app: include forecasts in plot

app.py

@@ -1,5 +1,7 @@
+import dotenv
 import gradio as gr
 
+from src.fetch_forecast import FetchForecast
 from src.stock_analysis_agent import StockAnalyst
 from src.technical_analysis import TechnicalAnalysis
 
@@ -44,10 +46,15 @@ def plot_stock(agent_instance, ticker):
         return 'Stock-Analysis Agent is not initialized. Please initialize first.'
     ticker_exists = agent_instance.tickerfinder.does_ticker_exist(ticker)
     if ticker_exists:
+        # fetch the forecasts
+        dotenv.load_dotenv(dotenv.find_dotenv())
+        df_past, df_fcst = FetchForecast(ticker).run()
         # run the technical analysis
         _, fig = TechnicalAnalysis(
             ticker=ticker,
             fetchperiodinweeks=12,
+            df_past=df_past,
+            df_fcst=df_fcst,
             plot_ta=True,
             savefig=False,
             debug=False).run()