Input: {"body":{"messages":[{"content":"You are grouping elements into cohesive groups.\n\n**Instructions:** Group by date field (YYYY-MM-DD). Each date should have its own group.\n\n\n**Important:**\n- Each element gets exactly ONE group label\n- Use EXACT SAME label for similar items (case-sensitive)\n- Create new descriptive labels when needed\n\n**Output Format:**\nOne line per element:\n■0:Group Label■\n■1:Group Label■\n■END■","role":"system"},{"content":"**Existing Groups (prefer reusing these):**\n- 2025-02-02\n- 2024-04-15\n- 2024-04-12\n- 2024-01-09\n- 2024-05-13\n- 2024-01-04\n- 2024-06-23\n- 2024-06-30\n- 2024-07-09\n- 2024-01-15\n- 2024-04-13\n- 2024-05-27\n- 2024-01-06\n- 2024-09-02\n- 2024-06-22\n- 2024-01-29\n- 2024-07-15\n- 2024-02-17\n- 2024-09-08\n- 2024-03-25\n- 2024-07-30\n- 2024-06-29\n- 2024-09-10\n- 2024-12-07\n- 2025-01-14\n- 2024-07-29\n- 2025-05-13\n- 2025-04-09\n- 2025-03-29\n- 2024-03-19\n- 2024-06-09\n- 2025-03-19\n- 2024-06-18\n- 2024-01-30\n- 2024-08-13\n- 2024-07-12\n- 2025-03-20\n- 2024-06-25\n- 2025-03-18\n- 2024-04-22\n- 2024-08-04\n- 2024-04-09\n- 2024-03-26\n- 2024-10-02\n- 2024-10-10\n- 2025-03-23\n- 2024-11-20\n- 2024-06-15\n- 2025-04-03\n- 2024-02-29\n- 2024-11-29\n- 2024-09-25\n- 2025-04-17\n- 2024-01-10\n- 2024-05-04\n- 2024-04-08\n- 2024-05-16\n- 2025-04-05\n- 2024-12-11\n- 2024-02-12\n- 2024-05-25\n- 2024-09-15\n- 2024-09-27\n- 2024-05-01\n- 2024-07-31\n- 2024-05-28\n- 2025-03-25\n- 2025-04-25\n- 2024-10-24\n- 2025-04-13\n- 2025-03-27\n- 2025-04-14\n- 2024-11-01\n- 2024-11-14\n- 2024-08-22\n- 2025-03-31\n- 2025-04-23\n- 2024-11-12\n- 2024-04-19\n- 2025-01-15\n- 2024-01-24\n- 2024-03-03\n- 2024-08-20\n- 2025-04-08\n- 2025-01-21\n- 2024-08-19\n- 2025-03-22\n- 2024-06-26\n- 2025-01-20\n- 2024-06-28\n- 2024-01-17\n- 2024-06-19\n- 2024-11-25\n- 2024-11-17\n- 2025-02-06\n- 2025-02-04\n- 2024-05-14\n- 2024-04-26\n- 2024-10-13\n- 2024-04-21\n- 2024-04-17\n- 2025-01-05\n- 2024-04-24\n- 2024-03-14\n- 2024-08-25\n- 2024-03-11\n- 2024-01-20\n- 2024-06-20\n- 2024-08-02\n- 2025-01-18\n- 2024-08-29\n- 2024-02-25\n- 2024-11-04\n- 2024-01-19\n- 2024-10-27\n- 2024-02-21\n- 2024-08-16\n- 2024-12-27\n- 2024-03-05\n- 2024-04-29\n- 2024-09-19\n- 2024-05-30\n- 2024-09-16\n- 2024-09-20\n- 2025-04-16\n- 2024-03-29\n- 2024-01-16\n- 2024-11-08\n- 2024-05-07\n- 2024-07-16\n- 2024-06-27\n- 2025-01-16\n- 2025-04-22\n- 2024-08-24\n- 2025-01-25\n- 2025-02-07\n- 2024-03-08\n- 2025-02-10\n- 2025-05-08\n- 2024-09-28\n- 2024-10-15\n- 2024-10-17\n- 2025-01-31\n- 2024-09-17\n- 2024-09-23\n- 2024-12-03\n- 2024-10-01\n- 2024-11-28\n- 2025-01-17\n- 2025-01-30\n- 2025-01-06\n- 2025-05-02\n- 2024-03-10\n- 2024-07-25\n- 2024-08-30\n- 2024-01-28\n- 2024-04-05\n- 2024-02-16\n- 2024-04-04\n- 2024-04-20\n- 2025-04-26\n- 2024-04-07\n- 2025-01-28\n- 2024-05-18\n- 2025-02-08\n- 2024-01-26\n- 2024-05-29\n- 2025-05-07\n- 2024-03-27\n- 2024-09-03\n- 2025-04-18\n- 2024-12-22\n- 2024-02-26\n- 2025-01-22\n- 2024-07-07\n- 2024-11-11\n- 2025-04-10\n- 2024-07-14\n- 2024-05-09\n- 2024-12-08\n- 2024-03-13\n- 2024-12-05\n- 2025-01-27\n- 2024-05-31\n- 2024-05-05\n- 2024-02-02\n- 2024-07-03\n- 2024-02-13\n- 2024-08-07\n- 2024-03-09\n- 2025-02-01\n- 2024-07-04\n- 2025-04-04\n- 2024-11-30\n- 2025-05-11\n- 2025-01-07\n- 2024-09-11\n- 2024-12-29\n- 2024-07-10\n- 2024-06-12\n- 2024-02-11\n- 2024-08-10\n- 2024-06-24\n- 2024-02-27\n- 2025-02-03\n- 2024-07-01\n- 2024-08-14\n- 2024-07-02\n- 2025-04-15\n- 2024-07-21\n- 2025-05-04\n- 2025-04-01\n- 2024-09-14\n- 2024-10-14\n- 2025-01-04\n- 2024-02-08\n- 2024-01-21\n- 2024-11-07\n- 2025-04-24\n- 2024-12-10\n- 2024-05-20\n- 2024-03-23\n- 2024-04-02\n- 2025-02-05\n- 2024-12-14\n- 2024-07-08\n- 2024-02-05\n- 2024-03-20\n- 2024-04-06\n- 2024-02-04\n- 2025-01-26\n- 2025-01-10\n- 2024-09-22\n- 2024-01-03\n- 2025-01-29\n- 2025-02-12\n- 2024-07-13\n- 2024-12-02\n- 2024-10-04\n- 2024-06-02\n- 2024-05-03\n- 2025-02-21\n- 2024-12-16\n- 2024-11-09\n- 2024-08-23\n- 2024-04-16\n- 2024-10-23\n- 2024-10-25\n- 2025-03-17\n- 2024-08-18\n- 2025-03-07\n- 2024-11-13\n- 2024-05-08\n- 2024-04-18\n- 2024-06-07\n- 2024-12-01\n- 2024-03-18\n- 2024-01-31\n- 2025-05-10\n- 2024-08-11\n- 2025-05-06\n- 2025-05-03\n- 2024-12-20\n- 2024-12-04\n- 2024-09-12\n- 2024-10-06\n- 2025-02-28\n- 2024-06-17\n- 2025-02-23\n- 2024-11-24\n- 2025-03-09\n- 2025-02-11\n- 2024-11-05\n- 2024-10-26\n- 2024-12-06\n- 2024-04-14\n- 2025-04-27\n- 2024-01-27\n- 2024-08-09\n- 2024-12-23\n- 2024-08-05\n- 2025-03-30\n- 2024-07-20\n- 2024-05-22\n- 2024-07-06\n- 2025-03-16\n- 2024-01-12\n- 2024-07-24\n- 2025-01-23\n- 2024-10-16\n- 2024-03-30\n- 2024-06-16\n- 2024-01-18\n- 2025-02-09\n- 2025-01-19\n- 2024-07-18\n- 2024-07-28\n- 2025-03-13\n- 2024-11-26\n- 2025-02-25\n- 2024-11-18\n- 2024-08-12\n- 2025-03-02\n- 2024-10-20\n- 2024-11-16\n- 2024-12-12\n- 2024-12-31\n- 2024-06-08\n- 2025-01-13\n- 2024-12-19\n- 2024-08-08\n- 2024-08-15\n- 2024-02-14\n- 2024-11-06\n- 2025-05-14\n- 2025-01-09\n- 2024-02-28\n- 2024-11-27\n- 2024-05-15\n- 2024-09-05\n- 2024-10-31\n- 2024-11-21\n- 2024-06-06\n- 2024-06-10\n- 2024-05-11\n- 2024-11-10\n- 2024-03-16\n- 2024-08-26\n- 2024-03-22\n- 2024-05-10\n- 2025-02-18\n- 2025-01-24\n- 2024-02-01\n- 2025-03-03\n- 2024-10-03\n- 2024-12-09\n- 2024-05-19\n- 2024-03-21\n- 2024-07-19\n- 2024-05-21\n- 2025-02-22\n- 2025-02-13\n- 2024-10-28\n- 2025-03-15\n- 2024-01-22\n- 2024-02-22\n- 2024-10-07\n- 2025-04-11\n- 2024-11-22\n- 2024-01-14\n- 2025-04-06\n- 2025-01-11\n- 2024-09-29\n- 2024-03-12\n- 2024-10-09\n- 2024-01-07\n- 2024-10-11\n- 2025-04-02\n- 2024-03-28\n- 2024-09-01\n- 2024-10-30\n- 2024-03-04\n- 2025-01-01\n- 2024-07-27\n- 2025-04-29\n- 2025-05-05\n- 2024-02-18\n- 2025-02-26\n- 2024-11-23\n- 2024-09-04\n- 2024-10-19\n- 2024-07-05\n- 2024-12-28\n- 2024-04-03\n- 2024-03-15\n- 2024-06-11\n- 2024-08-28\n- 2024-10-18\n- 2025-04-19\n- 2024-03-24\n- 2024-09-06\n- 2024-06-13\n- 2025-04-12\n- 2024-02-10\n- 2024-10-12\n- 2024-02-20\n- 2024-09-26\n- 2024-08-21\n- 2024-04-01\n- 2025-02-14\n- 2024-07-22\n- 2024-03-01\n- 2025-01-03\n- 2025-03-06\n- 2025-01-08\n- 2025-02-15\n- 2024-11-02\n- 2024-03-07\n- 2025-03-24\n- 2025-02-16\n- 2024-05-24\n- 2024-07-26\n- 2024-02-24\n- 2024-11-15\n- 2024-07-11\n- 2025-03-28\n- 2024-06-04\n- 2024-05-12\n- 2024-04-30\n- 2024-06-14\n- 2024-04-25\n- 2024-12-24\n- 2024-05-02\n- 2024-05-06\n- 2024-08-27\n- 2025-02-27\n- 2025-03-04\n- 2024-06-05\n- 2024-06-21\n- 2024-12-26\n- 2024-11-19\n- 2025-03-08\n- 2024-05-26\n- 2024-10-21\n- 2025-02-19\n- 2024-01-11\n- 2024-09-13\n- 2025-02-24\n- 2024-12-17\n- 2024-06-03\n- 2025-04-07\n- 2024-07-23\n- 2024-02-19\n- 2024-12-21\n- 2024-08-03\n- 2024-10-05\n- 2025-03-14\n- 2024-02-23\n- 2024-09-24\n- 2024-12-18\n- 2025-05-01\n- 2024-08-31\n- 2024-11-03\n- 2024-09-07\n- 2025-04-28\n- 2024-09-21\n- 2024-07-17\n- 2024-12-15\n- 2024-04-27\n- 2025-03-12\n- 2024-05-17\n- 2025-03-01\n- 2024-05-23\n- 2024-12-25\n- 2024-12-30\n- 2025-03-11\n- 2025-03-05\n- 2024-09-18\n- 2024-03-17\n- 2024-04-11\n- 2025-05-12\n- 2024-04-23\n- 2024-01-02\n- 2025-03-21\n- 2024-10-08\n- 2025-04-30\n- 2024-04-10\n- 2024-10-22\n- 2024-03-31\n- 2025-03-26\n- 2024-08-01\n- 2024-02-03\n- 2024-02-06\n- 2024-09-30\n- 2024-03-02\n- 2024-12-13\n- 2024-08-17\n- 2024-09-09\n- 2024-03-06\n- 2025-04-20\n- 2025-02-20\n- 2024-01-05\n- 2025-04-21\n- 2024-02-07\n- 2024-01-08\n- 2024-04-28\n- 2024-01-25\n- 2025-01-12\n- 2024-10-29\n- 2024-01-23\n- 2025-01-02\n- 2024-02-15\n- 2024-02-09\n- 2025-05-09\n- 2025-02-17\n- 2024-08-06\n- 2025-03-10\n- 2024-06-01\n- 2024-01-01\n- 2024-01-13\n\n**Elements (■0 to ■49):**\n■0: {\"id\":\"2024-06-16-A\",\"date\":\"2024-06-16\",\"content\":\"Date: 2024-06-16\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■1: {\"id\":\"2025-04-07-B\",\"date\":\"2025-04-07\",\"content\":\"Date: 2025-04-07\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■2: {\"id\":\"2024-06-02-B\",\"date\":\"2024-06-02\",\"content\":\"Date: 2024-06-02\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■3: {\"id\":\"2024-07-07-A\",\"date\":\"2024-07-07\",\"content\":\"Date: 2024-07-07\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■4: {\"id\":\"2025-01-27-B\",\"date\":\"2025-01-27\",\"content\":\"Date: 2025-01-27\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■5: {\"id\":\"2025-02-24-A\",\"date\":\"2025-02-24\",\"content\":\"Date: 2025-02-24\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■6: {\"id\":\"2024-12-15-B\",\"date\":\"2024-12-15\",\"content\":\"Date: 2024-12-15\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■7: {\"id\":\"2024-08-25-A\",\"date\":\"2024-08-25\",\"content\":\"Date: 2024-08-25\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■8: {\"id\":\"2024-04-27-B\",\"date\":\"2024-04-27\",\"content\":\"Date: 2024-04-27\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■9: {\"id\":\"2024-05-01-A\",\"date\":\"2024-05-01\",\"content\":\"Date: 2024-05-01\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■10: {\"id\":\"2025-01-24-A\",\"date\":\"2025-01-24\",\"content\":\"Date: 2025-01-24\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■11: {\"id\":\"2024-05-26-B\",\"date\":\"2024-05-26\",\"content\":\"Date: 2024-05-26\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■12: {\"id\":\"2025-03-16-B\",\"date\":\"2025-03-16\",\"content\":\"Date: 2025-03-16\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■13: {\"id\":\"2025-03-12-A\",\"date\":\"2025-03-12\",\"content\":\"Date: 2025-03-12\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■14: {\"id\":\"2024-05-17-B\",\"date\":\"2024-05-17\",\"content\":\"Date: 2024-05-17\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■15: {\"id\":\"2024-02-20-A\",\"date\":\"2024-02-20\",\"content\":\"Date: 2024-02-20\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■16: {\"id\":\"2024-10-18-A\",\"date\":\"2024-10-18\",\"content\":\"Date: 2024-10-18\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■17: {\"id\":\"2024-02-24-B\",\"date\":\"2024-02-24\",\"content\":\"Date: 2024-02-24\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■18: {\"id\":\"2025-02-25-B\",\"date\":\"2025-02-25\",\"content\":\"Date: 2025-02-25\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■19: {\"id\":\"2025-03-01-A\",\"date\":\"2025-03-01\",\"content\":\"Date: 2025-03-01\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■20: {\"id\":\"2024-01-14-A\",\"date\":\"2024-01-14\",\"content\":\"Date: 2024-01-14\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■21: {\"id\":\"2024-01-20-B\",\"date\":\"2024-01-20\",\"content\":\"Date: 2024-01-20\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■22: {\"id\":\"2024-08-28-B\",\"date\":\"2024-08-28\",\"content\":\"Date: 2024-08-28\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■23: {\"id\":\"2024-03-12-B\",\"date\":\"2024-03-12\",\"content\":\"Date: 2024-03-12\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■24: {\"id\":\"2024-11-27-B\",\"date\":\"2024-11-27\",\"content\":\"Date: 2024-11-27\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■25: {\"id\":\"2024-05-23-B\",\"date\":\"2024-05-23\",\"content\":\"Date: 2024-05-23\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■26: {\"id\":\"2024-10-14-B\",\"date\":\"2024-10-14\",\"content\":\"Date: 2024-10-14\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■27: {\"id\":\"2024-12-16-A\",\"date\":\"2024-12-16\",\"content\":\"Date: 2024-12-16\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■28: {\"id\":\"2025-04-16-B\",\"date\":\"2025-04-16\",\"content\":\"Date: 2025-04-16\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■29: {\"id\":\"2024-08-14-A\",\"date\":\"2024-08-14\",\"content\":\"Date: 2024-08-14\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■30: {\"id\":\"2024-12-20-A\",\"date\":\"2024-12-20\",\"content\":\"Date: 2024-12-20\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■31: {\"id\":\"2024-12-12-B\",\"date\":\"2024-12-12\",\"content\":\"Date: 2024-12-12\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■32: {\"id\":\"2024-12-25-A\",\"date\":\"2024-12-25\",\"content\":\"Date: 2024-12-25\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■33: {\"id\":\"2024-03-10-B\",\"date\":\"2024-03-10\",\"content\":\"Date: 2024-03-10\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■34: {\"id\":\"2024-11-22-B\",\"date\":\"2024-11-22\",\"content\":\"Date: 2024-11-22\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■35: {\"id\":\"2024-08-27-B\",\"date\":\"2024-08-27\",\"content\":\"Date: 2024-08-27\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■36: {\"id\":\"2024-02-04-B\",\"date\":\"2024-02-04\",\"content\":\"Date: 2024-02-04\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■37: {\"id\":\"2024-12-30-A\",\"date\":\"2024-12-30\",\"content\":\"Date: 2024-12-30\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■38: {\"id\":\"2024-08-15-B\",\"date\":\"2024-08-15\",\"content\":\"Date: 2024-08-15\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■39: {\"id\":\"2025-02-23-B\",\"date\":\"2025-02-23\",\"content\":\"Date: 2025-02-23\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■40: {\"id\":\"2025-03-11-B\",\"date\":\"2025-03-11\",\"content\":\"Date: 2025-03-11\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■41: {\"id\":\"2024-04-14-A\",\"date\":\"2024-04-14\",\"content\":\"Date: 2024-04-14\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■42: {\"id\":\"2024-04-02-A\",\"date\":\"2024-04-02\",\"content\":\"Date: 2024-04-02\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■43: {\"id\":\"2024-10-26-B\",\"date\":\"2024-10-26\",\"content\":\"Date: 2024-10-26\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■44: {\"id\":\"2024-05-14-B\",\"date\":\"2024-05-14\",\"content\":\"Date: 2024-05-14\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■45: {\"id\":\"2025-03-15-B\",\"date\":\"2025-03-15\",\"content\":\"Date: 2025-03-15\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■46: {\"id\":\"2025-03-13-B\",\"date\":\"2025-03-13\",\"content\":\"Date: 2025-03-13\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n■47: {\"id\":\"2025-03-05-A\",\"date\":\"2025-03-05\",\"content\":\"Date: 2025-03-05\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■48: {\"id\":\"2024-12-22-A\",\"date\":\"2024-12-22\",\"content\":\"Date: 2024-12-22\\n            Type: A (Morning Entry)\\n            Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\\n            Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\\n            Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\\n            Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\\n            Morning activities: breakfast, exercise, reading news, checking emails, planning the day ahead.\\n            Weather: sunny and bright. Temperature: comfortable. Mood: energetic and ready to tackle challenges.\\n            Additional notes about the morning routine and various observations throughout the early hours.\\n            Multiple paragraphs of content to ensure each element is sufficiently large for token budget testing.\\n            This helps simulate real-world scenarios where elements contain substantial information.\"}■\n■49: {\"id\":\"2024-05-02-B\",\"date\":\"2024-05-02\",\"content\":\"Date: 2024-05-02\\n            Type: B (Evening Entry)\\n            Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.\\n            Totam rem aperiam, eaque ipsa quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt explicabo.\\n            Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores.\\n            Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.\\n            Evening activities: dinner preparation, family time, watching shows, journaling, reflecting on the day's events.\\n            Weather: cooling down as night approaches. Temperature: pleasant. Mood: relaxed and contemplative.\\n            Additional reflections about the evening routine and observations from the later hours of the day.\\n            Multiple paragraphs of evening content to match the morning entry size and ensure consistent token usage.\\n            This creates a balanced dataset for comprehensive grouping algorithm testing.\"}■\n\n**Task:** For each element, output one line with its group label.\n■END■","role":"user","type":"text"}],"meta":{"integrationName":"zai","promptCategory":"zai:zai.group","promptSource":"zai:zai.group:default"},"model":"fast","signal":{},"stopSequences":["■END■"]},"method":"POST","url":"https://api.botpress.cloud/v2/cognitive/generate-text"}

Output:
■0:2024-06-16■
■1:2025-04-07■
■2:2024-06-02■
■3:2024-07-07■
■4:2025-01-27■
■5:2025-02-24■
■6:2024-12-15■
■7:2024-08-25■
■8:2024-04-27■
■9:2024-05-01■
■10:2025-01-24■
■11:2024-05-26■
■12:2025-03-16■
■13:2025-03-12■
■14:2024-05-17■
■15:2024-02-20■
■16:2024-10-18■
■17:2024-02-24■
■18:2025-02-25■
■19:2025-03-01■
■20:2024-01-14■
■21:2024-01-20■
■22:2024-08-28■
■23:2024-03-12■
■24:2024-11-27■
■25:2024-05-23■
■26:2024-10-14■
■27:2024-12-16■
■28:2025-04-16■
■29:2024-08-14■
■30:2024-12-20■
■31:2024-12-12■
■32:2024-12-25■
■33:2024-03-10■
■34:2024-11-22■
■35:2024-08-27■
■36:2024-02-04■
■37:2024-12-30■
■38:2024-08-15■
■39:2025-02-23■
■40:2025-03-11■
■41:2024-04-14■
■42:2024-04-02■
■43:2024-10-26■
■44:2024-05-14■
■45:2025-03-15■
■46:2025-03-13■
■47:2025-03-05■
■48:2024-12-22■
■49:2024-05-02■


Input: {"body":{"messages":[{"content":"You are grouping elements into cohesive groups.\n\n**Instructions:** Group these business transactions into strategic cohorts based on the following elaborate multi-criteria framework:\n\n**Priority Framework (combine these factors):**\n\n1. **VIP Urgent Track**:\n   - Transactions with amount > $10,000 AND priority = 'urgent'\n   - OR amount > $15,000 AND (priority = 'high' OR priority = 'urgent')\n   - These need immediate executive attention\n\n2. **Retention Critical**:\n   - Any transaction with renewalStatus = 'expiring-soon'\n   - Especially if amount > $3,000 OR priority != 'low'\n   - Customer retention is key priority\n\n3. **New Customer Onboarding**:\n   - renewalStatus = 'new'\n   - If amount > $5,000, this is \"Strategic Onboarding\"\n   - If amount <= $5,000, this is \"Standard Onboarding\"\n\n4. **Regional Growth Focus**:\n   - Region = 'APAC' with amount > $2,000\n   - OR region = 'APAC' with category = 'software' or 'consulting'\n   - Supporting regional expansion initiative\n\n5. **Strategic Consulting**:\n   - category = 'consulting' with amount > $8,000\n   - OR category = 'consulting' with priority = 'high'\n   - High-value strategic engagements\n\n6. **Small Urgent Matters**:\n   - priority = 'urgent' with amount < $2,000\n   - Quick wins for urgent but low-value items\n\n7. **Standard Processing Queue**:\n   - Everything else that doesn't fit the above criteria\n   - Normal business flow\n\n**Important**: A transaction should be assigned to the MOST SPECIFIC group it qualifies for.\nFor example, if a transaction qualifies for both \"VIP Urgent Track\" and \"Retention Critical\",\nchoose \"VIP Urgent Track\" as it's more urgent. Use business judgment for priority.\n\n\n**Important:**\n- Each element gets exactly ONE group label\n- Use EXACT SAME label for similar items (case-sensitive)\n- Create new descriptive labels when needed\n\n**Output Format:**\nOne line per element:\n■0:Group Label■\n■1:Group Label■\n■END■","role":"system"},{"content":"**Elements (■0 to ■26):**\n■0: {\"id\":\"txn-001\",\"customer\":\"Alice Corp\",\"amount\":15000,\"priority\":\"urgent\",\"category\":\"software\",\"region\":\"NA\",\"renewalStatus\":\"expiring-soon\"}■\n■1: {\"id\":\"txn-002\",\"customer\":\"Bob Industries\",\"amount\":22000,\"priority\":\"urgent\",\"category\":\"hardware\",\"region\":\"NA\",\"renewalStatus\":\"active\"}■\n■2: {\"id\":\"txn-003\",\"customer\":\"Charlie LLC\",\"amount\":18000,\"priority\":\"high\",\"category\":\"software\",\"region\":\"EU\",\"renewalStatus\":\"expiring-soon\"}■\n■3: {\"id\":\"txn-004\",\"customer\":\"Delta Systems\",\"amount\":12000,\"priority\":\"standard\",\"category\":\"consulting\",\"region\":\"APAC\",\"renewalStatus\":\"active\"}■\n■4: {\"id\":\"txn-005\",\"customer\":\"Echo Partners\",\"amount\":14000,\"priority\":\"standard\",\"category\":\"software\",\"region\":\"NA\",\"renewalStatus\":\"active\"}■\n■5: {\"id\":\"txn-006\",\"customer\":\"Foxtrot Ltd\",\"amount\":16000,\"priority\":\"standard\",\"category\":\"hardware\",\"region\":\"EU\",\"renewalStatus\":\"new\"}■\n■6: {\"id\":\"txn-007\",\"customer\":\"Golf Inc\",\"amount\":800,\"priority\":\"urgent\",\"category\":\"support\",\"region\":\"NA\",\"renewalStatus\":\"active\"}■\n■7: {\"id\":\"txn-008\",\"customer\":\"Hotel Co\",\"amount\":1200,\"priority\":\"urgent\",\"category\":\"maintenance\",\"region\":\"EU\",\"renewalStatus\":\"expiring-soon\"}■\n■8: {\"id\":\"txn-009\",\"customer\":\"India Tech\",\"amount\":950,\"priority\":\"urgent\",\"category\":\"support\",\"region\":\"APAC\",\"renewalStatus\":\"active\"}■\n■9: {\"id\":\"txn-010\",\"customer\":\"Juliet Ventures\",\"amount\":5000,\"priority\":\"standard\",\"category\":\"software\",\"region\":\"NA\",\"renewalStatus\":\"expiring-soon\"}■\n■10: {\"id\":\"txn-011\",\"customer\":\"Kilo Systems\",\"amount\":3500,\"priority\":\"low\",\"category\":\"hardware\",\"region\":\"EU\",\"renewalStatus\":\"expiring-soon\"}■\n■11: {\"id\":\"txn-012\",\"customer\":\"Lima Corp\",\"amount\":7800,\"priority\":\"high\",\"category\":\"consulting\",\"region\":\"APAC\",\"renewalStatus\":\"expiring-soon\"}■\n■12: {\"id\":\"txn-013\",\"customer\":\"Mike Industries\",\"amount\":4500,\"priority\":\"standard\",\"category\":\"software\",\"region\":\"NA\",\"renewalStatus\":\"new\"}■\n■13: {\"id\":\"txn-014\",\"customer\":\"November Ltd\",\"amount\":6200,\"priority\":\"standard\",\"category\":\"consulting\",\"region\":\"EU\",\"renewalStatus\":\"new\"}■\n■14: {\"id\":\"txn-015\",\"customer\":\"Oscar Partners\",\"amount\":3900,\"priority\":\"low\",\"category\":\"hardware\",\"region\":\"APAC\",\"renewalStatus\":\"new\"}■\n■15: {\"id\":\"txn-016\",\"customer\":\"Papa Tech\",\"amount\":2500,\"priority\":\"standard\",\"category\":\"software\",\"region\":\"APAC\",\"renewalStatus\":\"active\"}■\n■16: {\"id\":\"txn-017\",\"customer\":\"Quebec Co\",\"amount\":3100,\"priority\":\"standard\",\"category\":\"hardware\",\"region\":\"APAC\",\"renewalStatus\":\"active\"}■\n■17: {\"id\":\"txn-018\",\"customer\":\"Romeo Systems\",\"amount\":2800,\"priority\":\"low\",\"category\":\"support\",\"region\":\"APAC\",\"renewalStatus\":\"active\"}■\n■18: {\"id\":\"txn-019\",\"customer\":\"Sierra Inc\",\"amount\":600,\"priority\":\"low\",\"category\":\"maintenance\",\"region\":\"NA\",\"renewalStatus\":\"active\"}■\n■19: {\"id\":\"txn-020\",\"customer\":\"Tango Ltd\",\"amount\":750,\"priority\":\"low\",\"category\":\"support\",\"region\":\"EU\",\"renewalStatus\":\"active\"}■\n■20: {\"id\":\"txn-021\",\"customer\":\"Uniform Corp\",\"amount\":550,\"priority\":\"low\",\"category\":\"maintenance\",\"region\":\"NA\",\"renewalStatus\":\"active\"}■\n■21: {\"id\":\"txn-022\",\"customer\":\"Victor Consulting\",\"amount\":9500,\"priority\":\"high\",\"category\":\"consulting\",\"region\":\"NA\",\"renewalStatus\":\"active\"}■\n■22: {\"id\":\"txn-023\",\"customer\":\"Whiskey Advisory\",\"amount\":11000,\"priority\":\"high\",\"category\":\"consulting\",\"region\":\"EU\",\"renewalStatus\":\"new\"}■\n■23: {\"id\":\"txn-024\",\"customer\":\"Xray Partners\",\"amount\":8700,\"priority\":\"standard\",\"category\":\"consulting\",\"region\":\"APAC\",\"renewalStatus\":\"active\"}■\n■24: {\"id\":\"txn-025\",\"customer\":\"Yankee Mixed\",\"amount\":10500,\"priority\":\"low\",\"category\":\"software\",\"region\":\"NA\",\"renewalStatus\":\"active\"}■\n■25: {\"id\":\"txn-026\",\"customer\":\"Zulu Odd\",\"amount\":500,\"priority\":\"high\",\"category\":\"consulting\",\"region\":\"EU\",\"renewalStatus\":\"new\"}■\n■26: {\"id\":\"txn-027\",\"customer\":\"Alpha Edge\",\"amount\":15000,\"priority\":\"urgent\",\"category\":\"maintenance\",\"region\":\"APAC\",\"renewalStatus\":\"expiring-soon\"}■\n\n**Task:** For each element, output one line with its group label.\n■END■","role":"user","type":"text"}],"meta":{"integrationName":"zai","promptCategory":"zai:zai.group","promptSource":"zai:zai.group:default"},"model":"fast","signal":{},"stopSequences":["■END■"]},"method":"POST","url":"https://api.botpress.cloud/v2/cognitive/generate-text"}

Output:
■0:VIP Urgent Track■
■1:VIP Urgent Track■
■2:VIP Urgent Track■
■3:Strategic Consulting■
■4:Standard Processing Queue■
■5:Strategic Onboarding■
■6:Small Urgent Matters■
■7:Retention Critical■
■8:Small Urgent Matters■
■9:Retention Critical■
■10:Retention Critical■
■11:Strategic Consulting■
■12:Standard Onboarding■
■13:Strategic Onboarding■
■14:Standard Onboarding■
■15:Regional Growth Focus■
■16:Regional Growth Focus■
■17:Regional Growth Focus■
■18:Standard Processing Queue■
■19:Standard Processing Queue■
■20:Standard Processing Queue■
■21:Strategic Consulting■
■22:Strategic Consulting■
■23:Strategic Consulting■
■24:Standard Processing Queue■
■25:Strategic Consulting■
■26:VIP Urgent Track■


Input: {"body":{"messages":[{"content":"You are grouping elements into cohesive groups.\n\n**Instructions:** Group these business transactions into strategic cohorts based on the following elaborate multi-criteria framework:\n\n**Priority Framework (combine these factors):**\n\n1. **VIP Urgent Track**:\n   - Transactions with amount > $10,000 AND priority = 'urgent'\n   - OR amount > $15,000 AND (priority = 'high' OR priority = 'urgent')\n   - These need immediate executive attention\n\n2. **Retention Critical**:\n   - Any transaction with renewalStatus = 'expiring-soon'\n   - Especially if amount > $3,000 OR priority != 'low'\n   - Customer retention is key priority\n\n3. **New Customer Onboarding**:\n   - renewalStatus = 'new'\n   - If amount > $5,000, this is \"Strategic Onboarding\"\n   - If amount <= $5,000, this is \"Standard Onboarding\"\n\n4. **Regional Growth Focus**:\n   - Region = 'APAC' with amount > $2,000\n   - OR region = 'APAC' with category = 'software' or 'consulting'\n   - Supporting regional expansion initiative\n\n5. **Strategic Consulting**:\n   - category = 'consulting' with amount > $8,000\n   - OR category = 'consulting' with priority = 'high'\n   - High-value strategic engagements\n\n6. **Small Urgent Matters**:\n   - priority = 'urgent' with amount < $2,000\n   - Quick wins for urgent but low-value items\n\n7. **Standard Processing Queue**:\n   - Everything else that doesn't fit the above criteria\n   - Normal business flow\n\n**Important**: A transaction should be assigned to the MOST SPECIFIC group it qualifies for.\nFor example, if a transaction qualifies for both \"VIP Urgent Track\" and \"Retention Critical\",\nchoose \"VIP Urgent Track\" as it's more urgent. Use business judgment for priority.\n\n\n**Important:**\n- Each element gets exactly ONE group label\n- Use EXACT SAME label for similar items (case-sensitive)\n- Create new descriptive labels when needed\n\n**Output Format:**\nOne line per element:\n■0:Group Label■\n■1:Group Label■\n■END■","role":"system"},{"content":"**Existing Groups (prefer reusing these):**\n- VIP Urgent Track\n- Strategic Consulting\n- Standard Processing Queue\n- Strategic Onboarding\n- Small Urgent Matters\n- Retention Critical\n- Standard Onboarding\n- Regional Growth Focus\n\n**Elements (■0 to ■26):**\n■0: {\"id\":\"txn-001\",\"customer\":\"Alice Corp\",\"amount\":15000,\"priority\":\"urgent\",\"category\":\"software\",\"region\":\"NA\",\"renewalStatus\":\"expiring-soon\"}■\n■1: {\"id\":\"txn-002\",\"customer\":\"Bob Industries\",\"amount\":22000,\"priority\":\"urgent\",\"category\":\"hardware\",\"region\":\"NA\",\"renewalStatus\":\"active\"}■\n■2: {\"id\":\"txn-003\",\"customer\":\"Charlie LLC\",\"amount\":18000,\"priority\":\"high\",\"category\":\"software\",\"region\":\"EU\",\"renewalStatus\":\"expiring-soon\"}■\n■3: {\"id\":\"txn-004\",\"customer\":\"Delta Systems\",\"amount\":12000,\"priority\":\"standard\",\"category\":\"consulting\",\"region\":\"APAC\",\"renewalStatus\":\"active\"}■\n■4: {\"id\":\"txn-005\",\"customer\":\"Echo Partners\",\"amount\":14000,\"priority\":\"standard\",\"category\":\"software\",\"region\":\"NA\",\"renewalStatus\":\"active\"}■\n■5: {\"id\":\"txn-006\",\"customer\":\"Foxtrot Ltd\",\"amount\":16000,\"priority\":\"standard\",\"category\":\"hardware\",\"region\":\"EU\",\"renewalStatus\":\"new\"}■\n■6: {\"id\":\"txn-007\",\"customer\":\"Golf Inc\",\"amount\":800,\"priority\":\"urgent\",\"category\":\"support\",\"region\":\"NA\",\"renewalStatus\":\"active\"}■\n■7: {\"id\":\"txn-008\",\"customer\":\"Hotel Co\",\"amount\":1200,\"priority\":\"urgent\",\"category\":\"maintenance\",\"region\":\"EU\",\"renewalStatus\":\"expiring-soon\"}■\n■8: {\"id\":\"txn-009\",\"customer\":\"India Tech\",\"amount\":950,\"priority\":\"urgent\",\"category\":\"support\",\"region\":\"APAC\",\"renewalStatus\":\"active\"}■\n■9: {\"id\":\"txn-010\",\"customer\":\"Juliet Ventures\",\"amount\":5000,\"priority\":\"standard\",\"category\":\"software\",\"region\":\"NA\",\"renewalStatus\":\"expiring-soon\"}■\n■10: {\"id\":\"txn-011\",\"customer\":\"Kilo Systems\",\"amount\":3500,\"priority\":\"low\",\"category\":\"hardware\",\"region\":\"EU\",\"renewalStatus\":\"expiring-soon\"}■\n■11: {\"id\":\"txn-012\",\"customer\":\"Lima Corp\",\"amount\":7800,\"priority\":\"high\",\"category\":\"consulting\",\"region\":\"APAC\",\"renewalStatus\":\"expiring-soon\"}■\n■12: {\"id\":\"txn-013\",\"customer\":\"Mike Industries\",\"amount\":4500,\"priority\":\"standard\",\"category\":\"software\",\"region\":\"NA\",\"renewalStatus\":\"new\"}■\n■13: {\"id\":\"txn-014\",\"customer\":\"November Ltd\",\"amount\":6200,\"priority\":\"standard\",\"category\":\"consulting\",\"region\":\"EU\",\"renewalStatus\":\"new\"}■\n■14: {\"id\":\"txn-015\",\"customer\":\"Oscar Partners\",\"amount\":3900,\"priority\":\"low\",\"category\":\"hardware\",\"region\":\"APAC\",\"renewalStatus\":\"new\"}■\n■15: {\"id\":\"txn-016\",\"customer\":\"Papa Tech\",\"amount\":2500,\"priority\":\"standard\",\"category\":\"software\",\"region\":\"APAC\",\"renewalStatus\":\"active\"}■\n■16: {\"id\":\"txn-017\",\"customer\":\"Quebec Co\",\"amount\":3100,\"priority\":\"standard\",\"category\":\"hardware\",\"region\":\"APAC\",\"renewalStatus\":\"active\"}■\n■17: {\"id\":\"txn-018\",\"customer\":\"Romeo Systems\",\"amount\":2800,\"priority\":\"low\",\"category\":\"support\",\"region\":\"APAC\",\"renewalStatus\":\"active\"}■\n■18: {\"id\":\"txn-019\",\"customer\":\"Sierra Inc\",\"amount\":600,\"priority\":\"low\",\"category\":\"maintenance\",\"region\":\"NA\",\"renewalStatus\":\"active\"}■\n■19: {\"id\":\"txn-020\",\"customer\":\"Tango Ltd\",\"amount\":750,\"priority\":\"low\",\"category\":\"support\",\"region\":\"EU\",\"renewalStatus\":\"active\"}■\n■20: {\"id\":\"txn-021\",\"customer\":\"Uniform Corp\",\"amount\":550,\"priority\":\"low\",\"category\":\"maintenance\",\"region\":\"NA\",\"renewalStatus\":\"active\"}■\n■21: {\"id\":\"txn-022\",\"customer\":\"Victor Consulting\",\"amount\":9500,\"priority\":\"high\",\"category\":\"consulting\",\"region\":\"NA\",\"renewalStatus\":\"active\"}■\n■22: {\"id\":\"txn-023\",\"customer\":\"Whiskey Advisory\",\"amount\":11000,\"priority\":\"high\",\"category\":\"consulting\",\"region\":\"EU\",\"renewalStatus\":\"new\"}■\n■23: {\"id\":\"txn-024\",\"customer\":\"Xray Partners\",\"amount\":8700,\"priority\":\"standard\",\"category\":\"consulting\",\"region\":\"APAC\",\"renewalStatus\":\"active\"}■\n■24: {\"id\":\"txn-025\",\"customer\":\"Yankee Mixed\",\"amount\":10500,\"priority\":\"low\",\"category\":\"software\",\"region\":\"NA\",\"renewalStatus\":\"active\"}■\n■25: {\"id\":\"txn-026\",\"customer\":\"Zulu Odd\",\"amount\":500,\"priority\":\"high\",\"category\":\"consulting\",\"region\":\"EU\",\"renewalStatus\":\"new\"}■\n■26: {\"id\":\"txn-027\",\"customer\":\"Alpha Edge\",\"amount\":15000,\"priority\":\"urgent\",\"category\":\"maintenance\",\"region\":\"APAC\",\"renewalStatus\":\"expiring-soon\"}■\n\n**Task:** For each element, output one line with its group label.\n■END■","role":"user","type":"text"}],"meta":{"integrationName":"zai","promptCategory":"zai:zai.group","promptSource":"zai:zai.group:default"},"model":"fast","signal":{},"stopSequences":["■END■"]},"method":"POST","url":"https://api.botpress.cloud/v2/cognitive/generate-text"}

Output:
■0:VIP Urgent Track■
■1:VIP Urgent Track■
■2:VIP Urgent Track■
■3:Strategic Consulting■
■4:Standard Processing Queue■
■5:Strategic Onboarding■
■6:Small Urgent Matters■
■7:Retention Critical■
■8:Small Urgent Matters■
■9:Retention Critical■
■10:Retention Critical■
■11:Strategic Consulting■
■12:Standard Onboarding■
■13:Strategic Onboarding■
■14:Standard Onboarding■
■15:Regional Growth Focus■
■16:Regional Growth Focus■
■17:Regional Growth Focus■
■18:Standard Processing Queue■
■19:Standard Processing Queue■
■20:Standard Processing Queue■
■21:Strategic Consulting■
■22:Strategic Onboarding■
■23:Strategic Consulting■
■24:Standard Processing Queue■
■25:Standard Onboarding■
■26:VIP Urgent Track■


Input: {"body":{"factor":30,"frozen":true,"isComputeEnabled":false,"schema":{"explanation":{"nullable":true,"type":"string","x-zui":{"searchable":false}},"feedback":{"additionalProperties":false,"default":null,"nullable":true,"properties":{"comment":{"nullable":true,"type":"string","x-zui":{}},"rating":{"enum":["very-bad","bad","good","very-good"],"type":"string","x-zui":{}}},"required":["rating","comment"],"type":"object","x-zui":{"searchable":false}},"input":{"additionalProperties":true,"description":"The input to the task","properties":{},"type":"object","x-zui":{"searchable":true}},"instructions":{"type":"string","x-zui":{"searchable":false}},"key":{"description":"A unique key for the task (e.g. a hash of the input, taskId, taskType and instructions)","type":"string","x-zui":{"searchable":false}},"metadata":{"additionalProperties":true,"properties":{},"type":"object","x-zui":{"searchable":false}},"output":{"additionalProperties":true,"description":"The expected output","properties":{},"type":"object","x-zui":{"searchable":false}},"status":{"enum":["pending","rejected","approved"],"type":"string","x-zui":{"searchable":false}},"taskId":{"type":"string","x-zui":{"searchable":false}},"taskType":{"description":"The type of the task (filter, extract, etc.)","type":"string","x-zui":{"searchable":false}}},"tags":{"schema-purpose":"active-learning","schema-version":"Oct-2024","system":"true","x-studio-color":"green","x-studio-description":"Table for storing active learning tasks and examples","x-studio-icon":"lucide://atom","x-studio-readonly":"true","x-studio-title":"Active Learning"}},"method":"POST","url":"https://api.botpress.cloud/v1/tables/ZaiTestGroupInternalTable"}

ZaiTestGroupInternalTable

System: true

The input to the task

The expected output


Input: {"body":{"keyColumn":"key","rows":[{"explanation":"Numbers divisible by 3 (remainder 0) go to Alpha group","feedback":null,"input":{"value":"[{\"value\":3},{\"value\":6},{\"value\":9}]"},"instructions":"group these numbers","key":"mod3_example1","metadata":{"cost":{"input":1,"output":1},"latency":0,"model":"","tokens":{"input":1,"output":1}},"output":{"value":[{"elements":[{"value":3},{"value":6},{"value":9}],"id":"alpha","label":"Alpha"}]},"status":"approved","taskId":"zai/group","taskType":"zai.group"}]},"method":"POST","url":"https://api.botpress.cloud/v1/tables/ZaiTestGroupInternalTable/rows/upsert"}

Instruction: group these numbers


Input: {"body":{"keyColumn":"key","rows":[{"explanation":"Numbers with remainder 1 when divided by 3 go to Beta group","feedback":null,"input":{"value":"[{\"value\":1},{\"value\":4},{\"value\":7}]"},"instructions":"group these numbers","key":"mod3_example2","metadata":{"cost":{"input":1,"output":1},"latency":0,"model":"","tokens":{"input":1,"output":1}},"output":{"value":[{"elements":[{"value":1},{"value":4},{"value":7}],"id":"beta","label":"Beta"}]},"status":"approved","taskId":"zai/group","taskType":"zai.group"}]},"method":"POST","url":"https://api.botpress.cloud/v1/tables/ZaiTestGroupInternalTable/rows/upsert"}

Instruction: group these numbers


Input: {"body":{"keyColumn":"key","rows":[{"explanation":"Numbers with remainder 2 when divided by 3 go to Gamma group","feedback":null,"input":{"value":"[{\"value\":2},{\"value\":5},{\"value\":8}]"},"instructions":"group these numbers","key":"mod3_example3","metadata":{"cost":{"input":1,"output":1},"latency":0,"model":"","tokens":{"input":1,"output":1}},"output":{"value":[{"elements":[{"value":2},{"value":5},{"value":8}],"id":"gamma","label":"Gamma"}]},"status":"approved","taskId":"zai/group","taskType":"zai.group"}]},"method":"POST","url":"https://api.botpress.cloud/v1/tables/ZaiTestGroupInternalTable/rows/upsert"}

Instruction: group these numbers


Input: {"body":{"keyColumn":"key","rows":[{"explanation":"12 mod 3 = 0 (Alpha), 10 mod 3 = 1 (Beta), 11 mod 3 = 2 (Gamma)","feedback":null,"input":{"value":"[{\"value\":12},{\"value\":10},{\"value\":11}]"},"instructions":"group these numbers","key":"mod3_example4","metadata":{"cost":{"input":1,"output":1},"latency":0,"model":"","tokens":{"input":1,"output":1}},"output":{"value":[{"elements":[{"value":12}],"id":"alpha","label":"Alpha"},{"elements":[{"value":10}],"id":"beta","label":"Beta"},{"elements":[{"value":11}],"id":"gamma","label":"Gamma"}]},"status":"approved","taskId":"zai/group","taskType":"zai.group"}]},"method":"POST","url":"https://api.botpress.cloud/v1/tables/ZaiTestGroupInternalTable/rows/upsert"}

Instruction: group these numbers


Instruction: group these numbers

Instruction: group these numbers

Instruction: group these numbers

Instruction: group these numbers


Input: {"body":{"messages":[{"content":"You are grouping elements into cohesive groups.\n\n**Instructions:** group these numbers\n\n\n**Important:**\n- Each element gets exactly ONE group label\n- Use EXACT SAME label for similar items (case-sensitive)\n- Create new descriptive labels when needed\n\n**Output Format:**\nOne line per element:\n■0:Group Label■\n■1:Group Label■\n■END■","role":"system"},{"content":"Expert Example - Elements to group:\n■0: {\"value\":12}■\n■1: {\"value\":10}■\n■2: {\"value\":11}■\n\nGroup each element.","role":"user","type":"text"},{"content":"■undefined:Alpha■\n■undefined:Beta■\n■undefined:Gamma■\n■END■","role":"assistant","type":"text"},{"content":"Reasoning: 12 mod 3 = 0 (Alpha), 10 mod 3 = 1 (Beta), 11 mod 3 = 2 (Gamma)","role":"assistant","type":"text"},{"content":"Expert Example - Elements to group:\n■0: {\"value\":2}■\n■1: {\"value\":5}■\n■2: {\"value\":8}■\n\nGroup each element.","role":"user","type":"text"},{"content":"■undefined:Gamma■\n■END■","role":"assistant","type":"text"},{"content":"Reasoning: Numbers with remainder 2 when divided by 3 go to Gamma group","role":"assistant","type":"text"},{"content":"Expert Example - Elements to group:\n■0: {\"value\":1}■\n■1: {\"value\":4}■\n■2: {\"value\":7}■\n\nGroup each element.","role":"user","type":"text"},{"content":"■undefined:Beta■\n■END■","role":"assistant","type":"text"},{"content":"Reasoning: Numbers with remainder 1 when divided by 3 go to Beta group","role":"assistant","type":"text"},{"content":"Expert Example - Elements to group:\n■0: {\"value\":3}■\n■1: {\"value\":6}■\n■2: {\"value\":9}■\n\nGroup each element.","role":"user","type":"text"},{"content":"■undefined:Alpha■\n■END■","role":"assistant","type":"text"},{"content":"Reasoning: Numbers divisible by 3 (remainder 0) go to Alpha group","role":"assistant","type":"text"},{"content":"**Elements (■0 to ■4):**\n■0: {\"value\":15}■\n■1: {\"value\":16}■\n■2: {\"value\":17}■\n■3: {\"value\":18}■\n■4: {\"value\":19}■\n\n**Task:** For each element, output one line with its group label.\n■END■","role":"user","type":"text"}],"meta":{"integrationName":"zai","promptCategory":"zai:zai.group","promptSource":"zai:zai.group:zai/group"},"model":"fast","signal":{},"stopSequences":["■END■"]},"method":"POST","url":"https://api.botpress.cloud/v2/cognitive/generate-text"}

Output:
■0:Alpha■
■1:Beta■
■2:Gamma■
■3:Alpha■
■4:Beta■


Input: {"body":{"messages":[{"content":"You are grouping elements into cohesive groups.\n\n**Instructions:** group these numbers\n\n\n**Important:**\n- Each element gets exactly ONE group label\n- Use EXACT SAME label for similar items (case-sensitive)\n- Create new descriptive labels when needed\n\n**Output Format:**\nOne line per element:\n■0:Group Label■\n■1:Group Label■\n■END■","role":"system"},{"content":"Expert Example - Elements to group:\n■0: {\"value\":12}■\n■1: {\"value\":10}■\n■2: {\"value\":11}■\n\nGroup each element.","role":"user","type":"text"},{"content":"■undefined:Alpha■\n■undefined:Beta■\n■undefined:Gamma■\n■END■","role":"assistant","type":"text"},{"content":"Reasoning: 12 mod 3 = 0 (Alpha), 10 mod 3 = 1 (Beta), 11 mod 3 = 2 (Gamma)","role":"assistant","type":"text"},{"content":"Expert Example - Elements to group:\n■0: {\"value\":2}■\n■1: {\"value\":5}■\n■2: {\"value\":8}■\n\nGroup each element.","role":"user","type":"text"},{"content":"■undefined:Gamma■\n■END■","role":"assistant","type":"text"},{"content":"Reasoning: Numbers with remainder 2 when divided by 3 go to Gamma group","role":"assistant","type":"text"},{"content":"Expert Example - Elements to group:\n■0: {\"value\":1}■\n■1: {\"value\":4}■\n■2: {\"value\":7}■\n\nGroup each element.","role":"user","type":"text"},{"content":"■undefined:Beta■\n■END■","role":"assistant","type":"text"},{"content":"Reasoning: Numbers with remainder 1 when divided by 3 go to Beta group","role":"assistant","type":"text"},{"content":"Expert Example - Elements to group:\n■0: {\"value\":3}■\n■1: {\"value\":6}■\n■2: {\"value\":9}■\n\nGroup each element.","role":"user","type":"text"},{"content":"■undefined:Alpha■\n■END■","role":"assistant","type":"text"},{"content":"Reasoning: Numbers divisible by 3 (remainder 0) go to Alpha group","role":"assistant","type":"text"},{"content":"**Existing Groups (prefer reusing these):**\n- Alpha\n- Beta\n- Gamma\n\n**Elements (■0 to ■4):**\n■0: {\"value\":15}■\n■1: {\"value\":16}■\n■2: {\"value\":17}■\n■3: {\"value\":18}■\n■4: {\"value\":19}■\n\n**Task:** For each element, output one line with its group label.\n■END■","role":"user","type":"text"}],"meta":{"integrationName":"zai","promptCategory":"zai:zai.group","promptSource":"zai:zai.group:zai/group"},"model":"fast","signal":{},"stopSequences":["■END■"]},"method":"POST","url":"https://api.botpress.cloud/v2/cognitive/generate-text"}

Output:
■0:Alpha■
■1:Beta■
■2:Gamma■
■3:Alpha■
■4:Beta■


Instruction: group these numbers


Instruction: group these numbers

Instruction: group these numbers

Instruction: group these numbers

Instruction: group these numbers

Instruction: group these numbers


Instruction: group these names

Explanation: Names starting with A-M go to First Half


Instruction: group these names

Explanation: Names starting with N-Z go to Second Half


Input: {"body":{"keyColumn":"key","rows":[{"explanation":"Mike (M) → First Half, Rachel (R) → Second Half","feedback":null,"input":{"value":"[{\"name\":\"Mike\"},{\"name\":\"Rachel\"}]"},"instructions":"group these names","key":"letter_example3","metadata":{"cost":{"input":1,"output":1},"latency":0,"model":"","tokens":{"input":1,"output":1}},"output":{"value":[{"elements":[{"name":"Mike"}],"id":"first","label":"First Half"},{"elements":[{"name":"Rachel"}],"id":"second","label":"Second Half"}]},"status":"approved","taskId":"zai/group","taskType":"zai.group"}]},"method":"POST","url":"https://api.botpress.cloud/v1/tables/ZaiTestGroupInternalTable/rows/upsert"}

Instruction: group these names


Instruction: group these names

Instruction: group these names

Instruction: group these names


Input: {"body":{"messages":[{"content":"You are grouping elements into cohesive groups.\n\n**Instructions:** group these names\n\n\n**Important:**\n- Each element gets exactly ONE group label\n- Use EXACT SAME label for similar items (case-sensitive)\n- Create new descriptive labels when needed\n\n**Output Format:**\nOne line per element:\n■0:Group Label■\n■1:Group Label■\n■END■","role":"system"},{"content":"Expert Example - Elements to group:\n■0: {\"name\":\"Mike\"}■\n■1: {\"name\":\"Rachel\"}■\n\nGroup each element.","role":"user","type":"text"},{"content":"■undefined:First Half■\n■undefined:Second Half■\n■END■","role":"assistant","type":"text"},{"content":"Reasoning: Mike (M) → First Half, Rachel (R) → Second Half","role":"assistant","type":"text"},{"content":"Expert Example - Elements to group:\n■0: {\"name\":\"Alice\"}■\n■1: {\"name\":\"Bob\"}■\n■2: {\"name\":\"Charlie\"}■\n\nGroup each element.","role":"user","type":"text"},{"content":"■undefined:First Half■\n■END■","role":"assistant","type":"text"},{"content":"Reasoning: Names starting with A-M go to First Half","role":"assistant","type":"text"},{"content":"Expert Example - Elements to group:\n■0: {\"name\":\"Nancy\"}■\n■1: {\"name\":\"Oscar\"}■\n■2: {\"name\":\"Paula\"}■\n\nGroup each element.","role":"user","type":"text"},{"content":"■undefined:Second Half■\n■END■","role":"assistant","type":"text"},{"content":"Reasoning: Names starting with N-Z go to Second Half","role":"assistant","type":"text"},{"content":"**Elements (■0 to ■3):**\n■0: {\"name\":\"David\"}■\n■1: {\"name\":\"Zoe\"}■\n■2: {\"name\":\"Emma\"}■\n■3: {\"name\":\"Victor\"}■\n\n**Task:** For each element, output one line with its group label.\n■END■","role":"user","type":"text"}],"meta":{"integrationName":"zai","promptCategory":"zai:zai.group","promptSource":"zai:zai.group:zai/group"},"model":"fast","signal":{},"stopSequences":["■END■"]},"method":"POST","url":"https://api.botpress.cloud/v2/cognitive/generate-text"}

Output:
■0:First Half■
■1:Second Half■
■2:First Half■
■3:Second Half■


Input: {"body":{"messages":[{"content":"You are grouping elements into cohesive groups.\n\n**Instructions:** group these names\n\n\n**Important:**\n- Each element gets exactly ONE group label\n- Use EXACT SAME label for similar items (case-sensitive)\n- Create new descriptive labels when needed\n\n**Output Format:**\nOne line per element:\n■0:Group Label■\n■1:Group Label■\n■END■","role":"system"},{"content":"Expert Example - Elements to group:\n■0: {\"name\":\"Mike\"}■\n■1: {\"name\":\"Rachel\"}■\n\nGroup each element.","role":"user","type":"text"},{"content":"■undefined:First Half■\n■undefined:Second Half■\n■END■","role":"assistant","type":"text"},{"content":"Reasoning: Mike (M) → First Half, Rachel (R) → Second Half","role":"assistant","type":"text"},{"content":"Expert Example - Elements to group:\n■0: {\"name\":\"Alice\"}■\n■1: {\"name\":\"Bob\"}■\n■2: {\"name\":\"Charlie\"}■\n\nGroup each element.","role":"user","type":"text"},{"content":"■undefined:First Half■\n■END■","role":"assistant","type":"text"},{"content":"Reasoning: Names starting with A-M go to First Half","role":"assistant","type":"text"},{"content":"Expert Example - Elements to group:\n■0: {\"name\":\"Nancy\"}■\n■1: {\"name\":\"Oscar\"}■\n■2: {\"name\":\"Paula\"}■\n\nGroup each element.","role":"user","type":"text"},{"content":"■undefined:Second Half■\n■END■","role":"assistant","type":"text"},{"content":"Reasoning: Names starting with N-Z go to Second Half","role":"assistant","type":"text"},{"content":"**Existing Groups (prefer reusing these):**\n- First Half\n- Second Half\n\n**Elements (■0 to ■3):**\n■0: {\"name\":\"David\"}■\n■1: {\"name\":\"Zoe\"}■\n■2: {\"name\":\"Emma\"}■\n■3: {\"name\":\"Victor\"}■\n\n**Task:** For each element, output one line with its group label.\n■END■","role":"user","type":"text"}],"meta":{"integrationName":"zai","promptCategory":"zai:zai.group","promptSource":"zai:zai.group:zai/group"},"model":"fast","signal":{},"stopSequences":["■END■"]},"method":"POST","url":"https://api.botpress.cloud/v2/cognitive/generate-text"}

Output:
■0:First Half■
■1:Second Half■
■2:First Half■
■3:Second Half■


Instruction: group these names