diff --git a/drizzle/0040_sudden_flatman.sql b/drizzle/0040_sudden_flatman.sql
new file mode 100644
index 0000000..48b0c1f
--- /dev/null
+++ b/drizzle/0040_sudden_flatman.sql
@@ -0,0 +1,3 @@
+ALTER TABLE `llmLogs` ADD `resolvedProvider` varchar(30);--> statement-breakpoint
+ALTER TABLE `llmLogs` ADD `resolvedModel` varchar(80);--> statement-breakpoint
+ALTER TABLE `llmLogs` ADD `transport` varchar(30);
\ No newline at end of file
diff --git a/drizzle/meta/0040_snapshot.json b/drizzle/meta/0040_snapshot.json
new file mode 100644
index 0000000..041a6dc
--- /dev/null
+++ b/drizzle/meta/0040_snapshot.json
@@ -0,0 +1,2517 @@
+{
+  "version": "5",
+  "dialect": "mysql",
+  "id": "4e265c9d-3f36-4806-a85f-6e84ae91cbcc",
+  "prevId": "bc3f9af1-faa6-46bf-85fd-2e9906fa34d1",
+  "tables": {
+    "accountingAllocationList": {
+      "name": "accountingAllocationList",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "name": {
+          "name": "name",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        }
+      },
+      "indexes": {
+        "user_allocation_unique": {
+          "name": "user_allocation_unique",
+          "columns": [
+            "userId",
+            "name"
+          ],
+          "isUnique": true
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "accountingAllocationList_id": {
+          "name": "accountingAllocationList_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {},
+      "checkConstraint": {}
+    },
+    "automationRules": {
+      "name": "automationRules",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "name": {
+          "name": "name",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "isActive": {
+          "name": "isActive",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 1
+        },
+        "priority": {
+          "name": "priority",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 0
+        },
+        "conditions": {
+          "name": "conditions",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "conditionsLogic": {
+          "name": "conditionsLogic",
+          "type": "enum('AND','OR')",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "'AND'"
+        },
+        "actions": {
+          "name": "actions",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "onUpdate": true,
+          "default": "(now())"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "automationRules_id": {
+          "name": "automationRules_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {},
+      "checkConstraint": {}
+    },
+    "bapHistory": {
+      "name": "bapHistory",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "invoiceId": {
+          "name": "invoiceId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "supplierName": {
+          "name": "supplierName",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "invoiceNumber": {
+          "name": "invoiceNumber",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "invoiceDate": {
+          "name": "invoiceDate",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "totalAmount": {
+          "name": "totalAmount",
+          "type": "varchar(50)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "typeAchat": {
+          "name": "typeAchat",
+          "type": "varchar(50)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "serviceConcerne": {
+          "name": "serviceConcerne",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "ventilationComptable": {
+          "name": "ventilationComptable",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "recipientName": {
+          "name": "recipientName",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "exportMode": {
+          "name": "exportMode",
+          "type": "enum('browser','folder')",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "'browser'"
+        },
+        "exportPath": {
+          "name": "exportPath",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "pdfUrl": {
+          "name": "pdfUrl",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "signatureName": {
+          "name": "signatureName",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "sharepointUploadStatus": {
+          "name": "sharepointUploadStatus",
+          "type": "enum('success','error','skipped')",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "sharepointUploadPath": {
+          "name": "sharepointUploadPath",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "sharepointUploadError": {
+          "name": "sharepointUploadError",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "validatedAt": {
+          "name": "validatedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "bapHistory_id": {
+          "name": "bapHistory_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {},
+      "checkConstraint": {}
+    },
+    "deletedInvoices": {
+      "name": "deletedInvoices",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "invoiceNumber": {
+          "name": "invoiceNumber",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "totalAmount": {
+          "name": "totalAmount",
+          "type": "varchar(50)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "supplierName": {
+          "name": "supplierName",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "deletedAt": {
+          "name": "deletedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "deletedInvoices_id": {
+          "name": "deletedInvoices_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {},
+      "checkConstraint": {}
+    },
+    "departmentList": {
+      "name": "departmentList",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "name": {
+          "name": "name",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        }
+      },
+      "indexes": {
+        "user_department_unique": {
+          "name": "user_department_unique",
+          "columns": [
+            "userId",
+            "name"
+          ],
+          "isUnique": true
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "departmentList_id": {
+          "name": "departmentList_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {},
+      "checkConstraint": {}
+    },
+    "exportAutomationRules": {
+      "name": "exportAutomationRules",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "name": {
+          "name": "name",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "isActive": {
+          "name": "isActive",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 1
+        },
+        "priority": {
+          "name": "priority",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 0
+        },
+        "conditionField": {
+          "name": "conditionField",
+          "type": "enum('recipientName','ventilationComptable')",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "conditionValue": {
+          "name": "conditionValue",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "destinationType": {
+          "name": "destinationType",
+          "type": "enum('local','teams','sharepoint')",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "destinationPath": {
+          "name": "destinationPath",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "openInBrowser": {
+          "name": "openInBrowser",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 0
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "onUpdate": true,
+          "default": "(now())"
+        }
+      },
+      "indexes": {
+        "export_rule_user_priority_idx": {
+          "name": "export_rule_user_priority_idx",
+          "columns": [
+            "userId",
+            "priority"
+          ],
+          "isUnique": false
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "exportAutomationRules_id": {
+          "name": "exportAutomationRules_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {},
+      "checkConstraint": {}
+    },
+    "freeproImports": {
+      "name": "freeproImports",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "moisLabel": {
+          "name": "moisLabel",
+          "type": "varchar(10)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "annee": {
+          "name": "annee",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "mois": {
+          "name": "mois",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "refPiece": {
+          "name": "refPiece",
+          "type": "varchar(50)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "fileName": {
+          "name": "fileName",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "nbLignes": {
+          "name": "nbLignes",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 0
+        },
+        "totalTtc": {
+          "name": "totalTtc",
+          "type": "varchar(30)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "sharepointUploadStatus": {
+          "name": "sharepointUploadStatus",
+          "type": "enum('success','error')",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "sharepointUploadPath": {
+          "name": "sharepointUploadPath",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "sharepointUploadError": {
+          "name": "sharepointUploadError",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "sharepointExportedAt": {
+          "name": "sharepointExportedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "onUpdate": true,
+          "default": "(now())"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "freeproImports_id": {
+          "name": "freeproImports_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {},
+      "checkConstraint": {}
+    },
+    "freeproSettings": {
+      "name": "freeproSettings",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "portalUrl": {
+          "name": "portalUrl",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "'https://pro.free.fr'"
+        },
+        "loginEmail": {
+          "name": "loginEmail",
+          "type": "varchar(320)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "loginPassword": {
+          "name": "loginPassword",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "frequency": {
+          "name": "frequency",
+          "type": "enum('manual','daily','weekly','monthly')",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "'manual'"
+        },
+        "maxAnteriority": {
+          "name": "maxAnteriority",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "autoEnabled": {
+          "name": "autoEnabled",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 0
+        },
+        "lastSuccessAt": {
+          "name": "lastSuccessAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "lastStatus": {
+          "name": "lastStatus",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "lastImportCount": {
+          "name": "lastImportCount",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false,
+          "default": 0
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "onUpdate": true,
+          "default": "(now())"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "freeproSettings_id": {
+          "name": "freeproSettings_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {
+        "freeproSettings_userId_unique": {
+          "name": "freeproSettings_userId_unique",
+          "columns": [
+            "userId"
+          ]
+        }
+      },
+      "checkConstraint": {}
+    },
+    "freeproVentilationLines": {
+      "name": "freeproVentilationLines",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "importId": {
+          "name": "importId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "structure": {
+          "name": "structure",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "type": {
+          "name": "type",
+          "type": "varchar(50)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "montantCentimes": {
+          "name": "montantCentimes",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "freeproVentilationLines_id": {
+          "name": "freeproVentilationLines_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {},
+      "checkConstraint": {}
+    },
+    "importLogs": {
+      "name": "importLogs",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "sourceFileId": {
+          "name": "sourceFileId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "fileName": {
+          "name": "fileName",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "totalInvoicesDetected": {
+          "name": "totalInvoicesDetected",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 0
+        },
+        "invoicesImported": {
+          "name": "invoicesImported",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 0
+        },
+        "duplicatesIgnored": {
+          "name": "duplicatesIgnored",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 0
+        },
+        "errors": {
+          "name": "errors",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 0
+        },
+        "duplicateDetails": {
+          "name": "duplicateDetails",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "errorDetails": {
+          "name": "errorDetails",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "warningMessage": {
+          "name": "warningMessage",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "importSource": {
+          "name": "importSource",
+          "type": "enum('file','folder','email')",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "'file'"
+        },
+        "importTrigger": {
+          "name": "importTrigger",
+          "type": "enum('manual','automatic','unknown')",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "'unknown'"
+        },
+        "importedAt": {
+          "name": "importedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "importLogs_id": {
+          "name": "importLogs_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {},
+      "checkConstraint": {}
+    },
+    "importSettings": {
+      "name": "importSettings",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "manualImportEnabled": {
+          "name": "manualImportEnabled",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 1
+        },
+        "autoImportEnabled": {
+          "name": "autoImportEnabled",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 0
+        },
+        "autoImportSourcePath": {
+          "name": "autoImportSourcePath",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "autoImportFrequency": {
+          "name": "autoImportFrequency",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 60
+        },
+        "emailImportEnabled": {
+          "name": "emailImportEnabled",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 0
+        },
+        "emailImportAddress": {
+          "name": "emailImportAddress",
+          "type": "varchar(320)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "emailImportPassword": {
+          "name": "emailImportPassword",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "emailImportHost": {
+          "name": "emailImportHost",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "emailImportPort": {
+          "name": "emailImportPort",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false,
+          "default": 993
+        },
+        "emailImportFrequency": {
+          "name": "emailImportFrequency",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 30
+        },
+        "emailImportSinceDate": {
+          "name": "emailImportSinceDate",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "emailImportAuthMode": {
+          "name": "emailImportAuthMode",
+          "type": "enum('basic','oauth2')",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "'basic'"
+        },
+        "exportFolder": {
+          "name": "exportFolder",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "exportFolderType": {
+          "name": "exportFolderType",
+          "type": "enum('local','teams','sharepoint')",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "'local'"
+        },
+        "bapExportMode": {
+          "name": "bapExportMode",
+          "type": "enum('browser','folder','both')",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "'browser'"
+        },
+        "azureTenantId": {
+          "name": "azureTenantId",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "azureClientId": {
+          "name": "azureClientId",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "azureClientSecret": {
+          "name": "azureClientSecret",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "azureSecretExpiresAt": {
+          "name": "azureSecretExpiresAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "aiProvider": {
+          "name": "aiProvider",
+          "type": "enum('mistral','manus','gemini')",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "'mistral'"
+        },
+        "mistralApiKey": {
+          "name": "mistralApiKey",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "manusForgeApiKey": {
+          "name": "manusForgeApiKey",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "manusForgeApiUrl": {
+          "name": "manusForgeApiUrl",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "geminiApiKey": {
+          "name": "geminiApiKey",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "onUpdate": true,
+          "default": "(now())"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "importSettings_id": {
+          "name": "importSettings_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {
+        "importSettings_userId_unique": {
+          "name": "importSettings_userId_unique",
+          "columns": [
+            "userId"
+          ]
+        }
+      },
+      "checkConstraint": {}
+    },
+    "invoiceLearnings": {
+      "name": "invoiceLearnings",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "supplierKey": {
+          "name": "supplierKey",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "fieldName": {
+          "name": "fieldName",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "originalValue": {
+          "name": "originalValue",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "correctedValue": {
+          "name": "correctedValue",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "applyCount": {
+          "name": "applyCount",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 1
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "onUpdate": true,
+          "default": "(now())"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "invoiceLearnings_id": {
+          "name": "invoiceLearnings_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {},
+      "checkConstraint": {}
+    },
+    "invoices": {
+      "name": "invoices",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "sourceFileId": {
+          "name": "sourceFileId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "invoiceIndexInFile": {
+          "name": "invoiceIndexInFile",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 1
+        },
+        "fileName": {
+          "name": "fileName",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "fileKey": {
+          "name": "fileKey",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "fileUrl": {
+          "name": "fileUrl",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "supplierName": {
+          "name": "supplierName",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "invoiceNumber": {
+          "name": "invoiceNumber",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "invoiceDate": {
+          "name": "invoiceDate",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "deliveryNoteNumber": {
+          "name": "deliveryNoteNumber",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "orderNumber": {
+          "name": "orderNumber",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "totalAmount": {
+          "name": "totalAmount",
+          "type": "decimal(10,2)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "recipientName": {
+          "name": "recipientName",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "pageRange": {
+          "name": "pageRange",
+          "type": "varchar(20)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "qualityScore": {
+          "name": "qualityScore",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "metadataFileKey": {
+          "name": "metadataFileKey",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "metadataFileUrl": {
+          "name": "metadataFileUrl",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "status": {
+          "name": "status",
+          "type": "enum('processing','completed','error')",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "'processing'"
+        },
+        "errorMessage": {
+          "name": "errorMessage",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "exportStatus": {
+          "name": "exportStatus",
+          "type": "enum('not_exported','exported','export_error')",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "'not_exported'"
+        },
+        "manuallyEdited": {
+          "name": "manuallyEdited",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 0
+        },
+        "serviceConcerne": {
+          "name": "serviceConcerne",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "typeAchat": {
+          "name": "typeAchat",
+          "type": "enum('CAPEX','OPEX')",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "ventilationComptable": {
+          "name": "ventilationComptable",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "autoFilledFields": {
+          "name": "autoFilledFields",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "extractedText": {
+          "name": "extractedText",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "isSubscription": {
+          "name": "isSubscription",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 0
+        },
+        "bapValidated": {
+          "name": "bapValidated",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 0
+        },
+        "bapValidatedAt": {
+          "name": "bapValidatedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "exportedAt": {
+          "name": "exportedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "exportMode": {
+          "name": "exportMode",
+          "type": "enum('manual','automatic')",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "onUpdate": true,
+          "default": "(now())"
+        }
+      },
+      "indexes": {
+        "supplier_invoice_date_unique": {
+          "name": "supplier_invoice_date_unique",
+          "columns": [
+            "supplierName",
+            "invoiceNumber",
+            "invoiceDate"
+          ],
+          "isUnique": true
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "invoices_id": {
+          "name": "invoices_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {},
+      "checkConstraint": {}
+    },
+    "llmFieldsConfig": {
+      "name": "llmFieldsConfig",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "fieldName": {
+          "name": "fieldName",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "displayName": {
+          "name": "displayName",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "isRequired": {
+          "name": "isRequired",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 1
+        },
+        "displayOrder": {
+          "name": "displayOrder",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 0
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "onUpdate": true,
+          "default": "(now())"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "llmFieldsConfig_id": {
+          "name": "llmFieldsConfig_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {},
+      "checkConstraint": {}
+    },
+    "llmLogs": {
+      "name": "llmLogs",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "sourceFileId": {
+          "name": "sourceFileId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "invoiceId": {
+          "name": "invoiceId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "operation": {
+          "name": "operation",
+          "type": "varchar(50)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "model": {
+          "name": "model",
+          "type": "varchar(50)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "resolvedProvider": {
+          "name": "resolvedProvider",
+          "type": "varchar(30)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "resolvedModel": {
+          "name": "resolvedModel",
+          "type": "varchar(80)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "transport": {
+          "name": "transport",
+          "type": "varchar(30)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "promptSent": {
+          "name": "promptSent",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "rawResponse": {
+          "name": "rawResponse",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "cleanedResponse": {
+          "name": "cleanedResponse",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "success": {
+          "name": "success",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 1
+        },
+        "errorMessage": {
+          "name": "errorMessage",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "processingTimeMs": {
+          "name": "processingTimeMs",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "pageRange": {
+          "name": "pageRange",
+          "type": "varchar(50)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "llmLogs_id": {
+          "name": "llmLogs_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {},
+      "checkConstraint": {}
+    },
+    "serviceSignatures": {
+      "name": "serviceSignatures",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "serviceName": {
+          "name": "serviceName",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "signatureId": {
+          "name": "signatureId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "onUpdate": true,
+          "default": "(now())"
+        }
+      },
+      "indexes": {
+        "user_service_unique": {
+          "name": "user_service_unique",
+          "columns": [
+            "userId",
+            "serviceName"
+          ],
+          "isUnique": true
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "serviceSignatures_id": {
+          "name": "serviceSignatures_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {},
+      "checkConstraint": {}
+    },
+    "signatures": {
+      "name": "signatures",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "firstName": {
+          "name": "firstName",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "lastName": {
+          "name": "lastName",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "imageKey": {
+          "name": "imageKey",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "imageUrl": {
+          "name": "imageUrl",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "onUpdate": true,
+          "default": "(now())"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "signatures_id": {
+          "name": "signatures_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {},
+      "checkConstraint": {}
+    },
+    "sourceFiles": {
+      "name": "sourceFiles",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "fileName": {
+          "name": "fileName",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "fileKey": {
+          "name": "fileKey",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "fileUrl": {
+          "name": "fileUrl",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "contentHash": {
+          "name": "contentHash",
+          "type": "varchar(64)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "totalInvoicesDetected": {
+          "name": "totalInvoicesDetected",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 0
+        },
+        "processingStatus": {
+          "name": "processingStatus",
+          "type": "enum('processing','completed','error')",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "'processing'"
+        },
+        "processingProgress": {
+          "name": "processingProgress",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "onUpdate": true,
+          "default": "(now())"
+        }
+      },
+      "indexes": {
+        "source_file_content_hash_unique": {
+          "name": "source_file_content_hash_unique",
+          "columns": [
+            "contentHash"
+          ],
+          "isUnique": true
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "sourceFiles_id": {
+          "name": "sourceFiles_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {},
+      "checkConstraint": {}
+    },
+    "userSettings": {
+      "name": "userSettings",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "llmModel": {
+          "name": "llmModel",
+          "type": "varchar(50)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "'mistral-large-latest'"
+        },
+        "orderNumberFormat": {
+          "name": "orderNumberFormat",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "invoiceNumberKeywords": {
+          "name": "invoiceNumberKeywords",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "deliveryNoteKeywords": {
+          "name": "deliveryNoteKeywords",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "orderNumberKeywords": {
+          "name": "orderNumberKeywords",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "supplierKeywords": {
+          "name": "supplierKeywords",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "totalAmountKeywords": {
+          "name": "totalAmountKeywords",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "subscriptionKeywords": {
+          "name": "subscriptionKeywords",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "recipientKeywords": {
+          "name": "recipientKeywords",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "sftpRecipientFilter": {
+          "name": "sftpRecipientFilter",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "sftpHost": {
+          "name": "sftpHost",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "sftpPort": {
+          "name": "sftpPort",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false,
+          "default": 22
+        },
+        "sftpUsername": {
+          "name": "sftpUsername",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "sftpPassword": {
+          "name": "sftpPassword",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "sftpRemotePath": {
+          "name": "sftpRemotePath",
+          "type": "varchar(500)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false,
+          "default": "'/'"
+        },
+        "sftpAutoExport": {
+          "name": "sftpAutoExport",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 0
+        },
+        "llmLogsRetentionMonths": {
+          "name": "llmLogsRetentionMonths",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 3
+        },
+        "learningConfidenceThreshold": {
+          "name": "learningConfidenceThreshold",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 2
+        },
+        "aiProvider": {
+          "name": "aiProvider",
+          "type": "enum('mistral','manus','gemini')",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "'mistral'"
+        },
+        "mistralApiKey": {
+          "name": "mistralApiKey",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "manusForgeApiKey": {
+          "name": "manusForgeApiKey",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "manusForgeApiUrl": {
+          "name": "manusForgeApiUrl",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "geminiApiKey": {
+          "name": "geminiApiKey",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "onUpdate": true,
+          "default": "(now())"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "userSettings_id": {
+          "name": "userSettings_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {
+        "userSettings_userId_unique": {
+          "name": "userSettings_userId_unique",
+          "columns": [
+            "userId"
+          ]
+        }
+      },
+      "checkConstraint": {}
+    },
+    "users": {
+      "name": "users",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "openId": {
+          "name": "openId",
+          "type": "varchar(64)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "azureAdId": {
+          "name": "azureAdId",
+          "type": "varchar(128)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "email": {
+          "name": "email",
+          "type": "varchar(320)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "passwordHash": {
+          "name": "passwordHash",
+          "type": "varchar(255)",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "loginMethod": {
+          "name": "loginMethod",
+          "type": "enum('manus','local','azure-ad')",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "role": {
+          "name": "role",
+          "type": "enum('user','admin')",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "'user'"
+        },
+        "isActive": {
+          "name": "isActive",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 1
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "onUpdate": true,
+          "default": "(now())"
+        },
+        "lastSignedIn": {
+          "name": "lastSignedIn",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "users_id": {
+          "name": "users_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {
+        "users_openId_unique": {
+          "name": "users_openId_unique",
+          "columns": [
+            "openId"
+          ]
+        },
+        "users_azureAdId_unique": {
+          "name": "users_azureAdId_unique",
+          "columns": [
+            "azureAdId"
+          ]
+        },
+        "users_email_unique": {
+          "name": "users_email_unique",
+          "columns": [
+            "email"
+          ]
+        }
+      },
+      "checkConstraint": {}
+    },
+    "webImportSources": {
+      "name": "webImportSources",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": true
+        },
+        "userId": {
+          "name": "userId",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "name": {
+          "name": "name",
+          "type": "varchar(100)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "connectorType": {
+          "name": "connectorType",
+          "type": "varchar(50)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "portalUrl": {
+          "name": "portalUrl",
+          "type": "varchar(500)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "loginEmail": {
+          "name": "loginEmail",
+          "type": "varchar(320)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "loginPassword": {
+          "name": "loginPassword",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "frequency": {
+          "name": "frequency",
+          "type": "enum('manual','daily','weekly','monthly')",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "'monthly'"
+        },
+        "autoEnabled": {
+          "name": "autoEnabled",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": 0
+        },
+        "lastSuccessAt": {
+          "name": "lastSuccessAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "lastStatus": {
+          "name": "lastStatus",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false
+        },
+        "lastImportCount": {
+          "name": "lastImportCount",
+          "type": "int",
+          "primaryKey": false,
+          "notNull": false,
+          "autoincrement": false,
+          "default": 0
+        },
+        "apiToken": {
+          "name": "apiToken",
+          "type": "varchar(128)",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false
+        },
+        "createdAt": {
+          "name": "createdAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "default": "(now())"
+        },
+        "updatedAt": {
+          "name": "updatedAt",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "autoincrement": false,
+          "onUpdate": true,
+          "default": "(now())"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {
+        "webImportSources_id": {
+          "name": "webImportSources_id",
+          "columns": [
+            "id"
+          ]
+        }
+      },
+      "uniqueConstraints": {},
+      "checkConstraint": {}
+    }
+  },
+  "views": {},
+  "_meta": {
+    "schemas": {},
+    "tables": {},
+    "columns": {}
+  },
+  "internal": {
+    "tables": {},
+    "indexes": {}
+  }
+}
\ No newline at end of file
diff --git a/drizzle/meta/_journal.json b/drizzle/meta/_journal.json
index 21c4b0c..a1ff34c 100644
--- a/drizzle/meta/_journal.json
+++ b/drizzle/meta/_journal.json
@@ -281,6 +281,13 @@
       "when": 1788350633569,
       "tag": "0039_good_carmella_unuscione",
       "breakpoints": true
+    },
+    {
+      "idx": 40,
+      "version": "5",
+      "when": 1788942350737,
+      "tag": "0040_sudden_flatman",
+      "breakpoints": true
     }
   ]
 }
\ No newline at end of file
diff --git a/drizzle/schema.ts b/drizzle/schema.ts
index 09b5340..67429f6 100644
--- a/drizzle/schema.ts
+++ b/drizzle/schema.ts
@@ -248,7 +248,14 @@ export const llmLogs = mysqlTable("llmLogs", {
   sourceFileId: int("sourceFileId"), // Optional: link to source file if applicable
   invoiceId: int("invoiceId"), // Optional: link to invoice if applicable
   operation: varchar("operation", { length: 50 }).notNull(), // "detection" or "extraction"
-  model: varchar("model", { length: 50 }).notNull(), // LLM model used
+  /** Modèle demandé ou historique, conservé pour compatibilité. */
+  model: varchar("model", { length: 50 }).notNull(),
+  /** Fournisseur réellement résolu par l’adaptateur au moment de l’appel. */
+  resolvedProvider: varchar("resolvedProvider", { length: 30 }),
+  /** Modèle réellement inclus dans le payload envoyé au fournisseur. */
+  resolvedModel: varchar("resolvedModel", { length: 80 }),
+  /** Catégorie de transport, sans URL ni secret. */
+  transport: varchar("transport", { length: 30 }),
   promptSent: text("promptSent").notNull(), // Full prompt sent to LLM
   rawResponse: text("rawResponse").notNull(), // Raw response from LLM (before cleaning)
   cleanedResponse: text("cleanedResponse"), // Response after markdown cleaning
diff --git a/server/_core/llm.ts b/server/_core/llm.ts
index dd29c0b..cd9cf0d 100644
--- a/server/_core/llm.ts
+++ b/server/_core/llm.ts
@@ -97,6 +97,29 @@ export type InvokeResult = {
   };
 };
 
+export type LlmProvider = "mistral" | "manus" | "gemini";
+export type LlmTransport = "mistral-api" | "manus-forge" | "gemini-api";
+
+export type UserLlmSettings = {
+  aiProvider?: string | null;
+  mistralApiKey?: string | null;
+  manusForgeApiKey?: string | null;
+  manusForgeApiUrl?: string | null;
+  geminiApiKey?: string | null;
+};
+
+/** Métadonnées non sensibles décrivant l’appel LLM réellement résolu. */
+export type ResolvedLlmTrace = {
+  provider: LlmProvider;
+  model: string;
+  transport: LlmTransport;
+};
+
+export type ResolvedLlmInvocation = {
+  response: InvokeResult;
+  trace: ResolvedLlmTrace;
+};
+
 export type JsonSchema = {
   name: string;
   schema: Record<string, unknown>;
@@ -283,7 +306,7 @@ const normalizeResponseFormat = ({
 /**
  * Résout l'URL API en tenant compte des paramètres utilisateur (DB) en priorité sur les variables d'environnement.
  */
-function resolveApiUrlWithSettings(settings?: { aiProvider?: string | null; mistralApiKey?: string | null; manusForgeApiKey?: string | null; manusForgeApiUrl?: string | null; geminiApiKey?: string | null }): string {
+function resolveApiUrlWithSettings(settings?: UserLlmSettings): string {
   const provider = settings?.aiProvider || "mistral";
   if (provider === "mistral") {
     return "https://api.mistral.ai/v1/chat/completions";
@@ -297,7 +320,7 @@ function resolveApiUrlWithSettings(settings?: { aiProvider?: string | null; mist
   return `${forgeUrl.replace(/\/$/, "")}/v1/chat/completions`;
 }
 
-function getApiKeyWithSettings(settings?: { aiProvider?: string | null; mistralApiKey?: string | null; manusForgeApiKey?: string | null; geminiApiKey?: string | null }): string {
+function getApiKeyWithSettings(settings?: UserLlmSettings): string {
   const provider = settings?.aiProvider || "mistral";
   if (provider === "mistral") {
     return settings?.mistralApiKey || ENV.mistralApiKey || "";
@@ -308,11 +331,20 @@ function getApiKeyWithSettings(settings?: { aiProvider?: string | null; mistralA
   return settings?.manusForgeApiKey || ENV.forgeApiKey || "";
 }
 
-function getModelForProvider(provider: string): string {
-  if (provider === "mistral") return "mistral-large-latest";
-  if (provider === "gemini") return "gemini-2.0-flash";
-  // Manus Forge → Gemini 2.5 Flash via proxy
-  return "gemini-2.5-flash";
+/**
+ * Résout le fournisseur, le modèle et la passerelle effectivement utilisés.
+ * Cette trace ne contient aucun secret ni URL personnalisée.
+ */
+export function resolveLlmTrace(settings?: UserLlmSettings): ResolvedLlmTrace {
+  const provider = settings?.aiProvider || "mistral";
+
+  if (provider === "manus") {
+    return { provider: "manus", model: "gemini-2.5-flash", transport: "manus-forge" };
+  }
+  if (provider === "gemini") {
+    return { provider: "gemini", model: "gemini-2.0-flash", transport: "gemini-api" };
+  }
+  return { provider: "mistral", model: "mistral-large-latest", transport: "mistral-api" };
 }
 
 /**
@@ -321,14 +353,15 @@ function getModelForProvider(provider: string): string {
  */
 export async function invokeLLMWithUserSettings(
   params: InvokeParams,
-  userSettings?: { aiProvider?: string | null; mistralApiKey?: string | null; manusForgeApiKey?: string | null; manusForgeApiUrl?: string | null; geminiApiKey?: string | null }
-): Promise<InvokeResult> {
+  userSettings?: UserLlmSettings
+): Promise<ResolvedLlmInvocation> {
   const apiKey = getApiKeyWithSettings(userSettings);
   if (!apiKey || apiKey.trim().length === 0) {
     throw new Error("Aucune clé API configurée pour le moteur IA sélectionné");
   }
 
-  const provider = userSettings?.aiProvider || "mistral";
+  const trace = resolveLlmTrace(userSettings);
+  const provider = trace.provider;
 
   const {
     messages,
@@ -341,7 +374,7 @@ export async function invokeLLMWithUserSettings(
     response_format,
   } = params;
 
-  const model = getModelForProvider(provider);
+  const model = trace.model;
 
   const payload: Record<string, unknown> = {
     model,
@@ -378,7 +411,10 @@ export async function invokeLLMWithUserSettings(
     throw new Error(`LLM invoke failed: ${response.status} ${response.statusText} – ${errorText}`);
   }
 
-  return (await response.json()) as InvokeResult;
+  return {
+    response: (await response.json()) as InvokeResult,
+    trace,
+  };
 }
 
 export async function invokeLLM(params: InvokeParams): Promise<InvokeResult> {
diff --git a/server/invoiceExtractor.ts b/server/invoiceExtractor.ts
index d260bbc..e29b876 100644
--- a/server/invoiceExtractor.ts
+++ b/server/invoiceExtractor.ts
@@ -1,4 +1,4 @@
-import { invokeLLMWithUserSettings } from "./_core/llm";
+import { invokeLLMWithUserSettings, type UserLlmSettings } from "./_core/llm";
 import { PDFDocument } from "pdf-lib";
 import { createLlmLog } from "./db";
 import PDFParser from "pdf2json";
@@ -144,7 +144,7 @@ export async function extractInvoicesWithMistral(
     subscription?: string | null;
     recipient?: string | null;
   },
-  aiSettings?: { aiProvider?: string | null; mistralApiKey?: string | null; manusForgeApiKey?: string | null; manusForgeApiUrl?: string | null }
+  aiSettings?: UserLlmSettings
 ): Promise<MultiInvoiceResult> {
   // Load user's field configuration
   const { getLlmFieldsConfigByUser } = await import("./db");
@@ -241,7 +241,7 @@ Si une information n'est pas trouvée, utilise null. Ne retourne AUCUN texte en
     
     // Call Mistral LLM with extracted text
     const fullPrompt = `${prompt}\n\nTexte extrait du PDF:\n${pdfText}`;
-    const response = await invokeLLMWithUserSettings(
+    const invocation = await invokeLLMWithUserSettings(
       {
         messages: [
           {
@@ -252,6 +252,7 @@ Si une information n'est pas trouvée, utilise null. Ne retourne AUCUN texte en
       },
       aiSettings
     );
+    const { response, trace } = invocation;
     
     const rawResponse = typeof response.choices[0]?.message?.content === "string" 
       ? response.choices[0].message.content 
@@ -276,6 +277,9 @@ Si une information n'est pas trouvée, utilise null. Ne retourne AUCUN texte en
         sourceFileId,
         operation: "extraction",
         model,
+        resolvedProvider: trace.provider,
+        resolvedModel: trace.model,
+        transport: trace.transport,
         promptSent: prompt,
         rawResponse: rawResponse.substring(0, 10000),
         cleanedResponse: cleanedResponse.substring(0, 10000),
@@ -293,6 +297,9 @@ Si une information n'est pas trouvée, utilise null. Ne retourne AUCUN texte en
       sourceFileId,
       operation: "extraction",
       model,
+      resolvedProvider: trace.provider,
+      resolvedModel: trace.model,
+      transport: trace.transport,
       promptSent: prompt.substring(0, 10000),
       rawResponse: rawResponse.substring(0, 10000),
       cleanedResponse: cleanedResponse.substring(0, 10000),
diff --git a/server/llm-trace.test.ts b/server/llm-trace.test.ts
new file mode 100644
index 0000000..5a88a79
--- /dev/null
+++ b/server/llm-trace.test.ts
@@ -0,0 +1,66 @@
+import { afterEach, describe, expect, it, vi } from "vitest";
+import { invokeLLMWithUserSettings, resolveLlmTrace } from "./_core/llm";
+
+describe("resolveLlmTrace", () => {
+  it("trace Manus Forge avec le modèle réellement résolu", () => {
+    expect(resolveLlmTrace({ aiProvider: "manus" })).toEqual({
+      provider: "manus",
+      model: "gemini-2.5-flash",
+      transport: "manus-forge",
+    });
+  });
+
+  it("trace Mistral et Gemini sans déduire le modèle depuis un champ historique", () => {
+    expect(resolveLlmTrace({ aiProvider: "mistral" })).toEqual({
+      provider: "mistral",
+      model: "mistral-large-latest",
+      transport: "mistral-api",
+    });
+    expect(resolveLlmTrace({ aiProvider: "gemini" })).toEqual({
+      provider: "gemini",
+      model: "gemini-2.0-flash",
+      transport: "gemini-api",
+    });
+  });
+
+  it("reste sur Mistral lorsque le fournisseur est absent", () => {
+    expect(resolveLlmTrace()).toEqual({
+      provider: "mistral",
+      model: "mistral-large-latest",
+      transport: "mistral-api",
+    });
+  });
+});
+
+describe("invokeLLMWithUserSettings", () => {
+  afterEach(() => vi.unstubAllGlobals());
+
+  it("retourne la trace Manus correspondant au payload réellement envoyé", async () => {
+    const fetchMock = vi.fn().mockResolvedValue({
+      ok: true,
+      json: async () => ({ id: "test", created: 0, model: "gemini-2.5-flash", choices: [] }),
+    });
+    vi.stubGlobal("fetch", fetchMock);
+
+    const invocation = await invokeLLMWithUserSettings(
+      { messages: [{ role: "user", content: "test non sensible" }] },
+      {
+        aiProvider: "manus",
+        manusForgeApiKey: "test-only-not-a-secret",
+        manusForgeApiUrl: "https://forge.example.test",
+      },
+    );
+
+    expect(invocation.trace).toEqual({
+      provider: "manus",
+      model: "gemini-2.5-flash",
+      transport: "manus-forge",
+    });
+    expect(fetchMock).toHaveBeenCalledWith(
+      "https://forge.example.test/v1/chat/completions",
+      expect.objectContaining({ method: "POST" }),
+    );
+    const request = fetchMock.mock.calls[0][1] as RequestInit;
+    expect(JSON.parse(String(request.body))).toMatchObject({ model: "gemini-2.5-flash" });
+  });
+});