Update app.py
Browse files
app.py
CHANGED
@@ -10,7 +10,10 @@ from datetime import datetime, timedelta
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summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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report_summarizer = pipeline("summarization", model="sshleifer/distilbart-cnn-12-6")
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def create_performance_comparison():
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categories = [
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'AI Model Loading',
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'Video Processing',
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'Large Dataset Analysis'
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]
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current_values = [20, 15, 10, 25, 12, 18]
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potential_values = [100, 100, 100, 100, 100, 100]
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@@ -33,7 +37,8 @@ def create_performance_comparison():
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barmode='group',
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yaxis_title='Relative Performance (%)',
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plot_bgcolor='white',
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font={'family': 'Arial', 'size': 14}
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)
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return fig
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@@ -65,7 +70,8 @@ def create_roi_projection():
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xaxis_title='Month',
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yaxis_title='Revenue (USD)',
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plot_bgcolor='white',
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font={'family': 'Arial', 'size': 14}
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)
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return fig
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@@ -79,34 +85,37 @@ def calculate_loan_details(loan_amount, interest_rate=5.0):
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monthly_payment = amount * (monthly_rate * (1 + monthly_rate) ** repayment_period) / ((1 + monthly_rate) ** repayment_period - 1)
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schedule = "๐ Detailed Loan Repayment Schedule
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schedule += f"
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schedule += f"
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schedule += f"
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schedule += f"
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remaining_balance = amount
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total_interest = 0
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current_date = datetime.now()
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schedule += "Monthly Breakdown
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for month in range(1, repayment_period + grace_period + 1):
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date = current_date + timedelta(days=30 * month)
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if month <= grace_period:
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schedule += f"{date.strftime('%B %Y')}: Grace Period (No Payment)\n"
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else:
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interest = remaining_balance * monthly_rate
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principal = monthly_payment - interest
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remaining_balance -= principal
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total_interest += interest
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schedule += f"{date.strftime('%B %Y')}: ${monthly_payment:,.2f} (Principal: ${principal:,.2f}, Interest: ${interest:,.2f})\n"
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schedule += f"\n
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return schedule
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except ValueError:
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return "โ ๏ธ Please enter a valid loan amount"
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def web_scrape_agent(url):
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try:
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response = requests.get(url, headers={'User-Agent': 'Mozilla/5.0'})
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@@ -122,7 +131,7 @@ def research_agent(query):
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results = ddgs.text(query, max_results=5)
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if results:
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response = "\n\n".join(
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[f"{result.get('title', 'No Title')}
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)
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return response
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else:
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@@ -184,42 +193,56 @@ def weather_report_agent(city):
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except Exception as e:
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return f"Error fetching weather data: {e}"
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gr.Markdown("""
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""")
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with gr.Tabs():
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# Business Analysis Tabs
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with gr.TabItem("๐ข Company Overview"):
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with gr.Row():
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with gr.Column():
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gr.Markdown("""
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### ๐ฏ Our Vision
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through strategic infrastructure investment and intelligent automation.
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### ๐ช Core Competencies
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- ๐ค Advanced AI Solutions
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- ๐ฎ Game Development
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- ๐ Data Analytics
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- ๐ป Custom Software Development
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""")
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with gr.Column():
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gr.Markdown("""
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###
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- Multi-
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### โก Platform Capabilities
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- Automated research and analysis
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- Real-time weather monitoring
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- Web content extraction
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- Strategic planning assistance
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""")
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with gr.TabItem("๐ Performance Analysis"):
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@@ -235,8 +258,7 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
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calculate_button = gr.Button("๐ Calculate Repayment Schedule", variant="primary")
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schedule_output = gr.Textbox(label="Detailed Repayment Schedule", lines=15)
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calculate_button.click(calculate_loan_details, inputs=[loan_amount, interest_rate], outputs=[schedule_output])
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# Multi-Agent Tabs
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with gr.TabItem("๐ Web Research"):
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with gr.Row():
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url_input = gr.Textbox(label="Enter URL for Analysis", placeholder="https://example.com", lines=1)
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@@ -249,23 +271,46 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
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research_output = gr.Textbox(label="Research Results", lines=10)
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scrape_button.click(web_scrape_agent, inputs=url_input, outputs=scrape_output)
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research_button.click(research_agent, inputs=research_query, outputs=research_output)
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with gr.TabItem("๐ Report Generator"):
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report_input = gr.Textbox(label="Enter Content for Summary", placeholder="Paste your text here...", lines=10)
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report_button = gr.Button("๐ Generate Report")
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report_output = gr.Textbox(label="Generated Summary", lines=6)
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report_button.click(report_agent, inputs=report_input, outputs=report_output)
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with gr.TabItem("๐
Project Planning"):
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planning_input = gr.Textbox(label="Enter Project Goal", placeholder="E.g., Launch new product line", lines=2)
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planning_button = gr.Button("๐ฏ Generate Plan")
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planning_output = gr.Textbox(label="Action Plan", lines=6)
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planning_button.click(planning_agent, inputs=planning_input, outputs=planning_output)
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with gr.TabItem("๐ค๏ธ Weather Monitor"):
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city_input = gr.Textbox(label="Enter City Name", placeholder="e.g., London", lines=1)
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weather_button = gr.Button("๐ก๏ธ Get Weather")
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weather_output = gr.Textbox(label="Weather Report", lines=3)
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weather_button.click(weather_report_agent, inputs=city_input, outputs=weather_output)
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summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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report_summarizer = pipeline("summarization", model="sshleifer/distilbart-cnn-12-6")
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##########################################
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# BUSINESS ANALYSIS FUNCTIONS #
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##########################################
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def create_performance_comparison():
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categories = [
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'AI Model Loading',
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'Video Processing',
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'Large Dataset Analysis'
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]
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# Current performance (2GB VRAM) vs. potential with an upgraded GPU.
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current_values = [20, 15, 10, 25, 12, 18]
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potential_values = [100, 100, 100, 100, 100, 100]
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barmode='group',
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yaxis_title='Relative Performance (%)',
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plot_bgcolor='white',
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font={'family': 'Arial', 'size': 14},
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legend={'orientation': 'h', 'x':0.2, 'y':1.1}
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)
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return fig
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xaxis_title='Month',
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yaxis_title='Revenue (USD)',
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plot_bgcolor='white',
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font={'family': 'Arial', 'size': 14},
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legend={'orientation': 'h', 'x':0.3, 'y':1.1}
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)
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return fig
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monthly_payment = amount * (monthly_rate * (1 + monthly_rate) ** repayment_period) / ((1 + monthly_rate) ** repayment_period - 1)
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schedule = "๐ **Detailed Loan Repayment Schedule**\n\n"
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schedule += f"**๐ฐ Loan Amount:** ${amount:,.2f}\n"
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schedule += f"**โณ Grace Period:** {grace_period} months\n"
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schedule += f"**๐ Annual Interest Rate:** {interest_rate}%\n"
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schedule += f"**๐ต Monthly Payment (starting month {grace_period + 1}):** ${monthly_payment:,.2f}\n\n"
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remaining_balance = amount
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total_interest = 0
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current_date = datetime.now()
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schedule += "**Monthly Breakdown:**\n"
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for month in range(1, repayment_period + grace_period + 1):
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date = current_date + timedelta(days=30 * month)
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if month <= grace_period:
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schedule += f"- {date.strftime('%B %Y')}: Grace Period (No Payment)\n"
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else:
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interest = remaining_balance * monthly_rate
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principal = monthly_payment - interest
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remaining_balance -= principal
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total_interest += interest
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schedule += f"- {date.strftime('%B %Y')}: ${monthly_payment:,.2f} (Principal: ${principal:,.2f}, Interest: ${interest:,.2f})\n"
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schedule += f"\n**๐ Total Interest Paid:** ${total_interest:,.2f}"
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return schedule
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except ValueError:
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return "โ ๏ธ Please enter a valid loan amount"
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##########################################
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# MULTI-AGENT FUNCTIONS #
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##########################################
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def web_scrape_agent(url):
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try:
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response = requests.get(url, headers={'User-Agent': 'Mozilla/5.0'})
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results = ddgs.text(query, max_results=5)
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if results:
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response = "\n\n".join(
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[f"**{result.get('title', 'No Title')}**:\n{result.get('href', 'No URL')}" for result in results]
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)
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return response
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else:
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except Exception as e:
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return f"Error fetching weather data: {e}"
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##########################################
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# GRADIO INTERFACE #
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##########################################
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with gr.Blocks(theme=gr.themes.Soft(), css="""
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/* Custom CSS for header and tabs */
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.header {
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background: linear-gradient(90deg, #4ECB71, #FF6B6B);
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padding: 20px;
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text-align: center;
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color: white;
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font-family: 'Arial', sans-serif;
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}
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.header h1 {
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margin: 0;
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font-size: 36px;
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}
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.header p {
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margin: 5px 0 0;
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font-size: 18px;
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}
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""") as demo:
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# Custom header
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gr.HTML("""
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<div class="header">
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<h1>๐ Sletcher Systems</h1>
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<p>Advanced Business & Multi-Agent Intelligence Platform</p>
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</div>
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""")
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gr.Markdown("""
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## Welcome!
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Explore our comprehensive suite of tools that leverage state-of-the-art AI for business analysis, strategic planning, and real-time insights.
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""")
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with gr.Tabs():
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with gr.TabItem("๐ข Company Overview"):
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with gr.Row():
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with gr.Column():
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gr.Markdown("""
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### ๐ฏ Our Vision
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Transform Sletcher Systems into a leading tech solutions provider by integrating cutting-edge AI, immersive game development, and data-driven insights.
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""")
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with gr.Column():
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gr.Markdown("""
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### ๐ช Core Competencies
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- ๐ค Advanced AI Solutions
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- ๐ฎ Next-Gen Game Development
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- ๐ In-Depth Data Analytics
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- ๐ป Custom Software & Multi-Agent Systems
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""")
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with gr.TabItem("๐ Performance Analysis"):
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calculate_button = gr.Button("๐ Calculate Repayment Schedule", variant="primary")
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schedule_output = gr.Textbox(label="Detailed Repayment Schedule", lines=15)
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calculate_button.click(calculate_loan_details, inputs=[loan_amount, interest_rate], outputs=[schedule_output])
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with gr.TabItem("๐ Web Research"):
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with gr.Row():
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url_input = gr.Textbox(label="Enter URL for Analysis", placeholder="https://example.com", lines=1)
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research_output = gr.Textbox(label="Research Results", lines=10)
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scrape_button.click(web_scrape_agent, inputs=url_input, outputs=scrape_output)
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research_button.click(research_agent, inputs=research_query, outputs=research_output)
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with gr.TabItem("๐ Report Generator"):
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report_input = gr.Textbox(label="Enter Content for Summary", placeholder="Paste your text here...", lines=10)
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report_button = gr.Button("๐ Generate Report")
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report_output = gr.Textbox(label="Generated Summary", lines=6)
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report_button.click(report_agent, inputs=report_input, outputs=report_output)
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with gr.TabItem("๐
Project Planning"):
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planning_input = gr.Textbox(label="Enter Project Goal", placeholder="E.g., Launch new product line", lines=2)
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planning_button = gr.Button("๐ฏ Generate Plan")
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planning_output = gr.Textbox(label="Action Plan", lines=6)
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planning_button.click(planning_agent, inputs=planning_input, outputs=planning_output)
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with gr.TabItem("๐ค๏ธ Weather Monitor"):
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city_input = gr.Textbox(label="Enter City Name", placeholder="e.g., London", lines=1)
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weather_button = gr.Button("๐ก๏ธ Get Weather")
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weather_output = gr.Textbox(label="Weather Report", lines=3)
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weather_button.click(weather_report_agent, inputs=city_input, outputs=weather_output)
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with gr.TabItem("๐ก Personal Pitch"):
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gr.Markdown("""
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### Why I Need Your Support
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I'm passionate about building cutting-edge applicationsโranging from retrieval-augmented generation (RAG) systems to immersive game development and advanced AI research.
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**My vision:**
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- Leverage GPU-accelerated technologies to build scalable, real-time solutions.
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- Transform data into actionable insights that drive business success.
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- Innovate at the intersection of AI, software development, and automation.
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**What I bring to the table:**
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- Proven ability to build robust apps and multi-agent systems.
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- Hands-on expertise in training state-of-the-art models.
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- A relentless drive to learn and innovate on platforms like Hugging Face Spaces.
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**The ask:**
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- Your investment in a high-performance GPU will not only accelerate my projects but will also fuel the creation of solutions that have the potential to generate real revenue and transformative impact.
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Let's build the future together!
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""")
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gr.Markdown("### Thank you for your time and consideration!")
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demo.launch(share=True)
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