Update app.py

app.py

@@ -1,6 +1,41 @@
 import streamlit as st
 from thronetrader import StrategicSignals
+import requests
+import pandas as pd
 
+# Hard-coded API key for demonstration purposes
+API_KEY = "QR8F9B7T6R2SWTAT"
+
+def fetch_alpha_vantage_data(api_key):
+    url = f'https://www.alphavantage.co/query?function=TIME_SERIES_INTRADAY&symbol=IBM&interval=5min&apikey={api_key}'
+    response = requests.get(url)
+    alpha_vantage_data = response.json()
+    return alpha_vantage_data
+
+def main():
+    st.title("Stock Trend Predictor")
+
+    # Use the hard-coded API key
+    api_key = API_KEY
+
+    # Fetch Alpha Vantage data
+    alpha_vantage_data = fetch_alpha_vantage_data(api_key)
+
+    # Extract relevant data from Alpha Vantage response
+    alpha_vantage_time_series = alpha_vantage_data.get('Time Series (5min)', {})
+    df = pd.DataFrame(alpha_vantage_time_series).T
+    df.index = pd.to_datetime(df.index)
+    df = df.dropna(axis=0)
+
+    # Print DataFrame for observation
+    st.subheader("Raw Data:")
+    st.write(df)
+
+    # Uncomment the next line if you want to stop the execution here to observe the data
+    # st.stop()
+
+if __name__ == "__main__":
+    main()
 def main():
     st.title("Strategic Trading Signals")