diff --git a/api/core/tools/utils/web_reader_tool.py b/api/core/tools/utils/web_reader_tool.py
index 5807d61b94..3aae31e93a 100644
--- a/api/core/tools/utils/web_reader_tool.py
+++ b/api/core/tools/utils/web_reader_tool.py
@@ -356,3 +356,19 @@ def content_digest(element):
                 digest.update(child.encode("utf-8"))
             digest = digest.hexdigest()
     return digest
+
+
+def get_image_upload_file_ids(content):
+    pattern = r"!\[image\]\((http?://.*?(file-preview|image-preview))\)"
+    matches = re.findall(pattern, content)
+    image_upload_file_ids = []
+    for match in matches:
+        if match[1] == "file-preview":
+            content_pattern = r"files/([^/]+)/file-preview"
+        else:
+            content_pattern = r"files/([^/]+)/image-preview"
+        content_match = re.search(content_pattern, match[0])
+        if content_match:
+            image_upload_file_id = content_match.group(1)
+            image_upload_file_ids.append(image_upload_file_id)
+    return image_upload_file_ids
diff --git a/api/tasks/clean_dataset_task.py b/api/tasks/clean_dataset_task.py
index 3624903801..4d45df4d2a 100644
--- a/api/tasks/clean_dataset_task.py
+++ b/api/tasks/clean_dataset_task.py
@@ -5,6 +5,7 @@ import click
 from celery import shared_task
 
 from core.rag.index_processor.index_processor_factory import IndexProcessorFactory
+from core.tools.utils.web_reader_tool import get_image_upload_file_ids
 from extensions.ext_database import db
 from extensions.ext_storage import storage
 from models.dataset import (
@@ -67,6 +68,16 @@ def clean_dataset_task(
                 db.session.delete(document)
 
             for segment in segments:
+                image_upload_file_ids = get_image_upload_file_ids(segment.content)
+                for upload_file_id in image_upload_file_ids:
+                    image_file = db.session.query(UploadFile).filter(UploadFile.id == upload_file_id).first()
+                    try:
+                        storage.delete(image_file.key)
+                    except Exception:
+                        logging.exception(
+                            "Delete image_files failed when storage deleted, \
+                                          image_upload_file_is: {}".format(upload_file_id)
+                        )
                 db.session.delete(segment)
 
         db.session.query(DatasetProcessRule).filter(DatasetProcessRule.dataset_id == dataset_id).delete()
diff --git a/api/tasks/clean_document_task.py b/api/tasks/clean_document_task.py
index ae2855aa2e..54c89450c9 100644
--- a/api/tasks/clean_document_task.py
+++ b/api/tasks/clean_document_task.py
@@ -6,6 +6,7 @@ import click
 from celery import shared_task
 
 from core.rag.index_processor.index_processor_factory import IndexProcessorFactory
+from core.tools.utils.web_reader_tool import get_image_upload_file_ids
 from extensions.ext_database import db
 from extensions.ext_storage import storage
 from models.dataset import Dataset, DocumentSegment
@@ -40,6 +41,16 @@ def clean_document_task(document_id: str, dataset_id: str, doc_form: str, file_i
             index_processor.clean(dataset, index_node_ids)
 
             for segment in segments:
+                image_upload_file_ids = get_image_upload_file_ids(segment.content)
+                for upload_file_id in image_upload_file_ids:
+                    image_file = db.session.query(UploadFile).filter(UploadFile.id == upload_file_id).first()
+                    try:
+                        storage.delete(image_file.key)
+                    except Exception:
+                        logging.exception(
+                            "Delete image_files failed when storage deleted, \
+                                          image_upload_file_is: {}".format(upload_file_id)
+                        )
                 db.session.delete(segment)
 
             db.session.commit()