 0000000000..ca0234fab2
--- /dev/null
+++ b/python-docstrings/one_line_docstring.py
@@ -0,0 +1,7 @@
+import random
+
+
+def picking_hat():
+    """Returns a random house name."""
+    houses = ["Gryffindor", "Hufflepuff", "Ravenclaw", "Slytherin"]
+    return random.choice(houses)
diff --git a/python-docstrings/restructuredText.py b/python-docstrings/restructuredText.py
new file mode 100644
index 0000000000..0eb3d0ca57
--- /dev/null
+++ b/python-docstrings/restructuredText.py
@@ -0,0 +1,24 @@
+def cast_spell(wand, incantation, target=None):
+    """
+    Cast a magical spell using a wand and incantation.
+    This function simulates casting a spell. With no
+    target specified, it is cast into the void.
+
+    :param wand: The wand used to do the spell-casting deed.
+    :type wand: str
+    :param incantation: The words said to activate the magic.
+    :type incantation: str
+    :param target: The object or person the spell is directed at (optional).
+    :return: A string describing the result of the spell.
+    :rtype: str
+
+    :raises ValueError: If the incantation is unknown or the wand fails to work.
+    """
+    valid_incantations = ["Lumos", "Alohomora", "Expelliarmus"]
+    if not wand:
+        raise ValueError("You can't cast spells without a wand!")
+    if incantation not in valid_incantations:
+        raise ValueError("Incantation not recognized.")
+    if target:
+        return f"{incantation} hits {target} with magic speed!"
+    return f"{incantation} is cast into the void...sparkles shimmer faintly"
diff --git a/python-docstrings/vague_descriptions.py b/python-docstrings/vague_descriptions.py
new file mode 100644
index 0000000000..678e84c1a1
--- /dev/null
+++ b/python-docstrings/vague_descriptions.py
@@ -0,0 +1,3 @@
+def brew(item):
+    """Does something with the item."""
+    pass
diff --git a/python-docstrings/vague_descriptions_fix.py b/python-docstrings/vague_descriptions_fix.py
new file mode 100644
index 0000000000..3a3e00e6db
--- /dev/null
+++ b/python-docstrings/vague_descriptions_fix.py
@@ -0,0 +1,11 @@
+def brew(potion_ingredients):
+    """
+    Mixes the provided ingredients to brew a potion.
+
+    Args:
+        potion_ingredients (list of str): Ingredients needed to brew the potion.
+
+    Returns:
+        str: The name of the completed potion.
+    """
+    return f"Magical potion brewed from {', '.join(potion_ingredients)}"