diff --git a/deepdoc/vision/layout_recognizer.py b/deepdoc/vision/layout_recognizer.py
index 39e6e92b5..e7ad76105 100644
--- a/deepdoc/vision/layout_recognizer.py
+++ b/deepdoc/vision/layout_recognizer.py
@@ -15,6 +15,8 @@ import re
 from collections import Counter
 from copy import deepcopy
 import numpy as np
+
+from api.db import ParserType
 from api.utils.file_utils import get_project_base_directory
 from deepdoc.vision import Recognizer
 
@@ -35,6 +37,7 @@ class LayoutRecognizer(Recognizer):
         ]
     def __init__(self, domain):
         super().__init__(self.labels, domain, os.path.join(get_project_base_directory(), "rag/res/deepdoc/"))
+        self.garbage_layouts = ["footer", "header", "reference"]
 
     def __call__(self, image_list, ocr_res, scale_factor=3, thr=0.2, batch_size=16):
         def __is_garbage(b):
@@ -85,7 +88,7 @@ class LayoutRecognizer(Recognizer):
                         i += 1
                         continue
                     lts_[ii]["visited"] = True
-                    if lts_[ii]["type"] in ["footer", "header", "reference"]:
+                    if lts_[ii]["type"] in self.garbage_layouts:
                         if lts_[ii]["type"] not in garbages:
                             garbages[lts_[ii]["type"]] = []
                         garbages[lts_[ii]["type"]].append(bxs[i]["text"])
diff --git a/docker/entrypoint.sh b/docker/entrypoint.sh
index f1e7c1ec6..a37423506 100644
--- a/docker/entrypoint.sh
+++ b/docker/entrypoint.sh
@@ -6,11 +6,10 @@ export LD_LIBRARY_PATH=/usr/lib/x86_64-linux-gnu/
 
 PY=/root/miniconda3/envs/py11/bin/python
 
-
-
 function task_exe(){
-  sleep 60;
-  while [ 1 -eq 1 ];do mpirun -n 4 --allow-run-as-root $PY rag/svr/task_executor.py ; done
+    while [ 1 -eq 1 ];do
+      $PY rag/svr/task_executor.py $1 $2;
+    done
 }
 
 function watch_broker(){
@@ -29,7 +28,12 @@ function task_bro(){
 }
 
 task_bro &
-task_exe &
+
+WS=8
+for ((i=0;i<WS;i++))
+do
+  task_exe $i $WS &
+done
 
 $PY api/ragflow_server.py
 
diff --git a/rag/nlp/__init__.py b/rag/nlp/__init__.py
index 00a41b21c..b027ac7b6 100644
--- a/rag/nlp/__init__.py
+++ b/rag/nlp/__init__.py
@@ -119,7 +119,6 @@ def add_positions(d, poss):
         d["page_num_int"].append(pn + 1)
         d["top_int"].append(top)
         d["position_int"].append((pn + 1, left, right, top, bottom))
-    d["top_int"] = d["top_int"][:1]
 
 
 def remove_contents_table(sections, eng=False):
diff --git a/rag/nlp/query.py b/rag/nlp/query.py
index b7367437c..74865471e 100644
--- a/rag/nlp/query.py
+++ b/rag/nlp/query.py
@@ -157,11 +157,11 @@ class EsQueryer:
         s = 1e-9
         for k, v in qtwt.items():
             if k in dtwt:
-                s += v * dtwt[k]
+                s += v# * dtwt[k]
         q = 1e-9
         for k, v in qtwt.items():
             q += v * v
         d = 1e-9
         for k, v in dtwt.items():
             d += v * v
-        return s / math.sqrt(q) / math.sqrt(d)
+        return s / q#math.sqrt(q) / math.sqrt(d)
diff --git a/rag/nlp/search.py b/rag/nlp/search.py
index 39ab8e038..361387daa 100644
--- a/rag/nlp/search.py
+++ b/rag/nlp/search.py
@@ -192,7 +192,7 @@ class Dealer:
         return [float(t) for t in txt.split("\t")]
 
     def insert_citations(self, answer, chunks, chunk_v,
-                         embd_mdl, tkweight=0.3, vtweight=0.7):
+                         embd_mdl, tkweight=0.7, vtweight=0.3):
         assert len(chunks) == len(chunk_v)
         pieces = re.split(r"([；。？!！\n]|[a-z][.?;!][ \n])", answer)
         for i in range(1, len(pieces)):
@@ -224,7 +224,7 @@ class Dealer:
                                                             chunks_tks,
                                                             tkweight, vtweight)
             mx = np.max(sim) * 0.99
-            if mx < 0.55:
+            if mx < 0.35:
                 continue
             cites[idx[i]] = list(
                 set([str(ii) for ii in range(len(chunk_v)) if sim[ii] > mx]))[:4]
@@ -237,7 +237,7 @@ class Dealer:
             if i not in cites:
                 continue
             for c in cites[i]: assert int(c) < len(chunk_v)
-            res += "##%s$$" % "$".join(cites[i])
+            for c in cites[i]: res += f" ##{c}$$"
 
         return res
 
diff --git a/rag/nlp/term_weight.py b/rag/nlp/term_weight.py
index 3c60808fd..c17cbb072 100644
--- a/rag/nlp/term_weight.py
+++ b/rag/nlp/term_weight.py
@@ -152,6 +152,7 @@ class Dealer:
         def ner(t):
             if not self.ne or t not in self.ne:
                 return 1
+            if re.match(r"[0-9,.]+$", t): return 2
             m = {"toxic": 2, "func": 1, "corp": 3, "loca": 3, "sch": 3, "stock": 3,
                  "firstnm": 1}
             return m[self.ne[t]]
diff --git a/rag/settings.py b/rag/settings.py
index 3c13eefaf..2906ea356 100644
--- a/rag/settings.py
+++ b/rag/settings.py
@@ -36,3 +36,5 @@ es_logger = getLogger("es")
 minio_logger = getLogger("minio")
 cron_logger = getLogger("cron_logger")
 chunk_logger = getLogger("chunk_logger")
+database_logger = getLogger("database")
+
diff --git a/rag/svr/task_executor.py b/rag/svr/task_executor.py
index 43fa86474..9ba17eff4 100644
--- a/rag/svr/task_executor.py
+++ b/rag/svr/task_executor.py
@@ -23,13 +23,14 @@ import re
 import sys
 import traceback
 from functools import partial
-from timeit import default_timer as timer
+
+from rag.settings import database_logger
+from rag.settings import cron_logger, DOC_MAXIMUM_SIZE
 
 import numpy as np
 from elasticsearch_dsl import Q
 
 from api.db.services.task_service import TaskService
-from rag.settings import cron_logger, DOC_MAXIMUM_SIZE
 from rag.utils import ELASTICSEARCH
 from rag.utils import MINIO
 from rag.utils import rmSpace, findMaxTm
@@ -43,7 +44,6 @@ from rag.app import laws, paper, presentation, manual, qa, table, book, resume,
 from api.db import LLMType, ParserType
 from api.db.services.document_service import DocumentService
 from api.db.services.llm_service import LLMBundle
-from api.settings import database_logger
 from api.utils.file_utils import get_project_base_directory
 
 BATCH_SIZE = 64
@@ -267,4 +267,4 @@ if __name__ == "__main__":
     from mpi4py import MPI
 
     comm = MPI.COMM_WORLD
-    main(comm.Get_size(), comm.Get_rank())
+    main(int(sys.argv[2]), int(sys.argv[1]))