diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..331156b
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,11 @@
+FROM python:3
+
+WORKDIR /usr/src/app
+
+COPY requirements.txt ./
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY templates templates
+COPY main.py main.py
+
+CMD [ "python", "main.py" ]
diff --git a/cache.csv b/cache.csv
new file mode 100644
index 0000000..5c2b6de
--- /dev/null
+++ b/cache.csv
@@ -0,0 +1,102 @@
+Date,1 Mo,2 Mo,3 Mo,4 Mo,6 Mo,1 Yr,2 Yr,3 Yr,5 Yr,7 Yr,10 Yr,20 Yr,30 Yr
+05/24/2024,5.56,5.53,5.46,5.51,5.44,5.21,4.93,4.71,4.53,4.49,4.46,4.65,4.57
+05/23/2024,5.51,5.48,5.46,5.51,5.44,5.2,4.91,4.71,4.52,4.5,4.47,4.67,4.58
+05/22/2024,5.49,5.48,5.45,5.5,5.43,5.16,4.86,4.64,4.47,4.44,4.43,4.63,4.55
+05/21/2024,5.5,5.47,5.45,5.51,5.42,5.14,4.82,4.61,4.43,4.42,4.41,4.65,4.55
+05/20/2024,5.5,5.47,5.45,5.51,5.43,5.15,4.82,4.62,4.46,4.44,4.44,4.68,4.58
+05/17/2024,5.5,5.47,5.46,5.5,5.41,5.14,4.83,4.6,4.44,4.43,4.42,4.66,4.56
+05/16/2024,5.51,5.47,5.45,5.53,5.41,5.13,4.78,4.58,4.4,4.39,4.38,4.62,4.52
+05/15/2024,5.49,5.46,5.45,5.5,5.4,5.1,4.73,4.51,4.35,4.35,4.36,4.61,4.52
+05/14/2024,5.5,5.47,5.44,5.51,5.43,5.16,4.81,4.62,4.46,4.45,4.45,4.69,4.59
+05/13/2024,5.5,5.47,5.45,5.51,5.43,5.16,4.85,4.66,4.5,4.49,4.48,4.72,4.63
+05/10/2024,5.51,5.47,5.47,5.51,5.43,5.17,4.87,4.65,4.52,4.51,4.5,4.74,4.64
+05/09/2024,5.51,5.48,5.46,5.5,5.41,5.12,4.8,4.6,4.47,4.46,4.45,4.7,4.6
+05/08/2024,5.51,5.47,5.45,5.5,5.41,5.13,4.84,4.63,4.5,4.49,4.48,4.73,4.64
+05/07/2024,5.51,5.48,5.45,5.51,5.41,5.13,4.82,4.6,4.48,4.47,4.47,4.7,4.61
+05/06/2024,5.51,5.48,5.45,5.5,5.42,5.12,4.82,4.64,4.48,4.48,4.49,4.73,4.64
+05/03/2024,5.51,5.48,5.45,5.5,5.41,5.12,4.81,4.63,4.48,4.49,4.5,4.75,4.66
+05/02/2024,5.51,5.47,5.46,5.5,5.42,5.16,4.87,4.71,4.57,4.57,4.58,4.82,4.72
+05/01/2024,5.47,5.5,5.46,5.51,5.43,5.21,4.96,4.79,4.64,4.64,4.63,4.85,4.74
+04/30/2024,5.48,5.51,5.46,5.45,5.44,5.25,5.04,4.87,4.72,4.71,4.69,4.9,4.79
+04/29/2024,5.48,5.51,5.45,5.45,5.43,5.2,4.97,4.8,4.65,4.64,4.63,4.86,4.75
+04/26/2024,5.48,5.51,5.46,5.45,5.4,5.21,4.96,4.84,4.68,4.68,4.67,4.89,4.78
+04/25/2024,5.48,5.51,5.47,5.46,5.41,5.21,4.96,4.85,4.7,4.71,4.7,4.93,4.82
+04/24/2024,5.49,5.5,5.46,5.44,5.4,5.17,4.89,4.78,4.64,4.66,4.65,4.88,4.78
+04/23/2024,5.49,5.5,5.45,5.44,5.39,5.14,4.86,4.76,4.63,4.62,4.61,4.84,4.73
+04/22/2024,5.49,5.5,5.42,5.44,5.39,5.16,4.97,4.81,4.66,4.65,4.62,4.84,4.72
+04/19/2024,5.49,5.51,5.45,5.44,5.39,5.17,4.97,4.81,4.66,4.65,4.62,4.83,4.72
+04/18/2024,5.49,5.52,5.46,5.44,5.39,5.18,4.98,4.83,4.68,4.67,4.64,4.85,4.74
+04/17/2024,5.49,5.49,5.45,5.44,5.38,5.16,4.93,4.77,4.62,4.61,4.59,4.81,4.71
+04/16/2024,5.49,5.51,5.45,5.44,5.39,5.18,4.97,4.83,4.69,4.69,4.67,4.88,4.77
+04/15/2024,5.49,5.51,5.45,5.44,5.38,5.16,4.93,4.78,4.65,4.65,4.63,4.85,4.74
+04/12/2024,5.48,5.5,5.45,5.42,5.36,5.13,4.88,4.7,4.54,4.53,4.5,4.73,4.61
+04/11/2024,5.48,5.51,5.45,5.44,5.38,5.17,4.93,4.77,4.61,4.6,4.56,4.77,4.65
+04/10/2024,5.49,5.5,5.45,5.44,5.4,5.19,4.97,4.77,4.61,4.59,4.55,4.76,4.64
+04/09/2024,5.48,5.49,5.43,5.41,5.34,5.03,4.74,4.52,4.37,4.38,4.36,4.6,4.5
+04/08/2024,5.48,5.49,5.43,5.41,5.35,5.07,4.78,4.6,4.43,4.43,4.42,4.65,4.55
+04/05/2024,5.47,5.5,5.43,5.41,5.34,5.05,4.73,4.54,4.38,4.39,4.39,4.65,4.54
+04/04/2024,5.47,5.49,5.41,5.4,5.32,5.0,4.65,4.46,4.3,4.31,4.31,4.57,4.47
+04/03/2024,5.47,5.44,5.42,5.4,5.33,5.03,4.68,4.48,4.34,4.36,4.36,4.61,4.51
+04/02/2024,5.49,5.45,5.42,5.4,5.34,5.05,4.7,4.51,4.35,4.37,4.36,4.61,4.51
+04/01/2024,5.49,5.47,5.44,5.41,5.36,5.06,4.72,4.51,4.34,4.33,4.33,4.58,4.47
+03/28/2024,5.49,5.48,5.46,5.42,5.38,5.03,4.59,4.4,4.21,4.2,4.2,4.45,4.34
+03/27/2024,5.5,5.47,5.45,5.41,5.36,4.99,4.54,4.36,4.18,4.18,4.2,4.45,4.36
+03/26/2024,5.5,5.47,5.46,5.41,5.36,5.0,4.56,4.38,4.22,4.23,4.24,4.49,4.4
+03/25/2024,5.51,5.48,5.46,5.41,5.36,5.0,4.54,4.39,4.23,4.25,4.25,4.51,4.42
+03/22/2024,5.51,5.47,5.46,5.4,5.34,4.98,4.59,4.36,4.2,4.22,4.22,4.47,4.39
+03/21/2024,5.51,5.48,5.48,5.4,5.36,5.01,4.62,4.42,4.26,4.28,4.27,4.53,4.44
+03/20/2024,5.5,5.47,5.47,5.41,5.36,5.01,4.59,4.41,4.25,4.28,4.27,4.53,4.45
+03/19/2024,5.52,5.48,5.48,5.41,5.39,5.06,4.68,4.47,4.31,4.31,4.3,4.54,4.44
+03/18/2024,5.52,5.48,5.48,5.41,5.39,5.06,4.73,4.52,4.36,4.35,4.34,4.57,4.46
+03/15/2024,5.52,5.48,5.48,5.41,5.38,5.05,4.72,4.51,4.33,4.33,4.31,4.55,4.43
+03/14/2024,5.52,5.48,5.48,5.42,5.38,5.04,4.68,4.46,4.29,4.3,4.29,4.54,4.44
+03/13/2024,5.52,5.47,5.48,5.41,5.37,5.01,4.61,4.37,4.19,4.2,4.19,4.45,4.35
+03/12/2024,5.52,5.48,5.48,5.41,5.37,5.0,4.58,4.33,4.15,4.16,4.16,4.42,4.31
+03/11/2024,5.5,5.47,5.48,5.41,5.35,4.95,4.51,4.26,4.08,4.09,4.1,4.36,4.26
+03/08/2024,5.51,5.48,5.46,5.4,5.34,4.92,4.48,4.25,4.06,4.08,4.09,4.36,4.26
+03/07/2024,5.51,5.48,5.47,5.4,5.34,4.93,4.5,4.28,4.07,4.09,4.09,4.35,4.25
+03/06/2024,5.5,5.47,5.47,5.4,5.35,4.95,4.55,4.32,4.12,4.12,4.11,4.36,4.24
+03/05/2024,5.5,5.47,5.47,5.4,5.35,4.94,4.54,4.32,4.13,4.15,4.13,4.39,4.27
+03/04/2024,5.51,5.49,5.48,5.42,5.37,4.98,4.61,4.39,4.21,4.23,4.22,4.48,4.36
+03/01/2024,5.54,5.49,5.42,5.41,5.27,4.94,4.54,4.32,4.17,4.2,4.19,4.46,4.33
+02/29/2024,5.53,5.5,5.45,5.43,5.3,5.01,4.64,4.43,4.26,4.28,4.25,4.51,4.38
+02/28/2024,5.5,5.51,5.45,5.43,5.31,5.0,4.64,4.44,4.26,4.28,4.27,4.53,4.4
+02/27/2024,5.5,5.52,5.45,5.47,5.33,5.03,4.7,4.5,4.32,4.34,4.31,4.57,4.44
+02/26/2024,5.5,5.52,5.47,5.47,5.34,5.03,4.69,4.48,4.29,4.32,4.28,4.53,4.4
+02/23/2024,5.49,5.51,5.46,5.46,5.32,5.0,4.67,4.45,4.28,4.28,4.26,4.51,4.37
+02/22/2024,5.49,5.51,5.45,5.45,5.32,5.02,4.69,4.49,4.33,4.35,4.33,4.58,4.47
+02/21/2024,5.5,5.5,5.44,5.45,5.32,4.98,4.64,4.43,4.3,4.33,4.32,4.59,4.49
+02/20/2024,5.49,5.49,5.44,5.45,5.32,4.97,4.59,4.38,4.25,4.28,4.27,4.56,4.44
+02/16/2024,5.48,5.51,5.44,5.45,5.31,4.98,4.64,4.43,4.29,4.31,4.3,4.58,4.45
+02/15/2024,5.49,5.51,5.43,5.45,5.3,4.93,4.56,4.36,4.22,4.25,4.24,4.54,4.42
+02/14/2024,5.48,5.51,5.43,5.45,5.31,4.94,4.56,4.38,4.25,4.27,4.27,4.57,4.45
+02/13/2024,5.48,5.52,5.45,5.46,5.32,4.99,4.64,4.44,4.31,4.33,4.31,4.59,4.46
+02/12/2024,5.49,5.51,5.43,5.43,5.27,4.87,4.46,4.25,4.13,4.16,4.17,4.48,4.37
+02/09/2024,5.49,5.51,5.44,5.43,5.26,4.86,4.48,4.25,4.14,4.17,4.17,4.48,4.37
+02/08/2024,5.49,5.51,5.44,5.42,5.24,4.83,4.46,4.22,4.12,4.15,4.15,4.47,4.36
+02/07/2024,5.47,5.49,5.43,5.4,5.23,4.83,4.41,4.16,4.06,4.09,4.09,4.41,4.31
+02/06/2024,5.48,5.5,5.44,5.41,5.23,4.82,4.39,4.14,4.03,4.07,4.09,4.39,4.29
+02/05/2024,5.49,5.5,5.42,5.42,5.25,4.87,4.46,4.27,4.13,4.16,4.17,4.46,4.35
+02/02/2024,5.49,5.51,5.43,5.42,5.22,4.81,4.36,4.14,3.99,4.02,4.03,4.33,4.22
+02/01/2024,5.49,5.51,5.42,5.38,5.15,4.68,4.2,3.96,3.8,3.83,3.87,4.21,4.1
+01/31/2024,5.53,5.46,5.42,5.4,5.18,4.73,4.27,4.05,3.91,3.95,3.99,4.34,4.22
+01/30/2024,5.53,5.47,5.42,5.38,5.19,4.8,4.36,4.14,4.0,4.03,4.06,4.4,4.28
+01/29/2024,5.53,5.46,5.42,5.37,5.19,4.76,4.29,4.1,3.97,4.02,4.08,4.42,4.31
+01/26/2024,5.54,5.45,5.44,5.39,5.19,4.78,4.34,4.15,4.04,4.1,4.15,4.49,4.38
+01/25/2024,5.54,5.48,5.44,5.39,5.19,4.76,4.28,4.12,4.01,4.07,4.14,4.49,4.38
+01/24/2024,5.52,5.44,5.44,5.4,5.22,4.83,4.34,4.19,4.06,4.14,4.18,4.52,4.41
+01/23/2024,5.53,5.46,5.45,5.38,5.21,4.81,4.31,4.16,4.06,4.11,4.14,4.48,4.38
+01/22/2024,5.53,5.47,5.46,5.39,5.22,4.83,4.37,4.14,4.03,4.07,4.11,4.44,4.32
+01/19/2024,5.54,5.47,5.45,5.39,5.21,4.84,4.39,4.18,4.08,4.12,4.15,4.47,4.36
+01/18/2024,5.53,5.48,5.45,5.39,5.2,4.8,4.34,4.13,4.04,4.1,4.14,4.48,4.37
+01/17/2024,5.54,5.47,5.47,5.4,5.2,4.8,4.34,4.12,4.02,4.07,4.1,4.42,4.31
+01/16/2024,5.54,5.47,5.45,5.37,5.18,4.7,4.22,4.02,3.95,4.01,4.07,4.43,4.3
+01/12/2024,5.55,5.47,5.45,5.37,5.16,4.65,4.14,3.92,3.84,3.91,3.96,4.32,4.2
+01/11/2024,5.54,5.47,5.46,5.38,5.22,4.75,4.26,4.02,3.9,3.95,3.98,4.32,4.18
+01/10/2024,5.53,5.46,5.46,5.39,5.23,4.82,4.37,4.1,3.99,4.01,4.04,4.35,4.2
+01/09/2024,5.53,5.46,5.47,5.38,5.24,4.82,4.36,4.09,3.97,4.0,4.02,4.33,4.18
+01/08/2024,5.54,5.48,5.49,5.39,5.24,4.82,4.36,4.11,3.97,3.99,4.01,4.33,4.17
+01/05/2024,5.54,5.48,5.47,5.41,5.24,4.84,4.4,4.17,4.02,4.04,4.05,4.37,4.21
+01/04/2024,5.56,5.48,5.48,5.41,5.25,4.85,4.38,4.14,3.97,3.99,3.99,4.3,4.13
+01/03/2024,5.54,5.54,5.48,5.41,5.25,4.81,4.33,4.07,3.9,3.92,3.91,4.21,4.05
+01/02/2024,5.55,5.54,5.46,5.41,5.24,4.8,4.33,4.09,3.93,3.95,3.95,4.25,4.08
diff --git a/dump.rdb b/dump.rdb
new file mode 100644
index 0000000..76d0762
Binary files /dev/null and b/dump.rdb differ
diff --git a/main.py b/main.py
new file mode 100644
index 0000000..8ada520
--- /dev/null
+++ b/main.py
@@ -0,0 +1,248 @@
+import io
+import json
+import os
+import pickle
+import threading
+import time
+import uuid
+from enum import Enum
+
+import pandas as pd
+import requests
+from flask import Flask, jsonify, render_template, request, redirect, make_response
+
+
+app = Flask(__name__)
+
+TREASURY_URL = "https://home.treasury.gov/resource-center/data-chart-center/interest-rates/daily-treasury-rates.csv/2024/all?type=daily_treasury_yield_curve&field_tdr_date_value=2024&page&_format=csv"
+
+CURRENT_DATE = 20240524  # Set to friday since market is closed
+
+RATES = None
+
+
+class Side(str, Enum):
+    BUY = "BUY"
+    SELL = "SELL"
+
+
+# Since we know all the types of treasuries, just enumerate them
+class Instrument(str, Enum):
+    I_1MO = "1 Mo"
+    I_2MO = "2 Mo"
+    I_3MO = "3 Mo"
+    I_4MO = "4 Mo"
+    I_6MO = "6 Mo"
+    I_1YR = "1 Yr"
+    I_2YR = "2 Yr"
+    I_3YR = "3 Yr"
+    I_5YR = "5 Yr"
+    I_7YR = "7 Yr"
+    I_10YR = "10 Yr"
+    I_20YR = "12 Yr"
+    I_30YR = "30 Yr"
+
+    @classmethod
+    def from_text(cls, txt):
+        if txt == "1 Mo":
+            return Instrument.I_1MO
+        elif txt == "2 Mo":
+            return Instrument.I_2MO
+        elif txt == "3 Mo":
+            return Instrument.I_3MO
+        elif txt == "4 Mo":
+            return Instrument.I_4MO
+        elif txt == "6 Mo":
+            return Instrument.I_6MO
+        elif txt == "1 Yr":
+            return Instrument.I_1YR
+        elif txt == "2 Yr":
+            return Instrument.I_2YR
+        elif txt == "3 Yr":
+            return Instrument.I_3YR
+        elif txt == "5 Yr":
+            return Instrument.I_5YR
+        elif txt == "7 Yr":
+            return Instrument.I_7YR
+        elif txt == "10 Yr":
+            return Instrument.I_20YR
+        elif txt == "12 Yr":
+            return Instrument.I_20YR
+        return Instrument.I_30YR
+
+
+class Transaction:
+    def __init__(
+        self, user: str, instrument: Instrument, quantity: int, date: int, side: Side, rate: float
+    ):
+        self.user = user
+        self.instrument: str = str(instrument.value)
+        self.side: str = str(side.value)
+        self.quantity = quantity
+        self.date = date
+        self.rate = rate
+
+
+class User:
+    def __init__(self, balance: int = 100000) -> None:
+        self.ID = str(uuid.uuid4())
+        self.balance = balance
+
+
+USERS: dict[str, User] = {}
+TRANSACTIONS: dict[str, list[Transaction]] = {}
+
+
+def background_saver():
+    while True:
+        with open("users.p", "wb") as fp:
+            pickle.dump(USERS, fp)
+        with open("transactions.p", "wb") as fp:
+            pickle.dump(TRANSACTIONS, fp)
+
+        time.sleep(5)
+
+
+def get_treasury_rates_for_year(year: int) -> pd.DataFrame | None:
+    global RATES
+
+    use_cache = False
+    if RATES is None:
+        if os.path.isfile("./cache.csv"):
+            if time.time() - os.path.getmtime("./cache.csv") < 60000:
+                use_cache = True
+    else:
+        use_cache = True
+
+    if use_cache:
+        csv: pd.DataFrame = pd.read_csv("./cache.csv")
+        RATES = csv
+    else:
+        response = requests.get(TREASURY_URL)
+        response.raise_for_status()
+        raw_csv = response.content.decode("UTF-8")
+        csv_io = io.StringIO(raw_csv)
+        csv: pd.DataFrame = pd.read_csv(csv_io)
+        csv.to_csv("./cache.csv", index=False)
+        RATES = csv
+
+    ret = {}
+    cols = list(RATES.columns.values)
+    for col in cols:
+        ret[col] = RATES[col].tolist()
+
+    dates = ret["Date"]
+    del ret["Date"]
+    return ret, dates
+
+
+@app.route("/api/transactions/<id>")
+def get_transactions_for_user(id):
+    t = TRANSACTIONS.get(id)
+    if t is None:
+        return jsonify([])
+
+    return jsonify([{"term": tx.instrument, "quantity": tx.quantity, "side": tx.side, "date": tx.date, "rate": tx.rate} for tx in t])
+
+
+@app.route("/api/buy", methods=["POST"])
+def buy():
+    content = request.json
+    print(content)
+    q = int(content["quantity"])
+    i = content["instrument"]
+    user_id = content["user_id"]
+    cost = q * 100
+    if USERS.get(user_id) is not None:
+        if cost > USERS[user_id].balance:
+            return "You do not have the funds for this transaction", 400
+    else:
+        return "User does not exist", 404
+
+    current_rate = RATES[i].tolist()[-1]
+
+    USERS[user_id].balance = USERS[user_id].balance - cost
+    t = Transaction(user_id, Instrument.from_text(i), q, time.time(), Side.BUY, current_rate)
+
+    if TRANSACTIONS.get(user_id) is None:
+        TRANSACTIONS[user_id] = [t]
+    else:
+        TRANSACTIONS[user_id].append(t)
+
+    return jsonify(t)
+
+
+@app.route("/api/login", methods=["POST"])
+def login():
+    content = request.json
+    id = content.get("id")
+    if id is None:
+        return "ID cannot be empty", 400
+    u = USERS.get(id)
+    if u is None:
+        return "User does not exist", 404
+    resp = make_response(redirect("/"))
+    resp.set_cookie("userid", u.ID)
+    return resp
+
+
+@app.route("/api/createuser", methods=["POST"])
+def createuser():
+    u = User()
+    USERS[u.ID] = u
+    resp = make_response(redirect("/"))
+    resp.set_cookie("userid", u.ID)
+    return resp
+
+
+@app.route("/register")
+def register():
+    if "userid" in request.cookies:
+        return redirect("/")
+    return render_template("register.html")
+
+
+@app.route("/logout")
+def logout():
+    if "userid" not in request.cookies:
+        return redirect("/register")
+    resp = make_response(redirect("/register"))
+    resp.set_cookie("userid", "", expires=0)
+    return resp
+
+
+@app.route("/")
+def index():
+    if "userid" not in request.cookies:
+        return redirect("/register")
+    uid = request.cookies.get("userid")
+    if uid not in USERS:
+        resp = make_response(redirect("/register"))
+        resp.set_cookie("userid", "", expires=0)
+        return resp
+    rates, dates = get_treasury_rates_for_year(2024)
+    return render_template("index.html", rates=[rates], dates=dates, userid=uid, balance=USERS[uid].balance)
+
+
+if __name__ == "__main__":
+    # Load up files if they exist
+    if os.path.isfile("./users.p"):
+        print("Loading users")
+        with open("./users.p", "rb") as fp:
+            USERS = pickle.load(fp)
+
+    if os.path.isfile("./transactions.p"):
+        print("Loading transactions")
+        with open("./transactions.p", "rb") as fp:
+            TRANSACTIONS = pickle.load(fp)
+
+    # Start persistence
+    thread = threading.Thread(target=background_saver)
+    thread.start()
+
+    # Start Server
+    app.run(port=8008)
+
+
+thread = threading.Thread(target=background_saver)
+thread.start()
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..e69de29
diff --git a/templates/base.html b/templates/base.html
new file mode 100644
index 0000000..9f17506
--- /dev/null
+++ b/templates/base.html
@@ -0,0 +1,50 @@
+<!DOCTYPE html>
+<html lang="en">
+
+  <head>
+    <meta charset="utf-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1">
+    <title>DWSFi</title>
+    <script src="https://cdn.jsdelivr.net/npm/@tabler/core@1.0.0-beta17/dist/js/tabler.min.js"></script>
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@tabler/core@1.0.0-beta17/dist/css/tabler.min.css">
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@tabler/core@1.0.0-beta17/dist/css/tabler-flags.min.css">
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@tabler/core@1.0.0-beta17/dist/css/tabler-payments.min.css">
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@tabler/core@1.0.0-beta17/dist/css/tabler-vendors.min.css">
+  </head>
+
+  <body>
+    <div class="page">
+      <header class="navbar navbar-expand-sm navbar-light d-print-none">
+        <div class="container-xl">
+          <h1 class="navbar-brand navbar-brand-autodark d-none-navbar-horizontal pe-0 pe-md-3">
+            <a href="#">
+              <img src="https://images.rawpixel.com/image_png_800/czNmcy1wcml2YXRlL3Jhd3BpeGVsX2ltYWdlcy93ZWJzaXRlX2NvbnRlbnQvbHIvdjEwNDktMjIucG5n.png" width="110" height="32" alt="Tabler" class="navbar-brand-image" />
+            </a>
+              <span>DWSFi</span>
+          </h1>
+
+          <div class="navbar-nav flex-row order-md-last">
+            <div class="nav-item">
+              <a href="/logout" class="nav-link d-flex lh-1 text-reset">
+                <div class="d-xl-block ps-2">
+                  {% if userid is not none %}
+                    <div>{{userid}} - Logout</div>
+                  {% endif %}
+                </div>
+              </a>
+            </div>
+          </div>
+        </div>
+      </header>
+      <div class="page-wrapper">
+        <div class="page-body">
+          <div class="container-xl">
+          {% block content %}{% endblock %}
+          </div>
+        </div>
+      </div>
+    </div>
+  </body>
+
+</html>
+
diff --git a/templates/index.html b/templates/index.html
new file mode 100644
index 0000000..fd5e896
--- /dev/null
+++ b/templates/index.html
@@ -0,0 +1,220 @@
+{% extends 'base.html' %}
+
+
+{% block content %}
+<div class="row row-deck row-cards">
+  <div class="col-sm-6 col-lg-3">
+    <div class="card">
+      <div class="card-body">
+        <div class="d-flex align-items-center">
+          <div class="subheader">Account Balance</div>
+          <div class="ms-auto lh-1">
+          </div>
+        </div>
+        <div class="d-flex align-items-baseline">
+          <div class="h1 mb-0 me-2">${{balance}}</div>
+          <div class="me-auto">
+          </div>
+        </div>
+      </div>
+    </div>
+  </div>
+  <div class="col-lg-12">
+    <div class="card">
+      <div class="card-header border-0">
+        <div class="card-title">Treasury Yields</div>
+      </div>
+      <div class="card-body">
+
+        <div id="chart-yields" class="chart-lg"></div>
+      </div>
+    </div>
+  </div>
+
+  <div class="col-lg-8">
+    <div class="card">
+      <div class="card-header">
+        <h3 class="card-title">Transactions</h3>
+      </div>
+      <div class="table-responsive">
+        <table class="table card-table table-vcenter text-nowrap datatable">
+          <thead>
+            <tr>
+              <th>Term</th>
+              <th>Quantity</th>
+              <th>Date</th>
+              <th>Side</th>
+              <th>Rate</th>
+            </tr>
+          </thead>
+          <tbody id="txbody">
+          </tbody>
+        </table>
+      </div>
+    </div>
+  </div>
+
+  <div class="col-lg-4">
+    <div class="card">
+      <div class="card-header">
+        <h3 class="card-title">Buy/Sell</h3>
+      </div>
+      <div class="card-body">
+        <div class="mb-3">
+          <div class="form-label">Term</div>
+          <select class="form-select" id="term">
+            <option value="1 Mo">1 Mo</option>
+            <option value="2 Mo">2 Mo</option>
+            <option value="3 Mo">3 Mo</option>
+            <option value="4 Mo">4 Mo</option>
+            <option value="6 Mo">6 Mo</option>
+            <option value="1 Yr">1 Yr</option>
+            <option value="2 Yr">2 Yr</option>
+            <option value="3 Yr">3 Yr</option>
+            <option value="5 Yr">5 Yr</option>
+            <option value="7 Yr">7 Yr</option>
+            <option value="10 Yr">10 Yr</option>
+            <option value="12 Yr">12 Yr</option>
+            <option value="30 Yr">30 Yr</option>
+          </select>
+        </div>
+        <div class="mb-3">
+          <label class="form-label">Quantity</label>
+          <input type="number" class="form-control" name="quantity" id="quantity" placeholder="100" />
+        </div>
+        <div class="mb-3">
+          <label class="form-label">Side</label>
+          <select class="form-select">
+            <option value="BUY">Buy</option>
+            <option value="SELL">Sell</option>
+          </select>
+        </div>
+
+        <button id="buybtn" class="btn btn-primary ms-auto">Submit Order</button>
+      </div>
+    </div>
+  </div>
+
+</div>
+
+<script src="https://cdn.jsdelivr.net/npm/@tabler/core@1.0.0-beta17/dist/libs/apexcharts/dist/apexcharts.min.js" defer></script>
+<script>
+
+    document.getElementById("buybtn").addEventListener('click', () => {
+      var r = new XMLHttpRequest();
+      r.open("POST", "/api/buy", true);
+      r.onload = function () {
+        window.location.reload();
+      }
+
+      r.setRequestHeader("Content-Type", "application/json")
+      // Send data in below way from JS
+      r.send(JSON.stringify({
+        "quantity": document.getElementById('quantity').value,
+        "instrument": document.getElementById("term").value,
+        "user_id": "{{userid}}"
+      }));
+    });
+
+  document.addEventListener("DOMContentLoaded", function() {
+
+  window.ApexCharts && (new ApexCharts(document.getElementById('chart-yields'), {
+    chart: {
+      type: "line",
+      fontFamily: 'inherit',
+      parentHeightOffset: 0,
+      height: 512,
+      toolbar: {
+        show: true,
+      },
+      animations: {
+        enabled: false
+      },
+    },
+    fill: {
+      opacity: 1,
+    },
+    stroke: {
+      width: 2,
+      lineCap: "round",
+      curve: "straight",
+    },
+    series: [
+      {% for rate in rates %}
+      {% for name, data in rate.items() %}
+      {
+        name: "{{name}}",
+          data: {{data}}
+      },
+      {% endfor %}
+      {% endfor %}
+    ],
+    tooltip: {
+      theme: 'dark'
+    },
+    grid: {
+      padding: {
+        top: -20,
+        right: 0,
+        left: -4,
+        bottom: -4
+      },
+      strokeDashArray: 4,
+    },
+    xaxis: {
+      labels: {
+        padding: 0,
+      },
+      tooltip: {
+        enabled: false
+      },
+      type: 'datetime',
+    },
+    yaxis: {
+      labels: {
+        padding: 4
+      },
+    },
+    labels: [
+      {% for each in dates %}
+      "{{each}}",
+      {% endfor %}
+    ],
+
+    legend: {
+      show: true,
+      position: 'bottom',
+      offsetY: 12,
+      markers: {
+        width: 10,
+        height: 10,
+        radius: 100,
+      },
+      itemMargin: {
+        horizontal: 8,
+        vertical: 8
+      },
+    },
+  })).render();
+
+    let xhr = new XMLHttpRequest();
+    xhr.withCredentials = true;
+    xhr.open('GET', 'http://localhost:8008/api/transactions/{{userid}}');
+
+    xhr.onload = function() {
+      console.log(xhr.response);
+      var jsonResponse = JSON.parse(xhr.response);
+      for (let i = 0; i < jsonResponse.length; i++) {
+        var newRow="<tr><td>"+ jsonResponse[i].term + "</td><td>" + jsonResponse[i].quantity + "</td><td>" + jsonResponse[i].date + "</td><td>" + jsonResponse[i].side + "</td><td>"+ jsonResponse[i].rate +"</td></tr>";
+      document.getElementById('txbody').innerHTML += newRow;
+      }
+
+    };
+
+    xhr.send();
+
+});
+</script>
+
+
+{% endblock %}
diff --git a/templates/register.html b/templates/register.html
new file mode 100644
index 0000000..6a489b4
--- /dev/null
+++ b/templates/register.html
@@ -0,0 +1,64 @@
+
+{% extends 'base.html' %}
+
+
+{% block content %}
+<div class="row row-deck row-cards">
+  <h1>Registration</h1>
+  <div class="col-sm-6 col-lg-3">
+    <div class="card">
+      <div class="card-body">
+        <h4>Registration will assign you a UUID, please remember this UUID to login!</h4>
+        
+        <button id="regbtn" class="btn btn-primary ms-auto">Register</button>
+      </div>
+    </div>
+  </div>
+  <div class="col-sm-6 col-lg-3">
+    <div class="card">
+      <div class="card-body">
+        <h4>If you already have a UUID, enter it below to login</h4>
+
+        <div class="mb-3">
+          <label class="form-label">Enter ID</label>
+          <input type="text" class="form-control" placeholder="User ID" id="uuidid" />
+        </div>
+        
+        <button id="loginbtn" class="btn btn-primary ms-auto">Login</button>
+      </div>
+    </div>
+  </div>
+</div>
+
+<script>
+    document.getElementById("regbtn").addEventListener('click', () => {
+      var r = new XMLHttpRequest();
+      r.open("POST", "/api/createuser", true);
+      r.onreadystatechange = function () {
+        r.onload = function () {
+          window.location.reload();
+        }
+      };
+
+      r.setRequestHeader("Content-Type", "application/json")
+      // Send data in below way from JS
+      r.send();
+    });
+
+    document.getElementById("loginbtn").addEventListener('click', () => {
+      var r = new XMLHttpRequest();
+      r.open("POST", "/api/login", true);
+      r.onreadystatechange = function () {
+        r.onload = function () {
+          window.location.reload();
+        }
+      };
+
+      r.setRequestHeader("Content-Type", "application/json")
+      // Send data in below way from JS
+      r.send(JSON.stringify({
+        "id": document.getElementById('uuidid').value
+      }));
+    });
+</script>
+{% endblock %}
diff --git a/transactions.p b/transactions.p
new file mode 100644
index 0000000..1bfa8ca
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diff --git a/users.p b/users.p
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index 0000000..81c0fa2
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