feat: add batch metadata jobs, series filters, and translate backoffice to French

- Add metadata_batch job type with background processing via tokio::spawn
- Auto-apply metadata only when single result at 100% confidence
- Support primary + fallback provider per library, "none" to opt out
- Add batch report/results API endpoints and job detail UI
- Add series_status and has_missing filters to both series listing pages
- Add GET /series/statuses endpoint for dynamic filter options
- Normalize series_metadata status values (migration 0036)
- Hide ComicVine provider tab when no API key configured
- Translate entire backoffice UI from English to French

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

apps/api/src/books.rs

@@ -312,6 +312,8 @@ pub struct SeriesItem {
     pub first_book_id: Uuid,
     #[schema(value_type = String)]
     pub library_id: Uuid,
+    pub series_status: Option<String>,
+    pub missing_count: Option<i64>,
 }
 
 #[derive(Serialize, ToSchema)]
@@ -328,6 +330,12 @@ pub struct ListSeriesQuery {
     pub q: Option<String>,
     #[schema(value_type = Option<String>, example = "unread,reading")]
     pub reading_status: Option<String>,
+    /// Filter by series status (e.g. "ongoing", "ended")
+    #[schema(value_type = Option<String>, example = "ongoing")]
+    pub series_status: Option<String>,
+    /// Filter series with missing books: "true" to show only series with missing books
+    #[schema(value_type = Option<String>, example = "true")]
+    pub has_missing: Option<String>,
     #[schema(value_type = Option<i64>, example = 1)]
     pub page: Option<i64>,
     #[schema(value_type = Option<i64>, example = 50)]
@@ -371,6 +379,8 @@ pub async fn list_series(
               ELSE 'reading'
            END"#;
 
+    let has_missing = query.has_missing.as_deref() == Some("true");
+
     // Paramètres dynamiques — $1 = library_id fixe, puis optionnels dans l'ordre
     let mut p: usize = 1;
 
@@ -382,7 +392,27 @@ pub async fn list_series(
         p += 1; format!("AND {series_status_expr} = ANY(${p})")
     } else { String::new() };
 
-    // q_cond et count_rs_cond partagent le même p — le count_sql les réutilise directement
+    let ss_cond = if query.series_status.is_some() {
+        p += 1; format!("AND sm.status = ${p}")
+    } else { String::new() };
+
+    let missing_cond = if has_missing {
+        "AND mc.missing_count > 0".to_string()
+    } else { String::new() };
+
+    let missing_cte = format!(
+        r#"
+        missing_counts AS (
+            SELECT eml.series_name,
+                COUNT(ebm.id) FILTER (WHERE ebm.book_id IS NULL) as missing_count
+            FROM external_metadata_links eml
+            JOIN external_book_metadata ebm ON ebm.link_id = eml.id
+            WHERE eml.library_id = $1 AND eml.status = 'approved'
+            GROUP BY eml.series_name
+        )
+        "#
+    );
+
     let count_sql = format!(
         r#"
         WITH sorted_books AS (
@@ -396,12 +426,15 @@ pub async fn list_series(
             FROM sorted_books sb
             LEFT JOIN book_reading_progress brp ON brp.book_id = sb.id
             GROUP BY sb.name
-        )
+        ),
-        SELECT COUNT(*) FROM series_counts sc WHERE TRUE {q_cond} {count_rs_cond}
+        {missing_cte}
+        SELECT COUNT(*) FROM series_counts sc
+        LEFT JOIN series_metadata sm ON sm.library_id = $1 AND sm.name = sc.name
+        LEFT JOIN missing_counts mc ON mc.series_name = sc.name
+        WHERE TRUE {q_cond} {count_rs_cond} {ss_cond} {missing_cond}
         "#
     );
 
-    // DATA: mêmes params dans le même ordre, puis limit/offset à la fin
     let limit_p = p + 1;
     let offset_p = p + 2;
 
@@ -430,17 +463,24 @@ pub async fn list_series(
             FROM sorted_books sb
             LEFT JOIN book_reading_progress brp ON brp.book_id = sb.id
             GROUP BY sb.name
-        )
+        ),
+        {missing_cte}
         SELECT
             sc.name,
             sc.book_count,
             sc.books_read_count,
-            sb.id as first_book_id
+            sb.id as first_book_id,
+            sm.status as series_status,
+            mc.missing_count
         FROM series_counts sc
         JOIN sorted_books sb ON sb.name = sc.name AND sb.rn = 1
+        LEFT JOIN series_metadata sm ON sm.library_id = $1 AND sm.name = sc.name
+        LEFT JOIN missing_counts mc ON mc.series_name = sc.name
         WHERE TRUE
           {q_cond}
           {count_rs_cond}
+          {ss_cond}
+          {missing_cond}
         ORDER BY
             REGEXP_REPLACE(LOWER(sc.name), '[0-9].*$', ''),
             COALESCE(
@@ -465,6 +505,10 @@ pub async fn list_series(
         count_builder = count_builder.bind(statuses.clone());
         data_builder = data_builder.bind(statuses.clone());
     }
+    if let Some(ref ss) = query.series_status {
+        count_builder = count_builder.bind(ss);
+        data_builder = data_builder.bind(ss);
+    }
 
     data_builder = data_builder.bind(limit).bind(offset);
 
@@ -474,7 +518,7 @@ pub async fn list_series(
     )?;
     let total: i64 = count_row.get(0);
 
-    let mut items: Vec<SeriesItem> = rows
+    let items: Vec<SeriesItem> = rows
         .iter()
         .map(|row| SeriesItem {
             name: row.get("name"),
@@ -482,11 +526,13 @@ pub async fn list_series(
             books_read_count: row.get("books_read_count"),
             first_book_id: row.get("first_book_id"),
             library_id,
+            series_status: row.get("series_status"),
+            missing_count: row.get("missing_count"),
         })
         .collect();
 
     Ok(Json(SeriesPage {
-        items: std::mem::take(&mut items),
+        items,
         total,
         page,
         limit,
@@ -501,6 +547,12 @@ pub struct ListAllSeriesQuery {
     pub library_id: Option<Uuid>,
     #[schema(value_type = Option<String>, example = "unread,reading")]
     pub reading_status: Option<String>,
+    /// Filter by series status (e.g. "ongoing", "ended")
+    #[schema(value_type = Option<String>, example = "ongoing")]
+    pub series_status: Option<String>,
+    /// Filter series with missing books: "true" to show only series with missing books
+    #[schema(value_type = Option<String>, example = "true")]
+    pub has_missing: Option<String>,
     #[schema(value_type = Option<i64>, example = 1)]
     pub page: Option<i64>,
     #[schema(value_type = Option<i64>, example = 50)]
@@ -547,6 +599,8 @@ pub async fn list_all_series(
               ELSE 'reading'
            END"#;
 
+    let has_missing = query.has_missing.as_deref() == Some("true");
+
     let mut p: usize = 0;
 
     let lib_cond = if query.library_id.is_some() {
@@ -563,21 +617,60 @@ pub async fn list_all_series(
         p += 1; format!("AND {series_status_expr} = ANY(${p})")
     } else { String::new() };
 
+    let ss_cond = if query.series_status.is_some() {
+        p += 1; format!("AND sm.status = ${p}")
+    } else { String::new() };
+
+    let missing_cond = if has_missing {
+        "AND mc.missing_count > 0".to_string()
+    } else { String::new() };
+
+    // Missing counts CTE — needs library_id filter when filtering by library
+    let missing_cte = if query.library_id.is_some() {
+        format!(
+            r#"
+            missing_counts AS (
+                SELECT eml.series_name, eml.library_id,
+                    COUNT(ebm.id) FILTER (WHERE ebm.book_id IS NULL) as missing_count
+                FROM external_metadata_links eml
+                JOIN external_book_metadata ebm ON ebm.link_id = eml.id
+                WHERE eml.library_id = $1 AND eml.status = 'approved'
+                GROUP BY eml.series_name, eml.library_id
+            )
+            "#
+        )
+    } else {
+        r#"
+        missing_counts AS (
+            SELECT eml.series_name, eml.library_id,
+                COUNT(ebm.id) FILTER (WHERE ebm.book_id IS NULL) as missing_count
+            FROM external_metadata_links eml
+            JOIN external_book_metadata ebm ON ebm.link_id = eml.id
+            WHERE eml.status = 'approved'
+            GROUP BY eml.series_name, eml.library_id
+        )
+        "#.to_string()
+    };
+
     let count_sql = format!(
         r#"
         WITH sorted_books AS (
-            SELECT COALESCE(NULLIF(series, ''), 'unclassified') as name, id
+            SELECT COALESCE(NULLIF(series, ''), 'unclassified') as name, id, library_id
             FROM books {lib_cond}
         ),
         series_counts AS (
-            SELECT sb.name,
+            SELECT sb.name, sb.library_id,
                 COUNT(*) as book_count,
                 COUNT(brp.book_id) FILTER (WHERE brp.status = 'read') as books_read_count
             FROM sorted_books sb
             LEFT JOIN book_reading_progress brp ON brp.book_id = sb.id
-            GROUP BY sb.name
+            GROUP BY sb.name, sb.library_id
-        )
+        ),
-        SELECT COUNT(*) FROM series_counts sc WHERE TRUE {q_cond} {rs_cond}
+        {missing_cte}
+        SELECT COUNT(*) FROM series_counts sc
+        LEFT JOIN series_metadata sm ON sm.library_id = sc.library_id AND sm.name = sc.name
+        LEFT JOIN missing_counts mc ON mc.series_name = sc.name AND mc.library_id = sc.library_id
+        WHERE TRUE {q_cond} {rs_cond} {ss_cond} {missing_cond}
         "#
     );
 
@@ -612,24 +705,32 @@ pub async fn list_all_series(
         series_counts AS (
             SELECT
                 sb.name,
+                sb.library_id,
                 COUNT(*) as book_count,
                 COUNT(brp.book_id) FILTER (WHERE brp.status = 'read') as books_read_count,
                 MAX(sb.updated_at) as latest_updated_at
             FROM sorted_books sb
             LEFT JOIN book_reading_progress brp ON brp.book_id = sb.id
-            GROUP BY sb.name
+            GROUP BY sb.name, sb.library_id
-        )
+        ),
+        {missing_cte}
         SELECT
             sc.name,
             sc.book_count,
             sc.books_read_count,
             sb.id as first_book_id,
-            sb.library_id
+            sb.library_id,
+            sm.status as series_status,
+            mc.missing_count
         FROM series_counts sc
         JOIN sorted_books sb ON sb.name = sc.name AND sb.rn = 1
+        LEFT JOIN series_metadata sm ON sm.library_id = sc.library_id AND sm.name = sc.name
+        LEFT JOIN missing_counts mc ON mc.series_name = sc.name AND mc.library_id = sc.library_id
         WHERE TRUE
           {q_cond}
           {rs_cond}
+          {ss_cond}
+          {missing_cond}
         ORDER BY {series_order_clause}
         LIMIT ${limit_p} OFFSET ${offset_p}
         "#
@@ -652,6 +753,10 @@ pub async fn list_all_series(
         count_builder = count_builder.bind(statuses.clone());
         data_builder = data_builder.bind(statuses.clone());
     }
+    if let Some(ref ss) = query.series_status {
+        count_builder = count_builder.bind(ss);
+        data_builder = data_builder.bind(ss);
+    }
 
     data_builder = data_builder.bind(limit).bind(offset);
 
@@ -669,6 +774,8 @@ pub async fn list_all_series(
             books_read_count: row.get("books_read_count"),
             first_book_id: row.get("first_book_id"),
             library_id: row.get("library_id"),
+            series_status: row.get("series_status"),
+            missing_count: row.get("missing_count"),
         })
         .collect();
 
@@ -680,6 +787,28 @@ pub async fn list_all_series(
     }))
 }
 
+/// List all distinct series status values present in the database
+#[utoipa::path(
+    get,
+    path = "/series/statuses",
+    tag = "books",
+    responses(
+        (status = 200, body = Vec<String>),
+        (status = 401, description = "Unauthorized"),
+    ),
+    security(("Bearer" = []))
+)]
+pub async fn series_statuses(
+    State(state): State<AppState>,
+) -> Result<Json<Vec<String>>, ApiError> {
+    let rows: Vec<String> = sqlx::query_scalar(
+        "SELECT DISTINCT status FROM series_metadata WHERE status IS NOT NULL ORDER BY status",
+    )
+    .fetch_all(&state.pool)
+    .await?;
+    Ok(Json(rows))
+}
+
 #[derive(Deserialize, ToSchema)]
 pub struct OngoingQuery {
     #[schema(value_type = Option<i64>, example = 10)]
@@ -756,6 +885,8 @@ pub async fn ongoing_series(
             books_read_count: row.get("books_read_count"),
             first_book_id: row.get("first_book_id"),
             library_id: row.get("library_id"),
+            series_status: None,
+            missing_count: None,
         })
         .collect();
 

apps/api/src/libraries.rs

@@ -22,6 +22,7 @@ pub struct LibraryResponse {
     pub next_scan_at: Option<chrono::DateTime<chrono::Utc>>,
     pub watcher_enabled: bool,
     pub metadata_provider: Option<String>,
+    pub fallback_metadata_provider: Option<String>,
 }
 
 #[derive(Deserialize, ToSchema)]
@@ -46,7 +47,7 @@ pub struct CreateLibraryRequest {
 )]
 pub async fn list_libraries(State(state): State<AppState>) -> Result<Json<Vec<LibraryResponse>>, ApiError> {
     let rows = sqlx::query(
-        "SELECT l.id, l.name, l.root_path, l.enabled, l.monitor_enabled, l.scan_mode, l.next_scan_at, l.watcher_enabled, l.metadata_provider,
+        "SELECT l.id, l.name, l.root_path, l.enabled, l.monitor_enabled, l.scan_mode, l.next_scan_at, l.watcher_enabled, l.metadata_provider, l.fallback_metadata_provider,
                 (SELECT COUNT(*) FROM books b WHERE b.library_id = l.id) as book_count
          FROM libraries l ORDER BY l.created_at DESC"
     )
@@ -66,6 +67,7 @@ pub async fn list_libraries(State(state): State<AppState>) -> Result<Json<Vec<Li
             next_scan_at: row.get("next_scan_at"),
             watcher_enabled: row.get("watcher_enabled"),
             metadata_provider: row.get("metadata_provider"),
+            fallback_metadata_provider: row.get("fallback_metadata_provider"),
         })
         .collect();
 
@@ -118,6 +120,7 @@ pub async fn create_library(
         next_scan_at: None,
         watcher_enabled: false,
         metadata_provider: None,
+        fallback_metadata_provider: None,
     }))
 }
 
@@ -284,7 +287,7 @@ pub async fn update_monitoring(
     let watcher_enabled = input.watcher_enabled.unwrap_or(false);
 
     let result = sqlx::query(
-        "UPDATE libraries SET monitor_enabled = $2, scan_mode = $3, next_scan_at = $4, watcher_enabled = $5 WHERE id = $1 RETURNING id, name, root_path, enabled, monitor_enabled, scan_mode, next_scan_at, watcher_enabled, metadata_provider"
+        "UPDATE libraries SET monitor_enabled = $2, scan_mode = $3, next_scan_at = $4, watcher_enabled = $5 WHERE id = $1 RETURNING id, name, root_path, enabled, monitor_enabled, scan_mode, next_scan_at, watcher_enabled, metadata_provider, fallback_metadata_provider"
     )
     .bind(library_id)
     .bind(input.monitor_enabled)
@@ -314,12 +317,14 @@ pub async fn update_monitoring(
         next_scan_at: row.get("next_scan_at"),
         watcher_enabled: row.get("watcher_enabled"),
         metadata_provider: row.get("metadata_provider"),
+        fallback_metadata_provider: row.get("fallback_metadata_provider"),
     }))
 }
 
 #[derive(Deserialize, ToSchema)]
 pub struct UpdateMetadataProviderRequest {
     pub metadata_provider: Option<String>,
+    pub fallback_metadata_provider: Option<String>,
 }
 
 /// Update the metadata provider for a library
@@ -345,12 +350,14 @@ pub async fn update_metadata_provider(
     Json(input): Json<UpdateMetadataProviderRequest>,
 ) -> Result<Json<LibraryResponse>, ApiError> {
     let provider = input.metadata_provider.as_deref().filter(|s| !s.is_empty());
+    let fallback = input.fallback_metadata_provider.as_deref().filter(|s| !s.is_empty());
 
     let result = sqlx::query(
-        "UPDATE libraries SET metadata_provider = $2 WHERE id = $1 RETURNING id, name, root_path, enabled, monitor_enabled, scan_mode, next_scan_at, watcher_enabled, metadata_provider"
+        "UPDATE libraries SET metadata_provider = $2, fallback_metadata_provider = $3 WHERE id = $1 RETURNING id, name, root_path, enabled, monitor_enabled, scan_mode, next_scan_at, watcher_enabled, metadata_provider, fallback_metadata_provider"
     )
     .bind(library_id)
     .bind(provider)
+    .bind(fallback)
     .fetch_optional(&state.pool)
     .await?;
 
@@ -374,5 +381,6 @@ pub async fn update_metadata_provider(
         next_scan_at: row.get("next_scan_at"),
         watcher_enabled: row.get("watcher_enabled"),
         metadata_provider: row.get("metadata_provider"),
+        fallback_metadata_provider: row.get("fallback_metadata_provider"),
     }))
 }

apps/api/src/main.rs

@@ -6,6 +6,7 @@ mod index_jobs;
 mod komga;
 mod libraries;
 mod metadata;
+mod metadata_batch;
 mod metadata_providers;
 mod api_middleware;
 mod openapi;
@@ -112,6 +113,9 @@ async fn main() -> anyhow::Result<()> {
         .route("/metadata/links", get(metadata::get_metadata_links))
         .route("/metadata/missing/:id", get(metadata::get_missing_books))
         .route("/metadata/links/:id", delete(metadata::delete_metadata_link))
+        .route("/metadata/batch", axum::routing::post(metadata_batch::start_batch))
+        .route("/metadata/batch/:id/report", get(metadata_batch::get_batch_report))
+        .route("/metadata/batch/:id/results", get(metadata_batch::get_batch_results))
         .merge(settings::settings_routes())
         .route_layer(middleware::from_fn_with_state(
             state.clone(),
@@ -129,6 +133,7 @@ async fn main() -> anyhow::Result<()> {
         .route("/libraries/:library_id/series/:name/metadata", get(books::get_series_metadata))
         .route("/series", get(books::list_all_series))
         .route("/series/ongoing", get(books::ongoing_series))
+        .route("/series/statuses", get(books::series_statuses))
         .route("/series/mark-read", axum::routing::post(reading_progress::mark_series_read))
         .route("/stats", get(stats::get_stats))
         .route("/search", get(search::search_books))

apps/api/src/metadata.rs

@@ -590,7 +590,7 @@ fn row_to_link_dto(row: &sqlx::postgres::PgRow) -> ExternalMetadataLinkDto {
     }
 }
 
-async fn get_provider_for_library(state: &AppState, library_id: Uuid) -> Result<String, ApiError> {
+pub(crate) async fn get_provider_for_library(state: &AppState, library_id: Uuid) -> Result<String, ApiError> {
     // Check library-level provider first
     let row = sqlx::query("SELECT metadata_provider FROM libraries WHERE id = $1")
         .bind(library_id)
@@ -623,7 +623,7 @@ async fn get_provider_for_library(state: &AppState, library_id: Uuid) -> Result<
     Ok("google_books".to_string())
 }
 
-async fn load_provider_config(
+pub(crate) async fn load_provider_config(
     state: &AppState,
     provider_name: &str,
 ) -> metadata_providers::ProviderConfig {
@@ -661,7 +661,7 @@ async fn load_provider_config(
     config
 }
 
-async fn sync_series_metadata(
+pub(crate) async fn sync_series_metadata(
     state: &AppState,
     library_id: Uuid,
     series_name: &str,
@@ -846,7 +846,7 @@ fn normalize_series_status(raw: &str) -> String {
     }
 }
 
-async fn sync_books_metadata(
+pub(crate) async fn sync_books_metadata(
     state: &AppState,
     link_id: Uuid,
     library_id: Uuid,

apps/backoffice/app/api/metadata/batch/report/route.ts

@@ -0,0 +1,17 @@
+import { NextRequest, NextResponse } from "next/server";
+import { apiFetch, MetadataBatchReportDto } from "@/lib/api";
+
+export async function GET(request: NextRequest) {
+  try {
+    const { searchParams } = new URL(request.url);
+    const id = searchParams.get("id");
+    if (!id) {
+      return NextResponse.json({ error: "id is required" }, { status: 400 });
+    }
+    const data = await apiFetch<MetadataBatchReportDto>(`/metadata/batch/${id}/report`);
+    return NextResponse.json(data);
+  } catch (error) {
+    const message = error instanceof Error ? error.message : "Failed to fetch report";
+    return NextResponse.json({ error: message }, { status: 500 });
+  }
+}

apps/backoffice/app/api/metadata/batch/results/route.ts

@@ -0,0 +1,19 @@
+import { NextRequest, NextResponse } from "next/server";
+import { apiFetch, MetadataBatchResultDto } from "@/lib/api";
+
+export async function GET(request: NextRequest) {
+  try {
+    const { searchParams } = new URL(request.url);
+    const id = searchParams.get("id");
+    if (!id) {
+      return NextResponse.json({ error: "id is required" }, { status: 400 });
+    }
+    const status = searchParams.get("status") || "";
+    const params = status ? `?status=${status}` : "";
+    const data = await apiFetch<MetadataBatchResultDto[]>(`/metadata/batch/${id}/results${params}`);
+    return NextResponse.json(data);
+  } catch (error) {
+    const message = error instanceof Error ? error.message : "Failed to fetch results";
+    return NextResponse.json({ error: message }, { status: 500 });
+  }
+}

apps/backoffice/app/api/metadata/batch/route.ts

@@ -0,0 +1,16 @@
+import { NextRequest, NextResponse } from "next/server";
+import { apiFetch } from "@/lib/api";
+
+export async function POST(request: NextRequest) {
+  try {
+    const body = await request.json();
+    const data = await apiFetch<{ id: string; status: string }>("/metadata/batch", {
+      method: "POST",
+      body: JSON.stringify(body),
+    });
+    return NextResponse.json(data);
+  } catch (error) {
+    const message = error instanceof Error ? error.message : "Failed to start batch";
+    return NextResponse.json({ error: message }, { status: 500 });
+  }
+}

apps/backoffice/app/books/[id]/page.tsx

@@ -53,7 +53,7 @@ export default async function BookDetailPage({
       {/* Breadcrumb */}
       <div className="flex items-center gap-2 text-sm">
         <Link href="/libraries" className="text-muted-foreground hover:text-primary transition-colors">
-          Libraries
+          Bibliothèques
         </Link>
         <span className="text-muted-foreground">/</span>
         {library && (
@@ -88,7 +88,7 @@ export default async function BookDetailPage({
           <div className="w-48 aspect-[2/3] relative rounded-xl overflow-hidden shadow-card border border-border">
             <Image
               src={getBookCoverUrl(book.id)}
-              alt={`Cover of ${book.title}`}
+              alt={`Couverture de ${book.title}`}
               fill
               className="object-cover"
               unoptimized

apps/backoffice/app/books/page.tsx

@@ -78,20 +78,20 @@ export default async function BooksPage({
   const totalPages = Math.ceil(total / limit);
 
   const libraryOptions = [
-    { value: "", label: "All libraries" },
+    { value: "", label: "Toutes les bibliothèques" },
     ...libraries.map((lib) => ({ value: lib.id, label: lib.name })),
   ];
 
   const statusOptions = [
-    { value: "", label: "All" },
+    { value: "", label: "Tous" },
-    { value: "unread", label: "Unread" },
+    { value: "unread", label: "Non lu" },
-    { value: "reading", label: "In progress" },
+    { value: "reading", label: "En cours" },
-    { value: "read", label: "Read" },
+    { value: "read", label: "Lu" },
   ];
 
   const sortOptions = [
-    { value: "", label: "Title" },
+    { value: "", label: "Titre" },
-    { value: "latest", label: "Latest added" },
+    { value: "latest", label: "Ajout récent" },
   ];
 
   const hasFilters = searchQuery || libraryId || readingStatus || sort;
@@ -103,7 +103,7 @@ export default async function BooksPage({
           <svg className="w-8 h-8 text-success" fill="none" stroke="currentColor" viewBox="0 0 24 24">
             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 6.253v13m0-13C10.832 5.477 9.246 5 7.5 5S4.168 5.477 3 6.253v13C4.168 18.477 5.754 18 7.5 18s3.332.477 4.5 1.253m0-13C13.168 5.477 14.754 5 16.5 5c1.747 0 3.332.477 4.5 1.253v13C19.832 18.477 18.247 18 16.5 18c-1.746 0-3.332.477-4.5 1.253" />
           </svg>
-          Books
+          Livres
         </h1>
       </div>
 
@@ -112,10 +112,10 @@ export default async function BooksPage({
           <LiveSearchForm
             basePath="/books"
             fields={[
-              { name: "q", type: "text", label: "Search", placeholder: "Search by title, author, series...", className: "flex-1 w-full" },
+              { name: "q", type: "text", label: "Rechercher", placeholder: "Rechercher par titre, auteur, série...", className: "flex-1 w-full" },
-              { name: "library", type: "select", label: "Library", options: libraryOptions, className: "w-full sm:w-48" },
+              { name: "library", type: "select", label: "Bibliothèque", options: libraryOptions, className: "w-full sm:w-48" },
-              { name: "status", type: "select", label: "Status", options: statusOptions, className: "w-full sm:w-40" },
+              { name: "status", type: "select", label: "Statut", options: statusOptions, className: "w-full sm:w-40" },
-              { name: "sort", type: "select", label: "Sort", options: sortOptions, className: "w-full sm:w-40" },
+              { name: "sort", type: "select", label: "Tri", options: sortOptions, className: "w-full sm:w-40" },
             ]}
           />
         </CardContent>
@@ -124,18 +124,18 @@ export default async function BooksPage({
       {/* Résultats */}
       {searchQuery && totalHits !== null ? (
         <p className="text-sm text-muted-foreground mb-4">
-          Found {totalHits} result{totalHits !== 1 ? 's' : ''} for &quot;{searchQuery}&quot;
+          {totalHits} résultat{totalHits !== 1 ? 's' : ''} pour &laquo; {searchQuery} &raquo;
         </p>
       ) : !searchQuery && (
         <p className="text-sm text-muted-foreground mb-4">
-          {total} book{total !== 1 ? 's' : ''}
+          {total} livre{total !== 1 ? 's' : ''}
         </p>
       )}
 
       {/* Séries matchantes */}
       {seriesHits.length > 0 && (
         <div className="mb-8">
-          <h2 className="text-lg font-semibold text-foreground mb-3">Series</h2>
+          <h2 className="text-lg font-semibold text-foreground mb-3">Séries</h2>
           <div className="grid grid-cols-2 sm:grid-cols-3 md:grid-cols-4 lg:grid-cols-6 gap-4">
             {seriesHits.map((s) => (
               <Link
@@ -147,7 +147,7 @@ export default async function BooksPage({
                   <div className="aspect-[2/3] relative bg-muted/50">
                     <Image
                       src={getBookCoverUrl(s.first_book_id)}
-                      alt={`Cover of ${s.name}`}
+                      alt={`Couverture de ${s.name}`}
                       fill
                       className="object-cover"
                       unoptimized
@@ -155,10 +155,10 @@ export default async function BooksPage({
                   </div>
                   <div className="p-2">
                     <h3 className="font-medium text-foreground truncate text-sm" title={s.name}>
-                      {s.name === "unclassified" ? "Unclassified" : s.name}
+                      {s.name === "unclassified" ? "Non classé" : s.name}
                     </h3>
                     <p className="text-xs text-muted-foreground mt-0.5">
-                      {s.book_count} book{s.book_count !== 1 ? 's' : ''}
+                      {s.book_count} livre{s.book_count !== 1 ? 's' : ''}
                     </p>
                   </div>
                 </div>
@@ -171,7 +171,7 @@ export default async function BooksPage({
       {/* Grille de livres */}
       {displayBooks.length > 0 ? (
         <>
-          {searchQuery && <h2 className="text-lg font-semibold text-foreground mb-3">Books</h2>}
+          {searchQuery && <h2 className="text-lg font-semibold text-foreground mb-3">Livres</h2>}
           <BooksGrid books={displayBooks} />
 
           {!searchQuery && (
@@ -184,7 +184,7 @@ export default async function BooksPage({
           )}
         </>
       ) : (
-        <EmptyState message={searchQuery ? `No books found for "${searchQuery}"` : "No books available"} />
+        <EmptyState message={searchQuery ? `Aucun livre trouvé pour "${searchQuery}"` : "Aucun livre disponible"} />
       )}
     </>
   );

apps/backoffice/app/components/BookCard.tsx

@@ -71,7 +71,7 @@ export function BookCard({ book, readingStatus }: BookCardProps) {
       <div className="relative">
         <BookImage
           src={coverUrl}
-          alt={`Cover of ${book.title}`}
+          alt={`Couverture de ${book.title}`}
         />
         {overlay && (
           <span className={`absolute bottom-2 left-2 px-2 py-0.5 rounded-full text-[10px] font-bold tracking-wide ${overlay.className}`}>

apps/backoffice/app/components/BookPreview.tsx

@@ -16,7 +16,7 @@ export function BookPreview({ bookId, pageCount }: { bookId: string; pageCount:
     <div className="bg-card rounded-xl border border-border p-6">
       <div className="flex items-center justify-between mb-4">
         <h2 className="text-lg font-semibold text-foreground">
-          Preview
+          Aperçu
           <span className="ml-2 text-sm font-normal text-muted-foreground">
             pages {offset + 1}–{Math.min(offset + PAGE_SIZE, pageCount)} / {pageCount}
           </span>
@@ -27,14 +27,14 @@ export function BookPreview({ bookId, pageCount }: { bookId: string; pageCount:
             disabled={offset === 0}
             className="px-3 py-1.5 text-sm rounded-lg border border-border bg-muted/50 text-foreground hover:bg-muted disabled:opacity-40 disabled:cursor-not-allowed transition-colors"
           >
-            ← Prev
+            ← Préc.
           </button>
           <button
             onClick={() => setOffset((o) => Math.min(o + PAGE_SIZE, pageCount - 1))}
             disabled={offset + PAGE_SIZE >= pageCount}
             className="px-3 py-1.5 text-sm rounded-lg border border-border bg-muted/50 text-foreground hover:bg-muted disabled:opacity-40 disabled:cursor-not-allowed transition-colors"
           >
-            Next →
+            Suiv. →
           </button>
         </div>
       </div>

apps/backoffice/app/components/ConvertButton.tsx

@@ -23,22 +23,22 @@ export function ConvertButton({ bookId }: ConvertButtonProps) {
       const res = await fetch(`/api/books/${bookId}/convert`, { method: "POST" });
       if (!res.ok) {
         const body = await res.json().catch(() => ({ error: res.statusText }));
-        setState({ type: "error", message: body.error || "Conversion failed" });
+        setState({ type: "error", message: body.error || "Échec de la conversion" });
         return;
       }
       const job = await res.json();
       setState({ type: "success", jobId: job.id });
     } catch (err) {
-      setState({ type: "error", message: err instanceof Error ? err.message : "Unknown error" });
+      setState({ type: "error", message: err instanceof Error ? err.message : "Erreur inconnue" });
     }
   };
 
   if (state.type === "success") {
     return (
       <div className="flex items-center gap-2 text-sm text-success">
-        <span>Conversion started.</span>
+        <span>Conversion lancée.</span>
         <Link href={`/jobs/${state.jobId}`} className="text-primary hover:underline font-medium">
-          View job →
+          Voir la tâche →
         </Link>
       </div>
     );
@@ -52,7 +52,7 @@ export function ConvertButton({ bookId }: ConvertButtonProps) {
           className="text-xs text-muted-foreground hover:underline text-left"
           onClick={() => setState({ type: "idle" })}
         >
-          Dismiss
+          Fermer
         </button>
       </div>
     );
@@ -65,7 +65,7 @@ export function ConvertButton({ bookId }: ConvertButtonProps) {
       onClick={handleConvert}
       disabled={state.type === "loading"}
     >
-      {state.type === "loading" ? "Converting…" : "Convert to CBZ"}
+      {state.type === "loading" ? "Conversion…" : "Convertir en CBZ"}
     </Button>
   );
 }

apps/backoffice/app/components/FolderBrowser.tsx

@@ -173,7 +173,7 @@ export function FolderBrowser({ initialFolders, selectedPath, onSelect }: Folder
       <div className="max-h-80 overflow-y-auto">
         {tree.length === 0 ? (
           <div className="px-3 py-8 text-sm text-muted-foreground text-center">
-            No folders found
+            Aucun dossier trouvé
           </div>
         ) : (
           tree.map(node => renderNode(node))

apps/backoffice/app/components/FolderPicker.tsx

@@ -27,7 +27,7 @@ export function FolderPicker({ initialFolders, selectedPath, onSelect }: FolderP
           <input
             type="text"
             readOnly
-            value={selectedPath || "Select a folder..."}
+            value={selectedPath || "Sélectionner un dossier..."}
             className={`
               w-full px-3 py-2 rounded-lg border bg-card
               text-sm font-mono
@@ -57,7 +57,7 @@ export function FolderPicker({ initialFolders, selectedPath, onSelect }: FolderP
           <svg className="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M3 7v10a2 2 0 002 2h14a2 2 0 002-2V9a2 2 0 00-2-2h-6l-2-2H5a2 2 0 00-2 2z" />
           </svg>
-          Browse
+          Parcourir
         </Button>
       </div>
 
@@ -79,7 +79,7 @@ export function FolderPicker({ initialFolders, selectedPath, onSelect }: FolderP
                   <svg className="w-5 h-5 text-primary" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                     <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M3 7v10a2 2 0 002 2h14a2 2 0 002-2V9a2 2 0 00-2-2h-6l-2-2H5a2 2 0 00-2 2z" />
                   </svg>
-                  <span className="font-medium">Select Folder</span>
+                  <span className="font-medium">Sélectionner le dossier</span>
                 </div>
                 <button
                   type="button"
@@ -104,7 +104,7 @@ export function FolderPicker({ initialFolders, selectedPath, onSelect }: FolderP
               {/* Footer */}
               <div className="flex items-center justify-between px-4 py-3 border-t border-border/50 bg-muted/30">
                 <span className="text-xs text-muted-foreground">
-                  Click a folder to select it
+                  Cliquez sur un dossier pour le sélectionner
                 </span>
                 <div className="flex gap-2">
                   <Button
@@ -113,7 +113,7 @@ export function FolderPicker({ initialFolders, selectedPath, onSelect }: FolderP
                     size="sm"
                     onClick={() => setIsOpen(false)}
                   >
-                    Cancel
+                    Annuler
                   </Button>
                 </div>
               </div>

apps/backoffice/app/components/JobProgress.tsx

@@ -53,14 +53,14 @@ export function JobProgress({ jobId, onComplete }: JobProgressProps) {
           onComplete?.();
         }
       } catch (err) {
-        setError("Failed to parse SSE data");
+        setError("Échec de l'analyse des données SSE");
       }
     };
     
     eventSource.onerror = (err) => {
       console.error("SSE error:", err);
       eventSource.close();
-      setError("Connection lost");
+      setError("Connexion perdue");
     };
 
     return () => {
@@ -71,7 +71,7 @@ export function JobProgress({ jobId, onComplete }: JobProgressProps) {
   if (error) {
     return (
       <div className="p-4 bg-destructive/10 text-error rounded-lg text-sm">
-        Error: {error}
+        Erreur : {error}
       </div>
     );
   }
@@ -79,7 +79,7 @@ export function JobProgress({ jobId, onComplete }: JobProgressProps) {
   if (!progress) {
     return (
       <div className="p-4 text-muted-foreground text-sm">
-        Loading progress...
+        Chargement de la progression...
       </div>
     );
   }
@@ -88,14 +88,14 @@ export function JobProgress({ jobId, onComplete }: JobProgressProps) {
   const processed = progress.processed_files ?? 0;
   const total = progress.total_files ?? 0;
   const isPhase2 = progress.status === "extracting_pages" || progress.status === "generating_thumbnails";
-  const unitLabel = progress.status === "extracting_pages" ? "pages" : progress.status === "generating_thumbnails" ? "thumbnails" : "files";
+  const unitLabel = progress.status === "extracting_pages" ? "pages" : progress.status === "generating_thumbnails" ? "miniatures" : "fichiers";
 
   return (
     <div className="p-4 bg-card rounded-lg border border-border">
       <div className="flex items-center justify-between mb-3">
         <StatusBadge status={progress.status} />
         {isComplete && (
-          <Badge variant="success">Complete</Badge>
+          <Badge variant="success">Terminé</Badge>
         )}
       </div>
 
@@ -105,7 +105,7 @@ export function JobProgress({ jobId, onComplete }: JobProgressProps) {
         <span>{processed} / {total} {unitLabel}</span>
         {progress.current_file && (
           <span className="truncate max-w-md" title={progress.current_file}>
-            Current: {progress.current_file.length > 40 
+            En cours : {progress.current_file.length > 40
               ? progress.current_file.substring(0, 40) + "..." 
               : progress.current_file}
           </span>
@@ -114,11 +114,11 @@ export function JobProgress({ jobId, onComplete }: JobProgressProps) {
 
       {progress.stats_json && !isPhase2 && (
         <div className="flex flex-wrap gap-3 text-xs">
-          <Badge variant="primary">Scanned: {progress.stats_json.scanned_files}</Badge>
+          <Badge variant="primary">Analysés : {progress.stats_json.scanned_files}</Badge>
-          <Badge variant="success">Indexed: {progress.stats_json.indexed_files}</Badge>
+          <Badge variant="success">Indexés : {progress.stats_json.indexed_files}</Badge>
-          <Badge variant="warning">Removed: {progress.stats_json.removed_files}</Badge>
+          <Badge variant="warning">Supprimés : {progress.stats_json.removed_files}</Badge>
           {progress.stats_json.errors > 0 && (
-            <Badge variant="error">Errors: {progress.stats_json.errors}</Badge>
+            <Badge variant="error">Erreurs : {progress.stats_json.errors}</Badge>
           )}
         </div>
       )}

apps/backoffice/app/components/JobRow.tsx

@@ -63,12 +63,12 @@ export function JobRow({ job, libraryName, highlighted, onCancel, formatDate, fo
       ? job.total_files != null
         ? `${job.processed_files ?? 0}/${job.total_files}`
         : scanned > 0
-          ? `${scanned} scanned`
+          ? `${scanned} analysés`
           : "-"
       : job.status === "success" && (indexed > 0 || removed > 0 || errors > 0)
         ? null // rendered below as ✓ / − / ⚠
         : scanned > 0
-          ? `${scanned} scanned`
+          ? `${scanned} analysés`
           : "—";
 
   // Thumbnails column (Phase 2: extracting_pages + generating_thumbnails)
@@ -113,7 +113,7 @@ export function JobRow({ job, libraryName, highlighted, onCancel, formatDate, fo
                 className="text-xs text-primary hover:text-primary/80 hover:underline"
                 onClick={() => setShowProgress(!showProgress)}
               >
-                {showProgress ? "Hide" : "Show"} progress
+                {showProgress ? "Masquer" : "Afficher"} la progression
               </button>
             )}
           </div>
@@ -154,7 +154,7 @@ export function JobRow({ job, libraryName, highlighted, onCancel, formatDate, fo
               href={`/jobs/${job.id}`}
               className="inline-flex items-center px-3 py-1.5 text-xs font-medium rounded-lg bg-primary text-white hover:bg-primary/90 transition-colors"
             >
-              View
+              Voir
             </Link>
             {(job.status === "pending" || job.status === "running" || job.status === "extracting_pages" || job.status === "generating_thumbnails") && (
               <Button 
@@ -162,7 +162,7 @@ export function JobRow({ job, libraryName, highlighted, onCancel, formatDate, fo
                 size="sm"
                 onClick={() => onCancel(job.id)}
               >
-                Cancel
+                Annuler
               </Button>
             )}
           </div>

apps/backoffice/app/components/JobsIndicator.tsx

@@ -152,7 +152,7 @@ export function JobsIndicator() {
           hover:bg-accent
           transition-colors duration-200
         "
-        title="View all jobs"
+        title="Voir toutes les tâches"
       >
         <JobsIcon className="w-[18px] h-[18px]" />
       </Link>
@@ -187,11 +187,11 @@ export function JobsIndicator() {
           <div className="flex items-center gap-3">
             <span className="text-xl">📊</span>
             <div>
-              <h3 className="font-semibold text-foreground">Active Jobs</h3>
+              <h3 className="font-semibold text-foreground">Tâches actives</h3>
               <p className="text-xs text-muted-foreground">
                 {runningJobs.length > 0
-                  ? `${runningJobs.length} running, ${pendingJobs.length} pending`
+                  ? `${runningJobs.length} en cours, ${pendingJobs.length} en attente`
-                  : `${pendingJobs.length} job${pendingJobs.length !== 1 ? 's' : ''} pending`
+                  : `${pendingJobs.length} tâche${pendingJobs.length !== 1 ? 's' : ''} en attente`
                 }
               </p>
             </div>
@@ -201,7 +201,7 @@ export function JobsIndicator() {
             className="text-sm font-medium text-primary hover:text-primary/80 transition-colors"
             onClick={() => setIsOpen(false)}
           >
-            View All →
+            Tout voir →
           </Link>
         </div>
 
@@ -209,7 +209,7 @@ export function JobsIndicator() {
         {runningJobs.length > 0 && (
           <div className="px-4 py-3 border-b border-border/60">
             <div className="flex items-center justify-between text-sm mb-2">
-              <span className="text-muted-foreground">Overall Progress</span>
+              <span className="text-muted-foreground">Progression globale</span>
               <span className="font-semibold text-foreground">{Math.round(totalProgress)}%</span>
             </div>
             <ProgressBar value={totalProgress} size="sm" variant="success" />
@@ -221,7 +221,7 @@ export function JobsIndicator() {
           {activeJobs.length === 0 ? (
             <div className="flex flex-col items-center justify-center py-8 text-muted-foreground">
               <span className="text-4xl mb-2">✅</span>
-              <p>No active jobs</p>
+              <p>Aucune tâche active</p>
             </div>
           ) : (
             <ul className="divide-y divide-border/60">
@@ -242,7 +242,7 @@ export function JobsIndicator() {
                         <div className="flex items-center gap-2 mb-1">
                           <code className="text-xs px-1.5 py-0.5 bg-muted rounded font-mono">{job.id.slice(0, 8)}</code>
                           <Badge variant={job.type === 'rebuild' ? 'primary' : job.type === 'thumbnail_regenerate' ? 'warning' : 'secondary'} className="text-[10px]">
-                            {job.type === 'thumbnail_rebuild' ? 'Thumbnails' : job.type === 'thumbnail_regenerate' ? 'Regenerate' : job.type}
+                            {job.type === 'thumbnail_rebuild' ? 'Miniatures' : job.type === 'thumbnail_regenerate' ? 'Regénération' : job.type}
                           </Badge>
                         </div>
 
@@ -281,7 +281,7 @@ export function JobsIndicator() {
 
         {/* Footer */}
         <div className="px-4 py-2 border-t border-border/60 bg-muted/50">
-          <p className="text-xs text-muted-foreground text-center">Auto-refreshing every 2s</p>
+          <p className="text-xs text-muted-foreground text-center">Actualisation automatique toutes les 2s</p>
         </div>
       </div>
     </>
@@ -304,7 +304,7 @@ export function JobsIndicator() {
           ${isOpen ? 'ring-2 ring-ring ring-offset-2 ring-offset-background' : ''}
         `}
         onClick={() => setIsOpen(!isOpen)}
-        title={`${totalCount} active job${totalCount !== 1 ? 's' : ''}`}
+        title={`${totalCount} tâche${totalCount !== 1 ? 's' : ''} active${totalCount !== 1 ? 's' : ''}`}
       >
         {/* Animated spinner for running jobs */}
         {runningJobs.length > 0 && (

apps/backoffice/app/components/JobsList.tsx

@@ -46,12 +46,12 @@ function formatDate(dateStr: string): string {
   
   if (diff < 3600000) {
     const mins = Math.floor(diff / 60000);
-    if (mins < 1) return "Just now";
+    if (mins < 1) return "À l'instant";
-    return `${mins}m ago`;
+    return `il y a ${mins}m`;
   }
   if (diff < 86400000) {
     const hours = Math.floor(diff / 3600000);
-    return `${hours}h ago`;
+    return `il y a ${hours}h`;
   }
   return date.toLocaleDateString();
 }
@@ -103,13 +103,13 @@ export function JobsList({ initialJobs, libraries, highlightJobId }: JobsListPro
           <thead>
             <tr className="border-b border-border/60 bg-muted/50">
               <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">ID</th>
-              <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Library</th>
+              <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Bibliothèque</th>
               <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Type</th>
-              <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Status</th>
+              <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Statut</th>
-              <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Files</th>
+              <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Fichiers</th>
-              <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Thumbnails</th>
+              <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Miniatures</th>
-              <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Duration</th>
+              <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Durée</th>
-              <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Created</th>
+              <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Créé</th>
               <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Actions</th>
             </tr>
           </thead>

apps/backoffice/app/components/LibraryActions.tsx

@@ -10,6 +10,7 @@ interface LibraryActionsProps {
   scanMode: string;
   watcherEnabled: boolean;
   metadataProvider: string | null;
+  fallbackMetadataProvider: string | null;
   onUpdate?: () => void;
 }
 
@@ -19,6 +20,7 @@ export function LibraryActions({
   scanMode,
   watcherEnabled,
   metadataProvider,
+  fallbackMetadataProvider,
   onUpdate
 }: LibraryActionsProps) {
   const [isOpen, setIsOpen] = useState(false);
@@ -43,6 +45,7 @@ export function LibraryActions({
       const watcherEnabled = formData.get("watcher_enabled") === "true";
       const scanMode = formData.get("scan_mode") as string;
       const newMetadataProvider = (formData.get("metadata_provider") as string) || null;
+      const newFallbackProvider = (formData.get("fallback_metadata_provider") as string) || null;
 
       try {
         const [response] = await Promise.all([
@@ -58,7 +61,7 @@ export function LibraryActions({
           fetch(`/api/libraries/${libraryId}/metadata-provider`, {
             method: "PATCH",
             headers: { "Content-Type": "application/json" },
-            body: JSON.stringify({ metadata_provider: newMetadataProvider }),
+            body: JSON.stringify({ metadata_provider: newMetadataProvider, fallback_metadata_provider: newFallbackProvider }),
           }),
         ]);
 
@@ -106,7 +109,7 @@ export function LibraryActions({
                     defaultChecked={monitorEnabled}
                     className="w-4 h-4 rounded border-border text-primary focus:ring-ring"
                   />
-                  Auto Scan
+                  Scan auto
                 </label>
               </div>
 
@@ -119,35 +122,55 @@ export function LibraryActions({
                     defaultChecked={watcherEnabled}
                     className="w-4 h-4 rounded border-border text-primary focus:ring-ring"
                   />
-                  File Watcher ⚡
+                  Surveillance fichiers ⚡
                 </label>
               </div>
 
               <div className="flex items-center justify-between">
-                <label className="text-sm font-medium text-foreground">📅 Schedule</label>
+                <label className="text-sm font-medium text-foreground">📅 Planification</label>
                 <select 
                   name="scan_mode" 
                   defaultValue={scanMode}
                   className="text-sm border border-border rounded-lg px-2 py-1 bg-background"
                 >
-                  <option value="manual">Manual</option>
+                  <option value="manual">Manuel</option>
-                  <option value="hourly">Hourly</option>
+                  <option value="hourly">Toutes les heures</option>
-                  <option value="daily">Daily</option>
+                  <option value="daily">Quotidien</option>
-                  <option value="weekly">Weekly</option>
+                  <option value="weekly">Hebdomadaire</option>
                 </select>
               </div>
 
               <div className="flex items-center justify-between">
                 <label className="text-sm font-medium text-foreground flex items-center gap-1.5">
                   {metadataProvider && <ProviderIcon provider={metadataProvider} size={16} />}
-                  Metadata Provider
+                  Fournisseur
                 </label>
                 <select
                   name="metadata_provider"
                   defaultValue={metadataProvider || ""}
                   className="text-sm border border-border rounded-lg px-2 py-1 bg-background"
                 >
-                  <option value="">Default</option>
+                  <option value="">Par défaut</option>
+                  <option value="none">Aucun</option>
+                  <option value="google_books">Google Books</option>
+                  <option value="comicvine">ComicVine</option>
+                  <option value="open_library">Open Library</option>
+                  <option value="anilist">AniList</option>
+                  <option value="bedetheque">Bédéthèque</option>
+                </select>
+              </div>
+
+              <div className="flex items-center justify-between">
+                <label className="text-sm font-medium text-foreground flex items-center gap-1.5">
+                  {fallbackMetadataProvider && fallbackMetadataProvider !== "none" && <ProviderIcon provider={fallbackMetadataProvider} size={16} />}
+                  Secours
+                </label>
+                <select
+                  name="fallback_metadata_provider"
+                  defaultValue={fallbackMetadataProvider || ""}
+                  className="text-sm border border-border rounded-lg px-2 py-1 bg-background"
+                >
+                  <option value="">Aucun</option>
                   <option value="google_books">Google Books</option>
                   <option value="comicvine">ComicVine</option>
                   <option value="open_library">Open Library</option>
@@ -168,7 +191,7 @@ export function LibraryActions({
                 className="w-full"
                 disabled={isPending}
               >
-                {isPending ? "Saving..." : "Save Settings"}
+                {isPending ? "Enregistrement..." : "Enregistrer"}
               </Button>
             </div>
           </form>

apps/backoffice/app/components/LibraryForm.tsx

@@ -17,7 +17,7 @@ export function LibraryForm({ initialFolders, action }: LibraryFormProps) {
     <form action={action}>
       <FormRow>
         <FormField className="flex-1 min-w-48">
-          <FormInput name="name" placeholder="Library name" required />
+          <FormInput name="name" placeholder="Nom de la bibliothèque" required />
         </FormField>
         <FormField className="flex-1 min-w-64">
           <input type="hidden" name="root_path" value={selectedPath} />
@@ -30,7 +30,7 @@ export function LibraryForm({ initialFolders, action }: LibraryFormProps) {
       </FormRow>
       <div className="mt-4 flex justify-end">
         <Button type="submit" disabled={!selectedPath}>
-          Add Library
+          Ajouter une bibliothèque
         </Button>
       </div>
     </form>

apps/backoffice/app/components/LibrarySubPageHeader.tsx

@@ -38,7 +38,7 @@ export function LibrarySubPageHeader({
             <svg className="w-4 h-4 mr-1" fill="none" stroke="currentColor" viewBox="0 0 24 24">
               <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M15 19l-7-7 7-7" />
             </svg>
-            Libraries
+            Bibliothèques
           </Link>
           <span className="text-muted-foreground">/</span>
           <span className="text-sm text-foreground font-medium">{library.name}</span>
@@ -74,7 +74,7 @@ export function LibrarySubPageHeader({
               </svg>
               <span className="text-foreground">
                 <span className="font-semibold">{library.book_count}</span>
-                <span className="text-muted-foreground ml-1">book{library.book_count !== 1 ? 's' : ''}</span>
+                <span className="text-muted-foreground ml-1">livre{library.book_count !== 1 ? 's' : ''}</span>
               </span>
             </div>
             
@@ -86,7 +86,7 @@ export function LibrarySubPageHeader({
               variant={library.enabled ? "success" : "muted"}
               className="text-xs"
             >
-              {library.enabled ? "Enabled" : "Disabled"}
+              {library.enabled ? "Activée" : "Désactivée"}
             </Badge>
           </div>
         </div>

apps/backoffice/app/components/LiveSearchForm.tsx

@@ -120,7 +120,7 @@ export function LiveSearchForm({ fields, basePath, debounceMs = 300 }: LiveSearc
             w-full sm:w-auto
           "
         >
-          Clear
+          Effacer
         </button>
       )}
     </form>

apps/backoffice/app/components/MetadataSearchModal.tsx

@@ -62,6 +62,23 @@ export function MetadataSearchModal({
   // Provider selector: empty string = library default
   const [searchProvider, setSearchProvider] = useState("");
   const [activeProvider, setActiveProvider] = useState("");
+  const [hiddenProviders, setHiddenProviders] = useState<Set<string>>(new Set());
+
+  // Fetch metadata provider settings to hide providers without required API keys
+  useEffect(() => {
+    fetch("/api/settings/metadata_providers")
+      .then((r) => r.ok ? r.json() : null)
+      .then((data) => {
+        if (!data) return;
+        const hidden = new Set<string>();
+        // ComicVine requires an API key
+        if (!data.comicvine?.api_key) hidden.add("comicvine");
+        setHiddenProviders(hidden);
+      })
+      .catch(() => {});
+  }, []);
+
+  const visibleProviders = PROVIDERS.filter((p) => !hiddenProviders.has(p.value));
 
   const handleOpen = useCallback(() => {
     setIsOpen(true);
@@ -109,7 +126,7 @@ export function MetadataSearchModal({
       });
       const data = await resp.json();
       if (!resp.ok) {
-        setError(data.error || "Search failed");
+        setError(data.error || "Échec de la recherche");
         setStep("results");
         return;
       }
@@ -121,7 +138,7 @@ export function MetadataSearchModal({
       }
       setStep("results");
     } catch {
-      setError("Network error");
+      setError("Erreur réseau");
       setStep("results");
     }
   }
@@ -160,7 +177,7 @@ export function MetadataSearchModal({
       });
       const matchData = await matchResp.json();
       if (!matchResp.ok) {
-        setError(matchData.error || "Failed to create match");
+        setError(matchData.error || "Échec de la création du lien");
         setStep("results");
         return;
       }
@@ -179,7 +196,7 @@ export function MetadataSearchModal({
       });
       const approveData = await approveResp.json();
       if (!approveResp.ok) {
-        setError(approveData.error || "Failed to approve");
+        setError(approveData.error || "Échec de l'approbation");
         setStep("results");
         return;
       }
@@ -201,7 +218,7 @@ export function MetadataSearchModal({
 
       setStep("done");
     } catch {
-      setError("Network error");
+      setError("Erreur réseau");
       setStep("results");
     }
   }
@@ -245,7 +262,7 @@ export function MetadataSearchModal({
               {/* Header */}
               <div className="flex items-center justify-between px-5 py-4 border-b border-border/50 bg-muted/30 sticky top-0 z-10">
                 <h3 className="font-semibold text-foreground">
-                  {step === "linked" ? "Metadata Link" : "Search External Metadata"}
+                  {step === "linked" ? "Lien métadonnées" : "Rechercher les métadonnées externes"}
                 </h3>
                 <button type="button" onClick={handleClose}>
                   <svg width="16" height="16" viewBox="0 0 16 16" fill="none" className="text-muted-foreground hover:text-foreground">
@@ -258,9 +275,9 @@ export function MetadataSearchModal({
                 {/* Provider selector — visible during searching & results */}
                 {(step === "searching" || step === "results") && (
                   <div className="flex items-center gap-2">
-                    <label className="text-sm text-muted-foreground whitespace-nowrap">Provider :</label>
+                    <label className="text-sm text-muted-foreground whitespace-nowrap">Fournisseur :</label>
                     <div className="flex gap-1 flex-wrap">
-                      {PROVIDERS.map((p) => (
+                      {visibleProviders.map((p) => (
                         <button
                           key={p.value}
                           type="button"
@@ -287,7 +304,7 @@ export function MetadataSearchModal({
                 {step === "searching" && (
                   <div className="flex items-center justify-center py-12">
                     <Icon name="spinner" size="lg" className="animate-spin text-primary" />
-                    <span className="ml-3 text-muted-foreground">Searching for &quot;{seriesName}&quot;...</span>
+                    <span className="ml-3 text-muted-foreground">Recherche de &quot;{seriesName}&quot;...</span>
                   </div>
                 )}
 
@@ -302,11 +319,11 @@ export function MetadataSearchModal({
                 {step === "results" && (
                   <>
                     {candidates.length === 0 && !error ? (
-                      <p className="text-muted-foreground text-center py-8">No results found.</p>
+                      <p className="text-muted-foreground text-center py-8">Aucun résultat trouvé.</p>
                     ) : (
                       <div className="space-y-2">
                         <p className="text-sm text-muted-foreground mb-2">
-                          {candidates.length} result{candidates.length !== 1 ? "s" : ""} found
+                          {candidates.length} résultat{candidates.length !== 1 ? "s" : ""} trouvé{candidates.length !== 1 ? "s" : ""}
                           {activeProvider && (
                             <span className="ml-1 text-xs inline-flex items-center gap-1">via <ProviderIcon provider={activeProvider} size={12} /> <span className="font-medium">{providerLabel(activeProvider)}</span></span>
                           )}
@@ -387,7 +404,7 @@ export function MetadataSearchModal({
                       </div>
                     </div>
 
-                    <p className="text-sm text-foreground font-medium">How would you like to sync?</p>
+                    <p className="text-sm text-foreground font-medium">Comment souhaitez-vous synchroniser ?</p>
 
                     <div className="flex flex-col gap-2">
                       <button
@@ -395,16 +412,16 @@ export function MetadataSearchModal({
                         onClick={() => handleApprove(true, false)}
                         className="w-full p-3 rounded-lg border border-border bg-card text-left hover:bg-muted/40 hover:border-primary/50 transition-colors"
                       >
-                        <p className="font-medium text-sm text-foreground">Sync series metadata only</p>
+                        <p className="font-medium text-sm text-foreground">Synchroniser la série uniquement</p>
-                        <p className="text-xs text-muted-foreground">Update description, authors, publishers, and year</p>
+                        <p className="text-xs text-muted-foreground">Mettre à jour la description, les auteurs, les éditeurs et l'année</p>
                       </button>
                       <button
                         type="button"
                         onClick={() => handleApprove(true, true)}
                         className="w-full p-3 rounded-lg border border-primary/50 bg-primary/5 text-left hover:bg-primary/10 transition-colors"
                       >
-                        <p className="font-medium text-sm text-foreground">Sync series + books</p>
+                        <p className="font-medium text-sm text-foreground">Synchroniser la série + les livres</p>
-                        <p className="text-xs text-muted-foreground">Also fetch book list and show missing volumes</p>
+                        <p className="text-xs text-muted-foreground">Récupérer aussi la liste des livres et afficher les tomes manquants</p>
                       </button>
                     </div>
 
@@ -413,7 +430,7 @@ export function MetadataSearchModal({
                       onClick={() => { setSelectedCandidate(null); setStep("results"); }}
                       className="text-sm text-muted-foreground hover:text-foreground"
                     >
-                      Back to results
+                      Retour aux résultats
                     </button>
                   </div>
                 )}
@@ -422,7 +439,7 @@ export function MetadataSearchModal({
                 {step === "syncing" && (
                   <div className="flex items-center justify-center py-12">
                     <Icon name="spinner" size="lg" className="animate-spin text-primary" />
-                    <span className="ml-3 text-muted-foreground">Syncing metadata...</span>
+                    <span className="ml-3 text-muted-foreground">Synchronisation des métadonnées...</span>
                   </div>
                 )}
 
@@ -430,7 +447,7 @@ export function MetadataSearchModal({
                 {step === "done" && (
                   <div className="space-y-4">
                     <div className="p-4 rounded-lg bg-green-500/10 border border-green-500/30">
-                      <p className="font-medium text-green-600">Metadata synced successfully!</p>
+                      <p className="font-medium text-green-600">Métadonnées synchronisées avec succès !</p>
                     </div>
 
                     {/* Sync Report */}
@@ -461,7 +478,7 @@ export function MetadataSearchModal({
                                       <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 15v2m-6 4h12a2 2 0 002-2v-6a2 2 0 00-2-2H6a2 2 0 00-2 2v6a2 2 0 002 2zm10-10V7a4 4 0 00-8 0v4h8z" />
                                     </svg>
                                     <span className="font-medium">{fieldLabel(f.field)}</span>
-                                    <span className="text-muted-foreground">locked</span>
+                                    <span className="text-muted-foreground">verrouillé</span>
                                   </div>
                                 ))}
                               </div>
@@ -480,7 +497,7 @@ export function MetadataSearchModal({
                         {!syncReport.books_message && (syncReport.books.length > 0 || syncReport.books_unmatched > 0) && (
                           <div className="p-3 rounded-lg bg-muted/30 border border-border/50">
                             <p className="text-xs font-semibold text-muted-foreground uppercase tracking-wide mb-2">
-                              Livres — {syncReport.books_matched} matched{syncReport.books_unmatched > 0 && `, ${syncReport.books_unmatched} unmatched`}
+                              Livres — {syncReport.books_matched} associé{syncReport.books_matched !== 1 ? "s" : ""}{syncReport.books_unmatched > 0 && `, ${syncReport.books_unmatched} non associé${syncReport.books_unmatched !== 1 ? "s" : ""}`}
                             </p>
                             {syncReport.books.length > 0 && (
                               <div className="space-y-2 max-h-48 overflow-y-auto">
@@ -503,7 +520,7 @@ export function MetadataSearchModal({
                                             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 15v2m-6 4h12a2 2 0 002-2v-6a2 2 0 00-2-2H6a2 2 0 00-2 2v6a2 2 0 002 2zm10-10V7a4 4 0 00-8 0v4h8z" />
                                           </svg>
                                           <span className="font-medium">{fieldLabel(f.field)}</span>
-                                          <span className="text-muted-foreground">locked</span>
+                                          <span className="text-muted-foreground">verrouillé</span>
                                         </p>
                                       ))}
                                     </div>
@@ -521,15 +538,15 @@ export function MetadataSearchModal({
                       <div className="space-y-3">
                         <div className="grid grid-cols-3 gap-4 p-4 bg-muted/30 rounded-lg">
                           <div>
-                            <p className="text-sm text-muted-foreground">External</p>
+                            <p className="text-sm text-muted-foreground">Externe</p>
                             <p className="text-2xl font-semibold">{missing.total_external}</p>
                           </div>
                           <div>
-                            <p className="text-sm text-muted-foreground">Local</p>
+                            <p className="text-sm text-muted-foreground">Locaux</p>
                             <p className="text-2xl font-semibold">{missing.total_local}</p>
                           </div>
                           <div>
-                            <p className="text-sm text-muted-foreground">Missing</p>
+                            <p className="text-sm text-muted-foreground">Manquants</p>
                             <p className="text-2xl font-semibold text-warning">{missing.missing_count}</p>
                           </div>
                         </div>
@@ -542,14 +559,14 @@ export function MetadataSearchModal({
                               className="text-sm text-muted-foreground hover:text-foreground flex items-center gap-1"
                             >
                               <Icon name={showMissingList ? "chevronDown" : "chevronRight"} size="sm" />
-                              {missing.missing_count} missing book{missing.missing_count !== 1 ? "s" : ""}
+                              {missing.missing_count} livre{missing.missing_count !== 1 ? "s" : ""} manquant{missing.missing_count !== 1 ? "s" : ""}
                             </button>
                             {showMissingList && (
                               <div className="mt-2 max-h-40 overflow-y-auto p-3 bg-muted/20 rounded-lg text-sm space-y-1">
                                 {missing.missing_books.map((b, i) => (
                                   <p key={i} className="text-muted-foreground truncate">
                                     {b.volume_number != null && <span className="font-mono mr-2">#{b.volume_number}</span>}
-                                    {b.title || "Unknown"}
+                                    {b.title || "Inconnu"}
                                   </p>
                                 ))}
                               </div>
@@ -564,7 +581,7 @@ export function MetadataSearchModal({
                       onClick={() => { handleClose(); router.refresh(); }}
                       className="w-full p-2.5 rounded-lg bg-primary text-primary-foreground font-medium text-sm hover:bg-primary/90 transition-colors"
                     >
-                      Close
+                      Fermer
                     </button>
                   </div>
                 )}
@@ -576,7 +593,7 @@ export function MetadataSearchModal({
                       <div className="flex items-center justify-between">
                         <div>
                           <p className="font-medium text-foreground inline-flex items-center gap-1.5">
-                            Linked to <ProviderIcon provider={existingLink.provider} size={16} /> {providerLabel(existingLink.provider)}
+                            Lié à <ProviderIcon provider={existingLink.provider} size={16} /> {providerLabel(existingLink.provider)}
                           </p>
                           {existingLink.external_url && (
                             <a
@@ -585,7 +602,7 @@ export function MetadataSearchModal({
                               rel="noopener noreferrer"
                               className="block mt-1 text-xs text-primary hover:underline"
                             >
-                              View on external source
+                              Voir sur la source externe
                             </a>
                           )}
                         </div>
@@ -618,14 +635,14 @@ export function MetadataSearchModal({
                           className="text-sm text-muted-foreground hover:text-foreground flex items-center gap-1"
                         >
                           <Icon name={showMissingList ? "chevronDown" : "chevronRight"} size="sm" />
-                          {initialMissing.missing_count} missing book{initialMissing.missing_count !== 1 ? "s" : ""}
+                          {initialMissing.missing_count} livre{initialMissing.missing_count !== 1 ? "s" : ""} manquant{initialMissing.missing_count !== 1 ? "s" : ""}
                         </button>
                         {showMissingList && (
                           <div className="mt-2 max-h-40 overflow-y-auto p-3 bg-muted/20 rounded-lg text-sm space-y-1">
                             {initialMissing.missing_books.map((b, i) => (
                               <p key={i} className="text-muted-foreground truncate">
                                 {b.volume_number != null && <span className="font-mono mr-2">#{b.volume_number}</span>}
-                                {b.title || "Unknown"}
+                                {b.title || "Inconnu"}
                               </p>
                             ))}
                           </div>
@@ -639,14 +656,14 @@ export function MetadataSearchModal({
                         onClick={() => { doSearch(""); }}
                         className="flex-1 p-2.5 rounded-lg border border-border bg-card text-sm font-medium text-muted-foreground hover:text-foreground hover:border-primary transition-colors"
                       >
-                        Search again
+                        Rechercher à nouveau
                       </button>
                       <button
                         type="button"
                         onClick={handleUnlink}
                         className="p-2.5 rounded-lg border border-destructive/30 bg-destructive/5 text-sm font-medium text-destructive hover:bg-destructive/10 transition-colors"
                       >
-                        Unlink
+                        Dissocier
                       </button>
                     </div>
                   </div>
@@ -666,13 +683,13 @@ export function MetadataSearchModal({
         className="inline-flex items-center gap-1.5 px-3 py-1.5 rounded-lg border border-border bg-card text-sm font-medium text-muted-foreground hover:text-foreground hover:border-primary transition-colors"
       >
         <Icon name="search" size="sm" />
-        {existingLink && existingLink.status === "approved" ? "Metadata" : "Search metadata"}
+        {existingLink && existingLink.status === "approved" ? "Métadonnées" : "Rechercher les métadonnées"}
       </button>
 
       {/* Inline badge when linked */}
       {existingLink && existingLink.status === "approved" && initialMissing && initialMissing.missing_count > 0 && (
         <span className="inline-flex items-center gap-1 px-2 py-0.5 rounded-full bg-yellow-500/10 text-yellow-600 text-xs border border-yellow-500/30">
-          {initialMissing.missing_count} missing
+          {initialMissing.missing_count} manquant{initialMissing.missing_count !== 1 ? "s" : ""}
         </span>
       )}
 

apps/backoffice/app/components/MobileNav.tsx

@@ -76,7 +76,7 @@ export function MobileNav({ navItems }: { navItems: NavItem[] }) {
               onClick={() => setIsOpen(false)}
             >
               <NavIcon name="settings" />
-              <span className="font-medium">Settings</span>
+              <span className="font-medium">Paramètres</span>
             </Link>
           </div>
         </nav>
@@ -90,7 +90,7 @@ export function MobileNav({ navItems }: { navItems: NavItem[] }) {
       <button
         className="md:hidden p-2 rounded-lg text-muted-foreground hover:text-foreground hover:bg-accent transition-colors"
         onClick={() => setIsOpen(!isOpen)}
-        aria-label={isOpen ? "Close menu" : "Open menu"}
+        aria-label={isOpen ? "Fermer le menu" : "Ouvrir le menu"}
         aria-expanded={isOpen}
       >
         {isOpen ? <XIcon /> : <HamburgerIcon />}

apps/backoffice/app/components/MonitoringForm.tsx

@@ -67,7 +67,7 @@ export function MonitoringForm({ libraryId, monitorEnabled, scanMode, watcherEna
             disabled={isPending}
             className="w-3.5 h-3.5 rounded border-border text-warning focus:ring-warning"
           />
-          <span title="Real-time file watcher">⚡</span>
+          <span title="Surveillance des fichiers en temps réel">⚡</span>
         </label>
         
         <select
@@ -76,10 +76,10 @@ export function MonitoringForm({ libraryId, monitorEnabled, scanMode, watcherEna
           disabled={isPending}
           className="px-3 py-1.5 text-sm rounded-lg border border-border bg-card text-foreground focus:ring-2 focus:ring-primary focus:border-primary disabled:opacity-50"
         >
-          <option value="manual">Manual</option>
+          <option value="manual">Manuel</option>
-          <option value="hourly">Hourly</option>
+          <option value="hourly">Toutes les heures</option>
-          <option value="daily">Daily</option>
+          <option value="daily">Quotidien</option>
-          <option value="weekly">Weekly</option>
+          <option value="weekly">Hebdomadaire</option>
         </select>
         
         <button 

apps/backoffice/app/components/SeriesFilters.tsx

@@ -0,0 +1,51 @@
+"use client";
+
+import { useRouter, useSearchParams } from "next/navigation";
+import { useCallback } from "react";
+
+interface SeriesFiltersProps {
+  basePath: string;
+  currentSeriesStatus?: string;
+  currentHasMissing: boolean;
+  seriesStatusOptions: { value: string; label: string }[];
+}
+
+export function SeriesFilters({ basePath, currentSeriesStatus, currentHasMissing, seriesStatusOptions }: SeriesFiltersProps) {
+  const router = useRouter();
+  const searchParams = useSearchParams();
+
+  const updateFilter = useCallback((key: string, value: string) => {
+    const params = new URLSearchParams(searchParams.toString());
+    if (value) {
+      params.set(key, value);
+    } else {
+      params.delete(key);
+    }
+    params.delete("page");
+    const qs = params.toString();
+    router.push(`${basePath}${qs ? `?${qs}` : ""}` as any);
+  }, [router, searchParams, basePath]);
+
+  return (
+    <div className="flex flex-wrap gap-3">
+      <select
+        value={currentSeriesStatus || ""}
+        onChange={(e) => updateFilter("series_status", e.target.value)}
+        className="px-3 py-2 rounded-lg border border-border bg-card text-foreground text-sm"
+      >
+        {seriesStatusOptions.map((opt) => (
+          <option key={opt.value} value={opt.value}>{opt.label}</option>
+        ))}
+      </select>
+
+      <select
+        value={currentHasMissing ? "true" : ""}
+        onChange={(e) => updateFilter("has_missing", e.target.value)}
+        className="px-3 py-2 rounded-lg border border-border bg-card text-foreground text-sm"
+      >
+        <option value="">Tous</option>
+        <option value="true">Livres manquants</option>
+      </select>
+    </div>
+  );
+}

apps/backoffice/app/components/ui/Badge.tsx

@@ -71,8 +71,8 @@ const statusVariants: Record<string, BadgeVariant> = {
 };
 
 const statusLabels: Record<string, string> = {
-  extracting_pages: "Extracting pages",
+  extracting_pages: "Extraction des pages",
-  generating_thumbnails: "Thumbnails",
+  generating_thumbnails: "Miniatures",
 };
 
 interface StatusBadgeProps {
@@ -96,10 +96,10 @@ const jobTypeVariants: Record<string, BadgeVariant> = {
 };
 
 const jobTypeLabels: Record<string, string> = {
-  rebuild: "Index",
+  rebuild: "Indexation",
-  full_rebuild: "Full Index",
+  full_rebuild: "Indexation complète",
-  thumbnail_rebuild: "Thumbnails",
+  thumbnail_rebuild: "Miniatures",
-  thumbnail_regenerate: "Regen. Thumbnails",
+  thumbnail_regenerate: "Régén. miniatures",
   cbr_to_cbz: "CBR → CBZ",
 };
 

apps/backoffice/app/components/ui/Pagination.tsx

@@ -48,7 +48,7 @@ export function CursorPagination({
     <div className="flex flex-col sm:flex-row items-center justify-between gap-6 mt-8 pt-8 border-t border-border/60">
       {/* Page size selector */}
       <div className="flex items-center gap-3">
-        <span className="text-sm text-muted-foreground">Show</span>
+        <span className="text-sm text-muted-foreground">Afficher</span>
         <select
           value={pageSize.toString()}
           onChange={(e) => changePageSize(Number(e.target.value))}
@@ -60,12 +60,12 @@ export function CursorPagination({
             </option>
           ))}
         </select>
-        <span className="text-sm text-muted-foreground">per page</span>
+        <span className="text-sm text-muted-foreground">par page</span>
       </div>
 
       {/* Count info */}
       <div className="text-sm text-muted-foreground">
-        Showing {currentCount} items
+        Affichage de {currentCount} éléments
       </div>
 
       {/* Navigation */}
@@ -79,7 +79,7 @@ export function CursorPagination({
           <svg className="w-4 h-4 mr-1" fill="none" stroke="currentColor" viewBox="0 0 24 24">
             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M11 19l-7-7 7-7m8 14l-7-7 7-7" />
           </svg>
-          First
+          Premier
         </Button>
 
         <Button
@@ -88,7 +88,7 @@ export function CursorPagination({
           onClick={goToNext}
           disabled={!hasNextPage}
         >
-          Next
+          Suivant
           <svg className="w-4 h-4 ml-1" fill="none" stroke="currentColor" viewBox="0 0 24 24">
             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M9 5l7 7-7 7" />
           </svg>
@@ -170,7 +170,7 @@ export function OffsetPagination({
     <div className="flex flex-col sm:flex-row items-center justify-between gap-6 mt-8 pt-8 border-t border-border/60">
       {/* Page size selector */}
       <div className="flex items-center gap-3">
-        <span className="text-sm text-muted-foreground">Show</span>
+        <span className="text-sm text-muted-foreground">Afficher</span>
         <select
           value={pageSize.toString()}
           onChange={(e) => changePageSize(Number(e.target.value))}
@@ -182,12 +182,12 @@ export function OffsetPagination({
             </option>
           ))}
         </select>
-        <span className="text-sm text-muted-foreground">per page</span>
+        <span className="text-sm text-muted-foreground">par page</span>
       </div>
 
       {/* Page info */}
       <div className="text-sm text-muted-foreground">
-        {startItem}-{endItem} of {totalItems}
+        {startItem}-{endItem} sur {totalItems}
       </div>
 
       {/* Page navigation */}
@@ -196,7 +196,7 @@ export function OffsetPagination({
           size="sm"
           onClick={() => goToPage(currentPage - 1)}
           disabled={currentPage <= 1}
-          title="Previous page"
+          title="Page précédente"
         >
           <svg className="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M15 19l-7-7 7-7" />
@@ -224,7 +224,7 @@ export function OffsetPagination({
           size="sm"
           onClick={() => goToPage(currentPage + 1)}
           disabled={currentPage >= totalPages}
-          title="Next page"
+          title="Page suivante"
         >
           <svg className="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M9 5l7 7-7 7" />

apps/backoffice/app/jobs/[id]/page.tsx

@@ -1,6 +1,6 @@
 import { notFound } from "next/navigation";
 import Link from "next/link";
-import { apiFetch } from "../../../lib/api";
+import { apiFetch, getMetadataBatchReport, getMetadataBatchResults, MetadataBatchReportDto, MetadataBatchResultDto } from "../../../lib/api";
 import {
   Card, CardHeader, CardTitle, CardDescription, CardContent,
   StatusBadge, JobTypeBadge, StatBox, ProgressBar
@@ -44,28 +44,33 @@ interface JobError {
 
 const JOB_TYPE_INFO: Record<string, { label: string; description: string; isThumbnailOnly: boolean }> = {
   rebuild: {
-    label: "Incremental index",
+    label: "Indexation incrémentale",
-    description: "Scans for new/modified files, analyzes them and generates missing thumbnails.",
+    description: "Scanne les fichiers nouveaux/modifiés, les analyse et génère les miniatures manquantes.",
     isThumbnailOnly: false,
   },
   full_rebuild: {
-    label: "Full re-index",
+    label: "Réindexation complète",
-    description: "Clears all existing data then performs a complete re-scan, re-analysis and thumbnail generation.",
+    description: "Supprime toutes les données existantes puis effectue un scan complet, une ré-analyse et la génération des miniatures.",
     isThumbnailOnly: false,
   },
   thumbnail_rebuild: {
-    label: "Thumbnail rebuild",
+    label: "Reconstruction des miniatures",
-    description: "Generates thumbnails only for books that are missing one. Existing thumbnails are preserved.",
+    description: "Génère les miniatures uniquement pour les livres qui n'en ont pas. Les miniatures existantes sont conservées.",
     isThumbnailOnly: true,
   },
   thumbnail_regenerate: {
-    label: "Thumbnail regeneration",
+    label: "Regénération des miniatures",
-    description: "Regenerates all thumbnails from scratch, replacing existing ones.",
+    description: "Regénère toutes les miniatures depuis zéro, en remplaçant les existantes.",
     isThumbnailOnly: true,
   },
   cbr_to_cbz: {
-    label: "CBR → CBZ conversion",
+    label: "Conversion CBR → CBZ",
-    description: "Converts a CBR archive to the open CBZ format.",
+    description: "Convertit une archive CBR au format ouvert CBZ.",
+    isThumbnailOnly: false,
+  },
+  metadata_batch: {
+    label: "Métadonnées en lot",
+    description: "Recherche les métadonnées auprès des fournisseurs externes pour toutes les séries de la bibliothèque et applique automatiquement les correspondances à 100% de confiance.",
     isThumbnailOnly: false,
   },
 };
@@ -112,6 +117,18 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
     notFound();
   }
 
+  const isMetadataBatch = job.type === "metadata_batch";
+
+  // Fetch batch report & results for metadata_batch jobs
+  let batchReport: MetadataBatchReportDto | null = null;
+  let batchResults: MetadataBatchResultDto[] = [];
+  if (isMetadataBatch) {
+    [batchReport, batchResults] = await Promise.all([
+      getMetadataBatchReport(id).catch(() => null),
+      getMetadataBatchResults(id).catch(() => []),
+    ]);
+  }
+
   const typeInfo = JOB_TYPE_INFO[job.type] ?? {
     label: job.type,
     description: null,
@@ -131,21 +148,25 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
   const { isThumbnailOnly } = typeInfo;
 
   // Which label to use for the progress card
-  const progressTitle = isThumbnailOnly
+  const progressTitle = isMetadataBatch
-    ? "Thumbnails"
+    ? "Recherche de métadonnées"
-    : isExtractingPages
+    : isThumbnailOnly
-      ? "Phase 2 — Extracting pages"
+      ? "Miniatures"
-      : isThumbnailPhase
+      : isExtractingPages
-        ? "Phase 2 — Thumbnails"
+        ? "Phase 2 — Extraction des pages"
-        : "Phase 1 — Discovery";
+        : isThumbnailPhase
+          ? "Phase 2 — Miniatures"
+          : "Phase 1 — Découverte";
 
-  const progressDescription = isThumbnailOnly
+  const progressDescription = isMetadataBatch
-    ? undefined
+    ? "Recherche auprès des fournisseurs externes pour chaque série"
-    : isExtractingPages
+    : isThumbnailOnly
-      ? "Extracting first page from each archive (page count + raw image)"
+      ? undefined
-      : isThumbnailPhase
+      : isExtractingPages
-        ? "Generating thumbnails for the analyzed books"
+        ? "Extraction de la première page de chaque archive (nombre de pages + image brute)"
-        : "Scanning and indexing files in the library";
+        : isThumbnailPhase
+          ? "Génération des miniatures pour les livres analysés"
+          : "Scan et indexation des fichiers de la bibliothèque";
 
   // Speed metric: thumbnail count for thumbnail jobs, scanned files for index jobs
   const speedCount = isThumbnailOnly
@@ -166,9 +187,9 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
           <svg className="w-4 h-4 mr-1" fill="none" stroke="currentColor" viewBox="0 0 24 24">
             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M15 19l-7-7 7-7" />
           </svg>
-          Back to jobs
+          Retour aux tâches
         </Link>
-        <h1 className="text-3xl font-bold text-foreground mt-2">Job Details</h1>
+        <h1 className="text-3xl font-bold text-foreground mt-2">Détails de la tâche</h1>
       </div>
 
       {/* Summary banner — completed */}
@@ -178,19 +199,24 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M9 12l2 2 4-4m6 2a9 9 0 11-18 0 9 9 0 0118 0z" />
           </svg>
           <div className="text-sm text-success">
-            <span className="font-semibold">Completed in {formatDuration(job.started_at, job.finished_at)}</span>
+            <span className="font-semibold">Terminé en {formatDuration(job.started_at, job.finished_at)}</span>
-            {job.stats_json && (
+            {isMetadataBatch && batchReport && (
               <span className="ml-2 text-success/80">
-                — {job.stats_json.scanned_files} scanned, {job.stats_json.indexed_files} indexed
+                — {batchReport.auto_matched} auto-associées, {batchReport.already_linked} déjà liées, {batchReport.no_results} aucun résultat, {batchReport.errors} erreurs
-                {job.stats_json.removed_files > 0 && `, ${job.stats_json.removed_files} removed`}
-                {(job.stats_json.warnings ?? 0) > 0 && `, ${job.stats_json.warnings} warnings`}
-                {job.stats_json.errors > 0 && `, ${job.stats_json.errors} errors`}
-                {job.total_files != null && job.total_files > 0 && `, ${job.total_files} thumbnails`}
               </span>
             )}
-            {!job.stats_json && isThumbnailOnly && job.total_files != null && (
+            {!isMetadataBatch && job.stats_json && (
               <span className="ml-2 text-success/80">
-                — {job.processed_files ?? job.total_files} thumbnails generated
+                — {job.stats_json.scanned_files} scannés, {job.stats_json.indexed_files} indexés
+                {job.stats_json.removed_files > 0 && `, ${job.stats_json.removed_files} supprimés`}
+                {(job.stats_json.warnings ?? 0) > 0 && `, ${job.stats_json.warnings} avertissements`}
+                {job.stats_json.errors > 0 && `, ${job.stats_json.errors} erreurs`}
+                {job.total_files != null && job.total_files > 0 && `, ${job.total_files} miniatures`}
+              </span>
+            )}
+            {!isMetadataBatch && !job.stats_json && isThumbnailOnly && job.total_files != null && (
+              <span className="ml-2 text-success/80">
+                — {job.processed_files ?? job.total_files} miniatures générées
               </span>
             )}
           </div>
@@ -204,9 +230,9 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 8v4m0 4h.01M21 12a9 9 0 11-18 0 9 9 0 0118 0z" />
           </svg>
           <div className="text-sm text-destructive">
-            <span className="font-semibold">Job failed</span>
+            <span className="font-semibold">Tâche échouée</span>
             {job.started_at && (
-              <span className="ml-2 text-destructive/80">after {formatDuration(job.started_at, job.finished_at)}</span>
+              <span className="ml-2 text-destructive/80">après {formatDuration(job.started_at, job.finished_at)}</span>
             )}
             {job.error_opt && (
               <p className="mt-1 text-destructive/70 font-mono text-xs break-all">{job.error_opt}</p>
@@ -222,9 +248,9 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M18.364 18.364A9 9 0 005.636 5.636m12.728 12.728A9 9 0 015.636 5.636m12.728 12.728L5.636 5.636" />
           </svg>
           <span className="text-sm text-muted-foreground">
-            <span className="font-semibold">Cancelled</span>
+            <span className="font-semibold">Annulé</span>
             {job.started_at && (
-              <span className="ml-2">after {formatDuration(job.started_at, job.finished_at)}</span>
+              <span className="ml-2">après {formatDuration(job.started_at, job.finished_at)}</span>
             )}
           </span>
         </div>
@@ -234,7 +260,7 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
         {/* Overview Card */}
         <Card>
           <CardHeader>
-            <CardTitle>Overview</CardTitle>
+            <CardTitle>Aperçu</CardTitle>
             {typeInfo.description && (
               <CardDescription>{typeInfo.description}</CardDescription>
             )}
@@ -252,16 +278,16 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
               </div>
             </div>
             <div className="flex items-center justify-between py-2 border-b border-border/60">
-              <span className="text-sm text-muted-foreground">Status</span>
+              <span className="text-sm text-muted-foreground">Statut</span>
               <StatusBadge status={job.status} />
             </div>
             <div className={`flex items-center justify-between py-2 ${(job.book_id || job.started_at) ? "border-b border-border/60" : ""}`}>
-              <span className="text-sm text-muted-foreground">Library</span>
+              <span className="text-sm text-muted-foreground">Bibliothèque</span>
-              <span className="text-sm text-foreground">{job.library_id || "All libraries"}</span>
+              <span className="text-sm text-foreground">{job.library_id || "Toutes les bibliothèques"}</span>
             </div>
             {job.book_id && (
               <div className={`flex items-center justify-between py-2 ${job.started_at ? "border-b border-border/60" : ""}`}>
-                <span className="text-sm text-muted-foreground">Book</span>
+                <span className="text-sm text-muted-foreground">Livre</span>
                 <Link
                   href={`/books/${job.book_id}`}
                   className="text-sm text-primary hover:text-primary/80 font-mono hover:underline"
@@ -272,7 +298,7 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
             )}
             {job.started_at && (
               <div className="flex items-center justify-between py-2">
-                <span className="text-sm text-muted-foreground">Duration</span>
+                <span className="text-sm text-muted-foreground">Durée</span>
                 <span className="text-sm font-semibold text-foreground">
                   {formatDuration(job.started_at, job.finished_at)}
                 </span>
@@ -284,7 +310,7 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
         {/* Timeline Card */}
         <Card>
           <CardHeader>
-            <CardTitle>Timeline</CardTitle>
+            <CardTitle>Chronologie</CardTitle>
           </CardHeader>
           <CardContent>
             <div className="relative">
@@ -296,7 +322,7 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
                 <div className="flex items-start gap-4">
                   <div className="w-3.5 h-3.5 rounded-full mt-0.5 bg-muted border-2 border-border shrink-0 z-10" />
                   <div className="flex-1 min-w-0">
-                    <span className="text-sm font-medium text-foreground">Created</span>
+                    <span className="text-sm font-medium text-foreground">Créé</span>
                     <p className="text-xs text-muted-foreground">{new Date(job.created_at).toLocaleString()}</p>
                   </div>
                 </div>
@@ -306,15 +332,15 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
                   <div className="flex items-start gap-4">
                     <div className="w-3.5 h-3.5 rounded-full mt-0.5 bg-primary shrink-0 z-10" />
                     <div className="flex-1 min-w-0">
-                      <span className="text-sm font-medium text-foreground">Phase 1 — Discovery</span>
+                      <span className="text-sm font-medium text-foreground">Phase 1 — Découverte</span>
                       <p className="text-xs text-muted-foreground">{new Date(job.started_at).toLocaleString()}</p>
                       <p className="text-xs text-primary/80 font-medium mt-0.5">
-                        Duration: {formatDuration(job.started_at, job.phase2_started_at)}
+                        Durée : {formatDuration(job.started_at, job.phase2_started_at)}
                         {job.stats_json && (
                           <span className="text-muted-foreground font-normal ml-1">
-                            · {job.stats_json.scanned_files} scanned, {job.stats_json.indexed_files} indexed
+                            · {job.stats_json.scanned_files} scannés, {job.stats_json.indexed_files} indexés
-                            {job.stats_json.removed_files > 0 && `, ${job.stats_json.removed_files} removed`}
+                            {job.stats_json.removed_files > 0 && `, ${job.stats_json.removed_files} supprimés`}
-                            {(job.stats_json.warnings ?? 0) > 0 && `, ${job.stats_json.warnings} warn`}
+                            {(job.stats_json.warnings ?? 0) > 0 && `, ${job.stats_json.warnings} avert.`}
                           </span>
                         )}
                       </p>
@@ -329,12 +355,12 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
                       job.generating_thumbnails_started_at || job.finished_at ? "bg-primary" : "bg-primary animate-pulse"
                     }`} />
                     <div className="flex-1 min-w-0">
-                      <span className="text-sm font-medium text-foreground">Phase 2a — Extracting pages</span>
+                      <span className="text-sm font-medium text-foreground">Phase 2a — Extraction des pages</span>
                       <p className="text-xs text-muted-foreground">{new Date(job.phase2_started_at).toLocaleString()}</p>
                       <p className="text-xs text-primary/80 font-medium mt-0.5">
-                        Duration: {formatDuration(job.phase2_started_at, job.generating_thumbnails_started_at ?? job.finished_at ?? null)}
+                        Durée : {formatDuration(job.phase2_started_at, job.generating_thumbnails_started_at ?? job.finished_at ?? null)}
                         {!job.generating_thumbnails_started_at && !job.finished_at && isExtractingPages && (
-                          <span className="text-muted-foreground font-normal ml-1">· in progress</span>
+                          <span className="text-muted-foreground font-normal ml-1">· en cours</span>
                         )}
                       </p>
                     </div>
@@ -349,26 +375,26 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
                     }`} />
                     <div className="flex-1 min-w-0">
                       <span className="text-sm font-medium text-foreground">
-                        {isThumbnailOnly ? "Thumbnails" : "Phase 2b — Generating thumbnails"}
+                        {isThumbnailOnly ? "Miniatures" : "Phase 2b — Génération des miniatures"}
                       </span>
                       <p className="text-xs text-muted-foreground">
                         {(job.generating_thumbnails_started_at ? new Date(job.generating_thumbnails_started_at) : job.phase2_started_at ? new Date(job.phase2_started_at) : null)?.toLocaleString()}
                       </p>
                       {(job.generating_thumbnails_started_at || job.finished_at) && (
                         <p className="text-xs text-primary/80 font-medium mt-0.5">
-                          Duration: {formatDuration(
+                          Durée : {formatDuration(
                             job.generating_thumbnails_started_at ?? job.phase2_started_at!,
                             job.finished_at ?? null
                           )}
                           {job.total_files != null && job.total_files > 0 && (
                             <span className="text-muted-foreground font-normal ml-1">
-                              · {job.processed_files ?? job.total_files} thumbnails
+                              · {job.processed_files ?? job.total_files} miniatures
                             </span>
                           )}
                         </p>
                       )}
                       {!job.finished_at && isThumbnailPhase && (
-                        <span className="text-xs text-muted-foreground">in progress</span>
+                        <span className="text-xs text-muted-foreground">en cours</span>
                       )}
                     </div>
                   </div>
@@ -381,7 +407,7 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
                       job.finished_at ? "bg-primary" : "bg-primary animate-pulse"
                     }`} />
                     <div className="flex-1 min-w-0">
-                      <span className="text-sm font-medium text-foreground">Started</span>
+                      <span className="text-sm font-medium text-foreground">Démarré</span>
                       <p className="text-xs text-muted-foreground">{new Date(job.started_at).toLocaleString()}</p>
                     </div>
                   </div>
@@ -392,7 +418,7 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
                   <div className="flex items-start gap-4">
                     <div className="w-3.5 h-3.5 rounded-full mt-0.5 bg-warning shrink-0 z-10" />
                     <div className="flex-1 min-w-0">
-                      <span className="text-sm font-medium text-foreground">Waiting to start…</span>
+                      <span className="text-sm font-medium text-foreground">En attente de démarrage…</span>
                     </div>
                   </div>
                 )}
@@ -405,7 +431,7 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
                     }`} />
                     <div className="flex-1 min-w-0">
                       <span className="text-sm font-medium text-foreground">
-                        {isCompleted ? "Completed" : isFailed ? "Failed" : "Cancelled"}
+                        {isCompleted ? "Terminé" : isFailed ? "Échoué" : "Annulé"}
                       </span>
                       <p className="text-xs text-muted-foreground">{new Date(job.finished_at).toLocaleString()}</p>
                     </div>
@@ -430,13 +456,13 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
                   <div className="grid grid-cols-3 gap-4">
                     <StatBox
                       value={job.processed_files ?? 0}
-                      label={isThumbnailOnly || isPhase2 ? "Generated" : "Processed"}
+                      label={isThumbnailOnly || isPhase2 ? "Générés" : "Traités"}
                       variant="primary"
                     />
                     <StatBox value={job.total_files} label="Total" />
                     <StatBox
                       value={Math.max(0, job.total_files - (job.processed_files ?? 0))}
-                      label="Remaining"
+                      label="Restants"
                       variant={isCompleted ? "default" : "warning"}
                     />
                   </div>
@@ -444,7 +470,7 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
               )}
               {job.current_file && (
                 <div className="mt-4 p-3 bg-muted/50 rounded-lg">
-                  <span className="text-xs text-muted-foreground uppercase tracking-wide">Current file</span>
+                  <span className="text-xs text-muted-foreground uppercase tracking-wide">Fichier en cours</span>
                   <code className="block mt-1 text-xs font-mono text-foreground break-all">{job.current_file}</code>
                 </div>
               )}
@@ -453,10 +479,10 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
         )}
 
         {/* Index Statistics — index jobs only */}
-        {job.stats_json && !isThumbnailOnly && (
+        {job.stats_json && !isThumbnailOnly && !isMetadataBatch && (
           <Card>
             <CardHeader>
-              <CardTitle>Index statistics</CardTitle>
+              <CardTitle>Statistiques d&apos;indexation</CardTitle>
               {job.started_at && (
                 <CardDescription>
                   {formatDuration(job.started_at, job.finished_at)}
@@ -466,11 +492,11 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
             </CardHeader>
             <CardContent>
               <div className="grid grid-cols-2 sm:grid-cols-5 gap-4">
-                <StatBox value={job.stats_json.scanned_files} label="Scanned" variant="success" />
+                <StatBox value={job.stats_json.scanned_files} label="Scannés" variant="success" />
-                <StatBox value={job.stats_json.indexed_files} label="Indexed" variant="primary" />
+                <StatBox value={job.stats_json.indexed_files} label="Indexés" variant="primary" />
-                <StatBox value={job.stats_json.removed_files} label="Removed" variant="warning" />
+                <StatBox value={job.stats_json.removed_files} label="Supprimés" variant="warning" />
-                <StatBox value={job.stats_json.warnings ?? 0} label="Warnings" variant={(job.stats_json.warnings ?? 0) > 0 ? "warning" : "default"} />
+                <StatBox value={job.stats_json.warnings ?? 0} label="Avertissements" variant={(job.stats_json.warnings ?? 0) > 0 ? "warning" : "default"} />
-                <StatBox value={job.stats_json.errors} label="Errors" variant={job.stats_json.errors > 0 ? "error" : "default"} />
+                <StatBox value={job.stats_json.errors} label="Erreurs" variant={job.stats_json.errors > 0 ? "error" : "default"} />
               </div>
             </CardContent>
           </Card>
@@ -480,7 +506,7 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
         {isThumbnailOnly && isCompleted && job.total_files != null && (
           <Card>
             <CardHeader>
-              <CardTitle>Thumbnail statistics</CardTitle>
+              <CardTitle>Statistiques des miniatures</CardTitle>
               {job.started_at && (
                 <CardDescription>
                   {formatDuration(job.started_at, job.finished_at)}
@@ -490,19 +516,102 @@ export default async function JobDetailPage({ params }: JobDetailPageProps) {
             </CardHeader>
             <CardContent>
               <div className="grid grid-cols-2 gap-4">
-                <StatBox value={job.processed_files ?? job.total_files} label="Generated" variant="success" />
+                <StatBox value={job.processed_files ?? job.total_files} label="Générés" variant="success" />
                 <StatBox value={job.total_files} label="Total" />
               </div>
             </CardContent>
           </Card>
         )}
 
+        {/* Metadata batch report */}
+        {isMetadataBatch && batchReport && (
+          <Card>
+            <CardHeader>
+              <CardTitle>Rapport du lot</CardTitle>
+              <CardDescription>{batchReport.total_series} séries analysées</CardDescription>
+            </CardHeader>
+            <CardContent>
+              <div className="grid grid-cols-2 sm:grid-cols-3 gap-4">
+                <StatBox value={batchReport.auto_matched} label="Auto-associé" variant="success" />
+                <StatBox value={batchReport.already_linked} label="Déjà lié" variant="primary" />
+                <StatBox value={batchReport.no_results} label="Aucun résultat" />
+                <StatBox value={batchReport.too_many_results} label="Trop de résultats" variant="warning" />
+                <StatBox value={batchReport.low_confidence} label="Confiance faible" variant="warning" />
+                <StatBox value={batchReport.errors} label="Erreurs" variant={batchReport.errors > 0 ? "error" : "default"} />
+              </div>
+            </CardContent>
+          </Card>
+        )}
+
+        {/* Metadata batch results */}
+        {isMetadataBatch && batchResults.length > 0 && (
+          <Card className="lg:col-span-2">
+            <CardHeader>
+              <CardTitle>Résultats par série</CardTitle>
+              <CardDescription>{batchResults.length} séries traitées</CardDescription>
+            </CardHeader>
+            <CardContent className="space-y-2 max-h-[600px] overflow-y-auto">
+              {batchResults.map((r) => (
+                <div
+                  key={r.id}
+                  className={`p-3 rounded-lg border ${
+                    r.status === "auto_matched" ? "bg-success/10 border-success/20" :
+                    r.status === "already_linked" ? "bg-primary/10 border-primary/20" :
+                    r.status === "error" ? "bg-destructive/10 border-destructive/20" :
+                    "bg-muted/50 border-border/60"
+                  }`}
+                >
+                  <div className="flex items-center justify-between gap-2">
+                    <span className="font-medium text-sm text-foreground truncate">{r.series_name}</span>
+                    <span className={`text-[10px] px-1.5 py-0.5 rounded-full font-medium whitespace-nowrap ${
+                      r.status === "auto_matched" ? "bg-success/20 text-success" :
+                      r.status === "already_linked" ? "bg-primary/20 text-primary" :
+                      r.status === "no_results" ? "bg-muted text-muted-foreground" :
+                      r.status === "too_many_results" ? "bg-amber-500/15 text-amber-600" :
+                      r.status === "low_confidence" ? "bg-amber-500/15 text-amber-600" :
+                      r.status === "error" ? "bg-destructive/20 text-destructive" :
+                      "bg-muted text-muted-foreground"
+                    }`}>
+                      {r.status === "auto_matched" ? "Auto-associé" :
+                       r.status === "already_linked" ? "Déjà lié" :
+                       r.status === "no_results" ? "Aucun résultat" :
+                       r.status === "too_many_results" ? "Trop de résultats" :
+                       r.status === "low_confidence" ? "Confiance faible" :
+                       r.status === "error" ? "Erreur" :
+                       r.status}
+                    </span>
+                  </div>
+                  <div className="flex items-center gap-3 mt-1 text-xs text-muted-foreground">
+                    {r.provider_used && (
+                      <span>{r.provider_used}{r.fallback_used ? " (secours)" : ""}</span>
+                    )}
+                    {r.candidates_count > 0 && (
+                      <span>{r.candidates_count} candidat{r.candidates_count > 1 ? "s" : ""}</span>
+                    )}
+                    {r.best_confidence != null && (
+                      <span>{Math.round(r.best_confidence * 100)}% confiance</span>
+                    )}
+                  </div>
+                  {r.best_candidate_json && (
+                    <p className="text-xs text-muted-foreground mt-1">
+                      Correspondance : {(r.best_candidate_json as { title?: string }).title || r.best_candidate_json.toString()}
+                    </p>
+                  )}
+                  {r.error_message && (
+                    <p className="text-xs text-destructive/80 mt-1">{r.error_message}</p>
+                  )}
+                </div>
+              ))}
+            </CardContent>
+          </Card>
+        )}
+
         {/* File errors */}
         {errors.length > 0 && (
           <Card className="lg:col-span-2">
             <CardHeader>
-              <CardTitle>File errors ({errors.length})</CardTitle>
+              <CardTitle>Erreurs de fichiers ({errors.length})</CardTitle>
-              <CardDescription>Errors encountered while processing individual files</CardDescription>
+              <CardDescription>Erreurs rencontrées lors du traitement des fichiers</CardDescription>
             </CardHeader>
             <CardContent className="space-y-2 max-h-80 overflow-y-auto">
               {errors.map((error) => (

apps/backoffice/app/jobs/page.tsx

@@ -1,8 +1,8 @@
 import { revalidatePath } from "next/cache";
 import { redirect } from "next/navigation";
-import { listJobs, fetchLibraries, rebuildIndex, rebuildThumbnails, regenerateThumbnails, IndexJobDto, LibraryDto } from "../../lib/api";
+import { listJobs, fetchLibraries, rebuildIndex, rebuildThumbnails, regenerateThumbnails, startMetadataBatch, IndexJobDto, LibraryDto } from "../../lib/api";
 import { JobsList } from "../components/JobsList";
-import { Card, CardHeader, CardTitle, CardContent, Button, FormField, FormSelect, FormRow } from "../components/ui";
+import { Card, CardHeader, CardTitle, CardDescription, CardContent, Button, FormField, FormSelect, FormRow } from "../components/ui";
 
 export const dynamic = "force-dynamic";
 
@@ -47,6 +47,15 @@ export default async function JobsPage({ searchParams }: { searchParams: Promise
     redirect(`/jobs?highlight=${result.id}`);
   }
 
+  async function triggerMetadataBatch(formData: FormData) {
+    "use server";
+    const libraryId = formData.get("library_id") as string;
+    if (!libraryId) return;
+    const result = await startMetadataBatch(libraryId);
+    revalidatePath("/jobs");
+    redirect(`/jobs?highlight=${result.id}`);
+  }
+
   return (
     <>
       <div className="mb-6">
@@ -54,20 +63,21 @@ export default async function JobsPage({ searchParams }: { searchParams: Promise
           <svg className="w-8 h-8 text-warning" fill="none" stroke="currentColor" viewBox="0 0 24 24">
             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M13 10V3L4 14h7v7l9-11h-7z" />
           </svg>
-          Index Jobs
+          Tâches d&apos;indexation
         </h1>
       </div>
 
       <Card className="mb-6">
         <CardHeader>
-          <CardTitle>Queue New Job</CardTitle>
+          <CardTitle>Lancer une tâche</CardTitle>
+          <CardDescription>Sélectionnez une bibliothèque (ou toutes) et choisissez l&apos;action à effectuer.</CardDescription>
         </CardHeader>
         <CardContent>
           <form>
             <FormRow>
               <FormField className="flex-1 max-w-xs">
                 <FormSelect name="library_id" defaultValue="">
-                  <option value="">All libraries</option>
+                  <option value="">Toutes les bibliothèques</option>
                   {libraries.map((lib) => (
                     <option key={lib.id} value={lib.id}>{lib.name}</option>
                   ))}
@@ -78,25 +88,31 @@ export default async function JobsPage({ searchParams }: { searchParams: Promise
                   <svg className="w-4 h-4 mr-2" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                     <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M4 4v5h.582m15.356 2A8.001 8.001 0 004.582 9m0 0H9m11 11v-5h-.581m0 0a8.003 8.003 0 01-15.357-2m15.357 2H15" />
                   </svg>
-                  Rebuild
+                  Reconstruction
                 </Button>
                 <Button type="submit" formAction={triggerFullRebuild} variant="warning">
                   <svg className="w-4 h-4 mr-2" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                     <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M19 7l-.867 12.142A2 2 0 0116.138 21H7.862a2 2 0 01-1.995-1.858L5 7m5 4v6m4-6v6m1-10V4a1 1 0 00-1-1h-4a1 1 0 00-1 1v3M4 7h16" />
                   </svg>
-                  Full Rebuild
+                  Reconstruction complète
                 </Button>
                 <Button type="submit" formAction={triggerThumbnailsRebuild} variant="secondary">
                   <svg className="w-4 h-4 mr-2" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                     <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M4 16l4.586-4.586a2 2 0 012.828 0L16 16m-2-2l1.586-1.586a2 2 0 012.828 0L20 14m-6-6h.01M6 20h12a2 2 0 002-2V6a2 2 0 00-2-2H6a2 2 0 00-2 2v12a2 2 0 002 2z" />
                   </svg>
-                  Generate thumbnails
+                  Générer les miniatures
                 </Button>
                 <Button type="submit" formAction={triggerThumbnailsRegenerate} variant="warning">
                   <svg className="w-4 h-4 mr-2" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                     <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M4 4v5h.582m15.356 2A8.001 8.001 0 004.582 9m0 0H9m11 11v-5h-.581m0 0a8.003 8.003 0 01-15.357-2m15.357 2H15" />
                   </svg>
-                  Regenerate thumbnails
+                  Regénérer les miniatures
+                </Button>
+                <Button type="submit" formAction={triggerMetadataBatch} variant="secondary">
+                  <svg className="w-4 h-4 mr-2" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                    <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M21 21l-6-6m2-5a7 7 0 11-14 0 7 7 0 0114 0z" />
+                  </svg>
+                  Métadonnées en lot
                 </Button>
               </div>
             </FormRow>
@@ -104,6 +120,82 @@ export default async function JobsPage({ searchParams }: { searchParams: Promise
         </CardContent>
       </Card>
 
+      {/* Job types legend */}
+      <Card className="mb-6">
+        <CardHeader>
+          <CardTitle className="text-base">Référence des types de tâches</CardTitle>
+        </CardHeader>
+        <CardContent>
+          <div className="grid grid-cols-1 md:grid-cols-2 gap-4 text-sm">
+            <div className="flex gap-3">
+              <div className="shrink-0 mt-0.5">
+                <svg className="w-5 h-5 text-primary" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                  <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M4 4v5h.582m15.356 2A8.001 8.001 0 004.582 9m0 0H9m11 11v-5h-.581m0 0a8.003 8.003 0 01-15.357-2m15.357 2H15" />
+                </svg>
+              </div>
+              <div>
+                <span className="font-medium text-foreground">Reconstruction</span>
+                <p className="text-muted-foreground text-xs mt-0.5">
+                  Scan incr&eacute;mental : d&eacute;tecte les fichiers ajout&eacute;s, modifi&eacute;s ou supprim&eacute;s depuis le dernier scan, les indexe et g&eacute;n&egrave;re les miniatures manquantes. Les donn&eacute;es existantes non modifi&eacute;es sont conserv&eacute;es. C&rsquo;est l&rsquo;action la plus courante et la plus rapide.
+                </p>
+              </div>
+            </div>
+            <div className="flex gap-3">
+              <div className="shrink-0 mt-0.5">
+                <svg className="w-5 h-5 text-warning" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                  <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M19 7l-.867 12.142A2 2 0 0116.138 21H7.862a2 2 0 01-1.995-1.858L5 7m5 4v6m4-6v6m1-10V4a1 1 0 00-1-1h-4a1 1 0 00-1 1v3M4 7h16" />
+                </svg>
+              </div>
+              <div>
+                <span className="font-medium text-foreground">Reconstruction complète</span>
+                <p className="text-muted-foreground text-xs mt-0.5">
+                  Supprime toutes les donn&eacute;es index&eacute;es (livres, s&eacute;ries, miniatures) puis effectue un scan complet depuis z&eacute;ro. Utile si la base de donn&eacute;es est d&eacute;synchronis&eacute;e ou corrompue. Op&eacute;ration longue et destructive : les statuts de lecture et les m&eacute;tadonn&eacute;es manuelles seront perdus.
+                </p>
+              </div>
+            </div>
+            <div className="flex gap-3">
+              <div className="shrink-0 mt-0.5">
+                <svg className="w-5 h-5 text-muted-foreground" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                  <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M4 16l4.586-4.586a2 2 0 012.828 0L16 16m-2-2l1.586-1.586a2 2 0 012.828 0L20 14m-6-6h.01M6 20h12a2 2 0 002-2V6a2 2 0 00-2-2H6a2 2 0 00-2 2v12a2 2 0 002 2z" />
+                </svg>
+              </div>
+              <div>
+                <span className="font-medium text-foreground">Générer les miniatures</span>
+                <p className="text-muted-foreground text-xs mt-0.5">
+                  G&eacute;n&egrave;re les miniatures uniquement pour les livres qui n&rsquo;en ont pas encore. Les miniatures existantes ne sont pas touch&eacute;es. Utile apr&egrave;s un import ou si certaines miniatures sont manquantes.
+                </p>
+              </div>
+            </div>
+            <div className="flex gap-3">
+              <div className="shrink-0 mt-0.5">
+                <svg className="w-5 h-5 text-warning" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                  <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M4 4v5h.582m15.356 2A8.001 8.001 0 004.582 9m0 0H9m11 11v-5h-.581m0 0a8.003 8.003 0 01-15.357-2m15.357 2H15" />
+                </svg>
+              </div>
+              <div>
+                <span className="font-medium text-foreground">Regénérer les miniatures</span>
+                <p className="text-muted-foreground text-xs mt-0.5">
+                  Reg&eacute;n&egrave;re toutes les miniatures depuis z&eacute;ro, en rempla&ccedil;ant les existantes. Utile si la qualit&eacute; ou la taille des miniatures a chang&eacute; dans la configuration, ou si des miniatures sont corrompues.
+                </p>
+              </div>
+            </div>
+            <div className="flex gap-3">
+              <div className="shrink-0 mt-0.5">
+                <svg className="w-5 h-5 text-muted-foreground" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                  <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M21 21l-6-6m2-5a7 7 0 11-14 0 7 7 0 0114 0z" />
+                </svg>
+              </div>
+              <div>
+                <span className="font-medium text-foreground">Métadonnées en lot</span>
+                <p className="text-muted-foreground text-xs mt-0.5">
+                  Recherche automatiquement les m&eacute;tadonn&eacute;es de chaque s&eacute;rie de la biblioth&egrave;que aupr&egrave;s du provider configur&eacute; (avec fallback si configur&eacute;). Seuls les r&eacute;sultats avec un match unique &agrave; 100% de confiance sont appliqu&eacute;s automatiquement. Les s&eacute;ries d&eacute;j&agrave; li&eacute;es sont ignor&eacute;es. Un rapport d&eacute;taill&eacute; par s&eacute;rie est disponible &agrave; la fin du job. <strong>Requiert une biblioth&egrave;que sp&eacute;cifique</strong> (ne fonctionne pas sur &laquo; Toutes les bibliothèques &raquo;).
+                </p>
+              </div>
+            </div>
+          </div>
+        </CardContent>
+      </Card>
+
       <JobsList
         initialJobs={jobs}
         libraries={libraryMap}

apps/backoffice/app/layout.tsx

@@ -11,7 +11,7 @@ import { MobileNav } from "./components/MobileNav";
 
 export const metadata: Metadata = {
   title: "StripStream Backoffice",
-  description: "Backoffice administration for StripStream Librarian"
+  description: "Administration backoffice pour StripStream Librarian"
 };
 
 type NavItem = {
@@ -21,17 +21,17 @@ type NavItem = {
 };
 
 const navItems: NavItem[] = [
-  { href: "/", label: "Dashboard", icon: "dashboard" },
+  { href: "/", label: "Tableau de bord", icon: "dashboard" },
-  { href: "/books", label: "Books", icon: "books" },
+  { href: "/books", label: "Livres", icon: "books" },
-  { href: "/series", label: "Series", icon: "series" },
+  { href: "/series", label: "Séries", icon: "series" },
-  { href: "/libraries", label: "Libraries", icon: "libraries" },
+  { href: "/libraries", label: "Bibliothèques", icon: "libraries" },
-  { href: "/jobs", label: "Jobs", icon: "jobs" },
+  { href: "/jobs", label: "Tâches", icon: "jobs" },
-  { href: "/tokens", label: "Tokens", icon: "tokens" },
+  { href: "/tokens", label: "Jetons", icon: "tokens" },
 ];
 
 export default function RootLayout({ children }: { children: ReactNode }) {
   return (
-    <html lang="en" suppressHydrationWarning>
+    <html lang="fr" suppressHydrationWarning>
       <body className="min-h-screen bg-background text-foreground font-sans antialiased bg-grain">
         <ThemeProvider>
           {/* Header avec effet glassmorphism */}
@@ -76,7 +76,7 @@ export default function RootLayout({ children }: { children: ReactNode }) {
                   <Link
                     href="/settings"
                     className="hidden md:flex p-2 rounded-lg text-muted-foreground hover:text-foreground hover:bg-accent transition-colors"
-                    title="Settings"
+                    title="Paramètres"
                   >
                     <Icon name="settings" size="md" />
                   </Link>

apps/backoffice/app/libraries/[id]/books/page.tsx

@@ -38,14 +38,14 @@ export default async function LibraryBooksPage({
     coverUrl: getBookCoverUrl(book.id)
   }));
 
-  const seriesDisplayName = series === "unclassified" ? "Unclassified" : series;
+  const seriesDisplayName = series === "unclassified" ? "Non classé" : series;
   const totalPages = Math.ceil(booksPage.total / limit);
 
   return (
     <div className="space-y-6">
       <LibrarySubPageHeader
         library={library}
-        title={series ? `Books in "${seriesDisplayName}"` : "All Books"}
+        title={series ? `Livres de "${seriesDisplayName}"` : "Tous les livres"}
         icon={
           <svg className="w-8 h-8" fill="none" stroke="currentColor" viewBox="0 0 24 24">
             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 6.253v13m0-13C10.832 5.477 9.246 5 7.5 5S4.168 5.477 3 6.253v13C4.168 18.477 5.754 18 7.5 18s3.332.477 4.5 1.253m0-13C13.168 5.477 14.754 5 16.5 5c1.747 0 3.332.477 4.5 1.253v13C19.832 18.477 18.247 18 16.5 18c-1.746 0-3.332.477-4.5 1.253" />
@@ -53,9 +53,9 @@ export default async function LibraryBooksPage({
         }
         iconColor="text-success"
         filterInfo={series ? {
-          label: `Showing books from series "${seriesDisplayName}"`,
+          label: `Livres de la série "${seriesDisplayName}"`,
           clearHref: `/libraries/${id}/books`,
-          clearLabel: "View all books"
+          clearLabel: "Voir tous les livres"
         } : undefined}
       />
 
@@ -71,7 +71,7 @@ export default async function LibraryBooksPage({
           />
         </>
       ) : (
-        <EmptyState message={series ? `No books in series "${seriesDisplayName}"` : "No books in this library yet"} />
+        <EmptyState message={series ? `Aucun livre dans la série "${seriesDisplayName}"` : "Aucun livre dans cette bibliothèque"} />
       )}
     </div>
   );

apps/backoffice/app/libraries/[id]/series/[name]/page.tsx

@@ -55,7 +55,7 @@ export default async function SeriesDetailPage({
 
   const totalPages = Math.ceil(booksPage.total / limit);
   const booksReadCount = booksPage.items.filter((b) => b.reading_status === "read").length;
-  const displayName = seriesName === "unclassified" ? "Non classifié" : seriesName;
+  const displayName = seriesName === "unclassified" ? "Non classé" : seriesName;
 
   // Use first book cover as series cover
   const coverBookId = booksPage.items[0]?.id;
@@ -68,7 +68,7 @@ export default async function SeriesDetailPage({
           href="/libraries"
           className="text-muted-foreground hover:text-primary transition-colors"
         >
-          Libraries
+          Bibliothèques
         </Link>
         <span className="text-muted-foreground">/</span>
         <Link
@@ -88,7 +88,7 @@ export default async function SeriesDetailPage({
             <div className="w-40 aspect-[2/3] relative rounded-xl overflow-hidden shadow-card border border-border">
               <Image
                 src={getBookCoverUrl(coverBookId)}
-                alt={`Cover of ${displayName}`}
+                alt={`Couverture de ${displayName}`}
                 fill
                 className="object-cover"
                 unoptimized

apps/backoffice/app/libraries/[id]/series/page.tsx

@@ -1,6 +1,7 @@
-import { fetchLibraries, fetchSeries, getBookCoverUrl, LibraryDto, SeriesDto, SeriesPageDto } from "../../../../lib/api";
+import { fetchLibraries, fetchSeries, fetchSeriesStatuses, getBookCoverUrl, LibraryDto, SeriesDto, SeriesPageDto } from "../../../../lib/api";
 import { OffsetPagination } from "../../../components/ui";
 import { MarkSeriesReadButton } from "../../../components/MarkSeriesReadButton";
+import { SeriesFilters } from "../../../components/SeriesFilters";
 import Image from "next/image";
 import Link from "next/link";
 import { notFound } from "next/navigation";
@@ -19,10 +20,13 @@ export default async function LibrarySeriesPage({
   const searchParamsAwaited = await searchParams;
   const page = typeof searchParamsAwaited.page === "string" ? parseInt(searchParamsAwaited.page) : 1;
   const limit = typeof searchParamsAwaited.limit === "string" ? parseInt(searchParamsAwaited.limit) : 20;
+  const seriesStatus = typeof searchParamsAwaited.series_status === "string" ? searchParamsAwaited.series_status : undefined;
+  const hasMissing = searchParamsAwaited.has_missing === "true";
 
-  const [library, seriesPage] = await Promise.all([
+  const [library, seriesPage, dbStatuses] = await Promise.all([
     fetchLibraries().then(libs => libs.find(l => l.id === id)),
-    fetchSeries(id, page, limit).catch(() => ({ items: [] as SeriesDto[], total: 0, page: 1, limit }) as SeriesPageDto)
+    fetchSeries(id, page, limit, seriesStatus, hasMissing).catch(() => ({ items: [] as SeriesDto[], total: 0, page: 1, limit }) as SeriesPageDto),
+    fetchSeriesStatuses().catch(() => [] as string[]),
   ]);
 
   if (!library) {
@@ -32,11 +36,23 @@ export default async function LibrarySeriesPage({
   const series = seriesPage.items;
   const totalPages = Math.ceil(seriesPage.total / limit);
 
+  const KNOWN_STATUSES: Record<string, string> = {
+    ongoing: "En cours",
+    ended: "Terminée",
+    hiatus: "Hiatus",
+    cancelled: "Annulée",
+    upcoming: "À paraître",
+  };
+  const seriesStatusOptions = [
+    { value: "", label: "Tous les statuts" },
+    ...dbStatuses.map((s) => ({ value: s, label: KNOWN_STATUSES[s] || s })),
+  ];
+
   return (
     <div className="space-y-6">
       <LibrarySubPageHeader
         library={library}
-        title="Series"
+        title="Séries"
         icon={
           <svg className="w-8 h-8" fill="none" stroke="currentColor" viewBox="0 0 24 24">
             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M19 11H5m14 0a2 2 0 012 2v6a2 2 0 01-2 2H5a2 2 0 01-2-2v-6a2 2 0 012-2m14 0V9a2 2 0 00-2-2M5 11V9a2 2 0 012-2m0 0V5a2 2 0 012-2h6a2 2 0 012 2v2M7 7h10" />
@@ -45,6 +61,13 @@ export default async function LibrarySeriesPage({
         iconColor="text-primary"
       />
 
+      <SeriesFilters
+        basePath={`/libraries/${id}/series`}
+        currentSeriesStatus={seriesStatus}
+        currentHasMissing={hasMissing}
+        seriesStatusOptions={seriesStatusOptions}
+      />
+
       {series.length > 0 ? (
         <>
           <div className="grid grid-cols-2 sm:grid-cols-3 md:grid-cols-4 lg:grid-cols-5 gap-6">
@@ -58,7 +81,7 @@ export default async function LibrarySeriesPage({
                   <div className="aspect-[2/3] relative bg-muted/50">
                     <Image
                       src={getBookCoverUrl(s.first_book_id)}
-                      alt={`Cover of ${s.name}`}
+                      alt={`Couverture de ${s.name}`}
                       fill
                       className="object-cover"
                       unoptimized
@@ -66,7 +89,7 @@ export default async function LibrarySeriesPage({
                   </div>
                   <div className="p-3">
                     <h3 className="font-medium text-foreground truncate text-sm" title={s.name}>
-                      {s.name === "unclassified" ? "Unclassified" : s.name}
+                      {s.name === "unclassified" ? "Non classé" : s.name}
                     </h3>
                     <div className="flex items-center justify-between mt-1">
                       <p className="text-xs text-muted-foreground">
@@ -78,6 +101,29 @@ export default async function LibrarySeriesPage({
                         booksReadCount={s.books_read_count}
                       />
                     </div>
+                    <div className="flex items-center gap-1 mt-1.5 flex-wrap">
+                      {s.series_status && (
+                        <span className={`text-[10px] px-1.5 py-0.5 rounded-full font-medium ${
+                          s.series_status === "ongoing" ? "bg-blue-500/15 text-blue-600" :
+                          s.series_status === "ended" ? "bg-green-500/15 text-green-600" :
+                          s.series_status === "hiatus" ? "bg-amber-500/15 text-amber-600" :
+                          s.series_status === "cancelled" ? "bg-red-500/15 text-red-600" :
+                          "bg-muted text-muted-foreground"
+                        }`}>
+                          {s.series_status === "ongoing" ? "En cours" :
+                           s.series_status === "ended" ? "Terminée" :
+                           s.series_status === "hiatus" ? "Hiatus" :
+                           s.series_status === "cancelled" ? "Annulée" :
+                           s.series_status === "upcoming" ? "À paraître" :
+                           s.series_status}
+                        </span>
+                      )}
+                      {s.missing_count != null && s.missing_count > 0 && (
+                        <span className="text-[10px] px-1.5 py-0.5 rounded-full font-medium bg-yellow-500/15 text-yellow-600">
+                          {s.missing_count} manquant{s.missing_count > 1 ? "s" : ""}
+                        </span>
+                      )}
+                    </div>
                   </div>
                 </div>
               </Link>
@@ -93,7 +139,7 @@ export default async function LibrarySeriesPage({
         </>
       ) : (
         <div className="text-center py-12 text-muted-foreground">
-          <p>No series found in this library</p>
+          <p>Aucune série trouvée dans cette bibliothèque</p>
         </div>
       )}
     </div>

apps/backoffice/app/libraries/page.tsx

@@ -1,6 +1,6 @@
 import { revalidatePath } from "next/cache";
 import Link from "next/link";
-import { listFolders, createLibrary, deleteLibrary, fetchLibraries, fetchSeries, scanLibrary, LibraryDto, FolderItem } from "../../lib/api";
+import { listFolders, createLibrary, deleteLibrary, fetchLibraries, fetchSeries, scanLibrary, startMetadataBatch, LibraryDto, FolderItem } from "../../lib/api";
 import { LibraryActions } from "../components/LibraryActions";
 import { LibraryForm } from "../components/LibraryForm";
 import { 
@@ -16,7 +16,7 @@ function formatNextScan(nextScanAt: string | null): string {
   const now = new Date();
   const diff = date.getTime() - now.getTime();
   
-  if (diff < 0) return "Due now";
+  if (diff < 0) return "Imminent";
   if (diff < 60000) return "< 1 min";
   if (diff < 3600000) return `${Math.floor(diff / 60000)}m`;
   if (diff < 86400000) return `${Math.floor(diff / 3600000)}h`;
@@ -75,6 +75,14 @@ export default async function LibrariesPage() {
     revalidatePath("/jobs");
   }
 
+  async function batchMetadataAction(formData: FormData) {
+    "use server";
+    const id = formData.get("id") as string;
+    await startMetadataBatch(id);
+    revalidatePath("/libraries");
+    revalidatePath("/jobs");
+  }
+
   return (
     <>
       <div className="mb-6">
@@ -82,15 +90,15 @@ export default async function LibrariesPage() {
           <svg className="w-8 h-8 text-primary" fill="none" stroke="currentColor" viewBox="0 0 24 24">
             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M3 7v10a2 2 0 002 2h14a2 2 0 002-2V9a2 2 0 00-2-2h-6l-2-2H5a2 2 0 00-2 2z" />
           </svg>
-          Libraries
+          Bibliothèques
         </h1>
       </div>
       
       {/* Add Library Form */}
       <Card className="mb-6">
         <CardHeader>
-          <CardTitle>Add New Library</CardTitle>
+          <CardTitle>Ajouter une bibliothèque</CardTitle>
-          <CardDescription>Create a new library from an existing folder</CardDescription>
+          <CardDescription>Créer une nouvelle bibliothèque à partir d'un dossier existant</CardDescription>
         </CardHeader>
         <CardContent>
           <LibraryForm initialFolders={folders} action={addLibrary} />
@@ -107,7 +115,7 @@ export default async function LibrariesPage() {
                 <div className="flex items-start justify-between">
                   <div>
                     <CardTitle className="text-lg">{lib.name}</CardTitle>
-                    {!lib.enabled && <Badge variant="muted" className="mt-1">Disabled</Badge>}
+                    {!lib.enabled && <Badge variant="muted" className="mt-1">Désactivée</Badge>}
                   </div>
                   <LibraryActions
                     libraryId={lib.id}
@@ -115,6 +123,7 @@ export default async function LibrariesPage() {
                     scanMode={lib.scan_mode}
                     watcherEnabled={lib.watcher_enabled}
                     metadataProvider={lib.metadata_provider}
+                    fallbackMetadataProvider={lib.fallback_metadata_provider}
                   />
                 </div>
               </CardHeader>
@@ -129,28 +138,28 @@ export default async function LibrariesPage() {
                     className="text-center p-3 bg-muted/50 rounded-lg hover:bg-accent transition-colors duration-200"
                   >
                     <span className="block text-2xl font-bold text-primary">{lib.book_count}</span>
-                    <span className="text-xs text-muted-foreground">Books</span>
+                    <span className="text-xs text-muted-foreground">Livres</span>
                   </Link>
                   <Link 
                     href={`/libraries/${lib.id}/series`} 
                     className="text-center p-3 bg-muted/50 rounded-lg hover:bg-accent transition-colors duration-200"
                   >
                     <span className="block text-2xl font-bold text-foreground">{seriesCount}</span>
-                    <span className="text-xs text-muted-foreground">Series</span>
+                    <span className="text-xs text-muted-foreground">Séries</span>
                   </Link>
                 </div>
 
                 {/* Status */}
                 <div className="flex items-center gap-3 mb-4 text-sm">
                   <span className={`flex items-center gap-1 ${lib.monitor_enabled ? 'text-success' : 'text-muted-foreground'}`}>
-                    {lib.monitor_enabled ? '●' : '○'} {lib.monitor_enabled ? 'Auto' : 'Manual'}
+                    {lib.monitor_enabled ? '●' : '○'} {lib.monitor_enabled ? 'Auto' : 'Manuel'}
                   </span>
                   {lib.watcher_enabled && (
-                    <span className="text-warning" title="File watcher active">⚡</span>
+                    <span className="text-warning" title="Surveillance de fichiers active">⚡</span>
                   )}
                   {lib.monitor_enabled && lib.next_scan_at && (
                     <span className="text-xs text-muted-foreground ml-auto">
-                      Next: {formatNextScan(lib.next_scan_at)}
+                      Prochain : {formatNextScan(lib.next_scan_at)}
                     </span>
                   )}
                 </div>
@@ -163,7 +172,7 @@ export default async function LibrariesPage() {
                       <svg className="w-4 h-4 mr-1" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                         <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M4 4v5h.582m15.356 2A8.001 8.001 0 004.582 9m0 0H9m11 11v-5h-.581m0 0a8.003 8.003 0 01-15.357-2m15.357 2H15" />
                       </svg>
-                      Index
+                      Indexer
                     </Button>
                   </form>
                   <form className="flex-1">
@@ -172,9 +181,19 @@ export default async function LibrariesPage() {
                       <svg className="w-4 h-4 mr-1" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                         <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M4 4v5h.582m15.356 2A8.001 8.001 0 004.582 9m0 0H9m11 11v-5h-.581m0 0a8.003 8.003 0 01-15.357-2m15.357 2H15" />
                       </svg>
-                      Full
+                      Complet
                     </Button>
                   </form>
+                  {lib.metadata_provider !== "none" && (
+                    <form>
+                      <input type="hidden" name="id" value={lib.id} />
+                      <Button type="submit" variant="secondary" size="sm" formAction={batchMetadataAction} title="Métadonnées en lot">
+                        <svg className="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                          <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M21 21l-6-6m2-5a7 7 0 11-14 0 7 7 0 0114 0z" />
+                        </svg>
+                      </Button>
+                    </form>
+                  )}
                   <form>
                     <input type="hidden" name="id" value={lib.id} />
                     <Button type="submit" variant="destructive" size="sm" formAction={removeLibrary}>

apps/backoffice/app/page.tsx

@@ -20,7 +20,7 @@ function formatNumber(n: number): string {
 // Donut chart via SVG
 function DonutChart({ data, colors }: { data: { label: string; value: number; color: string }[]; colors?: string[] }) {
   const total = data.reduce((sum, d) => sum + d.value, 0);
-  if (total === 0) return <p className="text-muted-foreground text-sm text-center py-8">No data</p>;
+  if (total === 0) return <p className="text-muted-foreground text-sm text-center py-8">Aucune donnée</p>;
 
   const radius = 40;
   const circumference = 2 * Math.PI * radius;
@@ -70,7 +70,7 @@ function DonutChart({ data, colors }: { data: { label: string; value: number; co
 // Bar chart via pure CSS
 function BarChart({ data, color = "var(--color-primary)" }: { data: { label: string; value: number }[]; color?: string }) {
   const max = Math.max(...data.map((d) => d.value), 1);
-  if (data.length === 0) return <p className="text-muted-foreground text-sm text-center py-8">No data</p>;
+  if (data.length === 0) return <p className="text-muted-foreground text-sm text-center py-8">Aucune donnée</p>;
 
   return (
     <div className="flex items-end gap-1.5 h-40">
@@ -126,7 +126,7 @@ export default async function DashboardPage() {
       <div className="max-w-5xl mx-auto">
         <div className="text-center mb-12">
           <h1 className="text-4xl font-bold tracking-tight mb-4 text-foreground">StripStream Backoffice</h1>
-          <p className="text-lg text-muted-foreground">Unable to load statistics. Make sure the API is running.</p>
+          <p className="text-lg text-muted-foreground">Impossible de charger les statistiques. Vérifiez que l'API est en cours d'exécution.</p>
         </div>
         <QuickLinks />
       </div>
@@ -152,21 +152,21 @@ export default async function DashboardPage() {
           <svg className="w-8 h-8 text-primary" fill="none" stroke="currentColor" viewBox="0 0 24 24">
             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M9 19v-6a2 2 0 00-2-2H5a2 2 0 00-2 2v6a2 2 0 002 2h2a2 2 0 002-2zm0 0V9a2 2 0 012-2h2a2 2 0 012 2v10m-6 0a2 2 0 002 2h2a2 2 0 002-2m0 0V5a2 2 0 012-2h2a2 2 0 012 2v14a2 2 0 01-2 2h-2a2 2 0 01-2-2z" />
           </svg>
-          Dashboard
+          Tableau de bord
         </h1>
         <p className="text-muted-foreground mt-2 max-w-2xl">
-          Overview of your comic collection. Manage your libraries, track your reading progress, and explore your books and series.
+          Aperçu de votre collection de bandes dessinées. Gérez vos bibliothèques, suivez votre progression de lecture et explorez vos livres et séries.
         </p>
       </div>
 
       {/* Overview stat cards */}
       <div className="grid grid-cols-2 md:grid-cols-3 lg:grid-cols-6 gap-4">
-        <StatCard icon="book" label="Books" value={formatNumber(overview.total_books)} color="success" />
+        <StatCard icon="book" label="Livres" value={formatNumber(overview.total_books)} color="success" />
-        <StatCard icon="series" label="Series" value={formatNumber(overview.total_series)} color="primary" />
+        <StatCard icon="series" label="Séries" value={formatNumber(overview.total_series)} color="primary" />
-        <StatCard icon="library" label="Libraries" value={formatNumber(overview.total_libraries)} color="warning" />
+        <StatCard icon="library" label="Bibliothèques" value={formatNumber(overview.total_libraries)} color="warning" />
         <StatCard icon="pages" label="Pages" value={formatNumber(overview.total_pages)} color="primary" />
-        <StatCard icon="author" label="Authors" value={formatNumber(overview.total_authors)} color="success" />
+        <StatCard icon="author" label="Auteurs" value={formatNumber(overview.total_authors)} color="success" />
-        <StatCard icon="size" label="Total Size" value={formatBytes(overview.total_size_bytes)} color="warning" />
+        <StatCard icon="size" label="Taille totale" value={formatBytes(overview.total_size_bytes)} color="warning" />
       </div>
 
       {/* Charts row */}
@@ -174,14 +174,14 @@ export default async function DashboardPage() {
         {/* Reading status donut */}
         <Card hover={false}>
           <CardHeader>
-            <CardTitle className="text-base">Reading Status</CardTitle>
+            <CardTitle className="text-base">Statut de lecture</CardTitle>
           </CardHeader>
           <CardContent>
             <DonutChart
               data={[
-                { label: "Unread", value: reading_status.unread, color: readingColors[0] },
+                { label: "Non lu", value: reading_status.unread, color: readingColors[0] },
-                { label: "In Progress", value: reading_status.reading, color: readingColors[1] },
+                { label: "En cours", value: reading_status.reading, color: readingColors[1] },
-                { label: "Read", value: reading_status.read, color: readingColors[2] },
+                { label: "Lu", value: reading_status.read, color: readingColors[2] },
               ]}
             />
           </CardContent>
@@ -190,12 +190,12 @@ export default async function DashboardPage() {
         {/* By format donut */}
         <Card hover={false}>
           <CardHeader>
-            <CardTitle className="text-base">By Format</CardTitle>
+            <CardTitle className="text-base">Par format</CardTitle>
           </CardHeader>
           <CardContent>
             <DonutChart
               data={by_format.slice(0, 6).map((f, i) => ({
-                label: (f.format || "Unknown").toUpperCase(),
+                label: (f.format || "Inconnu").toUpperCase(),
                 value: f.count,
                 color: formatColors[i % formatColors.length],
               }))}
@@ -206,7 +206,7 @@ export default async function DashboardPage() {
         {/* By library donut */}
         <Card hover={false}>
           <CardHeader>
-            <CardTitle className="text-base">By Library</CardTitle>
+            <CardTitle className="text-base">Par bibliothèque</CardTitle>
           </CardHeader>
           <CardContent>
             <DonutChart
@@ -225,7 +225,7 @@ export default async function DashboardPage() {
         {/* Monthly additions bar chart */}
         <Card hover={false}>
           <CardHeader>
-            <CardTitle className="text-base">Books Added (Last 12 Months)</CardTitle>
+            <CardTitle className="text-base">Livres ajoutés (12 derniers mois)</CardTitle>
           </CardHeader>
           <CardContent>
             <BarChart
@@ -241,7 +241,7 @@ export default async function DashboardPage() {
         {/* Top series */}
         <Card hover={false}>
           <CardHeader>
-            <CardTitle className="text-base">Top Series</CardTitle>
+            <CardTitle className="text-base">Séries populaires</CardTitle>
           </CardHeader>
           <CardContent>
             <div className="space-y-3">
@@ -251,12 +251,12 @@ export default async function DashboardPage() {
                   label={s.series}
                   value={s.book_count}
                   max={top_series[0]?.book_count || 1}
-                  subLabel={`${s.read_count}/${s.book_count} read`}
+                  subLabel={`${s.read_count}/${s.book_count} lu`}
                   color="hsl(142 60% 45%)"
                 />
               ))}
               {top_series.length === 0 && (
-                <p className="text-muted-foreground text-sm text-center py-4">No series yet</p>
+                <p className="text-muted-foreground text-sm text-center py-4">Aucune série pour le moment</p>
               )}
             </div>
           </CardContent>
@@ -267,7 +267,7 @@ export default async function DashboardPage() {
       {by_library.length > 0 && (
         <Card hover={false}>
           <CardHeader>
-            <CardTitle className="text-base">Libraries</CardTitle>
+            <CardTitle className="text-base">Bibliothèques</CardTitle>
           </CardHeader>
           <CardContent>
             <div className="grid grid-cols-1 md:grid-cols-2 gap-x-8 gap-y-4">
@@ -281,23 +281,23 @@ export default async function DashboardPage() {
                     <div
                       className="h-full transition-all duration-500"
                       style={{ width: `${(lib.read_count / Math.max(lib.book_count, 1)) * 100}%`, backgroundColor: "hsl(142 60% 45%)" }}
-                      title={`Read: ${lib.read_count}`}
+                      title={`Lu : ${lib.read_count}`}
                     />
                     <div
                       className="h-full transition-all duration-500"
                       style={{ width: `${(lib.reading_count / Math.max(lib.book_count, 1)) * 100}%`, backgroundColor: "hsl(45 93% 47%)" }}
-                      title={`In progress: ${lib.reading_count}`}
+                      title={`En cours : ${lib.reading_count}`}
                     />
                     <div
                       className="h-full transition-all duration-500"
                       style={{ width: `${(lib.unread_count / Math.max(lib.book_count, 1)) * 100}%`, backgroundColor: "hsl(220 13% 70%)" }}
-                      title={`Unread: ${lib.unread_count}`}
+                      title={`Non lu : ${lib.unread_count}`}
                     />
                   </div>
                   <div className="flex gap-3 text-[11px] text-muted-foreground">
-                    <span>{lib.book_count} books</span>
+                    <span>{lib.book_count} livres</span>
-                    <span className="text-success">{lib.read_count} read</span>
+                    <span className="text-success">{lib.read_count} lu</span>
-                    <span className="text-warning">{lib.reading_count} in progress</span>
+                    <span className="text-warning">{lib.reading_count} en cours</span>
                   </div>
                 </div>
               ))}
@@ -347,10 +347,10 @@ function StatCard({ icon, label, value, color }: { icon: string; label: string;
 
 function QuickLinks() {
   const links = [
-    { href: "/libraries", label: "Libraries", bg: "bg-primary/10", text: "text-primary", hoverBg: "group-hover:bg-primary", hoverText: "group-hover:text-primary-foreground", icon: <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M3 7v10a2 2 0 002 2h14a2 2 0 002-2V9a2 2 0 00-2-2h-6l-2-2H5a2 2 0 00-2 2z" /> },
+    { href: "/libraries", label: "Bibliothèques", bg: "bg-primary/10", text: "text-primary", hoverBg: "group-hover:bg-primary", hoverText: "group-hover:text-primary-foreground", icon: <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M3 7v10a2 2 0 002 2h14a2 2 0 002-2V9a2 2 0 00-2-2h-6l-2-2H5a2 2 0 00-2 2z" /> },
-    { href: "/books", label: "Books", bg: "bg-success/10", text: "text-success", hoverBg: "group-hover:bg-success", hoverText: "group-hover:text-white", icon: <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 6.253v13m0-13C10.832 5.477 9.246 5 7.5 5S4.168 5.477 3 6.253v13C4.168 18.477 5.754 18 7.5 18s3.332.477 4.5 1.253m0-13C13.168 5.477 14.754 5 16.5 5c1.747 0 3.332.477 4.5 1.253v13C19.832 18.477 18.247 18 16.5 18c-1.746 0-3.332.477-4.5 1.253" /> },
+    { href: "/books", label: "Livres", bg: "bg-success/10", text: "text-success", hoverBg: "group-hover:bg-success", hoverText: "group-hover:text-white", icon: <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 6.253v13m0-13C10.832 5.477 9.246 5 7.5 5S4.168 5.477 3 6.253v13C4.168 18.477 5.754 18 7.5 18s3.332.477 4.5 1.253m0-13C13.168 5.477 14.754 5 16.5 5c1.747 0 3.332.477 4.5 1.253v13C19.832 18.477 18.247 18 16.5 18c-1.746 0-3.332.477-4.5 1.253" /> },
-    { href: "/series", label: "Series", bg: "bg-warning/10", text: "text-warning", hoverBg: "group-hover:bg-warning", hoverText: "group-hover:text-white", icon: <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M19 11H5m14 0a2 2 0 012 2v6a2 2 0 01-2 2H5a2 2 0 01-2-2v-6a2 2 0 012-2m14 0V9a2 2 0 00-2-2M5 11V9a2 2 0 012-2m0 0V5a2 2 0 012-2h6a2 2 0 012 2v2M7 7h10" /> },
+    { href: "/series", label: "Séries", bg: "bg-warning/10", text: "text-warning", hoverBg: "group-hover:bg-warning", hoverText: "group-hover:text-white", icon: <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M19 11H5m14 0a2 2 0 012 2v6a2 2 0 01-2 2H5a2 2 0 01-2-2v-6a2 2 0 012-2m14 0V9a2 2 0 00-2-2M5 11V9a2 2 0 012-2m0 0V5a2 2 0 012-2h6a2 2 0 012 2v2M7 7h10" /> },
-    { href: "/jobs", label: "Jobs", bg: "bg-destructive/10", text: "text-destructive", hoverBg: "group-hover:bg-destructive", hoverText: "group-hover:text-destructive-foreground", icon: <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M13 10V3L4 14h7v7l9-11h-7z" /> },
+    { href: "/jobs", label: "Tâches", bg: "bg-destructive/10", text: "text-destructive", hoverBg: "group-hover:bg-destructive", hoverText: "group-hover:text-destructive-foreground", icon: <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M13 10V3L4 14h7v7l9-11h-7z" /> },
   ];
 
   return (

apps/backoffice/app/series/page.tsx

@@ -1,4 +1,4 @@
-import { fetchAllSeries, fetchLibraries, LibraryDto, SeriesDto, SeriesPageDto, getBookCoverUrl } from "../../lib/api";
+import { fetchAllSeries, fetchLibraries, fetchSeriesStatuses, LibraryDto, SeriesDto, SeriesPageDto, getBookCoverUrl } from "../../lib/api";
 import { MarkSeriesReadButton } from "../components/MarkSeriesReadButton";
 import { LiveSearchForm } from "../components/LiveSearchForm";
 import { Card, CardContent, OffsetPagination } from "../components/ui";
@@ -17,35 +17,55 @@ export default async function SeriesPage({
   const searchQuery = typeof searchParamsAwaited.q === "string" ? searchParamsAwaited.q : "";
   const readingStatus = typeof searchParamsAwaited.status === "string" ? searchParamsAwaited.status : undefined;
   const sort = typeof searchParamsAwaited.sort === "string" ? searchParamsAwaited.sort : undefined;
+  const seriesStatus = typeof searchParamsAwaited.series_status === "string" ? searchParamsAwaited.series_status : undefined;
+  const hasMissing = searchParamsAwaited.has_missing === "true";
   const page = typeof searchParamsAwaited.page === "string" ? parseInt(searchParamsAwaited.page) : 1;
   const limit = typeof searchParamsAwaited.limit === "string" ? parseInt(searchParamsAwaited.limit) : 20;
 
-  const [libraries, seriesPage] = await Promise.all([
+  const [libraries, seriesPage, dbStatuses] = await Promise.all([
     fetchLibraries().catch(() => [] as LibraryDto[]),
-    fetchAllSeries(libraryId, searchQuery || undefined, readingStatus, page, limit, sort).catch(
+    fetchAllSeries(libraryId, searchQuery || undefined, readingStatus, page, limit, sort, seriesStatus, hasMissing).catch(
       () => ({ items: [] as SeriesDto[], total: 0, page: 1, limit }) as SeriesPageDto
     ),
+    fetchSeriesStatuses().catch(() => [] as string[]),
   ]);
 
   const series = seriesPage.items;
   const totalPages = Math.ceil(seriesPage.total / limit);
   const sortOptions = [
-    { value: "", label: "Title" },
+    { value: "", label: "Titre" },
-    { value: "latest", label: "Latest added" },
+    { value: "latest", label: "Ajout récent" },
   ];
 
-  const hasFilters = searchQuery || libraryId || readingStatus || sort;
+  const hasFilters = searchQuery || libraryId || readingStatus || sort || seriesStatus || hasMissing;
 
   const libraryOptions = [
-    { value: "", label: "All libraries" },
+    { value: "", label: "Toutes les bibliothèques" },
     ...libraries.map((lib) => ({ value: lib.id, label: lib.name })),
   ];
 
   const statusOptions = [
-    { value: "", label: "All" },
+    { value: "", label: "Tous" },
-    { value: "unread", label: "Unread" },
+    { value: "unread", label: "Non lu" },
-    { value: "reading", label: "In progress" },
+    { value: "reading", label: "En cours" },
-    { value: "read", label: "Read" },
+    { value: "read", label: "Lu" },
+  ];
+
+  const KNOWN_STATUSES: Record<string, string> = {
+    ongoing: "En cours",
+    ended: "Terminée",
+    hiatus: "Hiatus",
+    cancelled: "Annulée",
+    upcoming: "À paraître",
+  };
+  const seriesStatusOptions = [
+    { value: "", label: "Tous les statuts" },
+    ...dbStatuses.map((s) => ({ value: s, label: KNOWN_STATUSES[s] || s })),
+  ];
+
+  const missingOptions = [
+    { value: "", label: "Tous" },
+    { value: "true", label: "Livres manquants" },
   ];
 
   return (
@@ -55,7 +75,7 @@ export default async function SeriesPage({
           <svg className="w-8 h-8 text-warning" fill="none" stroke="currentColor" viewBox="0 0 24 24">
             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M19 11H5m14 0a2 2 0 012 2v6a2 2 0 01-2 2H5a2 2 0 01-2-2v-6a2 2 0 012-2m14 0V9a2 2 0 00-2-2M5 11V9a2 2 0 012-2m0 0V5a2 2 0 012-2h6a2 2 0 012 2v2M7 7h10" />
           </svg>
-          Series
+          Séries
         </h1>
       </div>
 
@@ -64,10 +84,12 @@ export default async function SeriesPage({
           <LiveSearchForm
             basePath="/series"
             fields={[
-              { name: "q", type: "text", label: "Search", placeholder: "Search by series name...", className: "flex-1 w-full" },
+              { name: "q", type: "text", label: "Rechercher", placeholder: "Rechercher par nom de série...", className: "flex-1 w-full" },
-              { name: "library", type: "select", label: "Library", options: libraryOptions, className: "w-full sm:w-48" },
+              { name: "library", type: "select", label: "Bibliothèque", options: libraryOptions, className: "w-full sm:w-48" },
-              { name: "status", type: "select", label: "Status", options: statusOptions, className: "w-full sm:w-40" },
+              { name: "status", type: "select", label: "Lecture", options: statusOptions, className: "w-full sm:w-36" },
-              { name: "sort", type: "select", label: "Sort", options: sortOptions, className: "w-full sm:w-40" },
+              { name: "series_status", type: "select", label: "Statut", options: seriesStatusOptions, className: "w-full sm:w-36" },
+              { name: "has_missing", type: "select", label: "Manquant", options: missingOptions, className: "w-full sm:w-36" },
+              { name: "sort", type: "select", label: "Tri", options: sortOptions, className: "w-full sm:w-36" },
             ]}
           />
         </CardContent>
@@ -75,8 +97,8 @@ export default async function SeriesPage({
 
       {/* Results count */}
       <p className="text-sm text-muted-foreground mb-4">
-        {seriesPage.total} series
+        {seriesPage.total} séries
-        {searchQuery && <> matching &quot;{searchQuery}&quot;</>}
+        {searchQuery && <> correspondant à &quot;{searchQuery}&quot;</>}
       </p>
 
       {/* Series Grid */}
@@ -97,7 +119,7 @@ export default async function SeriesPage({
                   <div className="aspect-[2/3] relative bg-muted/50">
                     <Image
                       src={getBookCoverUrl(s.first_book_id)}
-                      alt={`Cover of ${s.name}`}
+                      alt={`Couverture de ${s.name}`}
                       fill
                       className="object-cover"
                       unoptimized
@@ -105,7 +127,7 @@ export default async function SeriesPage({
                   </div>
                   <div className="p-3">
                     <h3 className="font-medium text-foreground truncate text-sm" title={s.name}>
-                      {s.name === "unclassified" ? "Unclassified" : s.name}
+                      {s.name === "unclassified" ? "Non classé" : s.name}
                     </h3>
                     <div className="flex items-center justify-between mt-1">
                       <p className="text-xs text-muted-foreground">
@@ -117,6 +139,29 @@ export default async function SeriesPage({
                         booksReadCount={s.books_read_count}
                       />
                     </div>
+                    <div className="flex items-center gap-1 mt-1.5 flex-wrap">
+                      {s.series_status && (
+                        <span className={`text-[10px] px-1.5 py-0.5 rounded-full font-medium ${
+                          s.series_status === "ongoing" ? "bg-blue-500/15 text-blue-600" :
+                          s.series_status === "ended" ? "bg-green-500/15 text-green-600" :
+                          s.series_status === "hiatus" ? "bg-amber-500/15 text-amber-600" :
+                          s.series_status === "cancelled" ? "bg-red-500/15 text-red-600" :
+                          "bg-muted text-muted-foreground"
+                        }`}>
+                          {s.series_status === "ongoing" ? "En cours" :
+                           s.series_status === "ended" ? "Terminée" :
+                           s.series_status === "hiatus" ? "Hiatus" :
+                           s.series_status === "cancelled" ? "Annulée" :
+                           s.series_status === "upcoming" ? "À paraître" :
+                           s.series_status}
+                        </span>
+                      )}
+                      {s.missing_count != null && s.missing_count > 0 && (
+                        <span className="text-[10px] px-1.5 py-0.5 rounded-full font-medium bg-yellow-500/15 text-yellow-600">
+                          {s.missing_count} manquant{s.missing_count > 1 ? "s" : ""}
+                        </span>
+                      )}
+                    </div>
                   </div>
                 </div>
               </Link>
@@ -138,7 +183,7 @@ export default async function SeriesPage({
             </svg>
           </div>
           <p className="text-muted-foreground text-lg">
-            {hasFilters ? "No series found matching your filters" : "No series available"}
+            {hasFilters ? "Aucune série trouvée correspondant à vos filtres" : "Aucune série disponible"}
           </p>
         </div>
       )}

apps/backoffice/app/settings/SettingsPage.tsx

@@ -55,13 +55,13 @@ export default function SettingsPage({ initialSettings, initialCacheStats, initi
         body: JSON.stringify({ value })
       });
       if (response.ok) {
-        setSaveMessage("Settings saved successfully");
+        setSaveMessage("Paramètres enregistrés avec succès");
         setTimeout(() => setSaveMessage(null), 3000);
       } else {
-        setSaveMessage("Failed to save settings");
+        setSaveMessage("Échec de l'enregistrement des paramètres");
       }
     } catch (error) {
-      setSaveMessage("Error saving settings");
+      setSaveMessage("Erreur lors de l'enregistrement des paramètres");
     } finally {
       setIsSaving(false);
     }
@@ -81,7 +81,7 @@ export default function SettingsPage({ initialSettings, initialCacheStats, initi
         setCacheStats(stats);
       }
     } catch (error) {
-      setClearResult({ success: false, message: "Failed to clear cache" });
+      setClearResult({ success: false, message: "Échec du vidage du cache" });
     } finally {
       setIsClearing(false);
     }
@@ -150,8 +150,8 @@ export default function SettingsPage({ initialSettings, initialCacheStats, initi
   const [activeTab, setActiveTab] = useState<"general" | "integrations">("general");
 
   const tabs = [
-    { id: "general" as const, label: "General", icon: "settings" as const },
+    { id: "general" as const, label: "Général", icon: "settings" as const },
-    { id: "integrations" as const, label: "Integrations", icon: "refresh" as const },
+    { id: "integrations" as const, label: "Intégrations", icon: "refresh" as const },
   ];
 
   return (
@@ -159,7 +159,7 @@ export default function SettingsPage({ initialSettings, initialCacheStats, initi
       <div className="mb-6">
         <h1 className="text-3xl font-bold text-foreground flex items-center gap-3">
           <Icon name="settings" size="xl" />
-          Settings
+          Paramètres
         </h1>
       </div>
 
@@ -195,15 +195,15 @@ export default function SettingsPage({ initialSettings, initialCacheStats, initi
         <CardHeader>
           <CardTitle className="flex items-center gap-2">
             <Icon name="image" size="md" />
-            Image Processing
+            Traitement d&apos;images
           </CardTitle>
-          <CardDescription>These settings only apply when a client explicitly requests format conversion via the API (e.g. <code className="text-xs bg-muted px-1 rounded">?format=webp&amp;width=800</code>). Pages served without parameters are delivered as-is from the archive, with no processing.</CardDescription>
+          <CardDescription>Ces paramètres s&apos;appliquent uniquement lorsqu&apos;un client demande explicitement une conversion de format via l&apos;API (ex. <code className="text-xs bg-muted px-1 rounded">?format=webp&amp;width=800</code>). Les pages servies sans paramètres sont livrées telles quelles depuis l&apos;archive, sans traitement.</CardDescription>
         </CardHeader>
         <CardContent>
           <div className="space-y-4">
             <FormRow>
               <FormField className="flex-1">
-                <label className="text-sm font-medium text-muted-foreground mb-1 block">Default Output Format</label>
+                <label className="text-sm font-medium text-muted-foreground mb-1 block">Format de sortie par défaut</label>
                 <FormSelect
                   value={settings.image_processing.format}
                   onChange={(e) => {
@@ -218,7 +218,7 @@ export default function SettingsPage({ initialSettings, initialCacheStats, initi
                 </FormSelect>
               </FormField>
               <FormField className="flex-1">
-                <label className="text-sm font-medium text-muted-foreground mb-1 block">Default Quality (1-100)</label>
+                <label className="text-sm font-medium text-muted-foreground mb-1 block">Qualité par défaut (1-100)</label>
                 <FormInput 
                   type="number" 
                   min={1} 
@@ -235,7 +235,7 @@ export default function SettingsPage({ initialSettings, initialCacheStats, initi
             </FormRow>
             <FormRow>
               <FormField className="flex-1">
-                <label className="text-sm font-medium text-muted-foreground mb-1 block">Default Resize Filter</label>
+                <label className="text-sm font-medium text-muted-foreground mb-1 block">Filtre de redimensionnement par défaut</label>
                 <FormSelect 
                   value={settings.image_processing.filter}
                   onChange={(e) => {

apps/backoffice/app/tokens/page.tsx

@@ -45,15 +45,15 @@ export default async function TokensPage({
           <svg className="w-8 h-8 text-destructive" fill="none" stroke="currentColor" viewBox="0 0 24 24">
             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M15 7a2 2 0 012 2m4 0a6 6 0 01-7.743 5.743L11 17H9v2H7v2H4a1 1 0 01-1-1v-2.586a1 1 0 01.293-.707l5.964-5.964A6 6 0 1121 9z" />
           </svg>
-          API Tokens
+          Jetons API
         </h1>
       </div>
 
       {params.created ? (
         <Card className="mb-6 border-success/50 bg-success/5">
           <CardHeader>
-            <CardTitle className="text-success">Token Created</CardTitle>
+            <CardTitle className="text-success">Jeton créé</CardTitle>
-            <CardDescription>Copy it now, it won't be shown again</CardDescription>
+            <CardDescription>Copiez-le maintenant, il ne sera plus affiché</CardDescription>
           </CardHeader>
           <CardContent>
             <pre className="p-4 bg-background rounded-lg text-sm font-mono text-foreground overflow-x-auto border">{params.created}</pre>
@@ -63,22 +63,22 @@ export default async function TokensPage({
 
       <Card className="mb-6">
         <CardHeader>
-          <CardTitle>Create New Token</CardTitle>
+          <CardTitle>Créer un nouveau jeton</CardTitle>
-          <CardDescription>Generate a new API token with the desired scope</CardDescription>
+          <CardDescription>Générer un nouveau jeton API avec la portée souhaitée</CardDescription>
         </CardHeader>
         <CardContent>
           <form action={createTokenAction}>
             <FormRow>
               <FormField className="flex-1 min-w-48">
-                <FormInput name="name" placeholder="Token name" required />
+                <FormInput name="name" placeholder="Nom du jeton" required />
               </FormField>
               <FormField className="w-32">
                 <FormSelect name="scope" defaultValue="read">
-                  <option value="read">Read</option>
+                  <option value="read">Lecture</option>
                   <option value="admin">Admin</option>
                 </FormSelect>
               </FormField>
-              <Button type="submit">Create Token</Button>
+              <Button type="submit">Créer le jeton</Button>
             </FormRow>
           </form>
         </CardContent>
@@ -89,10 +89,10 @@ export default async function TokensPage({
           <table className="w-full">
             <thead>
               <tr className="border-b border-border/60 bg-muted/50">
-                <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Name</th>
+                <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Nom</th>
-                <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Scope</th>
+                <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Portée</th>
-                <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Prefix</th>
+                <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Préfixe</th>
-                <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Status</th>
+                <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Statut</th>
                 <th className="px-4 py-3 text-left text-xs font-semibold text-muted-foreground uppercase tracking-wider">Actions</th>
               </tr>
             </thead>
@@ -110,9 +110,9 @@ export default async function TokensPage({
                   </td>
                   <td className="px-4 py-3 text-sm">
                     {token.revoked_at ? (
-                      <Badge variant="error">Revoked</Badge>
+                      <Badge variant="error">Révoqué</Badge>
                     ) : (
-                      <Badge variant="success">Active</Badge>
+                      <Badge variant="success">Actif</Badge>
                     )}
                   </td>
                   <td className="px-4 py-3">
@@ -123,7 +123,7 @@ export default async function TokensPage({
                           <svg className="w-4 h-4 mr-1" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M10 14l2-2m0 0l2-2m-2 2l-2-2m2 2l2 2m7-2a9 9 0 11-18 0 9 9 0 0118 0z" />
                           </svg>
-                          Revoke
+                          Révoquer
                         </Button>
                       </form>
                     ) : (
@@ -133,7 +133,7 @@ export default async function TokensPage({
                           <svg className="w-4 h-4 mr-1" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                             <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M19 7l-.867 12.142A2 2 0 0116.138 21H7.862a2 2 0 01-1.995-1.858L5 7m5 4v6m4-6v6m1-10V4a1 1 0 00-1-1h-4a1 1 0 00-1 1v3M4 7h16" />
                           </svg>
-                          Delete
+                          Supprimer
                         </Button>
                       </form>
                     )}

apps/backoffice/lib/api.ts

@@ -9,6 +9,7 @@ export type LibraryDto = {
   next_scan_at: string | null;
   watcher_enabled: boolean;
   metadata_provider: string | null;
+  fallback_metadata_provider: string | null;
 };
 
 export type IndexJobDto = {
@@ -120,6 +121,8 @@ export type SeriesDto = {
   books_read_count: number;
   first_book_id: string;
   library_id: string;
+  series_status: string | null;
+  missing_count: number | null;
 };
 
 export function config() {
@@ -296,10 +299,14 @@ export async function fetchSeries(
   libraryId: string,
   page: number = 1,
   limit: number = 50,
+  seriesStatus?: string,
+  hasMissing?: boolean,
 ): Promise<SeriesPageDto> {
   const params = new URLSearchParams();
   params.set("page", page.toString());
   params.set("limit", limit.toString());
+  if (seriesStatus) params.set("series_status", seriesStatus);
+  if (hasMissing) params.set("has_missing", "true");
 
   return apiFetch<SeriesPageDto>(
     `/libraries/${libraryId}/series?${params.toString()}`,
@@ -313,18 +320,26 @@ export async function fetchAllSeries(
   page: number = 1,
   limit: number = 50,
   sort?: string,
+  seriesStatus?: string,
+  hasMissing?: boolean,
 ): Promise<SeriesPageDto> {
   const params = new URLSearchParams();
   if (libraryId) params.set("library_id", libraryId);
   if (q) params.set("q", q);
   if (readingStatus) params.set("reading_status", readingStatus);
   if (sort) params.set("sort", sort);
+  if (seriesStatus) params.set("series_status", seriesStatus);
+  if (hasMissing) params.set("has_missing", "true");
   params.set("page", page.toString());
   params.set("limit", limit.toString());
 
   return apiFetch<SeriesPageDto>(`/series?${params.toString()}`);
 }
 
+export async function fetchSeriesStatuses(): Promise<string[]> {
+  return apiFetch<string[]>("/series/statuses");
+}
+
 export async function searchBooks(
   query: string,
   libraryId?: string,
@@ -726,9 +741,55 @@ export async function deleteMetadataLink(id: string) {
   });
 }
 
-export async function updateLibraryMetadataProvider(libraryId: string, provider: string | null) {
+export async function updateLibraryMetadataProvider(libraryId: string, provider: string | null, fallbackProvider?: string | null) {
   return apiFetch<LibraryDto>(`/libraries/${libraryId}/metadata-provider`, {
     method: "PATCH",
-    body: JSON.stringify({ metadata_provider: provider }),
+    body: JSON.stringify({ metadata_provider: provider, fallback_metadata_provider: fallbackProvider }),
   });
 }
+
+// ---------------------------------------------------------------------------
+// Batch Metadata
+// ---------------------------------------------------------------------------
+
+export type MetadataBatchReportDto = {
+  job_id: string;
+  status: string;
+  total_series: number;
+  processed: number;
+  auto_matched: number;
+  no_results: number;
+  too_many_results: number;
+  low_confidence: number;
+  already_linked: number;
+  errors: number;
+};
+
+export type MetadataBatchResultDto = {
+  id: string;
+  series_name: string;
+  status: string;
+  provider_used: string | null;
+  fallback_used: boolean;
+  candidates_count: number;
+  best_confidence: number | null;
+  best_candidate_json: Record<string, unknown> | null;
+  link_id: string | null;
+  error_message: string | null;
+};
+
+export async function startMetadataBatch(libraryId: string) {
+  return apiFetch<{ id: string; status: string }>("/metadata/batch", {
+    method: "POST",
+    body: JSON.stringify({ library_id: libraryId }),
+  });
+}
+
+export async function getMetadataBatchReport(jobId: string) {
+  return apiFetch<MetadataBatchReportDto>(`/metadata/batch/${jobId}/report`);
+}
+
+export async function getMetadataBatchResults(jobId: string, status?: string) {
+  const params = status ? `?status=${status}` : "";
+  return apiFetch<MetadataBatchResultDto[]>(`/metadata/batch/${jobId}/results${params}`);
+}

apps/indexer/src/job.rs

@@ -36,6 +36,9 @@ pub async fn cleanup_stale_jobs(pool: &PgPool) -> Result<()> {
     Ok(())
 }
 
+/// Job types processed by the API, not the indexer.
+const API_ONLY_JOB_TYPES: &[&str] = &["metadata_batch"];
+
 /// Job types that modify book/thumbnail data and must not run concurrently.
 const EXCLUSIVE_JOB_TYPES: &[&str] = &[
     "rebuild",
@@ -75,6 +78,7 @@ pub async fn claim_next_job(pool: &PgPool) -> Result<Option<(Uuid, Option<Uuid>)
         SELECT j.id, j.type, j.library_id
         FROM index_jobs j
         WHERE j.status = 'pending'
+          AND j.type != ALL($3)
           AND (
             -- Exclusive jobs: only if no other exclusive job is active
             (j.type = ANY($1) AND NOT $2::bool)
@@ -96,6 +100,7 @@ pub async fn claim_next_job(pool: &PgPool) -> Result<Option<(Uuid, Option<Uuid>)
     )
     .bind(EXCLUSIVE_JOB_TYPES)
     .bind(has_active_exclusive)
+    .bind(API_ONLY_JOB_TYPES)
     .fetch_optional(&mut *tx)
     .await?;
 

infra/migrations/0034_add_metadata_batch.sql

@@ -0,0 +1,22 @@
+-- Add fallback_metadata_provider to libraries
+ALTER TABLE libraries ADD COLUMN fallback_metadata_provider TEXT;
+
+-- Table to store batch metadata job results (one row per series per job)
+CREATE TABLE metadata_batch_results (
+    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
+    job_id UUID NOT NULL REFERENCES index_jobs(id) ON DELETE CASCADE,
+    library_id UUID NOT NULL REFERENCES libraries(id) ON DELETE CASCADE,
+    series_name TEXT NOT NULL,
+    status TEXT NOT NULL,  -- 'auto_matched', 'pending_review', 'no_results', 'too_many_results', 'low_confidence', 'already_linked', 'error'
+    provider_used TEXT,
+    fallback_used BOOLEAN NOT NULL DEFAULT FALSE,
+    candidates_count INTEGER NOT NULL DEFAULT 0,
+    best_confidence REAL,
+    best_candidate_json JSONB,
+    link_id UUID REFERENCES external_metadata_links(id) ON DELETE SET NULL,
+    error_message TEXT,
+    created_at TIMESTAMPTZ NOT NULL DEFAULT NOW()
+);
+
+CREATE INDEX idx_mbr_job_id ON metadata_batch_results(job_id);
+CREATE INDEX idx_mbr_status ON metadata_batch_results(status);

infra/migrations/0035_add_metadata_batch_job_type.sql

@@ -0,0 +1,5 @@
+-- Allow metadata_batch job type in index_jobs
+ALTER TABLE index_jobs
+  DROP CONSTRAINT IF EXISTS index_jobs_type_check,
+  ADD CONSTRAINT index_jobs_type_check
+    CHECK (type IN ('scan', 'rebuild', 'full_rebuild', 'thumbnail_rebuild', 'thumbnail_regenerate', 'cbr_to_cbz', 'metadata_batch'));

infra/migrations/0036_normalize_series_status.sql

@@ -0,0 +1,8 @@
+-- Normalize series_metadata.status values from provider-specific strings to standard enum values
+UPDATE series_metadata SET status = 'ongoing' WHERE LOWER(status) LIKE '%en cours%';
+UPDATE series_metadata SET status = 'ended' WHERE LOWER(status) LIKE '%finie%' OR LOWER(status) LIKE '%terminée%';
+UPDATE series_metadata SET status = 'hiatus' WHERE LOWER(status) LIKE '%hiatus%' OR LOWER(status) LIKE '%suspendue%';
+UPDATE series_metadata SET status = 'cancelled' WHERE LOWER(status) LIKE '%annulée%' OR LOWER(status) LIKE '%arrêtée%';
+UPDATE series_metadata SET status = 'upcoming' WHERE LOWER(status) LIKE '%not_yet_released%';
+UPDATE series_metadata SET status = 'ongoing' WHERE LOWER(status) = 'releasing';
+UPDATE series_metadata SET status = 'ended' WHERE LOWER(status) = 'finished';