diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index 588f6d6..82df382 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -36,8 +36,8 @@
         <entry file="file://$PROJECT_DIR$/README.md">
           <provider selected="true" editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
             <state split_layout="SPLIT">
-              <first_editor relative-caret-position="458">
-                <caret line="115" column="14" selection-start-line="115" selection-start-column="14" selection-end-line="115" selection-end-column="14" />
+              <first_editor relative-caret-position="422">
+                <caret line="167" column="0" selection-start-line="167" selection-start-column="0" selection-end-line="167" selection-end-column="0" />
                 <folding />
               </first_editor>
               <second_editor>
@@ -404,12 +404,12 @@
     <frame x="0" y="24" width="1920" height="1127" extended-state="6" />
     <editor active="true" />
     <layout>
-      <window_info id="Project" active="false" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="true" show_stripe_button="true" weight="0.14391144" sideWeight="0.5" order="0" side_tool="false" content_ui="combo" />
+      <window_info id="Project" active="false" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="true" show_stripe_button="true" weight="0.038481813" sideWeight="0.5" order="0" side_tool="false" content_ui="combo" />
       <window_info id="TODO" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="6" side_tool="false" content_ui="tabs" />
       <window_info id="Event Log" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="-1" side_tool="true" content_ui="tabs" />
       <window_info id="Version Control" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="-1" side_tool="false" content_ui="tabs" />
       <window_info id="Python Console" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="-1" side_tool="false" content_ui="tabs" />
-      <window_info id="Run" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="true" show_stripe_button="true" weight="0.30940834" sideWeight="0.5" order="2" side_tool="false" content_ui="tabs" />
+      <window_info id="Run" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="true" show_stripe_button="true" weight="0.30843842" sideWeight="0.5" order="2" side_tool="false" content_ui="tabs" />
       <window_info id="Structure" active="false" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.25" sideWeight="0.5" order="1" side_tool="false" content_ui="tabs" />
       <window_info id="Terminal" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="-1" side_tool="false" content_ui="tabs" />
       <window_info id="Favorites" active="false" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="-1" side_tool="true" content_ui="tabs" />
@@ -508,8 +508,8 @@
     <entry file="file://$PROJECT_DIR$/README.md">
       <provider selected="true" editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
         <state split_layout="SPLIT">
-          <first_editor relative-caret-position="458">
-            <caret line="115" column="14" selection-start-line="115" selection-start-column="14" selection-end-line="115" selection-end-column="14" />
+          <first_editor relative-caret-position="422">
+            <caret line="167" column="0" selection-start-line="167" selection-start-column="0" selection-end-line="167" selection-end-column="0" />
             <folding />
           </first_editor>
           <second_editor>
diff --git a/README.md b/README.md
index e9b024a..a09d756 100644
--- a/README.md
+++ b/README.md
@@ -158,8 +158,16 @@ Crime assistant including crime type prediction and crime consult service based
     question:撞死人逃跑要怎么处理
     answers: ['等待警察处理。，']
 
-# 罪刑知识查询
+# 总结
+1, 本项目实现的是以罪刑为核心的法务应用落地的一个demo事件.
+2, 本项目采用机器学习,深度学习的方法完成了罪名预测,客服问句类型预测多分类任务,取得了较好的性能,模型可以直接使用.
+3, 本项目构建起了一个20万问答集,856个罪名的知识库,分别存放在data/kg_crime.json和data/qa_corpus.json文件中.
+4, 法务问答,可以是智能客服在法律资讯网站中的一个应用场景落地. 本项目采用的是ES+语义相似度加权打分策略实现的问答技术路线, 权值计算与阈值设定可以用户指定.
+5, 对于罪名知识图谱中的知识可以进一步进行结构化处理,这是后期可以完善的地方.
+6, 如何将罪名,自寻,智能研判结合在一起,形成通路,其实可以进一步提升知识图谱在法务领域的应用.
 
-
-
-# 总结
\ No newline at end of file
+any question?
+请联系我:
+邮箱:lhy_in_blcu@126.com
+csdn:https://blog.csdn.net/lhy2014
+我的自然语言处理项目: https://liuhuanyong.github.io/