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Update app.py
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app.py
CHANGED
@@ -36,6 +36,52 @@ def get_current_time_in_timezone(timezone: str) -> str:
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final_answer = FinalAnswerTool()
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# If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
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# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
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final_answer = FinalAnswerTool()
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@tool
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def get_current_stock_price(ticker_symbol: str) -> Optional[dict]:
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"""
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Get the latest stock price for the given ticker symbol and calculates
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the price change over the last 5 days and retrun current stock price ,
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price change and percentage change.
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Args:
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ticker_symbol: The stock ticker symbol to fetch the price for.
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Returns:
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price -> dict: A dictionary containing the current stock price, the price change
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over the last 5 days, and the percentage change.
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Returns None if there's an error or no data is available.
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"""
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try:
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# Fetch stock data
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stock = yf.Ticker(ticker_symbol)
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stock_data = stock.history(period="5d") # Fetch data for the last 5 days
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if stock_data.empty:
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return {"error": f"No historical data available for {ticker_symbol}"}
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# Get the current price (last close price)
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current_price = stock_data['Close'].iloc[-1]
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# Calculate the price change over the last 5 days
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price_change = current_price - stock_data['Close'].iloc[0]
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price_change_percent = (price_change / stock_data['Close'].iloc[0]) * 100
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# Round all values to 2 decimal places
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price = {
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"price": round(current_price, 2),
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"price_change": round(price_change, 2),
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"price_change_percent": round(price_change_percent, 2)
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}
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return price
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except yf.exceptions.YFinanceException as yf_err:
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logger.error(f"YFinance error for {ticker_symbol}: {str(yf_err)}")
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except Exception as e:
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logger.error(f"Unexpected error fetching price for {ticker_symbol}: {str(e)}")
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return None
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final_answer = FinalAnswerTool()
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# If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
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# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
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