Update app.py

app.py

@@ -101,9 +101,9 @@ def calculate_fibonacci_levels(data):
         "78.6%": high - diff * 0.786,
     }
 
-# Function to calculate probabilities for the next 12 hours
+# Function to calculate probabilities
 def calculate_probabilities(data):
-    # Calculate indicators on the entire dataset
+    # Calculate indicators
     data['RSI'] = calculate_rsi(data)
     data['MACD'], data['MACD_Signal'] = calculate_macd(data)
     data['EMA_50'] = calculate_ema(data, period=50)
@@ -117,7 +117,7 @@ def calculate_probabilities(data):
     # Use the most recent values for predictions
     recent_data = data.iloc[-1]
     
-    # Calculate probabilities based on recent data
+    # Calculate probabilities
     probabilities = {
         "RSI": {"Pump": 0, "Dump": 0},
         "MACD": {"Pump": 0, "Dump": 0},
@@ -273,9 +273,12 @@ def fetch_crypto_news(symbol):
                     # Format the date as "Month Day"
                     published_date = datetime.strptime(entry.published, "%a, %d %b %Y %H:%M:%S %z").strftime("%B %d")
                     
+                    # Extract website name from the link
+                    website = entry.link.split("//")[1].split("/")[0]
+                    
                     news_items.append({
                         "title": entry.title,
-                        "link": entry.link,
+                        "website": website,
                         "sentiment": sentiment,
                         "published": published_date,
                     })
@@ -295,7 +298,7 @@ def crypto_app(symbol):
             if len(data) < 20:
                 return f"Not enough data to calculate indicators. Only {len(data)} rows available. Please try a longer period."
             else:
-                # Calculate probabilities for the next 12 hours
+                # Calculate probabilities
                 probabilities, recent_data = calculate_probabilities(data)
                 
                 # Predict future prices
@@ -308,7 +311,7 @@ def crypto_app(symbol):
                 fib_levels = calculate_fibonacci_levels(data)
                 
                 # Prepare output
-                output = f"**{symbol} Pump/Dump Probabilities (Next 12 Hours):**\n"
+                output = f"**{symbol} Pump/Dump Probabilities:**\n"
                 for indicator, values in probabilities.items():
                     output += f"- **{indicator}**: Pump: {values['Pump']:.2f}%, Dump: {values['Dump']:.2f}%\n"
                 
@@ -325,8 +328,7 @@ def crypto_app(symbol):
                 output += "\n**Latest Crypto News Sentiment:**\n"
                 if isinstance(news_items, list):
                     for news in news_items:
-                        output += f"- **{news['title']}** ({news['sentiment']}) - {news['published']}\n"
-                        output += f"  [Read more]({news['link']})\n"
+                        output += f"- **{news['title']}** ({news['sentiment']}) - {news['website']}\n"
                 else:
                     output += news_items
                 
@@ -334,13 +336,15 @@ def crypto_app(symbol):
     else:
         return "Please enter a cryptocurrency symbol."
 
-# Gradio Interface
+# Gradio Interface with Background Image
 iface = gr.Interface(
     fn=crypto_app,
     inputs=gr.Textbox(placeholder="Enter cryptocurrency symbol (e.g., ETH, BTC)"),
     outputs="text",
-    title="Crypto Information Finder and Pump/Dump Predictor 📈📉",
+    title="Crypto AI Agent 📈📉",
     description="This app provides technical indicator-based predictions, price forecasts, and sentiment analysis for any cryptocurrency.",
+    theme="default",  # Use a theme that supports custom backgrounds
+    css=".gradio-container { background-image: url('https://example.com/crypto-background.jpg'); background-size: cover; }",
 )
 
 iface.launch()