diff --git a/api/db/services/document_service.py b/api/db/services/document_service.py
index 8671aa9890..4782bf85de 100644
--- a/api/db/services/document_service.py
+++ b/api/db/services/document_service.py
@@ -522,15 +522,21 @@ class DocumentService(CommonService):
     @classmethod
     @DB.connection_context()
     def get_unfinished_docs(cls):
-        fields = [cls.model.id, cls.model.process_begin_at, cls.model.parser_config, cls.model.progress_msg, cls.model.run, cls.model.parser_id]
-        unfinished_task_query = Task.select(Task.doc_id).where((Task.progress >= 0) & (Task.progress < 1))
+        fields = [cls.model.id, cls.model.process_begin_at, cls.model.parser_config, cls.model.progress_msg,
+                  cls.model.run, cls.model.parser_id]
+        unfinished_task_query = Task.select(Task.doc_id).where(
+            (Task.progress >= 0) & (Task.progress < 1)
+        )
+        docs_with_non_failed_tasks = Task.select(Task.doc_id).where(Task.progress >= 0).distinct()
 
         docs = cls.model.select(*fields).where(
             cls.model.status == StatusEnum.VALID.value,
             ~(cls.model.type == FileType.VIRTUAL.value),
             ((cls.model.run.is_null(True)) | (cls.model.run != TaskStatus.CANCEL.value)),
-            (((cls.model.progress < 1) & (cls.model.progress > 0)) | (cls.model.id.in_(unfinished_task_query))),
-        )  # including unfinished tasks like GraphRAG, RAPTOR and Mindmap
+            (((cls.model.progress < 1) & (cls.model.progress > 0)) |
+             (cls.model.id.in_(unfinished_task_query)) |
+             ((cls.model.progress == -1) & (cls.model.run == TaskStatus.FAIL.value) &
+              (cls.model.id.in_(docs_with_non_failed_tasks)))))  # including GraphRAG/RAPTOR/Mindmap; re-sync failed docs
         return list(docs.dicts())
 
     @classmethod
@@ -850,6 +856,8 @@ class DocumentService(CommonService):
                 elif finished:
                     prg = 1
                     status = TaskStatus.DONE.value
+                elif not finished:
+                    status = TaskStatus.RUNNING.value
 
                 # only for special task and parsed docs and unfinished
                 freeze_progress = special_task_running and doc_progress >= 1 and not finished
diff --git a/api/db/services/task_service.py b/api/db/services/task_service.py
index 3975c0ec3f..8081732307 100644
--- a/api/db/services/task_service.py
+++ b/api/db/services/task_service.py
@@ -304,9 +304,8 @@ class TaskService(CommonService):
 
         Update Rules:
             - progress_msg: Always appends the new message to the existing one, and trims the result to max 3000 lines.
-            - progress: Only updates if the current progress is not -1 AND
-                        (the new progress is -1 OR greater than the existing progress),
-                        to avoid overwriting valid progress with invalid or regressive values.
+            - progress: Updates when (a) new progress >= 1 (allows recovery from -1), or
+                        (b) current progress != -1 AND (new progress is -1 OR greater than existing).
 
         Args:
             id (str): The unique identifier of the task to update.
@@ -327,10 +326,8 @@ class TaskService(CommonService):
                 prog = info["progress"]
                 cls.model.update(progress=prog).where(
                     (cls.model.id == id) &
-                    (
-                            (cls.model.progress != -1) &
-                            ((prog == -1) | (prog > cls.model.progress))
-                    )
+                    ((prog >= 1) | ((cls.model.progress != -1) &
+                    ((prog == -1) | (prog > cls.model.progress))))
                 ).execute()
         else:
             with DB.lock("update_progress", -1):
@@ -341,10 +338,8 @@ class TaskService(CommonService):
                     prog = info["progress"]
                     cls.model.update(progress=prog).where(
                         (cls.model.id == id) &
-                        (
-                            (cls.model.progress != -1) &
-                            ((prog == -1) | (prog > cls.model.progress))
-                        )
+                        ((prog >= 1) | ((cls.model.progress != -1) &
+                        ((prog == -1) | (prog > cls.model.progress))))
                     ).execute()
 
         process_duration = (datetime.now() - task.begin_at).total_seconds()