From e9d25d9270627438283be5bcc68954cb16ef2407 Mon Sep 17 00:00:00 2001
From: Manus <dev-agent@manus.ai>
Date: Wed, 30 Sep 2026 16:18:00 +0000
Subject: [PATCH] feat: route invoice analysis through referentiel ia

---
 client/src/pages/Settings.tsx            |  102 +-
 docker-compose.yml                       |    3 +
 drizzle/0036_broken_rattler.sql          |    2 +-
 drizzle/0041_acoustic_microchip.sql      |    2 +
 drizzle/meta/0041_snapshot.json          | 2517 ++++++++++++++++++++++
 drizzle/meta/_journal.json               |    7 +
 drizzle/schema.ts                        |    4 +-
 server/_core/env.ts                      |    2 +
 server/_core/llm.ts                      |   15 +-
 server/deploymentRouting.test.ts         |    7 +
 server/drizzleMigrationHistory.test.ts   |   14 +
 server/referentialIa.test.ts             |   79 +
 server/referentialIa.ts                  |  128 ++
 server/routers.ts                        |    9 +-
 server/webImportSourcesMigration.test.ts |    5 +-
 todo.md                                  |   37 +
 16 files changed, 2907 insertions(+), 26 deletions(-)
 create mode 100644 drizzle/0041_acoustic_microchip.sql
 create mode 100644 drizzle/meta/0041_snapshot.json
 create mode 100644 server/drizzleMigrationHistory.test.ts
 create mode 100644 server/referentialIa.test.ts
 create mode 100644 server/referentialIa.ts

diff --git a/client/src/pages/Settings.tsx b/client/src/pages/Settings.tsx
index 667e1c4..3332c8f 100644
--- a/client/src/pages/Settings.tsx
+++ b/client/src/pages/Settings.tsx
@@ -677,7 +677,7 @@ export default function Settings() {
   const [sftpAutoExport, setSftpAutoExport] = useState(false);
   const [sftpRecipientFilter, setSftpRecipientFilter] = useState("");
   const [llmLogsRetentionMonths, setLlmLogsRetentionMonths] = useState(3);
-  const [aiProvider, setAiProvider] = useState<"mistral" | "manus" | "gemini">("mistral");
+  const [aiProvider, setAiProvider] = useState<"mistral" | "manus" | "gemini" | "referentiel">("mistral");
   const [mistralApiKey, setMistralApiKey] = useState("");
   const [manusForgeApiKey, setManusForgeApiKey] = useState("");
   const [manusForgeApiUrl, setManusForgeApiUrl] = useState("");
@@ -722,6 +722,17 @@ export default function Settings() {
     },
   });
 
+  const testReferentielIaMutation = trpc.settings.testReferentielIa.useMutation({
+    onSuccess: (data) => {
+      const engine = data.engineName ? ` Moteur sélectionné : ${data.engineName}.` : "";
+      const model = data.model ? ` Modèle : ${data.model}.` : "";
+      toast.success(`Connexion au Référentiel IA réussie.${engine}${model}`);
+    },
+    onError: (error) => {
+      toast.error(error.message || "Connexion au Référentiel IA impossible");
+    },
+  });
+
   const testSftpMutation = trpc.sftp.testConnection.useMutation({
     onSuccess: (data) => {
       if (data.success) {
@@ -857,7 +868,7 @@ export default function Settings() {
               <CardContent className="space-y-6 pt-6">
 
                 {/* Provider selector */}
-                <div className="grid grid-cols-3 gap-4">
+                <div className="grid grid-cols-1 sm:grid-cols-2 xl:grid-cols-4 gap-4">
                   <button
                     type="button"
                     onClick={() => setAiProvider("mistral")}
@@ -939,6 +950,32 @@ export default function Settings() {
                       <Badge className="bg-blue-500 text-white text-xs">Actif</Badge>
                     )}
                   </button>
+
+                  <button
+                    type="button"
+                    onClick={() => setAiProvider("referentiel")}
+                    className={`relative flex flex-col items-center gap-3 p-5 rounded-xl border-2 transition-all cursor-pointer ${
+                      aiProvider === "referentiel"
+                        ? "border-violet-500 bg-violet-50 dark:bg-violet-950/20 shadow-md"
+                        : "border-muted hover:border-violet-300 bg-background"
+                    }`}
+                  >
+                    {aiProvider === "referentiel" && (
+                      <div className="absolute top-2 right-2">
+                        <CheckCircle className="w-5 h-5 text-violet-500" />
+                      </div>
+                    )}
+                    <div className="p-3 bg-violet-100 dark:bg-violet-900/30 rounded-xl">
+                      <Brain className="w-8 h-8 text-violet-600" />
+                    </div>
+                    <div className="text-center">
+                      <p className="font-bold text-base">Référentiel IA</p>
+                      <p className="text-xs text-muted-foreground mt-1">Choix centralisé<br/>Moteur et modèle décidés par le référentiel</p>
+                    </div>
+                    {aiProvider === "referentiel" && (
+                      <Badge className="bg-violet-500 text-white text-xs">Actif</Badge>
+                    )}
+                  </button>
                 </div>
 
                 {/* Mistral config */}
@@ -1055,6 +1092,32 @@ export default function Settings() {
                   </div>
                 )}
 
+                {aiProvider === "referentiel" && (
+                  <div className="space-y-4 p-4 bg-violet-50 dark:bg-violet-950/10 rounded-xl border border-violet-200 dark:border-violet-800">
+                    <div className="flex items-start justify-between gap-4">
+                      <div>
+                        <p className="text-sm font-semibold text-violet-700 dark:text-violet-400 uppercase tracking-wide">Configuration centralisée</p>
+                        <p className="text-sm text-violet-900 dark:text-violet-100 mt-2">
+                          L’analyse est envoyée à la passerelle du Référentiel IA. Le moteur, le modèle, les droits et les limites d’usage sont ceux sélectionnés pour <strong>Démat. Facturation DSI</strong> dans le Référentiel.
+                        </p>
+                        <p className="text-xs text-violet-700 dark:text-violet-300 mt-2">
+                          Aucune clé du Référentiel n’est affichée ni enregistrée dans ces paramètres.
+                        </p>
+                      </div>
+                      <Button
+                        type="button"
+                        variant="outline"
+                        className="border-violet-300 text-violet-700 hover:bg-violet-100 shrink-0"
+                        onClick={() => testReferentielIaMutation.mutate()}
+                        disabled={testReferentielIaMutation.isPending}
+                      >
+                        {testReferentielIaMutation.isPending ? <Loader2 className="w-4 h-4 animate-spin mr-2" /> : <CheckCircle className="w-4 h-4 mr-2" />}
+                        Vérifier la connexion
+                      </Button>
+                    </div>
+                  </div>
+                )}
+
               </CardContent>
             </Card>
 
@@ -1073,20 +1136,27 @@ export default function Settings() {
                 </div>
               </CardHeader>
               <CardContent className="space-y-6 pt-6">
-                <div className="space-y-3">
-                  <Label htmlFor="llmModel" className="text-base font-semibold">Modèle IA (override)</Label>
-                  <Input
-                    id="llmModel"
-                    value={llmModel}
-                    onChange={(e) => setLlmModel(e.target.value)}
-                    placeholder="mistral-large-latest"
-                    className="h-11"
-                  />
-                  <p className="text-sm text-muted-foreground flex items-center gap-2">
-                    <AlertCircle className="w-4 h-4" />
-                    Nom du modèle Mistral à utiliser pour l'extraction
-                  </p>
-                </div>
+                {aiProvider === "referentiel" ? (
+                  <div className="space-y-2 p-4 rounded-lg bg-violet-50 dark:bg-violet-950/10 border border-violet-200 dark:border-violet-800">
+                    <p className="font-medium text-violet-900 dark:text-violet-100">Modèle décidé par le Référentiel IA</p>
+                    <p className="text-sm text-violet-700 dark:text-violet-300">La surcharge locale est volontairement désactivée pour garantir un moteur unique, piloté et tracé au niveau Santinova.</p>
+                  </div>
+                ) : (
+                  <div className="space-y-3">
+                    <Label htmlFor="llmModel" className="text-base font-semibold">Modèle IA (override)</Label>
+                    <Input
+                      id="llmModel"
+                      value={llmModel}
+                      onChange={(e) => setLlmModel(e.target.value)}
+                      placeholder="mistral-large-latest"
+                      className="h-11"
+                    />
+                    <p className="text-sm text-muted-foreground flex items-center gap-2">
+                      <AlertCircle className="w-4 h-4" />
+                      Nom du modèle à utiliser pour l'extraction directe
+                    </p>
+                  </div>
+                )}
 
                 <div className="space-y-3">
                   <Label htmlFor="llmLogsRetentionMonths" className="text-base font-semibold">
diff --git a/docker-compose.yml b/docker-compose.yml
index 518d85e..fa93603 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -58,6 +58,9 @@ services:
       DATABASE_URL: mysql://root:demat_facturation_db_pass_2026@demat-facturation-db:3306/gestion_facturation
       JWT_SECRET: demat-facturation-jwt-secret-recette-2026
       MISTRAL_API_KEY: ${MISTRAL_API_KEY:-}
+      # Passerelle centralisée : le jeton reste dans l'environnement serveur.
+      REFERENTIEL_IA_URL: ${REFERENTIEL_IA_URL:-}
+      REFERENTIEL_IA_TOKEN: ${REFERENTIEL_IA_TOKEN:-}
       UPLOAD_DIR: /app/uploads
       # Chemin unique utilisé par le serveur et vérifié au démarrage.
       STORAGE_BASE_PATH: /app/storage
diff --git a/drizzle/0036_broken_rattler.sql b/drizzle/0036_broken_rattler.sql
index ab22549..a98f2aa 100644
--- a/drizzle/0036_broken_rattler.sql
+++ b/drizzle/0036_broken_rattler.sql
@@ -1,4 +1,4 @@
-CREATE TABLE IF NOT EXISTS `webImportSources` (
+CREATE TABLE `webImportSources` (
 	`id` int AUTO_INCREMENT NOT NULL,
 	`userId` int NOT NULL,
 	`name` varchar(100) NOT NULL,
diff --git a/drizzle/0041_acoustic_microchip.sql b/drizzle/0041_acoustic_microchip.sql
new file mode 100644
index 0000000..a5fea61
--- /dev/null
+++ b/drizzle/0041_acoustic_microchip.sql
@@ -0,0 +1,2 @@
+ALTER TABLE `importSettings` MODIFY COLUMN `aiProvider` enum('mistral','manus','gemini','referentiel') NOT NULL DEFAULT 'mistral';--> statement-breakpoint
+ALTER TABLE `userSettings` MODIFY COLUMN `aiProvider` enum('mistral','manus','gemini','referentiel') NOT NULL DEFAULT 'mistral';
\ No newline at end of file
diff --git a/drizzle/meta/0041_snapshot.json b/drizzle/meta/0041_snapshot.json
new file mode 100644
index 0000000..cfb1ed0
--- /dev/null
+++ b/drizzle/meta/0041_snapshot.json
@@ -0,0 +1,2517 @@
+{
+  "version": "5",
+  "dialect": "mysql",
+  "id": "c522da53-5855-4176-9b96-53b2c437d519",
+  "prevId": "4e265c9d-3f36-4806-a85f-6e84ae91cbcc",
+  "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','referentiel')",
+          "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','referentiel')",
+          "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 a1ff34c..028c0d2 100644
--- a/drizzle/meta/_journal.json
+++ b/drizzle/meta/_journal.json
@@ -288,6 +288,13 @@
       "when": 1788942350737,
       "tag": "0040_sudden_flatman",
       "breakpoints": true
+    },
+    {
+      "idx": 41,
+      "version": "5",
+      "when": 1790785209695,
+      "tag": "0041_acoustic_microchip",
+      "breakpoints": true
     }
   ]
 }
\ No newline at end of file
diff --git a/drizzle/schema.ts b/drizzle/schema.ts
index 67429f6..526b687 100644
--- a/drizzle/schema.ts
+++ b/drizzle/schema.ts
@@ -153,7 +153,7 @@ export const userSettings = mysqlTable("userSettings", {
   // Seuil de confiance pour les apprentissages IA
   learningConfidenceThreshold: int("learningConfidenceThreshold").default(2).notNull(), // Nombre minimum d'applications pour marquer un apprentissage comme Confirmé
   // AI Engine configuration
-  aiProvider: mysqlEnum("aiProvider", ["mistral", "manus", "gemini"]).default("mistral").notNull(), // AI provider: 'mistral', 'manus' or 'gemini'
+  aiProvider: mysqlEnum("aiProvider", ["mistral", "manus", "gemini", "referentiel"]).default("mistral").notNull(), // Moteur direct ou sélection centralisée par le Référentiel IA
   mistralApiKey: text("mistralApiKey"), // Mistral API key (overrides env MISTRAL_API_KEY)
   manusForgeApiKey: text("manusForgeApiKey"), // Manus Forge API key (overrides env BUILT_IN_FORGE_API_KEY)
   manusForgeApiUrl: text("manusForgeApiUrl"), // Manus Forge API URL (overrides env BUILT_IN_FORGE_API_URL)
@@ -201,7 +201,7 @@ export const importSettings = mysqlTable("importSettings", {
   azureSecretExpiresAt: timestamp("azureSecretExpiresAt"), // Azure AD Client Secret expiration date
 
   // AI Engine settings
-  aiProvider: mysqlEnum("aiProvider", ["mistral", "manus", "gemini"]).default("mistral").notNull(), // AI provider for invoice extraction
+  aiProvider: mysqlEnum("aiProvider", ["mistral", "manus", "gemini", "referentiel"]).default("mistral").notNull(), // Moteur direct ou sélection centralisée par le Référentiel IA
   mistralApiKey: text("mistralApiKey"), // Mistral API key (overrides env MISTRAL_API_KEY)
   manusForgeApiKey: text("manusForgeApiKey"), // Manus Forge API key (overrides env BUILT_IN_FORGE_API_KEY)
   manusForgeApiUrl: text("manusForgeApiUrl"), // Manus Forge API URL (overrides env BUILT_IN_FORGE_API_URL)
diff --git a/server/_core/env.ts b/server/_core/env.ts
index 3ee6db0..c887e35 100644
--- a/server/_core/env.ts
+++ b/server/_core/env.ts
@@ -9,4 +9,6 @@ export const ENV = {
   forgeApiKey: process.env.BUILT_IN_FORGE_API_KEY ?? "",
   mistralApiKey: process.env.MISTRAL_API_KEY ?? "",
   geminiApiKey: process.env.GEMINI_API_KEY ?? "",
+  referentielIaUrl: process.env.REFERENTIEL_IA_URL ?? "",
+  referentielIaToken: process.env.REFERENTIEL_IA_TOKEN ?? "",
 };
diff --git a/server/_core/llm.ts b/server/_core/llm.ts
index cd9cf0d..e18aff9 100644
--- a/server/_core/llm.ts
+++ b/server/_core/llm.ts
@@ -1,4 +1,5 @@
 import { ENV } from "./env";
+import { invokeReferentialIa } from "../referentialIa";
 
 export type Role = "system" | "user" | "assistant" | "tool" | "function";
 
@@ -97,8 +98,8 @@ export type InvokeResult = {
   };
 };
 
-export type LlmProvider = "mistral" | "manus" | "gemini";
-export type LlmTransport = "mistral-api" | "manus-forge" | "gemini-api";
+export type LlmProvider = "mistral" | "manus" | "gemini" | "referentiel";
+export type LlmTransport = "mistral-api" | "manus-forge" | "gemini-api" | "referentiel-gateway";
 
 export type UserLlmSettings = {
   aiProvider?: string | null;
@@ -344,6 +345,9 @@ export function resolveLlmTrace(settings?: UserLlmSettings): ResolvedLlmTrace {
   if (provider === "gemini") {
     return { provider: "gemini", model: "gemini-2.0-flash", transport: "gemini-api" };
   }
+  if (provider === "referentiel") {
+    return { provider: "referentiel", model: "referentiel-ia", transport: "referentiel-gateway" };
+  }
   return { provider: "mistral", model: "mistral-large-latest", transport: "mistral-api" };
 }
 
@@ -355,14 +359,17 @@ export async function invokeLLMWithUserSettings(
   params: InvokeParams,
   userSettings?: UserLlmSettings
 ): Promise<ResolvedLlmInvocation> {
+  const trace = resolveLlmTrace(userSettings);
+  if (trace.provider === "referentiel") {
+    return { response: await invokeReferentialIa(params), trace };
+  }
+
   const apiKey = getApiKeyWithSettings(userSettings);
   if (!apiKey || apiKey.trim().length === 0) {
     throw new Error("Aucune clé API configurée pour le moteur IA sélectionné");
   }
 
-  const trace = resolveLlmTrace(userSettings);
   const provider = trace.provider;
-
   const {
     messages,
     tools,
diff --git a/server/deploymentRouting.test.ts b/server/deploymentRouting.test.ts
index 4482fb0..6788439 100644
--- a/server/deploymentRouting.test.ts
+++ b/server/deploymentRouting.test.ts
@@ -35,4 +35,11 @@ describe("routage et persistance de déploiement", () => {
     expect(guardScript).toContain('REQUIRE_STORAGE_VOLUME:-false');
     expect(guardScript).toContain('mkdir -p "$storage_path"');
   });
+
+  it("injecte uniquement les secrets serveur de la passerelle Référentiel IA", () => {
+    const composeFile = readFileSync(join(process.cwd(), "docker-compose.yml"), "utf8");
+
+    expect(composeFile).toContain("REFERENTIEL_IA_URL: ${REFERENTIEL_IA_URL:-}");
+    expect(composeFile).toContain("REFERENTIEL_IA_TOKEN: ${REFERENTIEL_IA_TOKEN:-}");
+  });
 });
diff --git a/server/drizzleMigrationHistory.test.ts b/server/drizzleMigrationHistory.test.ts
new file mode 100644
index 0000000..96e530c
--- /dev/null
+++ b/server/drizzleMigrationHistory.test.ts
@@ -0,0 +1,14 @@
+import { createHash } from "node:crypto";
+import { readFileSync } from "node:fs";
+import { resolve } from "node:path";
+import { describe, expect, it } from "vitest";
+
+const migrationPath = resolve(process.cwd(), "drizzle/0036_broken_rattler.sql");
+const recordedHash = "3c636f379884a82b48aea91af65532affc0bdd8f6c56fdac35e583c31ce3a8e3";
+
+describe("historique Drizzle", () => {
+  it("conserve l'empreinte de la migration 0036 déjà enregistrée", () => {
+    const hash = createHash("sha256").update(readFileSync(migrationPath)).digest("hex");
+    expect(hash).toBe(recordedHash);
+  });
+});
diff --git a/server/referentialIa.test.ts b/server/referentialIa.test.ts
new file mode 100644
index 0000000..1917660
--- /dev/null
+++ b/server/referentialIa.test.ts
@@ -0,0 +1,79 @@
+import { describe, expect, it } from "vitest";
+import {
+  invokeReferentialIa,
+  testReferentialIaConnection,
+  type ReferentielIaConnection,
+} from "./referentialIa";
+
+const connection: ReferentielIaConnection = {
+  baseUrl: "https://referentiel-ia.recette.santinova-soft.org",
+  token: "test-token",
+};
+
+function jsonResponse(body: unknown, status = 200) {
+  return new Response(JSON.stringify(body), {
+    status,
+    headers: { "content-type": "application/json" },
+  });
+}
+
+describe("Référentiel IA", () => {
+  it("transmet une requête OpenAI-compatible à la passerelle sélectionnée", async () => {
+    let receivedUrl = "";
+    let receivedInit: RequestInit | undefined;
+    const result = await invokeReferentialIa(
+      {
+        messages: [{ role: "user", content: "Extrais la facture" }],
+        max_tokens: 1200,
+      },
+      connection,
+      async (url, init) => {
+        receivedUrl = String(url);
+        receivedInit = init;
+        return jsonResponse({
+          id: "ref-1",
+          created: 1,
+          model: "selected-by-reference",
+          choices: [{ index: 0, message: { role: "assistant", content: "{}" }, finish_reason: "stop" }],
+        });
+      },
+    );
+
+    expect(receivedUrl).toBe("https://referentiel-ia.recette.santinova-soft.org/api/integration/v1/invoke");
+    expect(receivedInit?.headers).toMatchObject({ authorization: "Bearer test-token" });
+    expect(JSON.parse(String(receivedInit?.body))).toMatchObject({
+      payload: {
+        messages: [{ role: "user", content: "Extrais la facture" }],
+        max_tokens: 1200,
+        stream: false,
+      },
+    });
+    expect(result.choices[0]?.message.content).toBe("{}");
+  });
+
+  it("retourne un diagnostic non sensible lorsqu'aucun jeton n'est configuré", async () => {
+    await expect(
+      invokeReferentialIa({ messages: [{ role: "user", content: "test" }] }, { baseUrl: "", token: "" }),
+    ).rejects.toThrow("Référentiel IA");
+  });
+
+  it("confirme le moteur choisi sans déclencher d'analyse de facture", async () => {
+    const result = await testReferentialIaConnection(
+      connection,
+      async (_url, init) => {
+        expect(JSON.parse(String(init?.body))).toEqual({
+          useCase: "texte",
+          optimizeCost: true,
+          needsFreeTier: false,
+          includeConnection: false,
+        });
+        return jsonResponse({
+          application: { name: "Démat. Facturation DSI" },
+          decision: { selected: { engine: { name: "Manus Forge", slug: "manus-forge" }, connection: undefined } },
+        });
+      },
+    );
+
+    expect(result).toEqual({ applicationName: "Démat. Facturation DSI", engineName: "Manus Forge", model: null });
+  });
+});
diff --git a/server/referentialIa.ts b/server/referentialIa.ts
new file mode 100644
index 0000000..49b022a
--- /dev/null
+++ b/server/referentialIa.ts
@@ -0,0 +1,128 @@
+import type { InvokeParams, InvokeResult } from "./_core/llm";
+import { ENV } from "./_core/env";
+
+export type ReferentielIaConnection = {
+  baseUrl: string;
+  token: string;
+};
+
+type Fetcher = (input: string | URL, init?: RequestInit) => Promise<Response>;
+
+const RECOMMENDATIONS_PATH = "/api/integration/v1/recommendations";
+const INVOCATION_PATH = "/api/integration/v1/invoke";
+
+/**
+ * Le jeton est exclusivement fourni au serveur via l'environnement. Il n'est
+ * jamais exposé à l'interface ni stocké dans les paramètres de l'utilisateur.
+ */
+export function getReferentielIaConnection(): ReferentielIaConnection | null {
+  const baseUrl = ENV.referentielIaUrl.trim().replace(/\/$/, "");
+  const token = ENV.referentielIaToken.trim();
+  if (!baseUrl || !token) return null;
+
+  try {
+    const url = new URL(baseUrl);
+    if (url.protocol !== "https:") return null;
+    return { baseUrl: url.toString().replace(/\/$/, ""), token };
+  } catch {
+    return null;
+  }
+}
+
+function requireConnection(connection?: ReferentielIaConnection | null): ReferentielIaConnection {
+  if (!connection?.baseUrl.trim() || !connection.token.trim()) {
+    throw new Error("Le Référentiel IA n'est pas configuré pour cette application.");
+  }
+  return connection;
+}
+
+async function readJson(response: Response): Promise<unknown> {
+  const raw = await response.text();
+  try {
+    return JSON.parse(raw) as unknown;
+  } catch {
+    return raw;
+  }
+}
+
+function toGatewayPayload(params: InvokeParams): Record<string, unknown> {
+  const payload: Record<string, unknown> = {
+    messages: params.messages,
+    max_tokens: params.maxTokens ?? params.max_tokens ?? 32768,
+    stream: false,
+  };
+  if (params.tools?.length) payload.tools = params.tools;
+  if (params.toolChoice ?? params.tool_choice) payload.tool_choice = params.toolChoice ?? params.tool_choice;
+  if (params.outputSchema ?? params.output_schema) payload.response_format = {
+    type: "json_schema",
+    json_schema: params.outputSchema ?? params.output_schema,
+  };
+  if (params.responseFormat ?? params.response_format) payload.response_format = params.responseFormat ?? params.response_format;
+  return payload;
+}
+
+function gatewayError(status: number): Error {
+  if (status === 401 || status === 403) return new Error("Le Référentiel IA refuse l'accès de cette application.");
+  if (status === 422) return new Error("Le moteur choisi dans le Référentiel IA n'est pas opérationnel.");
+  if (status === 429) return new Error("La limite d'usage définie dans le Référentiel IA est atteinte.");
+  return new Error(`Le Référentiel IA est indisponible (HTTP ${status}).`);
+}
+
+/** Exécute l'appel sur le moteur décidé et tracé par le Référentiel IA. */
+export async function invokeReferentialIa(
+  params: InvokeParams,
+  connection = getReferentielIaConnection(),
+  fetcher: Fetcher = fetch,
+): Promise<InvokeResult> {
+  const config = requireConnection(connection);
+  const response = await fetcher(`${config.baseUrl}${INVOCATION_PATH}`, {
+    method: "POST",
+    headers: {
+      "content-type": "application/json",
+      authorization: `Bearer ${config.token}`,
+    },
+    body: JSON.stringify({ payload: toGatewayPayload(params) }),
+    signal: AbortSignal.timeout(120_000),
+  });
+  if (!response.ok) throw gatewayError(response.status);
+  return (await readJson(response)) as InvokeResult;
+}
+
+export type ReferentielIaConnectionTest = {
+  applicationName: string | null;
+  engineName: string | null;
+  model: string | null;
+};
+
+/** Vérifie l'autorisation et le moteur choisi, sans envoyer de facture au modèle. */
+export async function testReferentialIaConnection(
+  connection = getReferentielIaConnection(),
+  fetcher: Fetcher = fetch,
+): Promise<ReferentielIaConnectionTest> {
+  const config = requireConnection(connection);
+  const response = await fetcher(`${config.baseUrl}${RECOMMENDATIONS_PATH}`, {
+    method: "POST",
+    headers: {
+      "content-type": "application/json",
+      authorization: `Bearer ${config.token}`,
+    },
+    body: JSON.stringify({
+      useCase: "texte",
+      optimizeCost: true,
+      needsFreeTier: false,
+      includeConnection: false,
+    }),
+    signal: AbortSignal.timeout(15_000),
+  });
+  if (!response.ok) throw gatewayError(response.status);
+
+  const data = (await readJson(response)) as {
+    application?: { name?: unknown };
+    decision?: { selected?: { engine?: { name?: unknown }; connection?: { model?: unknown } } | null } | null;
+  };
+  return {
+    applicationName: typeof data.application?.name === "string" ? data.application.name : null,
+    engineName: typeof data.decision?.selected?.engine?.name === "string" ? data.decision.selected.engine.name : null,
+    model: typeof data.decision?.selected?.connection?.model === "string" ? data.decision.selected.connection.model : null,
+  };
+}
diff --git a/server/routers.ts b/server/routers.ts
index 2d379bf..6630cf4 100644
--- a/server/routers.ts
+++ b/server/routers.ts
@@ -103,6 +103,7 @@ import pathSync from "path";
 import { extractInvoicesWithMistral, generateMetadataJSON } from "./invoiceExtractor";
 import { calculateFileSha256 } from "./fileFingerprint";
 import { localStoragePut, generateStorageKey } from "./localStorage";
+import { testReferentialIaConnection } from "./referentialIa";
 import { testSftpConnection, exportInvoiceToSftp, getUserSftpConfig } from "./sftpExport";
 import { drawBapCartouche } from "./bapCartouche";
 import { resolveBapExportDestination } from "./exportDestinationResolver";
@@ -1237,7 +1238,7 @@ export const appRouter = router({
         sftpAutoExport: z.number().optional(),
         llmLogsRetentionMonths: z.number().optional(),
         learningConfidenceThreshold: z.number().min(1).optional(),
-        aiProvider: z.enum(["mistral", "manus", "gemini"]).optional(),
+        aiProvider: z.enum(["mistral", "manus", "gemini", "referentiel"]).optional(),
         mistralApiKey: z.string().optional(),
         manusForgeApiKey: z.string().optional(),
         manusForgeApiUrl: z.string().optional(),
@@ -1250,6 +1251,12 @@ export const appRouter = router({
         });
         return { success: true };
       }),
+
+    /** Vérifie le choix centralisé sans transmettre de facture ni de clé au navigateur. */
+    testReferentielIa: protectedProcedure.mutation(async () => {
+      const result = await testReferentialIaConnection();
+      return { success: true, ...result };
+    }),
   }),
   
   // ============= ADMIN ROUTES =============
diff --git a/server/webImportSourcesMigration.test.ts b/server/webImportSourcesMigration.test.ts
index caf04b6..616807a 100644
--- a/server/webImportSourcesMigration.test.ts
+++ b/server/webImportSourcesMigration.test.ts
@@ -8,8 +8,9 @@ const migration = readFileSync(
 );
 
 describe("webImportSources migration", () => {
-  it("peut être appliquée sans échec si la table a déjà été créée", () => {
-    expect(migration).toMatch(/CREATE TABLE IF NOT EXISTS `webImportSources`/);
+  it("conserve l'instruction historique enregistrée", () => {
+    expect(migration).toMatch(/CREATE TABLE `webImportSources`/);
+    expect(migration).not.toMatch(/IF NOT EXISTS/);
   });
 
   it("définit les colonnes nécessaires au connecteur sans modifier les factures", () => {
diff --git a/todo.md b/todo.md
index c107b0f..d25f493 100644
--- a/todo.md
+++ b/todo.md
@@ -1,5 +1,42 @@
 # Invoice Analyzer - TODO
 
+## Choix du moteur IA — Paramètres — 30/09/2026
+- [x] Analyser la configuration IA locale et le contrat du Référentiel IA
+- [x] Ajouter le choix entre moteur local et moteur sélectionné dans le Référentiel IA
+- [x] Valider la migration, les tests, TypeScript et le build en sandbox
+- [ ] Créer un jeton applicatif limité pour Démat. Facturation DSI et configurer la passerelle Référentiel IA
+- [ ] Vérifier une extraction réelle via la passerelle et sa traçabilité dans le Référentiel IA
+
+## Import manuel des connecteurs web — 30/09/2026
+- [x] Analyser le flux serveur d’import web et définir le déclenchement manuel sécurisé
+- [x] Ajouter l’API de déclenchement, le suivi de résultat et le bouton avec confirmation
+- [ ] Diagnostiquer l’échec réel du connecteur SFR en recette, puis déployer uniquement après validation
+
+## Incident création connecteur web — nouvelle tentative production — 30/09/2026
+- [x] Reproduire l’insertion avec le même profil utilisateur sans exposer d’identifiant
+- [ ] Journaliser un code technique non sensible en cas de nouvel échec SQL
+- [ ] Valider et déployer l’instrumentation sans paramètres sensibles
+
+## Correction création connecteur web en production — 30/09/2026
+- [x] Diagnostiquer l’échec SQL d’insertion sans exposer les identifiants
+- [x] Corriger le schéma ou la persistance du connecteur web
+- [x] Valider de bout en bout la création tRPC, avec connecteur fictif supprimé après le test
+
+## Correction validation connecteur web — 30/09/2026
+- [x] Reproduire l’erreur `portalUrl` invalide et identifier l’écart formulaire/API
+- [x] Corriger la normalisation et la validation de l’URL du portail
+- [x] Valider les tests, puis déployer en recette et production sans toucher à MySQL ni aux volumes
+
+## Diagnostic réception e-mail automatique — 24/09/2026
+- [x] Reproduire le démarrage de la réception automatique et identifier le blocage interface → API → planificateur
+- [x] Corriger la cause sans lancer d’import ni créer de planification non sollicitée, avec sélection explicite du compte source pour les administrateurs
+- [x] Valider les contrôles, les tests et le comportement de démarrage/arrêt
+
+## Diagnostic démarrage OAuth2 après test IMAP concluant — 24/09/2026
+- [x] Reproduire le démarrage OAuth2 sans importer de facture et tracer le résultat API : la réception automatique est désactivée en production pour le compte configuré
+- [ ] Corriger la cause du message générique de démarrage
+- [ ] Vérifier le démarrage et l’arrêt contrôlés avec les tests de non-régression
+
 ## Phase 1: Base de données et schéma
 - [x] Créer table users avec support authentification locale + Azure AD
 - [x] Créer table sourceFiles pour fichiers PDF uploadés