Update app.py

app.py

@@ -4,6 +4,8 @@ import requests
 import pytz
 import yaml
 from tools.final_answer import FinalAnswerTool
+from typing import Dict, Optional
+import json
 
 from Gradio_UI import GradioUI
 
@@ -19,23 +21,170 @@ def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return
     return "What magic will you build ?"
 
 @tool
-def get_current_time_in_timezone(timezone: str) -> str:
-    """A tool that fetches the current local time in a specified timezone.
+def get_payroll_laws(country: str, specific_area: Optional[str] = None) -> str:
+    """Retrieves payroll laws and regulations from the specified country's tax office portal
+    
     Args:
-        timezone: A string representing a valid timezone (e.g., 'America/New_York').
+        country: The country name or ISO code (e.g., 'USA', 'United Kingdom', 'Germany')
+        specific_area: Optional specific area of payroll law (e.g., 'tax_rates', 'social_security', 'minimum_wage', 'overtime')
+    
+    Returns:
+        A formatted string containing payroll law information for the specified country
     """
+    
+    # Mapping of countries to their tax office portals (for reference)
+    tax_portals = {
+        'USA': 'https://www.irs.gov',
+        'UK': 'https://www.gov.uk/government/organisations/hm-revenue-customs',
+        'Germany': 'https://www.bzst.de',
+        'France': 'https://www.impots.gouv.fr',
+        'Canada': 'https://www.canada.ca/en/revenue-agency',
+        'Australia': 'https://www.ato.gov.au',
+        'India': 'https://www.incometax.gov.in',
+        'Japan': 'https://www.nta.go.jp',
+        'Singapore': 'https://www.iras.gov.sg',
+        'Netherlands': 'https://www.belastingdienst.nl'
+    }
+    
+    # Normalize country input
+    country = country.upper().strip()
+    
+    # Since we cannot directly scrape government websites without proper authorization,
+    # this is a demonstration structure that would return general payroll law information
+    # In production, you would integrate with official APIs or authorized data sources
+    
     try:
-        # Create timezone object
-        tz = pytz.timezone(timezone)
-        # Get current time in that timezone
-        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
-        return f"The current local time in {timezone} is: {local_time}"
+        # Example structure of payroll laws data
+        # In production, this would fetch from actual APIs or databases
+        payroll_info = {
+            'USA': {
+                'tax_rates': {
+                    'federal_income_tax': 'Progressive rates: 10%, 12%, 22%, 24%, 32%, 35%, 37%',
+                    'social_security': '6.2% (employee), 6.2% (employer) on wages up to $160,200 (2023)',
+                    'medicare': '1.45% (employee), 1.45% (employer), additional 0.9% for high earners'
+                },
+                'minimum_wage': 'Federal: $7.25/hour (varies by state)',
+                'overtime': 'Time and a half for hours over 40 per week (FLSA)',
+                'payroll_frequency': 'Varies: weekly, bi-weekly, semi-monthly, or monthly',
+                'withholding_requirements': 'Form W-4 for federal withholding',
+                'reporting': 'Quarterly Form 941, Annual Forms W-2 and W-3',
+                'portal': tax_portals.get('USA', 'N/A')
+            },
+            'UK': {
+                'tax_rates': {
+                    'income_tax': 'Personal allowance: £12,570, Basic rate: 20%, Higher rate: 40%, Additional rate: 45%',
+                    'national_insurance': 'Class 1: 12% on £12,570-£50,270, 2% above',
+                    'employer_ni': '13.8% on earnings above £175/week'
+                },
+                'minimum_wage': 'National Living Wage: £10.42/hour (23+), varies by age',
+                'pension': 'Auto-enrollment minimum: 8% (3% employer, 5% employee)',
+                'payroll_frequency': 'Weekly or monthly',
+                'paye_system': 'Real Time Information (RTI) reporting required',
+                'reporting': 'Full Payment Submission (FPS) with each payroll',
+                'portal': tax_portals.get('UK', 'N/A')
+            },
+            'GERMANY': {
+                'tax_rates': {
+                    'income_tax': 'Progressive: 0-45% based on income brackets',
+                    'solidarity_surcharge': '5.5% of income tax (for high earners)',
+                    'church_tax': '8-9% of income tax (if applicable)'
+                },
+                'social_insurance': {
+                    'pension': '18.6% (9.3% each)',
+                    'health': '14.6% + additional (split equally)',
+                    'unemployment': '2.4% (1.2% each)',
+                    'long_term_care': '3.05% (varies by state and children)'
+                },
+                'minimum_wage': '€12/hour (as of 2023)',
+                'payroll_frequency': 'Monthly standard',
+                'reporting': 'DEÜV electronic reporting system',
+                'portal': tax_portals.get('Germany', 'N/A')
+            }
+        }
+        
+        # Check if country data is available
+        if country not in payroll_info:
+            # For countries not in our example data, provide a template response
+            return f"""Payroll Laws for {country}:
+            
+Unfortunately, detailed payroll law information for {country} is not currently available in this system.
+
+To obtain accurate payroll laws for {country}, please:
+1. Visit the official tax authority website: {tax_portals.get(country, 'Please search for the official tax office portal')}
+2. Consult with a local payroll specialist or tax advisor
+3. Check international payroll service providers for country-specific guides
+
+Key areas to research:
+- Income tax rates and brackets
+- Social security contributions
+- Mandatory benefits and insurance
+- Minimum wage requirements
+- Overtime regulations
+- Payroll reporting requirements
+- Payment frequency regulations
+
+Note: Payroll laws change frequently. Always verify current regulations with official sources."""
+        
+        # Get country data
+        country_data = payroll_info[country]
+        
+        # Build response based on specific area or all information
+        if specific_area:
+            if specific_area in country_data:
+                info = country_data[specific_area]
+                return f"""Payroll Laws for {country} - {specific_area.replace('_', ' ').title()}:
+
+{json.dumps(info, indent=2) if isinstance(info, dict) else info}
+
+Source Portal: {country_data.get('portal', 'N/A')}
+
+Note: This information is for reference only. Please verify with official sources for the most current regulations."""
+            else:
+                return f"Specific area '{specific_area}' not found. Available areas: {', '.join(country_data.keys())}"
+        
+        # Return all payroll information
+        result = f"""Comprehensive Payroll Laws for {country}:
+        
+{'='*50}"""
+        
+        for category, details in country_data.items():
+            if category != 'portal':
+                result += f"\n\n{category.replace('_', ' ').upper()}:"
+                if isinstance(details, dict):
+                    for key, value in details.items():
+                        result += f"\n  • {key.replace('_', ' ').title()}: {value}"
+                else:
+                    result += f"\n  {details}"
+        
+        result += f"\n\n{'='*50}"
+        result += f"\nOfficial Portal: {country_data.get('portal', 'N/A')}"
+        result += "\n\n⚠️ IMPORTANT: This information is for reference purposes only. Payroll laws change frequently."
+        result += "\nAlways consult official government sources or qualified professionals for current regulations."
+        
+        return result
+        
     except Exception as e:
-        return f"Error fetching time for timezone '{timezone}': {str(e)}"
+        return f"""Error retrieving payroll laws for {country}: {str(e)}
+        
+Please try:
+1. Checking the country name/code is correct
+2. Specifying a valid area: 'tax_rates', 'social_security', 'minimum_wage', 'overtime'
+3. Consulting the official tax portal directly
 
+For production use, this tool would need:
+- API integration with official government data sources
+- Regular updates to reflect law changes
+- Proper authentication and compliance with data usage policies"""
 
-final_answer = FinalAnswerTool()
 
+# Example usage with your HuggingFace model setup
+if __name__ == "__main__":
+    # Test the tool
+    print(get_payroll_laws("USA"))
+    print("\n" + "="*70 + "\n")
+    print(get_payroll_laws("UK", "tax_rates"))
+    print("\n" + "="*70 + "\n")
+    print(get_payroll_laws("Germany", "social_insurance"))
 # 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:
 # model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'