diff --git a/analytics-dashboard.gbai/analytics-dashboard.gbkb/analytics-guide.md b/analytics-dashboard.gbai/analytics-dashboard.gbkb/analytics-guide/analytics-guide.md
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diff --git a/backup.gbai/backup.gbkb/backup-guide.md b/backup.gbai/backup.gbkb/backup-guide/backup-guide.md
similarity index 100%
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diff --git a/bank.gbai/bank.gbkb/banking-services.md b/bank.gbai/bank.gbkb/banking-services/banking-services.md
similarity index 100%
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rename to bank.gbai/bank.gbkb/banking-services/banking-services.md
diff --git a/bling.gbai/bling.gbkb/bling-erp-guide.md b/bling.gbai/bling.gbkb/bling-erp-guide/bling-erp-guide.md
similarity index 100%
rename from bling.gbai/bling.gbkb/bling-erp-guide.md
rename to bling.gbai/bling.gbkb/bling-erp-guide/bling-erp-guide.md
diff --git a/bots/communications/broadcast.gbai/broadcast.gbkb/broadcast-guide.md b/bots/communications/broadcast.gbai/broadcast.gbkb/broadcast-guide/broadcast-guide.md
similarity index 100%
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diff --git a/bots/core/default.gbai/default.gbkb/getting-started.md b/bots/core/default.gbai/default.gbkb/getting-started/getting-started.md
similarity index 100%
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diff --git a/bots/crawler.gbai/crawler.gbkb/web-crawling-guide.md b/bots/crawler.gbai/crawler.gbkb/web-crawling-guide/web-crawling-guide.md
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diff --git a/bots/edu.gbai/edu.gbkb/student-guide.md b/bots/edu.gbai/edu.gbkb/student-guide/student-guide.md
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diff --git a/bots/erp.gbai/erp.gbkb/inventory-management.md b/bots/erp.gbai/erp.gbkb/inventory-management/inventory-management.md
similarity index 100%
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diff --git a/bots/finance/bank.gbai/bank.gbkb/banking-services.md b/bots/finance/bank.gbai/bank.gbkb/banking-services/banking-services.md
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diff --git a/bots/integration/bling.gbai/bling.gbkb/bling-erp-guide.md b/bots/integration/bling.gbai/bling.gbkb/bling-erp-guide/bling-erp-guide.md
similarity index 100%
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diff --git a/bots/law.gbai/law.gbkb/legal-services.md b/bots/law.gbai/law.gbkb/legal-services/legal-services.md
similarity index 100%
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rename to bots/law.gbai/law.gbkb/legal-services/legal-services.md
diff --git a/bots/platform/analytics-dashboard.gbai/analytics-dashboard.gbkb/analytics-guide.md b/bots/platform/analytics-dashboard.gbai/analytics-dashboard.gbkb/analytics-guide/analytics-guide.md
similarity index 100%
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diff --git a/bots/platform/backup.gbai/backup.gbkb/backup-guide.md b/bots/platform/backup.gbai/backup.gbkb/backup-guide/backup-guide.md
similarity index 100%
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diff --git a/bots/sales/crm/sales-pipeline.gbai/sales-pipeline.gbkb/sales-methodology.md b/bots/sales/crm/sales-pipeline.gbai/sales-pipeline.gbkb/sales-methodology/sales-methodology.md
similarity index 100%
rename from bots/sales/crm/sales-pipeline.gbai/sales-pipeline.gbkb/sales-methodology.md
rename to bots/sales/crm/sales-pipeline.gbai/sales-pipeline.gbkb/sales-methodology/sales-methodology.md
diff --git a/broadcast.gbai/broadcast.gbkb/broadcast-guide.md b/broadcast.gbai/broadcast.gbkb/broadcast-guide/broadcast-guide.md
similarity index 100%
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diff --git a/crawler.gbai/crawler.gbkb/web-crawling-guide.md b/crawler.gbai/crawler.gbkb/web-crawling-guide/web-crawling-guide.md
similarity index 100%
rename from crawler.gbai/crawler.gbkb/web-crawling-guide.md
rename to crawler.gbai/crawler.gbkb/web-crawling-guide/web-crawling-guide.md
diff --git a/crm/sales-pipeline.gbai/sales-pipeline.gbkb/sales-methodology.md b/crm/sales-pipeline.gbai/sales-pipeline.gbkb/sales-methodology/sales-methodology.md
similarity index 100%
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diff --git a/default.gbai/default.gbkb/getting-started.md b/default.gbai/default.gbkb/getting-started/getting-started.md
similarity index 100%
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rename to default.gbai/default.gbkb/getting-started/getting-started.md
diff --git a/default.gbai/default.gbot/config.csv b/default.gbai/default.gbot/config.csv
index 736c01d..9aef3e4 100644
--- a/default.gbai/default.gbot/config.csv
+++ b/default.gbai/default.gbot/config.csv
@@ -30,6 +30,11 @@ embedding-url,http://localhost:8082
 embedding-model,../../../../data/llm/bge-small-en-v1.5-f32.gguf
 ,
 # ============================================================================
+# VECTOR DATABASE CONFIGURATION
+# ============================================================================
+vectordb-url,https://localhost:6333
+,
+# ============================================================================
 # LLM SERVER CONFIGURATION
 # ============================================================================
 llm-server,true
diff --git a/edu.gbai/edu.gbkb/student-guide.md b/edu.gbai/edu.gbkb/student-guide/student-guide.md
similarity index 100%
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diff --git a/erp.gbai/erp.gbkb/inventory-management.md b/erp.gbai/erp.gbkb/inventory-management/inventory-management.md
similarity index 100%
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diff --git a/hr/employees.gbai/employees.gbkb/hr-policies.md b/hr/employees.gbai/employees.gbkb/hr-policies/hr-policies.md
similarity index 100%
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rename to hr/employees.gbai/employees.gbkb/hr-policies/hr-policies.md
diff --git a/hr/employees.gbai/employees.gbkb/org-structure.md b/hr/employees.gbai/employees.gbkb/org-structure/org-structure.md
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diff --git a/it/helpdesk.gbai/helpdesk.gbkb/common-issues.md b/it/helpdesk.gbai/helpdesk.gbkb/common-issues/common-issues.md
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diff --git a/it/helpdesk.gbai/helpdesk.gbkb/security-tips.md b/it/helpdesk.gbai/helpdesk.gbkb/security-tips/security-tips.md
similarity index 100%
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diff --git a/law.gbai/law.gbkb/legal-services.md b/law.gbai/law.gbkb/legal-services/legal-services.md
similarity index 100%
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