diff --git a/README.md b/README.md
index b45a23010..b55b63918 100644
--- a/README.md
+++ b/README.md
@@ -24,6 +24,7 @@
 To equip the LLMs with tool-use abilities, a comprehensive framework has been proposed spanning over tool-use data collection, tool retrieval, tool registration, memory control, customized model training, and evaluation for practical real-world applications.
 
 ## News
+* Nov 26, 2023: [AgentFabric](https://github.com/modelscope/modelscope-agent/tree/master/apps/agentfabric) now supports collaborative use in ModelScope's [Creation Space](https://modelscope.cn/studios/modelscope/AgentFabric/summary), allowing for the sharing of custom applications in the Creation Space. The update also includes the latest [GTE](https://modelscope.cn/models/damo/nlp_gte_sentence-embedding_chinese-base/summary) text embedding integration.
 * Nov 17, 2023: [AgentFabric](https://github.com/modelscope/modelscope-agent/tree/master/apps/agentfabric) released, which is an interactive framework to facilitate creation of agents tailored to various real-world applications.
 * Oct 30, 2023: [Facechain Agent](https://modelscope.cn/studios/CVstudio/facechain_agent_studio/summary) released a local version of the Facechain Agent that can be run locally. For detailed usage instructions, please refer to [Facechain Agent](#facechain-agent).
 * Oct 25, 2023: [Story Agent](https://modelscope.cn/studios/damo/story_agent/summary) released a local version of the Story Agent for generating storybook illustrations. It can be run locally. For detailed usage instructions, please refer to [Story Agent](#story-agent).
diff --git a/README_CN.md b/README_CN.md
index 02531322b..d44042aa3 100644
--- a/README_CN.md
+++ b/README_CN.md
@@ -24,6 +24,7 @@
 为了赋予LLMs工具使用能力，提出了一个全面的框架，涵盖了数据收集、工具检索、工具注册、存储管理、定制模型训练和实际应用的方方面面。
 
 ## 新闻
+* 2023.11.26: [AgentFabric](https://github.com/modelscope/modelscope-agent/tree/master/apps/agentfabric)支持ModelScope[创空间](https://modelscope.cn/studios/modelscope/AgentFabric/summary)多人使用，支持分享定制应用到创空间，更新到最新的[GTE](https://modelscope.cn/models/damo/nlp_gte_sentence-embedding_chinese-base/summary) text embedding。
 * 2023.11.17: [AgentFabric](https://github.com/modelscope/modelscope-agent/tree/master/apps/agentfabric) 发布，这是一个交互式的智能体构建工具，用于方便地创建针对各种现实应用量身定制智能体。
 * 2023.10.30: [Facechain Agent](https://modelscope.cn/studios/CVstudio/facechain_agent_studio/summary) 发布了人脸写真Agent本地版本，可以在本地运行，具体使用见[Facechain Agent](#facechain-agent)
 * 2023.10.25: [Story Agent](https://modelscope.cn/studios/damo/story_agent/summary) 发布了故事绘本图文生成Agent本地版本，可以在本地运行，具体使用见[Story Agent](#story-agent)
diff --git a/apps/agentfabric/README.md b/apps/agentfabric/README.md
index a0f020105..08af3aeb1 100644
--- a/apps/agentfabric/README.md
+++ b/apps/agentfabric/README.md
@@ -40,9 +40,9 @@ python app.py
 ## 🚀 Roadmap
 - [x] Allow customizable agent-building via configurations.
 - [x] Agent-building through interactive conversations with LLMs.
-- [x] Support multi-user preview on ModelScope space. [link](https://modelscope.cn/studios/wenmengzhou/AgentFabric/summary)
-- [ ] Optimize knowledge retrival. (ing)
-- [ ] Allow publication and sharing of agent. (ing)
+- [x] Support multi-user preview on ModelScope space. [link](https://modelscope.cn/studios/wenmengzhou/AgentFabric/summary) [PR #98](https://github.com/modelscope/modelscope-agent/pull/98)
+- [x] Optimize knowledge retrival. [PR #105](https://github.com/modelscope/modelscope-agent/pull/105) [PR #107](https://github.com/modelscope/modelscope-agent/pull/107) [PR #109](https://github.com/modelscope/modelscope-agent/pull/109)
+- [x] Allow publication and sharing of agent. [PR #111](https://github.com/modelscope/modelscope-agent/pull/111)
 - [ ] Support more pluggable LLMs via API or ModelScope interface.
 - [ ] Improve long context via memory.
 - [ ] Improve logging and profiling.
diff --git a/apps/agentfabric/README_CN.md b/apps/agentfabric/README_CN.md
index f9dbe51aa..547e4d44b 100644
--- a/apps/agentfabric/README_CN.md
+++ b/apps/agentfabric/README_CN.md
@@ -42,9 +42,9 @@ python app.py
 ## 🚀 发展路线规划
 - [x] 支持人工配置构建智能体
 - [x] 基于LLM对话构建智能体
-- [x] 支持在ModelScope创空间上使用 [link](https://modelscope.cn/studios/wenmengzhou/AgentFabric/summary)
-- [ ] 知识库检索效果优化 (ing)
-- [ ] 支持智能体发布和分享 (ing)
+- [x] 支持在ModelScope创空间上使用 [link](https://modelscope.cn/studios/wenmengzhou/AgentFabric/summary) [PR #98](https://github.com/modelscope/modelscope-agent/pull/98)
+- [x] 知识库检索效果优化 [PR #105](https://github.com/modelscope/modelscope-agent/pull/105) [PR #107](https://github.com/modelscope/modelscope-agent/pull/107) [PR #109](https://github.com/modelscope/modelscope-agent/pull/109)
+- [x] 支持智能体发布和分享
 - [ ] 支持其他多种LLM模型API和ModelScope模型
 - [ ] 处理长文本输入到内存
 - [ ] 生产级支持：日志和性能分析
diff --git a/apps/agentfabric/app.py b/apps/agentfabric/app.py
index 112d1804d..4cc3e0d0b 100644
--- a/apps/agentfabric/app.py
+++ b/apps/agentfabric/app.py
@@ -10,7 +10,7 @@
                           get_user_dir, parse_configuration, save_avatar_image,
                           save_builder_configuration,
                           save_plugin_configuration)
-from gradio_utils import ChatBot, format_cover_html
+from gradio_utils import ChatBot, format_cover_html, format_goto_publish_html
 from publish_util import prepare_agent_zip
 from user_core import init_user_chatbot_agent
 
@@ -275,8 +275,15 @@ def process_configuration(uuid_str, bot_avatar, name, description,
                 lambda evt: evt[0],
                 inputs=[user_chat_bot_suggest],
                 outputs=[preview_chat_input])
-            publish_button = gr.Button('Publish')
-            output_url = gr.Textbox(label='Agent url for you', disabled=True)
+            with gr.Accordion(label='发布', open=False):
+                with gr.Row():
+                    with gr.Column():
+                        gr.Markdown('### 1.点击 Build 完成构建')
+                        publish_button = gr.Button('Build')
+                    with gr.Column():
+                        gr.Markdown('### 2.点击 Publish 跳转创空间完成 Agent 发布')
+                        publish_link = gr.HTML(
+                            value=format_goto_publish_html('', True))
 
     configure_updated_outputs = [
         state,
@@ -435,15 +442,16 @@ def preview_send_message(chatbot, input, _state):
         outputs=[user_chatbot, user_chat_bot_cover, preview_chat_input])
 
     # configuration for publish
-    def publish_agent(output_url, name, uuid_str, state):
+    def publish_agent(name, uuid_str, state):
         uuid_str = check_uuid(uuid_str)
         output_url = prepare_agent_zip(name, uuid_str, state)
-        return output_url
+        # output_url = "https://test.url"
+        return format_goto_publish_html(output_url)
 
     publish_button.click(
         publish_agent,
-        inputs=[output_url, name_input, uuid_str, state],
-        outputs=[output_url],
+        inputs=[name_input, uuid_str, state],
+        outputs=[publish_link],
     )
 
     demo.load(
diff --git a/apps/agentfabric/assets/app.css b/apps/agentfabric/assets/app.css
index 02db98857..eec2fbd2a 100644
--- a/apps/agentfabric/assets/app.css
+++ b/apps/agentfabric/assets/app.css
@@ -1,3 +1,74 @@
+/* code highlight: https://python-markdown.github.io/extensions/code_hilite/ */
+.codehilite .hll { background-color: #ffffcc }
+.codehilite  { background: #f8f8f8; }
+.codehilite .c { color: #408080; font-style: italic } /* Comment */
+.codehilite .err { border: 1px solid #FF0000 } /* Error */
+.codehilite .k { color: #008000; font-weight: bold } /* Keyword */
+.codehilite .o { color: #666666 } /* Operator */
+.codehilite .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
+.codehilite .cm { color: #408080; font-style: italic } /* Comment.Multiline */
+.codehilite .cp { color: #BC7A00 } /* Comment.Preproc */
+.codehilite .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
+.codehilite .c1 { color: #408080; font-style: italic } /* Comment.Single */
+.codehilite .cs { color: #408080; font-style: italic } /* Comment.Special */
+.codehilite .gd { color: #A00000 } /* Generic.Deleted */
+.codehilite .ge { font-style: italic } /* Generic.Emph */
+.codehilite .gr { color: #FF0000 } /* Generic.Error */
+.codehilite .gh { color: #000080; font-weight: bold } /* Generic.Heading */
+.codehilite .gi { color: #00A000 } /* Generic.Inserted */
+.codehilite .go { color: #888888 } /* Generic.Output */
+.codehilite .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
+.codehilite .gs { font-weight: bold } /* Generic.Strong */
+.codehilite .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
+.codehilite .gt { color: #0044DD } /* Generic.Traceback */
+.codehilite .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
+.codehilite .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
+.codehilite .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
+.codehilite .kp { color: #008000 } /* Keyword.Pseudo */
+.codehilite .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
+.codehilite .kt { color: #B00040 } /* Keyword.Type */
+.codehilite .m { color: #666666 } /* Literal.Number */
+.codehilite .s { color: #BA2121 } /* Literal.String */
+.codehilite .na { color: #7D9029 } /* Name.Attribute */
+.codehilite .nb { color: #008000 } /* Name.Builtin */
+.codehilite .nc { color: #0000FF; font-weight: bold } /* Name.Class */
+.codehilite .no { color: #880000 } /* Name.Constant */
+.codehilite .nd { color: #AA22FF } /* Name.Decorator */
+.codehilite .ni { color: #999999; font-weight: bold } /* Name.Entity */
+.codehilite .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
+.codehilite .nf { color: #0000FF } /* Name.Function */
+.codehilite .nl { color: #A0A000 } /* Name.Label */
+.codehilite .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
+.codehilite .nt { color: #008000; font-weight: bold } /* Name.Tag */
+.codehilite .nv { color: #19177C } /* Name.Variable */
+.codehilite .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
+.codehilite .w { color: #bbbbbb } /* Text.Whitespace */
+.codehilite .mb { color: #666666 } /* Literal.Number.Bin */
+.codehilite .mf { color: #666666 } /* Literal.Number.Float */
+.codehilite .mh { color: #666666 } /* Literal.Number.Hex */
+.codehilite .mi { color: #666666 } /* Literal.Number.Integer */
+.codehilite .mo { color: #666666 } /* Literal.Number.Oct */
+.codehilite .sa { color: #BA2121 } /* Literal.String.Affix */
+.codehilite .sb { color: #BA2121 } /* Literal.String.Backtick */
+.codehilite .sc { color: #BA2121 } /* Literal.String.Char */
+.codehilite .dl { color: #BA2121 } /* Literal.String.Delimiter */
+.codehilite .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
+.codehilite .s2 { color: #BA2121 } /* Literal.String.Double */
+.codehilite .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
+.codehilite .sh { color: #BA2121 } /* Literal.String.Heredoc */
+.codehilite .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
+.codehilite .sx { color: #008000 } /* Literal.String.Other */
+.codehilite .sr { color: #BB6688 } /* Literal.String.Regex */
+.codehilite .s1 { color: #BA2121 } /* Literal.String.Single */
+.codehilite .ss { color: #19177C } /* Literal.String.Symbol */
+.codehilite .bp { color: #008000 } /* Name.Builtin.Pseudo */
+.codehilite .fm { color: #0000FF } /* Name.Function.Magic */
+.codehilite .vc { color: #19177C } /* Name.Variable.Class */
+.codehilite .vg { color: #19177C } /* Name.Variable.Global */
+.codehilite .vi { color: #19177C } /* Name.Variable.Instance */
+.codehilite .vm { color: #19177C } /* Name.Variable.Magic */
+.codehilite .il { color: #666666 } /* Literal.Number.Integer.Long */
+
 .preview_header {
   font-size: 18px;
   font-weight: 500;
@@ -37,6 +108,26 @@
   color: #ddd;
 }
 
+.publish_link_container > a {
+  display: block;
+  border-radius: var(--button-large-radius);
+  padding: var(--button-large-padding);
+  font-weight: var(--button-large-text-weight);
+  font-size: var(--button-large-text-size);
+  border: var(--button-border-width) solid var(--button-secondary-border-color);
+  background: var(--button-secondary-background-fill);
+  color: var(--button-secondary-text-color) !important;
+  cursor: pointer;
+  text-decoration: none !important;
+  text-align: center;
+}
+
+.publish_link_container > .disabled {
+  cursor: not-allowed;
+  opacity: .5;
+  filter: grayscale(30%);
+}
+
 .markdown-body .message {
   white-space: pre-wrap;
 }
diff --git a/apps/agentfabric/assets/appBot.css b/apps/agentfabric/assets/appBot.css
index 9f624c401..246231344 100644
--- a/apps/agentfabric/assets/appBot.css
+++ b/apps/agentfabric/assets/appBot.css
@@ -1,3 +1,74 @@
+/* code highlight: https://python-markdown.github.io/extensions/code_hilite/ */
+.codehilite .hll { background-color: #ffffcc }
+.codehilite  { background: #f8f8f8; }
+.codehilite .c { color: #408080; font-style: italic } /* Comment */
+.codehilite .err { border: 1px solid #FF0000 } /* Error */
+.codehilite .k { color: #008000; font-weight: bold } /* Keyword */
+.codehilite .o { color: #666666 } /* Operator */
+.codehilite .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
+.codehilite .cm { color: #408080; font-style: italic } /* Comment.Multiline */
+.codehilite .cp { color: #BC7A00 } /* Comment.Preproc */
+.codehilite .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
+.codehilite .c1 { color: #408080; font-style: italic } /* Comment.Single */
+.codehilite .cs { color: #408080; font-style: italic } /* Comment.Special */
+.codehilite .gd { color: #A00000 } /* Generic.Deleted */
+.codehilite .ge { font-style: italic } /* Generic.Emph */
+.codehilite .gr { color: #FF0000 } /* Generic.Error */
+.codehilite .gh { color: #000080; font-weight: bold } /* Generic.Heading */
+.codehilite .gi { color: #00A000 } /* Generic.Inserted */
+.codehilite .go { color: #888888 } /* Generic.Output */
+.codehilite .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
+.codehilite .gs { font-weight: bold } /* Generic.Strong */
+.codehilite .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
+.codehilite .gt { color: #0044DD } /* Generic.Traceback */
+.codehilite .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
+.codehilite .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
+.codehilite .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
+.codehilite .kp { color: #008000 } /* Keyword.Pseudo */
+.codehilite .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
+.codehilite .kt { color: #B00040 } /* Keyword.Type */
+.codehilite .m { color: #666666 } /* Literal.Number */
+.codehilite .s { color: #BA2121 } /* Literal.String */
+.codehilite .na { color: #7D9029 } /* Name.Attribute */
+.codehilite .nb { color: #008000 } /* Name.Builtin */
+.codehilite .nc { color: #0000FF; font-weight: bold } /* Name.Class */
+.codehilite .no { color: #880000 } /* Name.Constant */
+.codehilite .nd { color: #AA22FF } /* Name.Decorator */
+.codehilite .ni { color: #999999; font-weight: bold } /* Name.Entity */
+.codehilite .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
+.codehilite .nf { color: #0000FF } /* Name.Function */
+.codehilite .nl { color: #A0A000 } /* Name.Label */
+.codehilite .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
+.codehilite .nt { color: #008000; font-weight: bold } /* Name.Tag */
+.codehilite .nv { color: #19177C } /* Name.Variable */
+.codehilite .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
+.codehilite .w { color: #bbbbbb } /* Text.Whitespace */
+.codehilite .mb { color: #666666 } /* Literal.Number.Bin */
+.codehilite .mf { color: #666666 } /* Literal.Number.Float */
+.codehilite .mh { color: #666666 } /* Literal.Number.Hex */
+.codehilite .mi { color: #666666 } /* Literal.Number.Integer */
+.codehilite .mo { color: #666666 } /* Literal.Number.Oct */
+.codehilite .sa { color: #BA2121 } /* Literal.String.Affix */
+.codehilite .sb { color: #BA2121 } /* Literal.String.Backtick */
+.codehilite .sc { color: #BA2121 } /* Literal.String.Char */
+.codehilite .dl { color: #BA2121 } /* Literal.String.Delimiter */
+.codehilite .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
+.codehilite .s2 { color: #BA2121 } /* Literal.String.Double */
+.codehilite .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
+.codehilite .sh { color: #BA2121 } /* Literal.String.Heredoc */
+.codehilite .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
+.codehilite .sx { color: #008000 } /* Literal.String.Other */
+.codehilite .sr { color: #BB6688 } /* Literal.String.Regex */
+.codehilite .s1 { color: #BA2121 } /* Literal.String.Single */
+.codehilite .ss { color: #19177C } /* Literal.String.Symbol */
+.codehilite .bp { color: #008000 } /* Name.Builtin.Pseudo */
+.codehilite .fm { color: #0000FF } /* Name.Function.Magic */
+.codehilite .vc { color: #19177C } /* Name.Variable.Class */
+.codehilite .vg { color: #19177C } /* Name.Variable.Global */
+.codehilite .vi { color: #19177C } /* Name.Variable.Instance */
+.codehilite .vm { color: #19177C } /* Name.Variable.Magic */
+.codehilite .il { color: #666666 } /* Literal.Number.Integer.Long */
+
 .preview_header {
   font-size: 24px;
   font-weight: 500;
diff --git a/apps/agentfabric/gradio_utils.py b/apps/agentfabric/gradio_utils.py
index fb3bfdfac..2b0695593 100644
--- a/apps/agentfabric/gradio_utils.py
+++ b/apps/agentfabric/gradio_utils.py
@@ -3,6 +3,7 @@
 import html
 import io
 import re
+from urllib import parse
 
 import json
 import markdown
@@ -45,6 +46,24 @@ def format_cover_html(configuration, bot_avatar_path):
 """
 
 
+def format_goto_publish_html(zip_url, disable=False):
+    if disable:
+        return """<div class="publish_link_container">
+        <a class="disabled">Publish</a>
+    </div>
+    """
+    else:
+        params = {'AGENT_URL': zip_url}
+        template = 'modelscope/agent_template'
+        params_str = json.dumps(params)
+        link_url = f'https://www.modelscope.cn/studios/fork?target={template}&overwriteEnv={parse.quote(params_str)}'
+        return f"""
+    <div class="publish_link_container">
+        <a href="{link_url}" target="_blank">Publish</a>
+    </div>
+    """
+
+
 class ChatBot(ChatBotBase):
 
     def normalize_markdown(self, bot_message):
diff --git a/config/cfg_tool_template.json b/config/cfg_tool_template.json
index 6cfeff82a..5aea461f9 100644
--- a/config/cfg_tool_template.json
+++ b/config/cfg_tool_template.json
@@ -32,7 +32,7 @@
         "is_active": true
     },
     "image_gen": {
-        "url": "https://api-inference.modelscope.cn/api-inference/v1/models/AI-ModelScope/stable-diffusion-xl-base-1.0",,
+        "url": "https://api-inference.modelscope.cn/api-inference/v1/models/AI-ModelScope/stable-diffusion-xl-base-1.0",
         "is_active": true,
         "pipeline_params": {
             "use_safetensors": true