diff --git "a/examples.json" "b/examples.json"
--- "a/examples.json"
+++ "b/examples.json"
@@ -1,23234 +1,15490 @@
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-      "label": "cancellation",
-      "text": "Discontinuing service due to pricing increase. 3 year customer leaving. Disappointed about the experience overall."
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-      "text": "Trial didn't meet expectations. Don't convert to paid. Cancel now."
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       "label": "complaint",
-      "text": "Beyond frustrated. Your product is costing us money every day it's broken."
+      "text": "The venture capital influence is destroying customer focus."
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       "label": "complaint",
-      "text": "Formal complaint about performance. 4 months of problems. Satisfaction level: 2/10. Expect immediate action."
+      "text": "Compliance audit failed because of your security gaps."
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       "label": "complaint",
-      "text": "Escalation required: Feature broken not resolved after 6 attempts. Customer since 2021. Patience exhausted."
+      "text": "You broke backward compatibility. Thousands of dollars in fixes needed."
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       "label": "complaint",
-      "text": "Your incompetence is staggering. How are you still in business?"
+      "text": "Your solution doesn't scale as promised. Architecture flawed."
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       "label": "complaint",
-      "text": "False promises and terrible delivery. Want full refund immediately."
+      "text": "Customer advisory board feedback completely ignored. Why bother?"
     }
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       "label": "information",
-      "text": "Fact-finding mission. How long have you been in business?"
+      "text": "Can you explain your data encryption methods?"
     },
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       "label": "information",
-      "text": "Researching Analytics solutions. Your product came up in Google search. Need details on real-time capabilities."
+      "text": "How long does implementation typically take?"
     },
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       "label": "information",
-      "text": "Competitive analysis phase. Why should we choose you?"
+      "text": "How does your audit trail work?"
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       "label": "information",
-      "text": "Gathering requirements for RFP. Need detailed technical specifications."
+      "text": "What's your approach to updates?"
     },
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       "label": "information",
-      "text": "Information request about support. Currently evaluating 3 vendors. Key criteria: responsiveness."
+      "text": "What training resources are available for new users?"
     }
   ],
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       "label": "purchase",
-      "text": "Want to buy before your price increase. Can we lock in current rates?"
+      "text": "I need to purchase backup and recovery options."
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       "label": "purchase",
-      "text": "Ready to invest $10000 in your Analytics solution. ROI calculations look positive. Procurement contact: mary@corp."
+      "text": "I'm ready to purchase real-time sync."
     },
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       "label": "purchase",
-      "text": "Purchase Intent: Want to buy 50 licenses of Team. Budget approved for Q1."
+      "text": "I'm interested in purchasing consulting hours too."
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       "label": "purchase",
-      "text": "Getting my company credit card details now. Will complete order within hour."
+      "text": "Ready to upgrade from silver to gold tier."
     }
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       "label": "support",
-      "text": "Step-by-step guide needed for complex setup. Getting confused by options."
+      "text": "Password requirements unclear. Keeps rejecting passwords."
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       "label": "support",
-      "text": "Support needed: Login problem preventing access. Tried password reset but didn't work. Ticket priority: High."
+      "text": "How do I set up recurring tasks? Manual entry tedious."
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       "label": "support",
-      "text": "Technical assistance required for importing. User guide page 23 not helpful. Been stuck for 3 hours."
+      "text": "How do I recover deleted items? Accidentally removed important file."
     },
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       "label": "support",
-      "text": "Training request for new team members. When is next session?"
+      "text": "My data looks corrupted after last update. Can you restore?"
     },
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-      "label": "upgrade",
-      "text": "Pilot successful. Ready to roll out company-wide. Need enterprise agreement."
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-      "text": "New requirements from compliance. Need features in higher tier."
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-      "label": "upgrade",
-      "text": "Expansion needed: Adding Advanced analytics to current plan. Budget approved for 1000/month additional spend."
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-      ],
-      "label": "upgrade",
-      "text": "Upgrade request from Business to Enterprise plan. Users increasing from 50 to 200. Timeline: This week."
+      "text": "Need assistance with advanced filtering options."
     }
   ]
 }
\ No newline at end of file