app.py

app.py

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+import requests
+import yfinance as yf
+import pandas_ta as ta
+import cryptocompare
+from tradingview_ta import TA_Handler, Interval
+import gradio as gr
+
+# Fetch BTC data from multiple sources
+def get_coin_gecko_price():
+    response = requests.get("https://api.coingecko.com/api/v3/simple/price?ids=bitcoin&vs_currencies=usd")
+    data = response.json()
+    return data['bitcoin']['usd']
+
+def get_yfinance_price():
+    btc_data = yf.Ticker("BTC-USD")
+    current_price = btc_data.history(period="1d")['Close'][0]
+    return current_price
+
+def get_cryptocompare_price():
+    cryptocompare_price = cryptocompare.get_price('BTC', currency='USD')
+    return cryptocompare_price['BTC']['USD']
+
+def get_tradingview_analysis():
+    handler = TA_Handler(
+        symbol="BTCUSD",
+        screener="crypto",
+        exchange="BINANCE",
+        interval=Interval.INTERVAL_1_HOUR
+    )
+    analysis = handler.get_analysis()
+    return analysis.summary["RECOMMENDATION"]
+
+# Calculate technical indicators using pandas-ta
+def calculate_technical_indicators():
+    btc_data = yf.download("BTC-USD", period="30d", interval="1h")
+    close_prices = btc_data['Close']
+    ma_50 = ta.sma(close_prices, length=50)
+    ma_200 = ta.sma(close_prices, length=200)
+    rsi = ta.rsi(close_prices, length=14)
+    macd = ta.macd(close_prices)
+    return {
+        "MA 50": ma_50.iloc[-1],
+        "MA 200": ma_200.iloc[-1],
+        "RSI": rsi.iloc[-1],
+        "MACD": macd['MACD_12_26_9'].iloc[-1],
+        "Signal Line": macd['MACDs_12_26_9'].iloc[-1]
+    }
+
+# Gradio interface for custom prompts
+def analyze_btc(prompt):
+    prompt_lower = prompt.lower()
+    
+    if "price" in prompt_lower:
+        price_yf = get_yfinance_price()
+        price_cg = get_coin_gecko_price()
+        price_cryptocompare = get_cryptocompare_price()
+        return (f"BTC Price (Yahoo Finance): ${price_yf:.2f}\n"
+                f"BTC Price (CoinGecko): ${price_cg:.2f}\n"
+                f"BTC Price (CryptoCompare): ${price_cryptocompare:.2f}")
+    
+    elif "rsi" in prompt_lower or "macd" in prompt_lower or "moving average" in prompt_lower or "ma" in prompt_lower:
+        indicators = calculate_technical_indicators()
+        return (f"RSI: {indicators['RSI']:.2f}\n"
+                f"MACD: {indicators['MACD']:.2f}, Signal Line: {indicators['Signal Line']:.2f}\n"
+                f"MA 50: {indicators['MA 50']:.2f}, MA 200: {indicators['MA 200']:.2f}")
+    
+    elif "trend" in prompt_lower:
+        trend_recommendation = get_tradingview_analysis()
+        return f"BTC Trend (TradingView): {trend_recommendation}"
+    
+    else:
+        return "I'm not sure what you're asking. Try asking about price, RSI, MACD, or trend."
+
+# Gradio interface setup
+interface = gr.Interface(
+    fn=analyze_btc,
+    inputs="text",
+    outputs="text",
+    title="BTC Real-Time Analyzer with Multiple Data Sources",
+    description="Ask questions about BTC's real-time data (from CoinGecko, Yahoo Finance, CryptoCompare, TradingView)"
+)
+
+# Launch the Gradio app
+interface.launch()