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patterns/agents/basic_workflows.ipynb
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@@ -28,7 +28,7 @@
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@@ -213,7 +213,7 @@
},
{
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{
@@ -221,31 +221,31 @@
"output_type": "stream",
"text": [
"MARKET IMPACT ANALYSIS FOR CUSTOMERS\n",
"============================================\n",
"==================================\n",
"\n",
"HIGH PRIORITY IMPACTS\n",
"--------------------\n",
"-------------------\n",
"1. Price Sensitivity\n",
"- Rising inflation and costs likely to reduce purchasing power\n",
"- Increased competition for value-oriented products\n",
"- Risk of customers trading down to lower-cost alternatives\n",
"- Risk of trading down to lower-cost alternatives\n",
"\n",
"Recommended Actions:\n",
"• Introduce tiered pricing options\n",
"• Develop value-focused product lines\n",
"• Implement loyalty programs with cost-saving benefits\n",
"• Create loyalty programs with price benefits\n",
"• Highlight total cost of ownership benefits\n",
"\n",
"2. Technology Demands\n",
"- Accelerating tech advancement creating higher expectations\n",
"- Growing demand for smart/connected features\n",
"- Integration with mobile devices and apps becoming standard\n",
"- Integration of AI and smart features becoming standard\n",
"- Mobile/digital-first experience requirements\n",
"\n",
"Recommended Actions:\n",
"• Accelerate digital transformation initiatives\n",
"• Invest in user experience improvements\n",
"• Develop smart product features\n",
"• Create technology roadmap aligned with customer needs\n",
"• Provide tech education and support\n",
"\n",
"MEDIUM PRIORITY IMPACTS\n",
"----------------------\n",
@@ -256,27 +256,39 @@
"\n",
"Recommended Actions:\n",
"• Develop eco-friendly product lines\n",
"• Improve sustainability messaging\n",
"• Create transparent environmental reporting\n",
"• Consider green certification programs\n",
"• Improve packaging sustainability\n",
"• Communicate environmental initiatives\n",
"• Create recycling programs\n",
"\n",
"MONITORING & IMPLEMENTATION\n",
"--------------------------\n",
"1. Track customer satisfaction metrics\n",
"2. Conduct regular market surveys\n",
"3. Monitor competitor responses\n",
"4. Review pricing strategies quarterly\n",
"5. Measure environmental impact improvements\n",
"MONITORING & METRICS\n",
"-------------------\n",
"• Track customer satisfaction scores\n",
"• Monitor price sensitivity metrics\n",
"• Measure adoption of new technologies\n",
"• Track sustainability-related purchases\n",
"• Regular customer feedback surveys\n",
"\n",
"SUCCESS METRICS\n",
"--------------\n",
"• Customer retention rates\n",
"• Market share\n",
"• Sustainability goals met\n",
"• Customer satisfaction scores\n",
"• Technology adoption rates\n",
"RISK FACTORS\n",
"------------\n",
"• Economic downturn impact on spending\n",
"• Tech adoption learning curve\n",
"• Cost vs. sustainability trade-offs\n",
"• Competition from specialized providers\n",
"\n",
"This analysis should be reviewed quarterly and adjusted based on market conditions and customer feedback.\n",
"TIMELINE PRIORITIES\n",
"------------------\n",
"Immediate (0-3 months):\n",
"- Price optimization\n",
"- Digital experience improvements\n",
"\n",
"Short-term (3-12 months):\n",
"- Tech feature development\n",
"- Sustainability initiatives\n",
"\n",
"Long-term (12+ months):\n",
"- Advanced technology integration\n",
"- Comprehensive eco-friendly transformation\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"MARKET IMPACT ANALYSIS FOR EMPLOYEES\n",
"\n",
"Priority 1: Job Security Concerns\n",
@@ -287,182 +299,178 @@
"\n",
"Recommended Actions:\n",
"- Provide regular, transparent communications about company stability\n",
"- Create clear retention plans for key talent\n",
"- Establish severance/transition support programs if needed\n",
"- Develop internal mobility programs\n",
"- Create clear performance metrics tied to job security\n",
"- Establish early warning systems for at-risk positions\n",
"- Develop retention programs for key talent\n",
"\n",
"Priority 2: Skills Gap & Development\n",
"Impacts:\n",
"• Current skills becoming outdated due to market changes\n",
"• New technologies/processes requiring different capabilities\n",
"• Competition for skilled workers increasing\n",
"• New technologies/processes requiring additional training\n",
"• Competitive disadvantage without upskilling\n",
"\n",
"Recommended Actions:\n",
"- Conduct skills gap analysis\n",
"- Implement targeted training programs\n",
"- Offer tuition reimbursement/certification support\n",
"- Provide learning stipends/resources\n",
"- Create mentorship programs\n",
"- Partner with educational institutions\n",
"\n",
"Priority 3: Strategic Direction & Leadership\n",
"Impacts:\n",
"• Unclear career paths in changing environment\n",
"• Uncertainty about future company direction\n",
"• Need for new leadership approaches\n",
"• Uncertainty about career paths\n",
"• Lack of alignment with company goals\n",
"• Reduced engagement and commitment\n",
"\n",
"Recommended Actions:\n",
"- Develop and communicate clear strategic roadmap\n",
"- Create detailed career progression frameworks\n",
"- Increase leadership visibility and accessibility\n",
"- Establish regular town halls/feedback sessions\n",
"- Implement change management programs\n",
"- Develop clear career progression frameworks\n",
"- Create individual development plans\n",
"- Increase leadership visibility and communication\n",
"- Establish regular strategy updates and town halls\n",
"- Implement feedback mechanisms\n",
"\n",
"Implementation Timeline:\n",
"Short-term (0-3 months):\n",
"- Begin communication initiatives\n",
"- Start skills assessment\n",
"- Launch feedback channels\n",
"• Begin transparent communications\n",
"• Launch initial training assessments\n",
"• Start regular strategy updates\n",
"\n",
"Medium-term (3-12 months):\n",
"- Roll out training programs\n",
"- Implement career frameworks\n",
"- Develop retention strategies\n",
"Medium-term (3-6 months):\n",
"• Roll out training programs\n",
"• Implement retention initiatives\n",
"• Develop career frameworks\n",
"\n",
"Long-term (12+ months):\n",
"- Build sustainable talent development\n",
"- Create lasting cultural changes\n",
"- Monitor and adjust programs\n",
"Long-term (6+ months):\n",
"• Monitor and adjust programs\n",
"• Measure effectiveness\n",
"• Refine strategic alignment\n",
"\n",
"Success Metrics:\n",
"• Employee retention rates\n",
"• Skills acquisition levels\n",
"• Employee satisfaction scores\n",
"• Internal promotion rates\n",
"• Skills assessment scores\n",
"• Employee satisfaction surveys\n",
"• Productivity measures\n",
"• Career progression rates\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"MARKET IMPACT ANALYSIS FOR INVESTORS\n",
"===============================\n",
"\n",
"Primary Impacts\n",
"--------------\n",
"1. Growth Expectations\n",
"- Market volatility may reduce short-term returns\n",
"- Potential slowdown in expansion opportunities\n",
"- Competition for investment capital increasing\n",
"Priority 1: Financial Performance\n",
"Impacts:\n",
"• Market volatility may affect expected returns\n",
"• Economic uncertainty could slow growth targets\n",
"• Cost inflation may squeeze margins\n",
"\n",
"2. Cost Control Concerns \n",
"- Rising operational costs due to inflation\n",
"- Supply chain disruptions affecting margins\n",
"- Higher borrowing costs from interest rates\n",
"Recommended Actions:\n",
"- Implement enhanced financial reporting and forecasting\n",
"- Develop contingency plans for different market scenarios\n",
"- Identify cost optimization opportunities\n",
"- Consider strategic M&A opportunities at lower valuations\n",
"\n",
"3. Risk Profile\n",
"- Increased market uncertainty\n",
"- Regulatory changes creating compliance costs\n",
"- Geopolitical tensions affecting global investments\n",
"Priority 2: Risk Management\n",
"Impacts:\n",
"• Increased market risks require stronger controls\n",
"• New regulatory requirements possible\n",
"• Competitive landscape changes\n",
"\n",
"Recommended Actions (Prioritized)\n",
"-------------------------------\n",
"Immediate Priority:\n",
"1. Strengthen risk management protocols\n",
"- Implement enhanced monitoring systems\n",
"Recommended Actions:\n",
"- Strengthen risk management frameworks\n",
"- Increase frequency of risk assessments\n",
"- Diversify investment portfolio\n",
"- Develop contingency plans for market shifts\n",
"- Maintain higher cash reserves\n",
"\n",
"Medium Priority:\n",
"2. Optimize cost structure\n",
"- Review operational efficiency\n",
"- Identify automation opportunities\n",
"- Renegotiate supplier contracts\n",
"Priority 3: Communication & Transparency\n",
"Impacts:\n",
"• Heightened investor scrutiny expected\n",
"• Need for more detailed market analysis\n",
"• Demand for regular updates\n",
"\n",
"3. Enhance communication\n",
"- Increase transparency in reporting\n",
"- Regular stakeholder updates\n",
"- Clear messaging on strategy adjustments\n",
"Recommended Actions:\n",
"- Enhance investor communications\n",
"- Provide more frequent market updates\n",
"- Share detailed mitigation strategies\n",
"- Maintain open dialogue with key stakeholders\n",
"\n",
"Long-term Priority:\n",
"4. Strategic repositioning\n",
"- Explore new growth markets\n",
"- Invest in innovation\n",
"- Build resilience through diversification\n",
"Timeline Recommendations:\n",
"Short-term (0-6 months):\n",
"- Implement enhanced reporting\n",
"- Review risk controls\n",
"- Increase communication frequency\n",
"\n",
"Key Performance Metrics to Monitor\n",
"--------------------------------\n",
"1. Return on Investment (ROI)\n",
"2. Cost-to-Income Ratio\n",
"3. Risk-adjusted returns\n",
"4. Market share growth\n",
"5. Operating margins\n",
"Medium-term (6-18 months):\n",
"- Execute cost optimization\n",
"- Develop new growth strategies\n",
"- Build strategic partnerships\n",
"\n",
"Success Criteria\n",
"---------------\n",
"- Maintained or improved ROI\n",
"- Effective cost management\n",
"- Risk levels within acceptable parameters\n",
"- Clear communication with stakeholders\n",
"- Strategic objectives met\n",
"Long-term (18+ months):\n",
"- Evaluate market position\n",
"- Adjust investment strategy\n",
"- Consider structural changes\n",
"\n",
"Key Success Metrics:\n",
"• ROI performance\n",
"• Cost reduction achievements\n",
"• Risk incident rates\n",
"• Investor satisfaction scores\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"MARKET IMPACT ANALYSIS FOR SUPPLIERS\n",
"\n",
"Priority 1: Capacity Constraints\n",
"Impacts:\n",
"• Reduced ability to meet customer demand\n",
"• Risk of losing market share to competitors\n",
"• Increased operational costs from running at maximum capacity\n",
"HIGH PRIORITY IMPACTS:\n",
"1. Capacity Constraints\n",
"- Reduced ability to meet customer demand\n",
"- Risk of losing market share to competitors\n",
"- Strain on existing infrastructure and resources\n",
"- Potential breach of supply agreements\n",
"\n",
"Recommended Actions:\n",
"- Invest in capacity expansion where financially viable\n",
"- Implement advanced scheduling and forecasting systems\n",
"- Develop partnerships with backup suppliers\n",
"- Consider outsourcing non-critical components\n",
"• Invest in capacity expansion\n",
"• Implement better demand forecasting\n",
"• Develop contingency supplier network\n",
"• Negotiate flexible delivery terms\n",
"\n",
"Priority 2: Price Pressures\n",
"Impacts:\n",
"• Squeezed profit margins\n",
"• Difficulty maintaining quality standards\n",
"• Risk of losing customers to lower-cost alternatives\n",
"2. Price Pressures\n",
"- Squeezed profit margins\n",
"- Difficulty maintaining quality standards\n",
"- Risk of losing customers to lower-cost alternatives\n",
"- Cash flow challenges\n",
"\n",
"Recommended Actions:\n",
"- Review and optimize cost structure\n",
"- Negotiate long-term contracts with key customers\n",
"- Explore automation and efficiency improvements\n",
"- Develop value-added services to justify pricing\n",
"• Review cost structure and identify efficiencies\n",
"• Negotiate long-term contracts with price adjustment clauses\n",
"• Explore automation/process improvements\n",
"• Consider strategic partnerships to share costs\n",
"\n",
"Priority 3: Technology Transitions\n",
"Impacts:\n",
"• Need for new equipment and processes\n",
"• Workforce skill gaps\n",
"• Investment requirements\n",
"• Risk of obsolescence\n",
"3. Technology Transitions\n",
"- Need for new equipment and systems\n",
"- Training requirements for workforce\n",
"- R&D investment demands\n",
"- Risk of obsolescence\n",
"\n",
"Recommended Actions:\n",
"- Create technology roadmap and investment timeline\n",
"- Implement training programs for workforce\n",
"- Seek strategic partnerships with tech providers\n",
"- Consider R&D investments in key areas\n",
"• Develop technology roadmap\n",
"• Invest in workforce training\n",
"• Seek innovation partnerships\n",
"• Phase implementation of new technologies\n",
"\n",
"RISK MITIGATION STRATEGIES\n",
"MEDIUM PRIORITY CONSIDERATIONS:\n",
"- Supply chain resilience\n",
"- Quality control processes\n",
"- Market positioning\n",
"- Customer relationship management\n",
"\n",
"Short-term:\n",
"• Improve communication with customers about constraints\n",
"• Implement cost control measures\n",
"• Begin essential technology upgrades\n",
"LONG-TERM STRATEGIC RECOMMENDATIONS:\n",
"1. Build financial reserves for future investments\n",
"2. Develop diversification strategies\n",
"3. Create innovation partnerships\n",
"4. Strengthen customer relationships\n",
"5. Invest in sustainability initiatives\n",
"\n",
"Medium-term:\n",
"• Develop strategic capacity expansion plans\n",
"• Build relationships with alternative suppliers\n",
"• Invest in workforce development\n",
"\n",
"Long-term:\n",
"• Transform operations for digital age\n",
"• Build sustainable competitive advantages\n",
"• Establish innovation capabilities\n",
"\n",
"MONITORING METRICS\n",
"1. Capacity utilization rates\n",
"2. Price-to-cost margins\n",
"3. Technology adoption rates\n",
"4. Customer satisfaction scores\n",
"5. Market share trends\n",
"\n",
"This analysis should be reviewed quarterly and adjusted based on market conditions.\n"
"MONITORING METRICS:\n",
"• Production capacity utilization\n",
"• Price competitiveness\n",
"• Technology adoption rates\n",
"• Customer satisfaction levels\n",
"• Market share trends\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n"
]
}
],
@@ -500,12 +508,13 @@
")\n",
"\n",
"for result in impact_results:\n",
" print(result)"
" print(result)\n",
" print('+' * 80)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"execution_count": null,
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{
@@ -529,7 +538,7 @@
"Available routes: ['billing', 'technical', 'account', 'product']\n",
"Routing Analysis:\n",
"\n",
"This issue is clearly related to account access and authentication problems. The user is experiencing login difficulties with their password, which is a core account security and access issue. While there might be technical aspects involved, the primary concern is account access restoration. The urgency expressed by the user and the nature of the problem (password/login issues) makes this a typical account support case. Account team specialists are best equipped to handle password resets, account verification, and access restoration while following proper security protocols.\n",
"This issue is clearly related to account access and authentication problems. The user is experiencing login difficulties with their password, which is a core account security and access issue. While there might be technical aspects involved, the primary concern is account access restoration. The urgency mentioned by the user and the nature of the problem (password/login issues) makes this a typical account support case. Account team specialists are best equipped to handle password resets, account verification, and access restoration procedures.\n",
"\n",
"\n",
"Selected route: account\n",
@@ -537,42 +546,40 @@
"\n",
"Dear John,\n",
"\n",
"I understand you're experiencing login issues and have an urgent deadline. We'll need to verify your identity before proceeding with account recovery.\n",
"I understand your urgency regarding account access. Before proceeding with account recovery, we must verify your identity to maintain security protocols.\n",
"\n",
"Immediate Steps to Take:\n",
"1. Clear your browser cache and cookies\n",
"2. Ensure CAPS LOCK is not enabled\n",
"3. Try accessing from a private/incognito window\n",
"\n",
"If still unsuccessful, initiate account recovery:\n",
"1. Visit the secure password reset page: [Reset Portal URL]\n",
"Immediate Steps for Account Recovery:\n",
"1. Visit our secure password reset page at [secure portal URL]\n",
"2. Click \"Forgot Password\"\n",
"3. Enter your email address\n",
"4. Follow verification instructions sent to your registered email\n",
"5. Choose a new strong password\n",
"3. Enter your email address associated with the account\n",
"4. Follow the verification instructions sent to your email\n",
"\n",
"SECURITY VERIFICATION REQUIRED:\n",
"To protect your account, you'll need to provide:\n",
"- Account email address\n",
"- Date of last successful login\n",
"- Any two-factor authentication backup codes (if enabled)\n",
"Important Security Notes:\n",
"• The reset link expires in 30 minutes\n",
"• Do not share reset links or verification codes with anyone\n",
"• Ensure you're on our official website (check for https:// and correct domain)\n",
"\n",
"⚠️ IMPORTANT SECURITY WARNINGS:\n",
"- Never share passwords or verification codes\n",
"- Beware of similar-looking phishing emails\n",
"- Use unique passwords for each account\n",
"WARNING: If you're unable to access your email or receive the reset link, additional verification will be required through our identity verification process.\n",
"\n",
"Additional Security Recommendations:\n",
"- Enable Two-Factor Authentication after regaining access\n",
"- Review recent account activity for unauthorized access\n",
"- Update passwords on other accounts using similar credentials\n",
"\n",
"Expected Resolution Time:\n",
"- Password reset: 5-10 minutes\n",
"- Account verification: Up to 1 hour\n",
"- Support team response: Within 2 hours\n",
"• Password reset: 5-10 minutes\n",
"• Identity verification (if needed): 1-2 business hours\n",
"\n",
"If you cannot complete these steps or don't receive verification emails, contact our security team at [secure contact information] with your account details.\n",
"If you continue experiencing issues, please respond with:\n",
"1. Account email address\n",
"2. Last successful login date\n",
"3. Any recent account changes\n",
"\n",
"For urgent report submission, please contact your supervisor about deadline extension while we secure your account.\n",
"\n",
"Regards,\n",
"Account Security Team\n",
"\n",
"P.S. Once resolved, we strongly recommend enabling two-factor authentication for additional security.\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"\n",
"Ticket 2:\n",
"----------------------------------------\n",
@@ -588,14 +595,12 @@
"Available routes: ['billing', 'technical', 'account', 'product']\n",
"Routing Analysis:\n",
"\n",
"This is clearly a billing-related inquiry for several reasons:\n",
"1. The user is questioning a specific charge amount ($49.99)\n",
"2. They're comparing it to their expected plan price ($29.99)\n",
"3. They're requesting explanation of charges and potential adjustment\n",
"4. The issue involves credit card charges and pricing plans\n",
"5. There's no mention of technical issues, product features, or account access problems\n",
"\n",
"This is a straightforward billing dispute that requires access to payment records and the ability to process refunds or adjustments if needed.\n",
"This is clearly a billing-related inquiry as it involves:\n",
"1. Questions about charges on a credit card\n",
"2. Pricing plan discrepancy ($49.99 vs $29.99)\n",
"3. Request for explanation of charges\n",
"4. Potential request for refund/adjustment\n",
"The customer is specifically questioning a financial transaction, which falls under the billing team's expertise. While it touches on account plans, the core issue is about charges and payment processing.\n",
"\n",
"\n",
"Selected route: billing\n",
@@ -605,28 +610,32 @@
"\n",
"I understand your concern about the unexpected charge of $49.99 when you were expecting to be billed $29.99.\n",
"\n",
"After reviewing the billing details, this difference typically occurs when an account transitions from our Basic plan ($29.99) to our Premium plan, often due to either:\n",
"- An automatic upgrade based on usage\n",
"- A plan change request that may have been initiated\n",
"- The end of a promotional period\n",
"After reviewing the charge, this difference typically occurs when:\n",
"1. The promotional period for the $29.99 rate has ended\n",
"2. There was a plan upgrade or change in service tier\n",
"3. Additional services were added to the account\n",
"\n",
"Here are the next steps to resolve this:\n",
"To resolve this, I will:\n",
"1. Review your account history within 1 business day\n",
"2. Send you a detailed breakdown of the charges by email\n",
"3. If an error is confirmed, process a refund within 2-3 business days\n",
"4. Ensure your plan is set to the correct rate moving forward\n",
"\n",
"1. Within 1 business day: I will conduct a detailed audit of your account history to confirm when and why the plan change occurred\n",
"2. By tomorrow: You'll receive an email with the complete billing breakdown\n",
"3. Within 48 hours: If we confirm this was an error, we'll process a refund of $20 (the difference between plans)\n",
"For immediate action, you can:\n",
"- Review your current plan settings in your account dashboard\n",
"- Send us your last billing statement for comparison\n",
"- Provide any promotional codes you may have applied previously\n",
"\n",
"Payment Options:\n",
"- If this charge was indeed incorrect, we can either:\n",
" * Issue a direct refund to your credit card (3-5 business days)\n",
" * Apply a $20 credit to your next billing cycle\n",
"Payment options available:\n",
"- If a refund is due, it will be credited to your original payment method\n",
"- You can adjust your plan back to $29.99 through your account settings if eligible\n",
"- Monthly auto-pay can be reviewed and updated as needed\n",
"\n",
"Please let me know your preferred refund method if we determine this was charged in error.\n",
"\n",
"Is there anything else you need clarification on regarding your billing?\n",
"Please let me know if you need any additional information or have questions about these next steps.\n",
"\n",
"Best regards,\n",
"Billing Support Team\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"\n",
"Ticket 3:\n",
"----------------------------------------\n",
@@ -642,13 +651,13 @@
"Available routes: ['billing', 'technical', 'account', 'product']\n",
"Routing Analysis:\n",
"\n",
"This is clearly a technical/functional question about using a product feature (data export). The user is requesting specific instructions on how to perform a task within the system. Key terms like \"export,\" \"data,\" \"bulk export,\" and the request for step-by-step guidance indicate this is a technical how-to question. This isn't related to billing, account management, or product feedback - it's about understanding how to use an existing feature.\n",
"This is clearly a technical/how-to question about product functionality. The user is asking for specific instructions about a feature (data export), and mentions looking through documentation. The question is about product usage and requires technical knowledge to explain the export process. Keywords like \"export,\" \"data,\" \"bulk export,\" and reference to documentation strongly indicate this is a technical support matter rather than billing, account, or general product inquiry.\n",
"\n",
"\n",
"Selected route: technical\n",
"Technical Support Response:\n",
"\n",
"I'll help you export your project data to Excel. Here's the step-by-step process:\n",
"I'll help you export your project data to Excel. Here's the complete process:\n",
"\n",
"Steps to Export Data:\n",
"1. Log into your project dashboard\n",
@@ -656,34 +665,36 @@
"3. Select \"Data Management\" from the dropdown menu\n",
"4. Click the \"Export\" tab\n",
"5. Choose \"Bulk Export\" option\n",
"6. Select data range and specific data fields you want to export\n",
"7. Choose \"Excel (.xlsx)\" as the export format\n",
"6. Select data range and specific fields to export\n",
"7. Choose \"Excel (.xlsx)\" as the output format\n",
"8. Click \"Generate Export\"\n",
"9. Wait for the system to process (may take several minutes for large datasets)\n",
"10. Download the exported file when complete\n",
"9. Wait for the system to process (may take 1-15 minutes depending on data size)\n",
"10. Download the exported file when ready\n",
"\n",
"System Requirements:\n",
"- Supported browsers: Chrome 90+, Firefox 88+, Edge 91+\n",
"- Minimum 4GB RAM recommended for large exports\n",
"- Minimum 2GB RAM available\n",
"- Stable internet connection\n",
"- Excel 2016 or later to open exported files\n",
"- Excel 2016 or later for opening exported files\n",
"\n",
"Common Issues & Workarounds:\n",
"A. If export times out:\n",
" - Try reducing the date range\n",
" - Export in smaller batches\n",
" - Use off-peak hours\n",
" - Break data into smaller date ranges\n",
" - Export during off-peak hours\n",
" - Use filters to reduce data size\n",
"\n",
"B. If download fails:\n",
" - Clear browser cache\n",
" - Use incognito/private mode\n",
" - Use incognito/private window\n",
" - Try a different supported browser\n",
"\n",
"Escalation Path:\n",
"If you continue experiencing issues after trying the above steps, please:\n",
"1. Contact our technical support team at support@company.com\n",
"2. Include your project ID and export error messages\n",
"3. For urgent assistance, call our support hotline: 1-800-TECH-HELP\n"
"If you continue experiencing issues:\n",
"1. Contact your project administrator\n",
"2. Submit a ticket to technical support at support@company.com\n",
"3. Include your project ID and any error messages received\n",
"4. For urgent matters, call our support hotline: 1-800-XXX-XXXX\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n"
]
}
],
@@ -766,7 +777,8 @@
" print(\"\\nResponse:\")\n",
" print(\"-\" * 40)\n",
" response = route(ticket, support_routes)\n",
" print(response)"
" print(response)\n",
" print(\"+\" * 80)"
]
}
],