diff --git a/models/__init__.py b/models/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/models/quotes.py b/models/quotes.py
new file mode 100644
index 0000000..9655f48
--- /dev/null
+++ b/models/quotes.py
@@ -0,0 +1,16 @@
+from settings.config import SQLACHEMY
+from sqlalchemy import Table
+from sqlalchemy.orm import declarative_base
+
+Base = declarative_base()
+
+class Quotes(Base):
+    """
+    Quotes model class.
+    """
+    __table__ = Table(
+        "neeble_quotes",
+        Base.metadata,
+        autoload=True,
+        autoload_with=SQLACHEMY
+    )
diff --git a/settings/config.py b/settings/config.py
index 0b9258f..82fcfac 100644
--- a/settings/config.py
+++ b/settings/config.py
@@ -4,6 +4,8 @@ BOT configuration.
 import logging.config as logger
 import os
 
+from sqlalchemy import create_engine
+
 # Discord token.
 DISCORD_BOT_TOKEN = os.environ.get('DISCORD_BOT_TOKEN')
 
@@ -16,6 +18,16 @@ MYSQL_CONFIG = {
     'password': os.environ.get('MYSQL_PASSWORD', 'neeble'),
 }
 
+SQLACHEMY = create_engine(
+    'mysql://%s:%s@%s:%s/%s' % (
+        os.environ.get('MYSQL_USER', 'neeble'),
+        os.environ.get('MYSQL_PASSWORD', 'neeble'),
+        os.environ.get('MYSQL_HOST', 'localhost'),
+        int(os.environ.get('MYSQL_PORT', '3306')),
+        os.environ.get('MYSQL_DATABASE', 'neeble'),
+    )
+)
+
 # Define the log level
 LOGLEVEL = os.environ.get('LOGLEVEL', 'info').upper()
 
diff --git a/utils/commands.py b/utils/commands.py
index ce0c26c..dbe5a57 100644
--- a/utils/commands.py
+++ b/utils/commands.py
@@ -140,11 +140,9 @@ async def quote_count(bot: object) -> str:
     """
     Outputs a quote count from the database
     """
-
     # For len(amount) to work, first it needs to be converted into str
     amount = count_quotes()
     amount = str(amount)
-    amount = amount[1:len(amount)][:-2]
 
     msg = "Quote count: `" + amount + "`"
 
diff --git a/utils/database.py b/utils/database.py
index f73a133..1997ff3 100644
--- a/utils/database.py
+++ b/utils/database.py
@@ -2,10 +2,12 @@
 Database utils module.
 """
 import logging
-from collections import namedtuple
 
 import MySQLdb
-from settings.config import MYSQL_CONFIG
+from models.quotes import Quotes
+from settings.config import MYSQL_CONFIG, SQLACHEMY
+from sqlalchemy import select
+from sqlalchemy.orm import Session
 
 logger = logging.getLogger(__name__)
 
@@ -61,79 +63,51 @@ def set_quote(user: str, quote: str) -> None:
     """
     Set a quote into database.
     """
-    _sql = f'''
-        insert into neeble_quotes(user, quote)
-        value("{user}", "{quote}");
-    '''
-    with Cursor(MYSQL_CONFIG) as cursor:
-        cursor.execute(_sql)
+    with Session(SQLACHEMY) as session:
+        session.add(Quotes(
+            quote=quote,
+            user=user,
+        ))
+        session.commit()
+
 
 def get_quotes(ids: list) -> tuple:
     """
     Get the saved quotes.
     ids: List of quote ID's
     """
-    _sql = f'''
-        select quote, user, id
-        from neeble_quotes
-    '''
-    _sql = _sql + f' where id not in ({",".join([str(id) for id in ids])});' if ids else _sql + ';'
-    response = []
-    obj = namedtuple('Quotes', ['quote', 'user', 'id'])
-
-    with Cursor(MYSQL_CONFIG) as cursor:
-        cursor.execute(_sql)
-        response = cursor.fetchall()
-
-    return tuple(obj(*r) for r in response)
+    with Session(SQLACHEMY) as session:
+        _sql = select(Quotes).where(Quotes.id.not_in(ids))
+        return [item for item in session.scalars(_sql)]
 
 
 def get_by_id(id: int) -> object:
     """
     Get one quote by ID.
     """
-    obj = namedtuple('Quotes', ['quote', 'user', 'id'])
-    _sql = f'''
-        select quote, user, id
-        from neeble_quotes
-        where id={id};
-    '''
-
-    with Cursor(MYSQL_CONFIG) as cursor:
-        cursor.execute(_sql)
-        quote = cursor.fetchone()
-
-    if not quote:
-        return None
+    with Session(SQLACHEMY) as session:
+        result = [s for s in session.query(Quotes).filter(Quotes.id==id)]
+        return result[0] if result else None
 
-    return obj(*quote)
 
 def remove_quote(_id: int) -> bool:
     """
     Delete one quote by database ID.
     """
-    _sql = f'''
-        delete from neeble_quotes
-        where id={_id};
-    '''
-
     try:
-        with Cursor(MYSQL_CONFIG) as cursor:
-            cursor.execute(_sql)
+        with Session(SQLACHEMY) as session:
+            item = get_by_id(_id)
+            session.delete(item)
+            session.commit()
         return True
     except Exception:
         return False
 
+
 def count_quotes() -> int:
     """
     Counts the amount of quotes in the database
     """
-    _sql = f'''
-        select count(*) from neeble_quotes
-    '''
-
-    with Cursor(MYSQL_CONFIG) as cursor:
-        cursor.execute(_sql)
-        count = cursor.fetchone()
-    
-    return count
\ No newline at end of file
+    with Session(SQLACHEMY) as session:
+        response = session.query(Quotes.id).count()
+    return response