Update app.py

app.py

@@ -4,19 +4,45 @@ import requests
 import pytz
 import yaml
 from tools.final_answer import FinalAnswerTool
+import os
+import pandas as pd
 
 from Gradio_UI import GradioUI
 
 # Below is an example of a tool that does nothing. Amaze us with your creativity !
 @tool
-def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
-    #Keep this format for the description / args / args description but feel free to modify the tool
-    """A tool that does nothing yet 
+def get_intraday_data(
+    ticker: str,
+    start: datetime.datetime,
+    end: datetime.datetime
+)-> str: 
+    """A tool that fetches daily intraday data from EOD data service and returns min and max for the day
     Args:
-        arg1: the first argument
-        arg2: the second argument
+        ticker: the string representing a stock ticker at exchange
+        start: timestamp of type datetime.datetime that signals the beginning of the timeframe to fetch. Use NY timezone
+        end: timestamp of type datetime.datetime that signals the end of the timeframe to fetch. Use NY timezone
     """
-    return "What magic will you build ?"
+    eod_token = os.getenv("EOD_API_KEY")
+
+    aggs = self.eod_client.get_intraday_historical_data(
+        symbol=ticker,
+        interval='1m',
+        from_unix_time=start.timestamp(),
+        to_unix_time=end.timestamp()
+    )
+    if len(aggs) == 0:
+        return pd.DataFrame()
+    df = pd.DataFrame(aggs)
+    df["date"] = pd.to_datetime(df.timestamp, unit='s')
+    df.drop(columns=["timestamp", "gmtoffset", "datetime"], inplace=True)
+    df.date = df.date.dt.tz_localize('UTC')
+    df.date = df.date.dt.tz_convert('US/Eastern')
+    df.set_index("date", inplace=True)
+
+    max = df.high.max()
+    min = df.low.min()
+    
+    return f"Max value: {max}. Min value {min}"
 
 @tool
 def get_current_time_in_timezone(timezone: str) -> str: