diff --git a/deepdoc/parser/figure_parser.py b/deepdoc/parser/figure_parser.py
index b86f16a29..24b030716 100644
--- a/deepdoc/parser/figure_parser.py
+++ b/deepdoc/parser/figure_parser.py
@@ -13,7 +13,7 @@
 #  See the License for the specific language governing permissions and
 #  limitations under the License.
 #
-
+from concurrent.futures import ThreadPoolExecutor, as_completed
 
 from PIL import Image
 
@@ -28,6 +28,7 @@ def vision_figure_parser_figure_data_wraper(figures_data_without_positions):
     ) for figure_data in figures_data_without_positions if isinstance(figure_data[1], Image.Image)]
 
 
+shared_executor = ThreadPoolExecutor(max_workers=10)
 class VisionFigureParser:
     def __init__(self, vision_model, figures_data, *args, **kwargs):
         self.vision_model = vision_model
@@ -73,16 +74,21 @@ class VisionFigureParser:
     def __call__(self, **kwargs):
         callback = kwargs.get("callback", lambda prog, msg: None)
 
-        for idx, img_binary in enumerate(self.figures or []):
-            figure_num = idx  # 0-based
-
-            txt = picture_vision_llm_chunk(
-                binary=img_binary,
+        def process(figure_idx, figure_binary):
+            description_text = picture_vision_llm_chunk(
+                binary=figure_binary,
                 vision_model=self.vision_model,
                 prompt=vision_llm_figure_describe_prompt(),
                 callback=callback,
             )
+            return figure_idx, description_text
 
+        futures = []
+        for idx, img_binary in enumerate(self.figures or []):
+            futures.append(shared_executor.submit(process, idx, img_binary))
+
+        for future in as_completed(futures):
+            figure_num, txt = future.result()
             if txt:
                 self.descriptions[figure_num] = txt + "\n".join(self.descriptions[figure_num])
 
diff --git a/rag/svr/task_executor.py b/rag/svr/task_executor.py
index 379581aa3..cf4028f1b 100644
--- a/rag/svr/task_executor.py
+++ b/rag/svr/task_executor.py
@@ -99,8 +99,10 @@ CURRENT_TASKS = {}
 
 MAX_CONCURRENT_TASKS = int(os.environ.get('MAX_CONCURRENT_TASKS', "5"))
 MAX_CONCURRENT_CHUNK_BUILDERS = int(os.environ.get('MAX_CONCURRENT_CHUNK_BUILDERS', "1"))
+MAX_CONCURRENT_MINIO = int(os.environ.get('MAX_CONCURRENT_MINIO', '10'))
 task_limiter = trio.CapacityLimiter(MAX_CONCURRENT_TASKS)
 chunk_limiter = trio.CapacityLimiter(MAX_CONCURRENT_CHUNK_BUILDERS)
+minio_limiter = trio.CapacityLimiter(MAX_CONCURRENT_MINIO)
 WORKER_HEARTBEAT_TIMEOUT = int(os.environ.get('WORKER_HEARTBEAT_TIMEOUT', '120'))
 stop_event = threading.Event()
 
@@ -270,38 +272,43 @@ async def build_chunks(task, progress_callback):
     }
     if task["pagerank"]:
         doc[PAGERANK_FLD] = int(task["pagerank"])
-    el = 0
-    for ck in cks:
-        d = copy.deepcopy(doc)
-        d.update(ck)
-        d["id"] = xxhash.xxh64((ck["content_with_weight"] + str(d["doc_id"])).encode("utf-8")).hexdigest()
-        d["create_time"] = str(datetime.now()).replace("T", " ")[:19]
-        d["create_timestamp_flt"] = datetime.now().timestamp()
-        if not d.get("image"):
-            _ = d.pop("image", None)
-            d["img_id"] = ""
-            docs.append(d)
-            continue
+    st = timer()
 
+    async def upload_to_minio(document, chunk):
         try:
-            output_buffer = BytesIO()
-            if isinstance(d["image"], bytes):
-                output_buffer = BytesIO(d["image"])
-            else:
-                d["image"].save(output_buffer, format='JPEG')
+            async with minio_limiter:
+                d = copy.deepcopy(document)
+                d.update(chunk)
+                d["id"] = xxhash.xxh64((chunk["content_with_weight"] + str(d["doc_id"])).encode("utf-8")).hexdigest()
+                d["create_time"] = str(datetime.now()).replace("T", " ")[:19]
+                d["create_timestamp_flt"] = datetime.now().timestamp()
+                if not d.get("image"):
+                    _ = d.pop("image", None)
+                    d["img_id"] = ""
+                    docs.append(d)
+                    return
 
-            st = timer()
-            await trio.to_thread.run_sync(lambda: STORAGE_IMPL.put(task["kb_id"], d["id"], output_buffer.getvalue()))
-            el += timer() - st
+                output_buffer = BytesIO()
+                if isinstance(d["image"], bytes):
+                    output_buffer = BytesIO(d["image"])
+                else:
+                    d["image"].save(output_buffer, format='JPEG')
+                await trio.to_thread.run_sync(lambda: STORAGE_IMPL.put(task["kb_id"], d["id"], output_buffer.getvalue()))
+
+                d["img_id"] = "{}-{}".format(task["kb_id"], d["id"])
+                del d["image"]
+                docs.append(d)
         except Exception:
             logging.exception(
                 "Saving image of chunk {}/{}/{} got exception".format(task["location"], task["name"], d["id"]))
             raise
 
-        d["img_id"] = "{}-{}".format(task["kb_id"], d["id"])
-        del d["image"]
-        docs.append(d)
-    logging.info("MINIO PUT({}):{}".format(task["name"], el))
+    async with trio.open_nursery() as nursery:
+        for ck in cks:
+            nursery.start_soon(upload_to_minio, doc, ck)
+
+    el = timer() - st
+    logging.info("MINIO PUT({}) cost {:.3f} s".format(task["name"], el))
 
     if task["parser_config"].get("auto_keywords", 0):
         st = timer()