Fix: catch non-begin component output (#7827)

### What problem does this PR solve?

Catch non-begin component output

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)

.gitignore

@@ -44,3 +44,146 @@ nltk_data/
 .lh/
 .venv
 docker/data
+
+
+#--------------------------------------------------#
+# The following was generated with gitignore.nvim: #
+#--------------------------------------------------#
+# Gitignore for the following technologies: Node
+
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+lerna-debug.log*
+.pnpm-debug.log*
+
+# Diagnostic reports (https://nodejs.org/api/report.html)
+report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json
+
+# Runtime data
+pids
+*.pid
+*.seed
+*.pid.lock
+
+# Directory for instrumented libs generated by jscoverage/JSCover
+lib-cov
+
+# Coverage directory used by tools like istanbul
+coverage
+*.lcov
+
+# nyc test coverage
+.nyc_output
+
+# Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files)
+.grunt
+
+# Bower dependency directory (https://bower.io/)
+bower_components
+
+# node-waf configuration
+.lock-wscript
+
+# Compiled binary addons (https://nodejs.org/api/addons.html)
+build/Release
+
+# Dependency directories
+node_modules/
+jspm_packages/
+
+# Snowpack dependency directory (https://snowpack.dev/)
+web_modules/
+
+# TypeScript cache
+*.tsbuildinfo
+
+# Optional npm cache directory
+.npm
+
+# Optional eslint cache
+.eslintcache
+
+# Optional stylelint cache
+.stylelintcache
+
+# Microbundle cache
+.rpt2_cache/
+.rts2_cache_cjs/
+.rts2_cache_es/
+.rts2_cache_umd/
+
+# Optional REPL history
+.node_repl_history
+
+# Output of 'npm pack'
+*.tgz
+
+# Yarn Integrity file
+.yarn-integrity
+
+# dotenv environment variable files
+.env
+.env.development.local
+.env.test.local
+.env.production.local
+.env.local
+
+# parcel-bundler cache (https://parceljs.org/)
+.cache
+.parcel-cache
+
+# Next.js build output
+.next
+out
+
+# Nuxt.js build / generate output
+.nuxt
+dist
+
+# Gatsby files
+.cache/
+# Comment in the public line in if your project uses Gatsby and not Next.js
+# https://nextjs.org/blog/next-9-1#public-directory-support
+# public
+
+# vuepress build output
+.vuepress/dist
+
+# vuepress v2.x temp and cache directory
+.temp
+
+# Docusaurus cache and generated files
+.docusaurus
+
+# Serverless directories
+.serverless/
+
+# FuseBox cache
+.fusebox/
+
+# DynamoDB Local files
+.dynamodb/
+
+# TernJS port file
+.tern-port
+
+# Stores VSCode versions used for testing VSCode extensions
+.vscode-test
+
+# yarn v2
+.yarn/cache
+.yarn/unplugged
+.yarn/build-state.yml
+.yarn/install-state.gz
+.pnp.*
+
+# Serverless Webpack directories
+.webpack/
+
+# SvelteKit build / generate output
+.svelte-kit
+

agent/component/baidu.py

@@ -17,6 +17,7 @@ import logging
 from abc import ABC
 import pandas as pd
 import requests
+from bs4 import BeautifulSoup
 import re
 from agent.component.base import ComponentBase, ComponentParamBase
 
@@ -44,17 +45,28 @@ class Baidu(ComponentBase, ABC):
             return Baidu.be_output("")
 
         try:
-            url = 'http://www.baidu.com/s?wd=' + ans + '&rn=' + str(self._param.top_n)
+            url = 'https://www.baidu.com/s?wd=' + ans + '&rn=' + str(self._param.top_n)
             headers = {
-                'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/88.0.4324.104 Safari/537.36'}
+                'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36',
+                'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8',
+                'Accept-Language': 'zh-CN,zh;q=0.9,en;q=0.8',
+                'Connection': 'keep-alive',
+            }
             response = requests.get(url=url, headers=headers)
-
-            url_res = re.findall(r"'url': \\\"(.*?)\\\"}", response.text)
-            title_res = re.findall(r"'title': \\\"(.*?)\\\",\\n", response.text)
-            body_res = re.findall(r"\"contentText\":\"(.*?)\"", response.text)
-            baidu_res = [{"content": re.sub('<em>|</em>', '', '<a href="' + url + '">' + title + '</a>    ' + body)} for
-                         url, title, body in zip(url_res, title_res, body_res)]
-            del body_res, url_res, title_res
+            # check if request success
+            if response.status_code == 200:
+                soup = BeautifulSoup(response.text, 'html.parser')
+                url_res = []
+                title_res = []
+                body_res = []
+                for item in soup.select('.result.c-container'):
+                    # extract title
+                    title_res.append(item.select_one('h3 a').get_text(strip=True))
+                    url_res.append(item.select_one('h3 a')['href'])
+                    body_res.append(item.select_one('.c-abstract').get_text(strip=True) if item.select_one('.c-abstract') else '')
+                baidu_res = [{"content": re.sub('<em>|</em>', '', '<a href="' + url + '">' + title + '</a>    ' + body)} for
+                             url, title, body in zip(url_res, title_res, body_res)]
+                del body_res, url_res, title_res
         except Exception as e:
             return Baidu.be_output("**ERROR**: " + str(e))
 

agent/component/exesql.py

@@ -105,6 +105,7 @@ class ExeSQL(Generate, ABC):
         sql_res = []
         for i in range(len(input_list)):
             single_sql = input_list[i]
+            single_sql = single_sql.replace('```','')
             while self._loop <= self._param.loop:
                 self._loop += 1
                 if not single_sql:

deepdoc/parser/resume/entities/corporations.py

@@ -53,14 +53,14 @@ def corpNorm(nm, add_region=True):
     nm = re.sub(r"&", "&", nm)
     nm = re.sub(r"[\(\)（）\+'\"\t \*\\【】-]+", " ", nm)
     nm = re.sub(
-        r"([—-]+.*| +co\..*|corp\..*| +inc\..*| +ltd.*)", "", nm, 10000, re.IGNORECASE
+        r"([—-]+.*| +co\..*|corp\..*| +inc\..*| +ltd.*)", "", nm, count=10000, flags=re.IGNORECASE
     )
     nm = re.sub(
         r"(计算机|技术|(技术|科技|网络)*有限公司|公司|有限|研发中心|中国|总部)$",
         "",
         nm,
-        10000,
-        re.IGNORECASE,
+        count=10000,
+        flags=re.IGNORECASE,
     )
     if not nm or (len(nm) < 5 and not regions.isName(nm[0:2])):
         return nm

deepdoc/parser/resume/step_two.py

@@ -51,7 +51,7 @@ PY = Pinyin()
 
 
 def rmHtmlTag(line):
-    return re.sub(r"<[a-z0-9.\"=';,:\+_/ -]+>", " ", line, 100000, re.IGNORECASE)
+    return re.sub(r"<[a-z0-9.\"=';,:\+_/ -]+>", " ", line, count=100000, flags=re.IGNORECASE)
 
 
 def highest_degree(dg):
@@ -507,7 +507,7 @@ def parse(cv):
                      (r".*国有.*", "国企"),
                      (r"[ （）\(\)人/·0-9-]+", ""),
                      (r".*(元|规模|于|=|北京|上海|至今|中国|工资|州|shanghai|强|餐饮|融资|职).*", "")]:
-            cv["corporation_type"] = re.sub(p, r, cv["corporation_type"], 1000, re.IGNORECASE)
+            cv["corporation_type"] = re.sub(p, r, cv["corporation_type"], count=1000, flags=re.IGNORECASE)
         if len(cv["corporation_type"]) < 2:
             del cv["corporation_type"]
 

docs/develop/mcp/launch_mcp_server.md

@@ -23,7 +23,7 @@ Once a connection is established, an MCP server communicates with its client in
 ## Prerequisites
 
 1. Ensure RAGFlow is upgraded to v0.18.0 or later.
-2. Have your RAGFlow API key ready. See [Acquire a RAGFlow API key](./acquire_ragflow_api_key.md).
+2. Have your RAGFlow API key ready. See [Acquire a RAGFlow API key](../acquire_ragflow_api_key.md).
 
 :::tip INFO
 If you wish to try out our MCP server without upgrading RAGFlow, community contributor [yiminghub2024](https://github.com/yiminghub2024) 👏 shares their recommended steps [here](#launch-an-mcp-server-without-upgrading-ragflow).

docs/develop/switch_doc_engine.md

@@ -11,7 +11,7 @@ Switch your doc engine from Elasticsearch to Infinity.
 
 RAGFlow uses Elasticsearch by default for storing full text and vectors. To switch to [Infinity](https://github.com/infiniflow/infinity/), follow these steps:
 
-:::danger WARNING
+:::caution WARNING
 Switching to Infinity on a Linux/arm64 machine is not yet officially supported.
 :::
 
@@ -21,7 +21,7 @@ Switching to Infinity on a Linux/arm64 machine is not yet officially supported.
    $ docker compose -f docker/docker-compose.yml down -v
    ```
 
-:::cautiion WARNING
+:::caution WARNING
 `-v` will delete the docker container volumes, and the existing data will be cleared.
 :::
 

docs/guides/agent/agent_component_reference/code.mdx

@@ -1,50 +0,0 @@
----
-sidebar_position: 13
-slug: /code_component
----
-
-# Code component
-
-A component that enables users to integrate Python or JavaScript codes into their Agent for dynamic data processing.
-
----
-
-## Scenarios
-
-A **Code** component is essential when you need to integrate complex code logic (Python or JavaScript) into your Agent for dynamic data processing.
-
-## Input variables
-
-You can specify multiple input sources for the **Code** component. Click **+ Add variable** in the **Input variables** section to include the desired input variables. 
-
-After defining an input variable, you are required to select from the dropdown menu:
-  - A component ID under **Component Output**, or 
-  - A global variable under **Begin input**, which is defined in the **Begin** component.
-
-## Coding field
-
-### A Python code example
-
-```Python 
-    def main(arg1: str, arg2: str) -> dict:
-        return {
-            "result": arg1 + arg2,
-        }
-```
-
-### A JavaScript code example
-
-```JavaScript
-
-    const axios = require('axios');
-    async function main(args) {
-      try {
-        const response = await axios.get('https://github.com/infiniflow/ragflow');
-        console.log('Body:', response.data);
-      } catch (error) {
-        console.error('Error:', error.message);
-      }
-    }
-```
-
-

docs/guides/agent/agent_component_reference/note.mdx

@@ -1,5 +1,5 @@
 ---
-sidebar_position: 18
+sidebar_position: 13
 slug: /note_component
 ---
 

docs/guides/ai_search.md

@@ -25,7 +25,7 @@ When debugging your chat assistant, you can use AI search as a reference to veri
 
 ## Frequently asked questions
 
-### key difference between an AI search and an AI chat?
+### Key difference between an AI search and an AI chat?
 
 A chat is a multi-turn AI conversation where you can define your retrieval strategy (a weighted reranking score can be used to replace the weighted vector similarity in a hybrid search) and choose your chat model. In an AI chat, you can configure advanced RAG strategies, such as knowledge graphs, auto-keyword, and auto-question, for your specific case. Retrieved chunks are not displayed along with the answer.
 

docs/guides/chat/set_chat_variables.md

@@ -30,7 +30,7 @@ In the **Variable** section, you add, remove, or update variables.
 `{knowledge}` is the system's reserved variable, representing the chunks retrieved from the knowledge base(s) specified by **Knowledge bases** under the **Assistant settings** tab. If your chat assistant is associated with certain knowledge bases, you can keep it as is.
 
 :::info NOTE
-It does not currently make a difference whether you set `{knowledge}` to optional or mandatory, but note that this design will be updated at a later point.
+It currently makes no difference whether  `{knowledge}` is set as optional or mandatory, but please note this design will be updated in due course.
 :::
 
 From v0.17.0 onward, you can start an AI chat without specifying knowledge bases. In this case, we recommend removing the `{knowledge}` variable to prevent unnecessary reference and keeping the **Empty response** field empty to avoid errors.

docs/guides/dataset/best_practices/accelerate_doc_indexing.mdx

@@ -16,4 +16,4 @@ Please note that some of your settings may consume a significant amount of time.
 - On the configuration page of your knowledge base, switch off **Use RAPTOR to enhance retrieval**.
 - Extracting knowledge graph (GraphRAG) is time-consuming.
 - Disable **Auto-keyword** and **Auto-question** on the configuration page of your knowledge base, as both depend on the LLM.
-- **v0.17.0+:** If your document is plain text PDF and does not require GPU-intensive processes like OCR (Optical Character Recognition), TSR (Table Structure Recognition), or DLA (Document Layout Analysis), you can choose **Naive** over **DeepDoc** or other time-consuming large model options in the **Document parser** dropdown. This will substantially reduce document parsing time.
+- **v0.17.0+:** If all PDFs in your knowledge base are plain text and do not require GPU-intensive processes like OCR (Optical Character Recognition), TSR (Table Structure Recognition), or DLA (Document Layout Analysis), you can choose **Naive** over **DeepDoc** or other time-consuming large model options in the **Document parser** dropdown. This will substantially reduce document parsing time.

docs/guides/dataset/configure_knowledge_base.md

@@ -1,5 +1,5 @@
 ---
-sidebar_position: 0
+sidebar_position: -1
 slug: /configure_knowledge_base
 ---
 

docs/guides/dataset/enable_raptor.md

@@ -47,7 +47,7 @@ The RAPTOR feature is disabled by default. To enable it, manually switch on the
 
 ### Prompt
 
-The following prompt will be applied recursively for cluster summarization, with `{cluster_content}` serving as an internal parameter. We recommend that you keep it as-is for now. The design will be updated at a later point.
+The following prompt will be applied recursively for cluster summarization, with `{cluster_content}` serving as an internal parameter. We recommend that you keep it as-is for now. The design will be updated in due course.
 
 ```
 Please summarize the following paragraphs... Paragraphs as following:

docs/guides/dataset/select_pdf_parser.md

@@ -0,0 +1,53 @@
+---
+sidebar_position: 2
+slug: /select_pdf_parser
+---
+
+# Select PDF parser
+
+Select a visual model for parsing your PDFs.
+
+---
+
+RAGFlow isn't one-size-fits-all. It is built for flexibility and supports deeper customization to accommodate more complex use cases. From v0.17.0 onwards, RAGFlow decouples DeepDoc-specific data extraction tasks from chunking methods **for PDF files**. This separation enables you to autonomously select a visual model for OCR (Optical Character Recognition), TSR (Table Structure Recognition), and DLR (Document Layout Recognition) tasks that balances speed and performance to suit your specific use cases. If your PDFs contain only plain text, you can opt to skip these tasks by selecting the **Naive** option, to reduce the overall parsing time.
+
+![data extraction](https://raw.githubusercontent.com/infiniflow/ragflow-docs/main/images/data_extraction.jpg)
+
+## Prerequisites
+
+- The PDF parser dropdown menu appears only when you select a chunking method compatible with PDFs, including:
+    - **General**
+    - **Manual**
+    - **Paper**
+    - **Book**
+    - **Laws**
+    - **Presentation**
+    - **One**
+- To use a third-party visual model for parsing PDFs, ensure you have set a default img2txt model under **Set default models** on the **Model providers** page.
+
+## Procedure
+
+1. On your knowledge base's **Configuration** page, select a chunking method, say **General**.
+
+   _The **PDF parser** dropdown menu appears._
+
+2. Select the option that works best with your scenario:
+
+  - DeepDoc: (Default) The default visual model for OCR, TSR, and DLR tasks, which is time-consuming.
+  - Naive: Skip OCR, TSR, and DLR tasks if *all* your PDFs are plain text.
+  - A third-party visual model provided by a specific model provider.
+
+:::caution WARNING
+Third-party visual models are marked **Experimental**, because we have not fully tested these models for the aforementioned data extraction tasks.
+:::
+
+## Frequently asked questions
+
+### When should I select DeepDoc or a third-party visual model as the PDF parser?
+
+Use a visual model to extract data if your PDFs contain formatted or image-based text rather than plain text. DeepDoc is the default visual model but can be time-consuming. You can also choose a lightweight or high-performance img2txt model depending on your needs and hardware capabilities.
+
+### Can I select a visual model to parse my DOCX files?
+
+No, you cannot. This dropdown menu is for PDFs only. To use this feature, convert your DOCX files to PDF first.
+

docs/guides/dataset/set_metadata.md

@@ -1,5 +1,5 @@
 ---
-sidebar_position: 1
+sidebar_position: 0
 slug: /set_metada
 ---
 
@@ -19,4 +19,10 @@ For example, if you have a dataset of HTML files and want the LLM to cite the so
 Ensure that your metadata is in JSON format; otherwise, your updates will not be applied.
 :::
 
-![Image](https://github.com/user-attachments/assets/379cf2c5-4e37-4b79-8aeb-53bf8e01d326)
+![Image](https://github.com/user-attachments/assets/379cf2c5-4e37-4b79-8aeb-53bf8e01d326)
+
+## Frequently asked questions
+
+### Can I set metadata for multiple documents at once?
+
+No, RAGFlow does not support batch metadata setting. If you still consider this feature essential, please [raise an issue](https://github.com/infiniflow/ragflow/issues) explaining your use case and its importance.

docs/guides/models/llm_api_key_setup.md

@@ -49,6 +49,6 @@ After logging into RAGFlow, you can *only* configure API Key on the **Model prov
 5. Click **OK** to confirm your changes.
 
 :::note
-To update an existing model API key at a later point:
+To update an existing model API key:
 ![update api key](https://github.com/infiniflow/ragflow/assets/93570324/0bfba679-33f7-4f6b-9ed6-f0e6e4b228ad)
 :::

docs/quickstart.mdx

@@ -267,8 +267,6 @@ To add and configure an LLM:
 
    ![add llm](https://github.com/infiniflow/ragflow/assets/93570324/10635088-028b-4b3d-add9-5c5a6e626814)
 
-   > Each RAGFlow account is able to use **text-embedding-v2** for free, an embedding model of Tongyi-Qianwen. This is why you can see Tongyi-Qianwen in the **Added models** list. And you may need to update your Tongyi-Qianwen API key at a later point.
-
 2. Click on the desired LLM and update the API key accordingly (DeepSeek-V2 in this case):
 
    ![update api key](https://github.com/infiniflow/ragflow/assets/93570324/4e5e13ef-a98d-42e6-bcb1-0c6045fc1666)

docs/release_notes.md

@@ -31,13 +31,13 @@ Released on May 26, 2025.
 - Cross-language search is supported in the Knowledge and Chat modules, enhancing search accuracy and user experience in multilingual environments, such as in Chinese-English knowledge bases.
 - Agent component: A new Code component supports Python and JavaScript scripts, enabling developers to handle more complex tasks like dynamic data processing.
 - Enhanced image display: Images in Chat and Search now render directly within responses, rather than as external references. Knowledge retrieval testing can retrieve images directly, instead of texts extracted from images.
-- Claude 4 and ChatGPT o3: Developers can now use the newly released, most advanced Claude model alongside OpenAI’s latest ChatGPT o3 inference model.
+- Claude 4: Developers can now use the newly released, most advanced Claude model.
 
 > The following features are contributed by our community contributors:
 
-- Agent component: Enables tool calling within the Generate Component. Thanks to [notsyncing](https://github.com/notsyncing).
-- Markdown rendering: Image references in a markdown file can be displayed after chunking. Thanks to [Woody-Hu](https://github.com/Woody-Hu).
-- Document engine support: OpenSearch can now be used as RAGFlow's document engine. Thanks to [pyyuhao](https://github.com/pyyuhao).
+- Agent component: Enables tool calling within the Generate Component. Kudos to [notsyncing](https://github.com/notsyncing).
+- Markdown rendering: Image references in a markdown file can be displayed after chunking. Kudos to [Woody-Hu](https://github.com/Woody-Hu).
+- Vector database support: OpenSearch can now be used as RAGFlow's document engine. Kudos to [pyyuhao](https://github.com/pyyuhao).
 
 ## v0.18.0
 
@@ -143,7 +143,7 @@ Released on March 3, 2025.
 - AI chat: Leverages Tavily-based web search to enhance contexts in agentic reasoning. To activate this, enter the correct Tavily API key under the **Assistant settings** tab of your chat assistant dialogue.
 - AI chat: Supports starting a chat without specifying knowledge bases.
 - AI chat: HTML files can also be previewed and referenced, in addition to PDF files.
-- Dataset: Adds a **PDF parser**, aka **Document parser**, dropdown menu to dataset configurations. This includes a DeepDoc model option, which is time-consuming, a much faster **naive** option (plain text), which skips DLA (Document Layout Analysis), OCR (Optical Character Recognition), and TSR (Table Structure Recognition) tasks, and several currently *experimental* large model options.
+- Dataset: Adds a **PDF parser**, aka **Document parser**, dropdown menu to dataset configurations. This includes a DeepDoc model option, which is time-consuming, a much faster **naive** option (plain text), which skips DLA (Document Layout Analysis), OCR (Optical Character Recognition), and TSR (Table Structure Recognition) tasks, and several currently *experimental* large model options. See [here](./guides/dataset/select_pdf_parser.md).
 - Agent component: **(x)** or a forward slash `/` can be used to insert available keys (variables) in the system prompt field of the **Generate** or **Template** component.
 - Object storage: Supports using Aliyun OSS (Object Storage Service) as a file storage option.
 - Models: Updates the supported model list for Tongyi-Qianwen (Qwen), adding DeepSeek-specific models; adds ModelScope as a model provider.

rag/nlp/__init__.py

@@ -343,7 +343,7 @@ def remove_contents_table(sections, eng=False):
                                               type("")) else sections[i][0]).strip()
 
         if not re.match(r"(contents|目录|目次|table of contents|致谢|acknowledge)$",
-                        re.sub(r"( | |\u3000)+", "", get(i).split("@@")[0], re.IGNORECASE)):
+                        re.sub(r"( | |\u3000)+", "", get(i).split("@@")[0], flags=re.IGNORECASE)):
             i += 1
             continue
         sections.pop(i)
@@ -524,7 +524,7 @@ def naive_merge(sections, chunk_token_num=128, delimiter="\n。；！？"):
         if tnum < 8:
             pos = ""
         # Ensure that the length of the merged chunk does not exceed chunk_token_num  
-        if tk_nums[-1] > chunk_token_num:
+        if cks[-1] == "" or tk_nums[-1] > chunk_token_num:
 
             if t.find(pos) < 0:
                 t += pos
@@ -560,7 +560,7 @@ def naive_merge_with_images(texts, images, chunk_token_num=128, delimiter="\n。
         if tnum < 8:
             pos = ""
         # Ensure that the length of the merged chunk does not exceed chunk_token_num
-        if tk_nums[-1] > chunk_token_num:
+        if cks[-1] == "" or tk_nums[-1] > chunk_token_num:
             if t.find(pos) < 0:
                 t += pos
             cks.append(t)
@@ -627,7 +627,7 @@ def naive_merge_docx(sections, chunk_token_num=128, delimiter="\n。；！？"):
         tnum = num_tokens_from_string(t)
         if tnum < 8:
             pos = ""
-        if tk_nums[-1] > chunk_token_num:
+        if cks[-1] == "" or tk_nums[-1] > chunk_token_num:
             if t.find(pos) < 0:
                 t += pos
             cks.append(t)

rag/nlp/query.py

@@ -71,7 +71,19 @@ class FulltextQueryer:
             txt = otxt
         return txt
 
+    @staticmethod
+    def add_space_between_eng_zh(txt):
+        # (ENG/ENG+NUM) + ZH
+        txt = re.sub(r'([A-Za-z]+[0-9]+)([\u4e00-\u9fa5]+)', r'\1 \2', txt)
+        # ENG + ZH
+        txt = re.sub(r'([A-Za-z])([\u4e00-\u9fa5]+)', r'\1 \2', txt)
+        # ZH + (ENG/ENG+NUM)
+        txt = re.sub(r'([\u4e00-\u9fa5]+)([A-Za-z]+[0-9]+)', r'\1 \2', txt)
+        txt = re.sub(r'([\u4e00-\u9fa5]+)([A-Za-z])', r'\1 \2', txt)
+        return txt
+
     def question(self, txt, tbl="qa", min_match: float = 0.6):
+        txt = FulltextQueryer.add_space_between_eng_zh(txt)
         txt = re.sub(
             r"[ :|\r\n\t,，。？?/`!！&^%%()\[\]{}<>]+",
             " ",

rag/svr/task_executor.py

@@ -368,6 +368,10 @@ async def build_chunks(task, progress_callback):
 
         docs_to_tag = []
         for d in docs:
+            task_canceled = TaskService.do_cancel(task["id"])
+            if task_canceled:
+                progress_callback(-1, msg="Task has been canceled.")
+                return
             if settings.retrievaler.tag_content(tenant_id, kb_ids, d, all_tags, topn_tags=topn_tags, S=S) and len(d[TAG_FLD]) > 0:
                 examples.append({"content": d["content_with_weight"], TAG_FLD: d[TAG_FLD]})
             else:
@@ -577,8 +581,22 @@ async def do_handle_task(task):
     start_ts = timer()
     doc_store_result = ""
     es_bulk_size = 4
+
+    async def delete_image(kb_id, chunk_id):
+        try:
+            async with minio_limiter:
+                STORAGE_IMPL.delete(kb_id, chunk_id)
+        except Exception:
+            logging.exception(
+                "Deleting image of chunk {}/{}/{} got exception".format(task["location"], task["name"], chunk_id))
+            raise
+
     for b in range(0, len(chunks), es_bulk_size):
         doc_store_result = await trio.to_thread.run_sync(lambda: settings.docStoreConn.insert(chunks[b:b + es_bulk_size], search.index_name(task_tenant_id), task_dataset_id))
+        task_canceled = TaskService.do_cancel(task_id)
+        if task_canceled:
+            progress_callback(-1, msg="Task has been canceled.")
+            return
         if b % 128 == 0:
             progress_callback(prog=0.8 + 0.1 * (b + 1) / len(chunks), msg="")
         if doc_store_result:
@@ -592,7 +610,11 @@ async def do_handle_task(task):
         except DoesNotExist:
             logging.warning(f"do_handle_task update_chunk_ids failed since task {task['id']} is unknown.")
             doc_store_result = await trio.to_thread.run_sync(lambda: settings.docStoreConn.delete({"id": chunk_ids}, search.index_name(task_tenant_id), task_dataset_id))
+            async with trio.open_nursery() as nursery:
+                for chunk_id in chunk_ids:
+                    nursery.start_soon(delete_image, task_dataset_id, chunk_id)
             return
+        
     logging.info("Indexing doc({}), page({}-{}), chunks({}), elapsed: {:.2f}".format(task_document_name, task_from_page,
                                                                                      task_to_page, len(chunks),
                                                                                      timer() - start_ts))

sandbox/Makefile

@@ -0,0 +1,114 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+
+# Force using Bash to ensure the source command is available
+SHELL := /bin/bash
+
+# Environment variable definitions
+VENV := .venv
+PYTHON := $(VENV)/bin/python
+UV := uv
+ACTIVATE_SCRIPT := $(VENV)/bin/activate
+SYS_PYTHON := python3
+PYTHONPATH := $(shell pwd)
+
+.PHONY: all setup ensure_env ensure_uv start stop restart build clean test logs
+
+all: setup start
+
+# 🌱 Initialize environment + install dependencies
+setup: ensure_env ensure_uv
+	@echo "📦 Installing dependencies with uv..."
+	source $(ACTIVATE_SCRIPT) && \
+	export PYTHONPATH=$(PYTHONPATH)
+	@$(UV) pip install -r executor_manager/requirements.txt
+	@echo "✅ Setup complete."
+
+# 🔑 Ensure .env exists (copy from .env.example on first run)
+ensure_env:
+	@if [ ! -f ".env" ]; then \
+		if [ -f ".env.example" ]; then \
+			echo "📝 Creating .env from .env.example..."; \
+			cp .env.example .env; \
+		else \
+			echo "⚠️ Warning: .env.example not found, creating empty .env"; \
+			touch .env; \
+		fi; \
+	else \
+		echo "✅ .env already exists."; \
+	fi
+
+# 🔧 Ensure uv is executable (install using system Python)
+ensure_uv:
+	@if ! command -v $(UV) >/dev/null 2>&1; then \
+		echo "🛠️ Installing uv using system Python..."; \
+		$(SYS_PYTHON) -m pip install -q --upgrade pip; \
+		$(SYS_PYTHON) -m pip install -q uv || (echo "⚠️ uv install failed, check manually" && exit 1); \
+	fi
+
+# 🐳 Service control (using safer variable loading)
+start:
+	@echo "🚀 Starting services..."
+	source $(ACTIVATE_SCRIPT) && \
+	export PYTHONPATH=$(PYTHONPATH) && \
+	[ -f .env ] && source .env || true && \
+	bash scripts/start.sh
+
+stop:
+	@echo "🛑 Stopping services..."
+	source $(ACTIVATE_SCRIPT) && \
+	bash scripts/stop.sh
+
+restart: stop start
+	@echo "🔁 Restarting services..."
+
+build:
+	@echo "🔧 Building base sandbox images..."
+	@if [ -f .env ]; then \
+		source .env && \
+		echo "🐍 Building base sandbox image for Python ($$SANDBOX_BASE_PYTHON_IMAGE)..." && \
+		docker build -t "$$SANDBOX_BASE_PYTHON_IMAGE" ./sandbox_base_image/python && \
+		echo "⬢ Building base sandbox image for Nodejs ($$SANDBOX_BASE_NODEJS_IMAGE)..." && \
+		docker build -t "$$SANDBOX_BASE_NODEJS_IMAGE" ./sandbox_base_image/nodejs; \
+	else \
+		echo "⚠️ .env file not found, skipping build."; \
+	fi
+
+test:
+	@echo "🧪 Running sandbox security tests..."
+	source $(ACTIVATE_SCRIPT) && \
+	export PYTHONPATH=$(PYTHONPATH) && \
+	$(PYTHON) tests/sandbox_security_tests_full.py
+
+logs:
+	@echo "📋 Showing logs from api-server and executor-manager..."
+	docker compose logs -f
+
+# 🧹 Clean all containers and volumes
+clean:
+	@echo "🧹 Cleaning all containers and volumes..."
+	@docker compose down -v || true
+	@if [ -f .env ]; then \
+		source .env && \
+		for i in $$(seq 0 $$((SANDBOX_EXECUTOR_MANAGER_POOL_SIZE - 1))); do \
+			echo "🧹 Deleting sandbox_python_$$i..." && \
+			docker rm -f sandbox_python_$$i 2>/dev/null || true && \
+			echo "🧹 Deleting sandbox_nodejs_$$i..." && \
+			docker rm -f sandbox_nodejs_$$i 2>/dev/null || true; \
+		done; \
+	else \
+		echo "⚠️ .env not found, skipping container cleanup"; \
+	fi

sandbox/README.md

@@ -0,0 +1,218 @@
+# RAGFlow Sandbox
+
+A secure, pluggable code execution backend for RAGFlow and beyond.
+
+## 🔧 Features
+
+- ✅ **Seamless RAGFlow Integration** — Out-of-the-box compatibility with the `code` component.
+- 🔐 **High Security** — Leverages [gVisor](https://gvisor.dev/) for syscall-level sandboxing.
+- 🔧 **Customizable Sandboxing** — Easily modify `seccomp` settings as needed.
+- 🧩 **Pluggable Runtime Support** — Easily extend to support any programming language.
+- ⚙️ **Developer Friendly** — Get started with a single command using `Makefile`.
+
+## 🏗 Architecture
+
+<p align="center">
+  <img src="asserts/code_executor_manager.svg" width="520" alt="Architecture Diagram">
+</p>
+
+## 🚀 Quick Start
+
+### 📋 Prerequisites
+
+#### Required
+
+- Linux distro compatible with gVisor
+- [gVisor](https://gvisor.dev/docs/user_guide/install/)
+- Docker >= `24.0.0`
+- Docker Compose >= `v2.26.1` like [RAGFlow](https://github.com/infiniflow/ragflow)
+- [uv](https://docs.astral.sh/uv/) as package and project manager
+
+#### Optional (Recommended)
+
+- [GNU Make](https://www.gnu.org/software/make/) for simplified CLI management
+
+---
+
+### 🐳 Build Docker Base Images
+
+We use isolated base images for secure containerized execution:
+
+```bash
+# Build base images manually
+docker build -t sandbox-base-python:latest ./sandbox_base_image/python
+docker build -t sandbox-base-nodejs:latest ./sandbox_base_image/nodejs
+
+# OR use Makefile
+make build
+```
+
+Then, build the executor manager image:
+
+```bash
+docker build -t sandbox-executor-manager:latest ./executor_manager
+```
+
+---
+
+### 📦 Running with RAGFlow
+
+1. Ensure gVisor is correctly installed.
+2. Configure your `.env` in `docker/.env`:
+
+   - Uncomment sandbox-related variables.
+   - Enable sandbox profile at the bottom.
+3. Add the following line to `/etc/hosts` as recommended:
+
+   ```text
+   127.0.0.1 sandbox-executor-manager
+   ```
+
+4. Start RAGFlow service.
+
+---
+
+### 🧭 Running Standalone
+
+#### Manual Setup
+
+1. Initialize environment:
+
+   ```bash
+   cp .env.example .env
+   ```
+
+2. Launch:
+
+   ```bash
+   docker compose -f docker-compose.yml up
+   ```
+
+3. Test:
+
+   ```bash
+   source .venv/bin/activate
+   export PYTHONPATH=$(pwd)
+   uv pip install -r executor_manager/requirements.txt
+   uv run tests/sandbox_security_tests_full.py
+   ```
+
+#### With Make
+
+```bash
+make          # setup + build + launch + test
+```
+
+---
+
+### 📈 Monitoring
+
+```bash
+docker logs -f sandbox-executor-manager  # Manual
+make logs                                 # With Make
+```
+
+---
+
+### 🧰 Makefile Toolbox
+
+| Command           | Description                                      |
+| ----------------- | ------------------------------------------------ |
+| `make`            | Setup, build, launch and test all at once        |
+| `make setup`      | Initialize environment and install uv            |
+| `make ensure_env` | Auto-create `.env` if missing                    |
+| `make ensure_uv`  | Install `uv` package manager if missing          |
+| `make build`      | Build all Docker base images                     |
+| `make start`      | Start services with safe env loading and testing |
+| `make stop`       | Gracefully stop all services                     |
+| `make restart`    | Shortcut for `stop` + `start`                    |
+| `make test`       | Run full test suite                              |
+| `make logs`       | Stream container logs                            |
+| `make clean`      | Stop and remove orphan containers and volumes    |
+
+---
+
+## 🔐 Security
+
+The RAGFlow sandbox is designed to balance security and usability, offering solid protection without compromising developer experience.
+
+### ✅ gVisor Isolation
+
+At its core, we use [gVisor](https://gvisor.dev/docs/architecture_guide/security/), a user-space kernel, to isolate code execution from the host system. gVisor intercepts and restricts syscalls, offering robust protection against container escapes and privilege escalations.
+
+### 🔒 Optional seccomp Support (Advanced)
+
+For users who need **zero-trust-level syscall control**, we support an additional `seccomp` profile. This feature restricts containers to only a predefined set of system calls, as specified in `executor_manager/seccomp-profile-default.json`.
+
+> ⚠️ This feature is **disabled by default** to maintain compatibility and usability. Enabling it may cause compatibility issues with some dependencies.
+
+#### To enable seccomp
+
+1. Edit your `.env` file:
+
+   ```dotenv
+   SANDBOX_ENABLE_SECCOMP=true
+   ```
+
+2. Customize allowed syscalls in:
+
+   ```
+   executor_manager/seccomp-profile-default.json
+   ```
+
+   This profile is passed to the container with:
+
+   ```bash
+   --security-opt seccomp=/app/seccomp-profile-default.json
+   ```
+
+### 🧠 Python Code AST Inspection
+
+In addition to sandboxing, Python code is **statically analyzed via AST (Abstract Syntax Tree)** before execution. Potentially malicious code (e.g. file operations, subprocess calls, etc.) is rejected early, providing an extra layer of protection.
+
+---
+
+This security model strikes a balance between **robust isolation** and **developer usability**. While `seccomp` can be highly restrictive, our default setup aims to keep things usable for most developers — no obscure crashes or cryptic setup required.
+
+## 📦 Add Extra Dependencies for Supported Languages
+
+Currently, the following languages are officially supported:
+
+| Language | Priority |
+| -------- | -------- |
+| Python   | High     |
+| Node.js  | Medium   |
+
+### 🐍 Python
+
+To add Python dependencies, simply edit the following file:
+
+```bash
+sandbox_base_image/python/requirements.txt
+```
+
+Add any additional packages you need, one per line (just like a normal pip requirements file).
+
+### 🟨 Node.js
+
+To add Node.js dependencies:
+
+1. Navigate to the Node.js base image directory:
+
+   ```bash
+   cd sandbox_base_image/nodejs
+   ```
+
+2. Use `npm` to install the desired packages. For example:
+
+   ```bash
+   npm install lodash
+   ```
+
+3. The dependencies will be saved to `package.json` and `package-lock.json`, and included in the Docker image when rebuilt.
+
+---
+
+## 🤝 Contribution
+
+Contributions are welcome!

sandbox/docker-compose.yml

@@ -0,0 +1,31 @@
+services:
+  sandbox-executor-manager:
+    container_name: sandbox-executor-manager
+    build:
+      context: .
+      dockerfile: executor_manager/Dockerfile
+    image: sandbox-executor-manager:latest
+    runtime: runc
+    privileged: true
+    ports:
+      - "${EXECUTOR_PORT:-9385}:9385"
+    volumes:
+      - /var/run/docker.sock:/var/run/docker.sock
+    networks:
+      - sandbox-network
+    restart: always
+    security_opt:
+      - no-new-privileges:true
+    environment:
+      - SANDBOX_EXECUTOR_MANAGER_POOL_SIZE=${SANDBOX_EXECUTOR_MANAGER_POOL_SIZE:-5}
+      - SANDBOX_BASE_PYTHON_IMAGE=${SANDBOX_BASE_PYTHON_IMAGE-"sandbox-base-python:latest"}
+      - SANDBOX_BASE_NODEJS_IMAGE=${SANDBOX_BASE_NODEJS_IMAGE-"sandbox-base-nodejs:latest"}
+      - SANDBOX_ENABLE_SECCOMP=${SANDBOX_ENABLE_SECCOMP:-false}
+    healthcheck:
+      test: ["CMD-SHELL", "curl --fail http://localhost:9385/healthz || exit 1"]
+      interval: 10s
+      timeout: 5s
+      retries: 5
+networks:
+  sandbox-network:
+    driver: bridge

sandbox/executor_manager/Dockerfile

@@ -0,0 +1,23 @@
+FROM python:3.11-slim-bookworm
+
+RUN grep -rl 'deb.debian.org' /etc/apt/ | xargs sed -i 's|http[s]*://deb.debian.org|https://mirrors.tuna.tsinghua.edu.cn|g' && \
+    apt-get update && \
+    apt-get install -y curl gcc && \
+    rm -rf /var/lib/apt/lists/*
+
+RUN curl -fsSL https://mirrors.aliyun.com/docker-ce/linux/static/stable/x86_64/docker-24.0.7.tgz -o docker.tgz && \
+    tar -xzf docker.tgz && \
+    mv docker/docker /usr/bin/docker && \
+    rm -rf docker docker.tgz
+
+COPY --from=ghcr.io/astral-sh/uv:0.7.5 /uv /uvx /bin/
+ENV UV_INDEX_URL=https://pypi.tuna.tsinghua.edu.cn/simple
+
+
+WORKDIR /app
+COPY executor_manager/ .
+
+RUN uv pip install --system -r requirements.txt
+
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "9385"]
+

sandbox/executor_manager/api/__init__.py

@@ -0,0 +1,15 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#

sandbox/executor_manager/api/handlers.py

@@ -0,0 +1,44 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+import base64
+
+from core.logger import logger
+from fastapi import Request
+from models.enums import ResultStatus
+from models.schemas import CodeExecutionRequest, CodeExecutionResult
+from services.execution import execute_code
+from services.limiter import limiter
+from services.security import analyze_code_security
+
+
+async def healthz_handler():
+    return {"status": "ok"}
+
+
+@limiter.limit("5/second")
+async def run_code_handler(req: CodeExecutionRequest, request: Request):
+    logger.info("🟢 Received /run request")
+
+    code = base64.b64decode(req.code_b64).decode("utf-8")
+    is_safe, issues = analyze_code_security(code, language=req.language)
+    if not is_safe:
+        issue_details = "\n".join([f"Line {lineno}: {issue}" for issue, lineno in issues])
+        return CodeExecutionResult(status=ResultStatus.PROGRAM_RUNNER_ERROR, stdout="", stderr=issue_details, exit_code=-999, detail="Code is unsafe")
+
+    try:
+        return await execute_code(req)
+    except Exception as e:
+        return CodeExecutionResult(status=ResultStatus.PROGRAM_RUNNER_ERROR, stdout="", stderr=str(e), exit_code=-999, detail="unhandled_exception")

sandbox/executor_manager/api/routes.py

@@ -0,0 +1,23 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+from fastapi import APIRouter
+
+from api.handlers import healthz_handler, run_code_handler
+
+router = APIRouter()
+
+router.get("/healthz")(healthz_handler)
+router.post("/run")(run_code_handler)

sandbox/executor_manager/core/__init__.py

@@ -0,0 +1,15 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#

sandbox/executor_manager/core/config.py

@@ -0,0 +1,44 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+import os
+from contextlib import asynccontextmanager
+
+from fastapi import FastAPI
+from util import format_timeout_duration, parse_timeout_duration
+
+from core.container import init_containers, teardown_containers
+from core.logger import logger
+
+TIMEOUT = 10
+
+
+@asynccontextmanager
+async def _lifespan(app: FastAPI):
+    """Asynchronous lifecycle management"""
+    size = int(os.getenv("SANDBOX_EXECUTOR_MANAGER_POOL_SIZE", 1))
+
+    success_count, total_task_count = await init_containers(size)
+    logger.info(f"\n📊 Container pool initialization complete: {success_count}/{total_task_count} available")
+
+    yield
+
+    await teardown_containers()
+
+
+def init():
+    TIMEOUT = parse_timeout_duration(os.getenv("SANDBOX_TIMEOUT"))
+    logger.info(f"Global timeout: {format_timeout_duration(TIMEOUT)}")
+    return _lifespan

sandbox/executor_manager/core/container.py

@@ -0,0 +1,190 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+import asyncio
+import contextlib
+import os
+import time
+from queue import Empty, Queue
+from threading import Lock
+
+from models.enums import SupportLanguage
+from util import env_setting_enabled, is_valid_memory_limit
+from utils.common import async_run_command
+
+from core.logger import logger
+
+_CONTAINER_QUEUES: dict[SupportLanguage, Queue] = {}
+_CONTAINER_LOCK: Lock = Lock()
+
+
+async def init_containers(size: int) -> tuple[int, int]:
+    global _CONTAINER_QUEUES
+    _CONTAINER_QUEUES = {SupportLanguage.PYTHON: Queue(), SupportLanguage.NODEJS: Queue()}
+
+    with _CONTAINER_LOCK:
+        while not _CONTAINER_QUEUES[SupportLanguage.PYTHON].empty():
+            _CONTAINER_QUEUES[SupportLanguage.PYTHON].get_nowait()
+        while not _CONTAINER_QUEUES[SupportLanguage.NODEJS].empty():
+            _CONTAINER_QUEUES[SupportLanguage.NODEJS].get_nowait()
+
+    create_tasks = []
+    for i in range(size):
+        name = f"sandbox_python_{i}"
+        logger.info(f"🛠️ Creating Python container {i + 1}/{size}")
+        create_tasks.append(_prepare_container(name, SupportLanguage.PYTHON))
+
+        name = f"sandbox_nodejs_{i}"
+        logger.info(f"🛠️ Creating Node.js container {i + 1}/{size}")
+        create_tasks.append(_prepare_container(name, SupportLanguage.NODEJS))
+
+    results = await asyncio.gather(*create_tasks, return_exceptions=True)
+    success_count = sum(1 for r in results if r is True)
+    total_task_count = len(create_tasks)
+    return success_count, total_task_count
+
+
+async def teardown_containers():
+    with _CONTAINER_LOCK:
+        while not _CONTAINER_QUEUES[SupportLanguage.PYTHON].empty():
+            name = _CONTAINER_QUEUES[SupportLanguage.PYTHON].get_nowait()
+            await async_run_command("docker", "rm", "-f", name, timeout=5)
+        while not _CONTAINER_QUEUES[SupportLanguage.NODEJS].empty():
+            name = _CONTAINER_QUEUES[SupportLanguage.NODEJS].get_nowait()
+            await async_run_command("docker", "rm", "-f", name, timeout=5)
+
+
+async def _prepare_container(name: str, language: SupportLanguage) -> bool:
+    """Prepare a single container"""
+    with contextlib.suppress(Exception):
+        await async_run_command("docker", "rm", "-f", name, timeout=5)
+
+    if await create_container(name, language):
+        _CONTAINER_QUEUES[language].put(name)
+        return True
+    return False
+
+
+async def create_container(name: str, language: SupportLanguage) -> bool:
+    """Asynchronously create a container"""
+    create_args = [
+        "docker",
+        "run",
+        "-d",
+        "--runtime=runsc",
+        "--name",
+        name,
+        "--read-only",
+        "--tmpfs",
+        "/workspace:rw,exec,size=100M,uid=65534,gid=65534",
+        "--tmpfs",
+        "/tmp:rw,exec,size=50M",
+        "--user",
+        "nobody",
+        "--workdir",
+        "/workspace",
+    ]
+    if os.getenv("SANDBOX_MAX_MEMORY"):
+        memory_limit = os.getenv("SANDBOX_MAX_MEMORY") or "256m"
+        if is_valid_memory_limit(memory_limit):
+            logger.info(f"SANDBOX_MAX_MEMORY: {os.getenv('SANDBOX_MAX_MEMORY')}")
+        else:
+            logger.info("Invalid SANDBOX_MAX_MEMORY, using default value: 256m")
+            memory_limit = "256m"
+        create_args.extend(["--memory", memory_limit])
+    else:
+        logger.info("Set default SANDBOX_MAX_MEMORY: 256m")
+        create_args.extend(["--memory", "256m"])
+
+    if env_setting_enabled("SANDBOX_ENABLE_SECCOMP", "false"):
+        logger.info(f"SANDBOX_ENABLE_SECCOMP: {os.getenv('SANDBOX_ENABLE_SECCOMP')}")
+        create_args.extend(["--security-opt", "seccomp=/app/seccomp-profile-default.json"])
+
+    if language == SupportLanguage.PYTHON:
+        create_args.append(os.getenv("SANDBOX_BASE_PYTHON_IMAGE", "sandbox-base-python:latest"))
+    elif language == SupportLanguage.NODEJS:
+        create_args.append(os.getenv("SANDBOX_BASE_NODEJS_IMAGE", "sandbox-base-nodejs:latest"))
+
+    logger.info(f"Sandbox config:\n\t {create_args}")
+
+    try:
+        returncode, _, stderr = await async_run_command(*create_args, timeout=10)
+        if returncode != 0:
+            logger.error(f"❌ Container creation failed {name}: {stderr}")
+            return False
+
+        if language == SupportLanguage.NODEJS:
+            copy_cmd = ["docker", "exec", name, "bash", "-c", "cp -a /app/node_modules /workspace/"]
+            returncode, _, stderr = await async_run_command(*copy_cmd, timeout=10)
+            if returncode != 0:
+                logger.error(f"❌ Failed to prepare dependencies for {name}: {stderr}")
+                return False
+
+        return await container_is_running(name)
+    except Exception as e:
+        logger.error(f"❌ Container creation exception {name}: {str(e)}")
+        return False
+
+
+async def recreate_container(name: str, language: SupportLanguage) -> bool:
+    """Asynchronously recreate a container"""
+    logger.info(f"🛠️ Recreating container: {name}")
+    try:
+        await async_run_command("docker", "rm", "-f", name, timeout=5)
+
+        return await create_container(name, language)
+    except Exception as e:
+        logger.error(f"❌ Container {name} recreation failed: {str(e)}")
+        return False
+
+
+async def release_container(name: str, language: SupportLanguage):
+    """Asynchronously release a container"""
+    with _CONTAINER_LOCK:
+        if await container_is_running(name):
+            _CONTAINER_QUEUES[language].put(name)
+            logger.info(f"🟢 Released container: {name} (remaining available: {_CONTAINER_QUEUES[language].qsize()})")
+        else:
+            logger.warning(f"⚠️ Container {name} has crashed, attempting to recreate...")
+            if await recreate_container(name, language):
+                _CONTAINER_QUEUES[language].put(name)
+                logger.info(f"✅ Container {name} successfully recreated and returned to queue")
+
+
+async def allocate_container_blocking(language: SupportLanguage, timeout=10) -> str:
+    """Asynchronously allocate an available container"""
+    start_time = time.time()
+    while time.time() - start_time < timeout:
+        try:
+            name = _CONTAINER_QUEUES[language].get_nowait()
+
+            with _CONTAINER_LOCK:
+                if not await container_is_running(name) and not await recreate_container(name, language):
+                    continue
+
+                return name
+        except Empty:
+            await asyncio.sleep(0.1)
+
+    return ""
+
+
+async def container_is_running(name: str) -> bool:
+    """Asynchronously check the container status"""
+    try:
+        returncode, stdout, _ = await async_run_command("docker", "inspect", "-f", "{{.State.Running}}", name, timeout=2)
+        return returncode == 0 and stdout.strip() == "true"
+    except Exception:
+        return False

sandbox/executor_manager/core/logger.py

@@ -0,0 +1,19 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+import logging
+
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger("sandbox")

sandbox/executor_manager/main.py

@@ -0,0 +1,25 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+from api.routes import router as api_router
+from core.config import init
+from fastapi import FastAPI
+from services.limiter import limiter, rate_limit_exceeded_handler
+from slowapi.errors import RateLimitExceeded
+
+app = FastAPI(lifespan=init())
+app.include_router(api_router)
+app.state.limiter = limiter
+app.add_exception_handler(RateLimitExceeded, rate_limit_exceeded_handler)

sandbox/executor_manager/models/__init__.py

@@ -0,0 +1,15 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#

sandbox/executor_manager/models/enums.py

@@ -0,0 +1,47 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+from enum import Enum
+
+
+class SupportLanguage(str, Enum):
+    PYTHON = "python"
+    NODEJS = "nodejs"
+
+
+class ResultStatus(str, Enum):
+    SUCCESS = "success"
+    PROGRAM_ERROR = "program_error"
+    RESOURCE_LIMIT_EXCEEDED = "resource_limit_exceeded"
+    UNAUTHORIZED_ACCESS = "unauthorized_access"
+    RUNTIME_ERROR = "runtime_error"
+    PROGRAM_RUNNER_ERROR = "program_runner_error"
+
+
+class ResourceLimitType(str, Enum):
+    TIME = "time"
+    MEMORY = "memory"
+    OUTPUT = "output"
+
+
+class UnauthorizedAccessType(str, Enum):
+    DISALLOWED_SYSCALL = "disallowed_syscall"
+    FILE_ACCESS = "file_access"
+    NETWORK_ACCESS = "network_access"
+
+
+class RuntimeErrorType(str, Enum):
+    SIGNALLED = "signalled"
+    NONZERO_EXIT = "nonzero_exit"

sandbox/executor_manager/models/schemas.py

@@ -0,0 +1,53 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+import base64
+from typing import Optional
+
+from pydantic import BaseModel, Field, field_validator
+
+from models.enums import ResourceLimitType, ResultStatus, RuntimeErrorType, SupportLanguage, UnauthorizedAccessType
+
+
+class CodeExecutionResult(BaseModel):
+    status: ResultStatus
+    stdout: str
+    stderr: str
+    exit_code: int
+    detail: Optional[str] = None
+
+    # Resource usage
+    time_used_ms: Optional[float] = None
+    memory_used_kb: Optional[float] = None
+
+    # Error details
+    resource_limit_type: Optional[ResourceLimitType] = None
+    unauthorized_access_type: Optional[UnauthorizedAccessType] = None
+    runtime_error_type: Optional[RuntimeErrorType] = None
+
+
+class CodeExecutionRequest(BaseModel):
+    code_b64: str = Field(..., description="Base64 encoded code string")
+    language: SupportLanguage = Field(default=SupportLanguage.PYTHON, description="Programming language")
+    arguments: Optional[dict] = Field(default={}, description="Arguments")
+
+    @field_validator("code_b64")
+    @classmethod
+    def validate_base64(cls, v: str) -> str:
+        try:
+            base64.b64decode(v, validate=True)
+            return v
+        except Exception as e:
+            raise ValueError(f"Invalid base64 encoding: {str(e)}")

sandbox/executor_manager/requirements.txt

@@ -0,0 +1,3 @@
+fastapi
+uvicorn
+slowapi

sandbox/executor_manager/seccomp-profile-default.json

@@ -0,0 +1,55 @@
+{
+  "defaultAction": "SCMP_ACT_ERRNO",
+  "archMap": [
+    {
+      "architecture": "SCMP_ARCH_X86_64",
+      "subArchitectures": [
+        "SCMP_ARCH_X86",
+        "SCMP_ARCH_X32"
+      ]
+    }
+  ],
+  "syscalls": [
+    {
+      "names": [
+        "read",
+        "write",
+        "exit",
+        "sigreturn",
+        "brk",
+        "mmap",
+        "munmap",
+        "rt_sigaction",
+        "rt_sigprocmask",
+        "futex",
+        "clone",
+        "execve",
+        "arch_prctl",
+        "access",
+        "openat",
+        "close",
+        "stat",
+        "fstat",
+        "lstat",
+        "getpid",
+        "gettid",
+        "getuid",
+        "getgid",
+        "geteuid",
+        "getegid",
+        "clock_gettime",
+        "nanosleep",
+        "uname",
+        "writev",
+        "readlink",
+        "getrandom",
+        "statx",
+        "faccessat2",
+        "pread64",
+        "pwrite64",
+        "rt_sigreturn"
+      ],
+      "action": "SCMP_ACT_ALLOW"
+    }
+  ]
+}

sandbox/executor_manager/services/__init__.py

@@ -0,0 +1,15 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#

sandbox/executor_manager/services/execution.py

@@ -0,0 +1,245 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+import asyncio
+import base64
+import json
+import os
+import time
+import uuid
+
+from core.config import TIMEOUT
+from core.container import allocate_container_blocking, release_container
+from core.logger import logger
+from models.enums import ResourceLimitType, ResultStatus, RuntimeErrorType, SupportLanguage, UnauthorizedAccessType
+from models.schemas import CodeExecutionRequest, CodeExecutionResult
+from utils.common import async_run_command
+
+
+async def execute_code(req: CodeExecutionRequest):
+    """Fully asynchronous execution logic"""
+    language = req.language
+    container = await allocate_container_blocking(language)
+    if not container:
+        return CodeExecutionResult(
+            status=ResultStatus.PROGRAM_RUNNER_ERROR,
+            stdout="",
+            stderr="Container pool is busy",
+            exit_code=-10,
+            detail="no_available_container",
+        )
+
+    task_id = str(uuid.uuid4())
+    workdir = f"/tmp/sandbox_{task_id}"
+    os.makedirs(workdir, mode=0o700, exist_ok=True)
+
+    try:
+        if language == SupportLanguage.PYTHON:
+            code_name = "main.py"
+            # code
+            code_path = os.path.join(workdir, code_name)
+            with open(code_path, "wb") as f:
+                f.write(base64.b64decode(req.code_b64))
+            # runner
+            runner_name = "runner.py"
+            runner_path = os.path.join(workdir, runner_name)
+            with open(runner_path, "w") as f:
+                f.write("""import json
+import os
+import sys
+sys.path.insert(0, os.path.dirname(__file__))
+from main import main
+if __name__ == "__main__":
+    args = json.loads(sys.argv[1])
+    result = main(**args)
+    if result is not None:
+        print(result)
+""")
+
+        elif language == SupportLanguage.NODEJS:
+            code_name = "main.js"
+            code_path = os.path.join(workdir, "main.js")
+            with open(code_path, "wb") as f:
+                f.write(base64.b64decode(req.code_b64))
+
+            runner_name = "runner.js"
+            runner_path = os.path.join(workdir, "runner.js")
+            with open(runner_path, "w") as f:
+                f.write("""
+const fs = require('fs');
+const path = require('path');
+
+const args = JSON.parse(process.argv[2]);
+
+const mainPath = path.join(__dirname, 'main.js');
+
+if (fs.existsSync(mainPath)) {
+    const { main } = require(mainPath);
+
+    if (typeof args === 'object' && args !== null) {
+        main(args).then(result => {
+            if (result !== null) {
+                console.log(result);
+            }
+        }).catch(err => {
+            console.error('Error in main function:', err);
+        });
+    } else {
+        console.error('Error: args is not a valid object:', args);
+    }
+} else {
+    console.error('main.js not found in the current directory');
+}
+""")
+        # dirs
+        returncode, _, stderr = await async_run_command("docker", "exec", container, "mkdir", "-p", f"/workspace/{task_id}", timeout=5)
+        if returncode != 0:
+            raise RuntimeError(f"Directory creation failed: {stderr}")
+
+        # archive
+        tar_proc = await asyncio.create_subprocess_exec("tar", "czf", "-", "-C", workdir, code_name, runner_name, stdout=asyncio.subprocess.PIPE)
+        tar_stdout, _ = await tar_proc.communicate()
+
+        # unarchive
+        docker_proc = await asyncio.create_subprocess_exec(
+            "docker", "exec", "-i", container, "tar", "xzf", "-", "-C", f"/workspace/{task_id}", stdin=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE
+        )
+        stdout, stderr = await docker_proc.communicate(input=tar_stdout)
+
+        if docker_proc.returncode != 0:
+            raise RuntimeError(stderr.decode())
+
+        # exec
+        start_time = time.time()
+        try:
+            logger.info(f"Passed in args: {req.arguments}")
+            args_json = json.dumps(req.arguments or {})
+            run_args = [
+                "docker",
+                "exec",
+                "--workdir",
+                f"/workspace/{task_id}",
+                container,
+                "timeout",
+                str(TIMEOUT),
+                language,
+            ]
+            # flags
+            if language == SupportLanguage.PYTHON:
+                run_args.extend(["-I", "-B"])
+            elif language == SupportLanguage.NODEJS:
+                run_args.extend([])
+            else:
+                assert True, "Will never reach here"
+            run_args.extend([runner_name, args_json])
+
+            returncode, stdout, stderr = await async_run_command(
+                *run_args,
+                timeout=TIMEOUT + 5,
+            )
+
+            time_used_ms = (time.time() - start_time) * 1000
+
+            logger.info("----------------------------------------------")
+            logger.info(f"Code: {str(base64.b64decode(req.code_b64))}")
+            logger.info(f"{returncode=}")
+            logger.info(f"{stdout=}")
+            logger.info(f"{stderr=}")
+            logger.info(f"{args_json=}")
+
+            if returncode == 0:
+                return CodeExecutionResult(
+                    status=ResultStatus.SUCCESS,
+                    stdout=str(stdout),
+                    stderr=stderr,
+                    exit_code=0,
+                    time_used_ms=time_used_ms,
+                )
+            elif returncode == 124:
+                return CodeExecutionResult(
+                    status=ResultStatus.RESOURCE_LIMIT_EXCEEDED,
+                    stdout="",
+                    stderr="Execution timeout",
+                    exit_code=-124,
+                    resource_limit_type=ResourceLimitType.TIME,
+                    time_used_ms=time_used_ms,
+                )
+            elif returncode == 137:
+                return CodeExecutionResult(
+                    status=ResultStatus.RESOURCE_LIMIT_EXCEEDED,
+                    stdout="",
+                    stderr="Memory limit exceeded (killed by OOM)",
+                    exit_code=-137,
+                    resource_limit_type=ResourceLimitType.MEMORY,
+                    time_used_ms=time_used_ms,
+                )
+            return analyze_error_result(stderr, returncode)
+
+        except asyncio.TimeoutError:
+            await async_run_command("docker", "exec", container, "pkill", "-9", language)
+            return CodeExecutionResult(
+                status=ResultStatus.RESOURCE_LIMIT_EXCEEDED,
+                stdout="",
+                stderr="Execution timeout",
+                exit_code=-1,
+                resource_limit_type=ResourceLimitType.TIME,
+                time_used_ms=(time.time() - start_time) * 1000,
+            )
+
+    except Exception as e:
+        logger.error(f"Execution exception: {str(e)}")
+        return CodeExecutionResult(status=ResultStatus.PROGRAM_RUNNER_ERROR, stdout="", stderr=str(e), exit_code=-3, detail="internal_error")
+
+    finally:
+        # cleanup
+        cleanup_tasks = [async_run_command("docker", "exec", container, "rm", "-rf", f"/workspace/{task_id}"), async_run_command("rm", "-rf", workdir)]
+        await asyncio.gather(*cleanup_tasks, return_exceptions=True)
+        await release_container(container, language)
+
+
+def analyze_error_result(stderr: str, exit_code: int) -> CodeExecutionResult:
+    """Analyze the error result and classify it"""
+    if "Permission denied" in stderr:
+        return CodeExecutionResult(
+            status=ResultStatus.UNAUTHORIZED_ACCESS,
+            stdout="",
+            stderr=stderr,
+            exit_code=exit_code,
+            unauthorized_access_type=UnauthorizedAccessType.FILE_ACCESS,
+        )
+    elif "Operation not permitted" in stderr:
+        return CodeExecutionResult(
+            status=ResultStatus.UNAUTHORIZED_ACCESS,
+            stdout="",
+            stderr=stderr,
+            exit_code=exit_code,
+            unauthorized_access_type=UnauthorizedAccessType.DISALLOWED_SYSCALL,
+        )
+    elif "MemoryError" in stderr:
+        return CodeExecutionResult(
+            status=ResultStatus.RESOURCE_LIMIT_EXCEEDED,
+            stdout="",
+            stderr=stderr,
+            exit_code=exit_code,
+            resource_limit_type=ResourceLimitType.MEMORY,
+        )
+    else:
+        return CodeExecutionResult(
+            status=ResultStatus.PROGRAM_ERROR,
+            stdout="",
+            stderr=stderr,
+            exit_code=exit_code,
+            runtime_error_type=RuntimeErrorType.NONZERO_EXIT,
+        )

sandbox/executor_manager/services/limiter.py

@@ -0,0 +1,38 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+from fastapi import Request
+from fastapi.responses import JSONResponse
+from models.enums import ResultStatus
+from models.schemas import CodeExecutionResult
+from slowapi import Limiter
+from slowapi.errors import RateLimitExceeded
+from slowapi.util import get_remote_address
+
+limiter = Limiter(key_func=get_remote_address)
+
+
+async def rate_limit_exceeded_handler(request: Request, exc: Exception) -> JSONResponse:
+    if isinstance(exc, RateLimitExceeded):
+        return JSONResponse(
+            content=CodeExecutionResult(
+                status=ResultStatus.PROGRAM_RUNNER_ERROR,
+                stdout="",
+                stderr="Too many requests, please try again later",
+                exit_code=-429,
+                detail="Too many requests, please try again later",
+            ).model_dump(),
+        )
+    raise exc

sandbox/executor_manager/services/security.py

@@ -0,0 +1,173 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+import ast
+from typing import List, Tuple
+
+from core.logger import logger
+from models.enums import SupportLanguage
+
+
+class SecurePythonAnalyzer(ast.NodeVisitor):
+    """
+    An AST-based analyzer for detecting unsafe Python code patterns.
+    """
+
+    DANGEROUS_IMPORTS = {"os", "subprocess", "sys", "shutil", "socket", "ctypes", "pickle", "threading", "multiprocessing", "asyncio", "http.client", "ftplib", "telnetlib"}
+
+    DANGEROUS_CALLS = {
+        "eval",
+        "exec",
+        "open",
+        "__import__",
+        "compile",
+        "input",
+        "system",
+        "popen",
+        "remove",
+        "rename",
+        "rmdir",
+        "chdir",
+        "chmod",
+        "chown",
+        "getattr",
+        "setattr",
+        "globals",
+        "locals",
+        "shutil.rmtree",
+        "subprocess.call",
+        "subprocess.Popen",
+        "ctypes",
+        "pickle.load",
+        "pickle.loads",
+        "pickle.dump",
+        "pickle.dumps",
+    }
+
+    def __init__(self):
+        self.unsafe_items: List[Tuple[str, int]] = []
+
+    def visit_Import(self, node: ast.Import):
+        """Check for dangerous imports."""
+        for alias in node.names:
+            if alias.name.split(".")[0] in self.DANGEROUS_IMPORTS:
+                self.unsafe_items.append((f"Import: {alias.name}", node.lineno))
+        self.generic_visit(node)
+
+    def visit_ImportFrom(self, node: ast.ImportFrom):
+        """Check for dangerous imports from specific modules."""
+        if node.module and node.module.split(".")[0] in self.DANGEROUS_IMPORTS:
+            self.unsafe_items.append((f"From Import: {node.module}", node.lineno))
+        self.generic_visit(node)
+
+    def visit_Call(self, node: ast.Call):
+        """Check for dangerous function calls."""
+        if isinstance(node.func, ast.Name) and node.func.id in self.DANGEROUS_CALLS:
+            self.unsafe_items.append((f"Call: {node.func.id}", node.lineno))
+        self.generic_visit(node)
+
+    def visit_Attribute(self, node: ast.Attribute):
+        """Check for dangerous attribute access."""
+        if isinstance(node.value, ast.Name) and node.value.id in self.DANGEROUS_IMPORTS:
+            self.unsafe_items.append((f"Attribute Access: {node.value.id}.{node.attr}", node.lineno))
+        self.generic_visit(node)
+
+    def visit_BinOp(self, node: ast.BinOp):
+        """Check for possible unsafe operations like concatenating strings with commands."""
+        # This could be useful to detect `eval("os." + "system")`
+        if isinstance(node.left, ast.Constant) and isinstance(node.right, ast.Constant):
+            self.unsafe_items.append(("Possible unsafe string concatenation", node.lineno))
+        self.generic_visit(node)
+
+    def visit_FunctionDef(self, node: ast.FunctionDef):
+        """Check for dangerous function definitions (e.g., user-defined eval)."""
+        if node.name in self.DANGEROUS_CALLS:
+            self.unsafe_items.append((f"Function Definition: {node.name}", node.lineno))
+        self.generic_visit(node)
+
+    def visit_Assign(self, node: ast.Assign):
+        """Check for assignments to variables that might lead to dangerous operations."""
+        for target in node.targets:
+            if isinstance(target, ast.Name) and target.id in self.DANGEROUS_CALLS:
+                self.unsafe_items.append((f"Assignment to dangerous variable: {target.id}", node.lineno))
+        self.generic_visit(node)
+
+    def visit_Lambda(self, node: ast.Lambda):
+        """Check for lambda functions with dangerous operations."""
+        if isinstance(node.body, ast.Call) and isinstance(node.body.func, ast.Name) and node.body.func.id in self.DANGEROUS_CALLS:
+            self.unsafe_items.append(("Lambda with dangerous function call", node.lineno))
+        self.generic_visit(node)
+
+    def visit_ListComp(self, node: ast.ListComp):
+        """Check for list comprehensions with dangerous operations."""
+        # First, visit the generators to check for any issues there
+        for elem in node.generators:
+            if isinstance(elem, ast.comprehension):
+                self.generic_visit(elem)
+
+        if isinstance(node.elt, ast.Call) and isinstance(node.elt.func, ast.Name) and node.elt.func.id in self.DANGEROUS_CALLS:
+            self.unsafe_items.append(("List comprehension with dangerous function call", node.lineno))
+        self.generic_visit(node)
+
+    def visit_DictComp(self, node: ast.DictComp):
+        """Check for dictionary comprehensions with dangerous operations."""
+        # Check for dangerous calls in both the key and value expressions of the dictionary comprehension
+        if isinstance(node.key, ast.Call) and isinstance(node.key.func, ast.Name) and node.key.func.id in self.DANGEROUS_CALLS:
+            self.unsafe_items.append(("Dict comprehension with dangerous function call in key", node.lineno))
+
+        if isinstance(node.value, ast.Call) and isinstance(node.value.func, ast.Name) and node.value.func.id in self.DANGEROUS_CALLS:
+            self.unsafe_items.append(("Dict comprehension with dangerous function call in value", node.lineno))
+
+        # Visit other sub-nodes (e.g., the generators in the comprehension)
+        self.generic_visit(node)
+
+    def visit_SetComp(self, node: ast.SetComp):
+        """Check for set comprehensions with dangerous operations."""
+        for elt in node.generators:
+            if isinstance(elt, ast.comprehension):
+                self.generic_visit(elt)
+
+        if isinstance(node.elt, ast.Call) and isinstance(node.elt.func, ast.Name) and node.elt.func.id in self.DANGEROUS_CALLS:
+            self.unsafe_items.append(("Set comprehension with dangerous function call", node.lineno))
+
+        self.generic_visit(node)
+
+    def visit_Yield(self, node: ast.Yield):
+        """Check for yield statements that could be used to produce unsafe values."""
+        if isinstance(node.value, ast.Call) and isinstance(node.value.func, ast.Name) and node.value.func.id in self.DANGEROUS_CALLS:
+            self.unsafe_items.append(("Yield with dangerous function call", node.lineno))
+        self.generic_visit(node)
+
+
+def analyze_code_security(code: str, language: SupportLanguage) -> Tuple[bool, List[Tuple[str, int]]]:
+    """
+    Analyze the provided code string and return whether it's safe and why.
+
+    :param code: The source code to analyze.
+    :param language: The programming language of the code.
+    :return: (is_safe: bool, issues: List of (description, line number))
+    """
+    if language == SupportLanguage.PYTHON:
+        try:
+            tree = ast.parse(code)
+            analyzer = SecurePythonAnalyzer()
+            analyzer.visit(tree)
+            return len(analyzer.unsafe_items) == 0, analyzer.unsafe_items
+        except Exception as e:
+            logger.error(f"[SafeCheck] Python parsing failed: {str(e)}")
+            return False, [(f"Parsing Error: {str(e)}", -1)]
+    else:
+        logger.warning(f"[SafeCheck] Unsupported language for security analysis: {language} — defaulting to SAFE (manual review recommended)")
+        return True, [(f"Unsupported language for security analysis: {language} — defaulted to SAFE, manual review recommended", -1)]

sandbox/executor_manager/util.py

@@ -0,0 +1,76 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+import os
+import re
+
+
+def is_enabled(value: str) -> bool:
+    return str(value).strip().lower() in {"1", "true", "yes", "on"}
+
+
+def env_setting_enabled(env_key: str, default: str = "false") -> bool:
+    value = os.getenv(env_key, default)
+    return is_enabled(value)
+
+
+def is_valid_memory_limit(mem: str | None) -> bool:
+    """
+    Return True if the input string is a valid Docker memory limit (e.g. '256m', '1g').
+    Units allowed: b, k, m, g (case-insensitive).
+    Disallows zero or negative values.
+    """
+    if not mem or not isinstance(mem, str):
+        return False
+
+    mem = mem.strip().lower()
+
+    return re.fullmatch(r"[1-9]\d*(b|k|m|g)", mem) is not None
+
+
+def parse_timeout_duration(timeout: str | None, default_seconds: int = 10) -> int:
+    """
+    Parses a string like '90s', '2m', '1m30s' into total seconds (int).
+    Supports 's', 'm' (lower or upper case). Returns default if invalid.
+    '1m30s' -> 90
+    """
+    if not timeout or not isinstance(timeout, str):
+        return default_seconds
+
+    timeout = timeout.strip().lower()
+
+    pattern = r"^(?:(\d+)m)?(?:(\d+)s)?$"
+    match = re.fullmatch(pattern, timeout)
+    if not match:
+        return default_seconds
+
+    minutes = int(match.group(1)) if match.group(1) else 0
+    seconds = int(match.group(2)) if match.group(2) else 0
+    total = minutes * 60 + seconds
+
+    return total if total > 0 else default_seconds
+
+
+def format_timeout_duration(seconds: int) -> str:
+    """
+    Formats an integer number of seconds into a string like '1m30s'.
+    90 -> '1m30s'
+    """
+    if seconds < 60:
+        return f"{seconds}s"
+    minutes, sec = divmod(seconds, 60)
+    if sec == 0:
+        return f"{minutes}m"
+    return f"{minutes}m{sec}s"

sandbox/executor_manager/utils/__init__.py

@@ -0,0 +1,15 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#

sandbox/executor_manager/utils/common.py

@@ -0,0 +1,36 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+import asyncio
+from typing import Tuple
+
+
+async def async_run_command(*args, timeout: float = 5) -> Tuple[int, str, str]:
+    """Safe asynchronous command execution tool"""
+    proc = await asyncio.create_subprocess_exec(*args, stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE)
+
+    try:
+        stdout, stderr = await asyncio.wait_for(proc.communicate(), timeout=timeout)
+        if proc.returncode is None:
+            raise RuntimeError("Process finished but returncode is None")
+        return proc.returncode, stdout.decode(), stderr.decode()
+    except asyncio.TimeoutError:
+        proc.kill()
+        await proc.wait()
+        raise RuntimeError("Command timed out")
+    except Exception as e:
+        proc.kill()
+        await proc.wait()
+        raise e

sandbox/pyproject.toml

@@ -0,0 +1,28 @@
+[project]
+name = "gvisor-sandbox"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.10"
+dependencies = [
+    "fastapi>=0.115.12",
+    "httpx>=0.28.1",
+    "pydantic>=2.11.4",
+    "requests>=2.32.3",
+    "slowapi>=0.1.9",
+    "uvicorn>=0.34.2",
+]
+
+[[tool.uv.index]]
+url = "https://pypi.tuna.tsinghua.edu.cn/simple"
+
+[dependency-groups]
+dev = [
+    "basedpyright>=1.29.1",
+]
+
+[tool.ruff]
+line-length = 200
+
+[tool.ruff.lint]
+extend-select = ["C4", "SIM", "TCH"]

sandbox/sandbox_base_image/nodejs/Dockerfile

@@ -0,0 +1,17 @@
+FROM node:24-bookworm-slim
+
+RUN npm config set registry https://registry.npmmirror.com
+
+# RUN grep -rl 'deb.debian.org' /etc/apt/ | xargs sed -i 's|http[s]*://deb.debian.org|https://mirrors.ustc.edu.cn|g' && \
+#     apt-get update && \
+#     apt-get install -y curl gcc make
+
+
+WORKDIR /app
+
+COPY package.json package-lock.json .
+
+RUN npm install
+
+CMD ["sleep", "infinity"]
+

sandbox/sandbox_base_image/nodejs/package-lock.json

@@ -0,0 +1,294 @@
+{
+  "name": "nodejs",
+  "version": "1.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "nodejs",
+      "version": "1.0.0",
+      "license": "ISC",
+      "dependencies": {
+        "axios": "^1.9.0"
+      }
+    },
+    "node_modules/asynckit": {
+      "version": "0.4.0",
+      "resolved": "https://registry.npmmirror.com/asynckit/-/asynckit-0.4.0.tgz",
+      "integrity": "sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q==",
+      "license": "MIT"
+    },
+    "node_modules/axios": {
+      "version": "1.9.0",
+      "resolved": "https://registry.npmmirror.com/axios/-/axios-1.9.0.tgz",
+      "integrity": "sha512-re4CqKTJaURpzbLHtIi6XpDv20/CnpXOtjRY5/CU32L8gU8ek9UIivcfvSWvmKEngmVbrUtPpdDwWDWL7DNHvg==",
+      "license": "MIT",
+      "dependencies": {
+        "follow-redirects": "^1.15.6",
+        "form-data": "^4.0.0",
+        "proxy-from-env": "^1.1.0"
+      }
+    },
+    "node_modules/call-bind-apply-helpers": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmmirror.com/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.2.tgz",
+      "integrity": "sha512-Sp1ablJ0ivDkSzjcaJdxEunN5/XvksFJ2sMBFfq6x0ryhQV/2b/KwFe21cMpmHtPOSij8K99/wSfoEuTObmuMQ==",
+      "license": "MIT",
+      "dependencies": {
+        "es-errors": "^1.3.0",
+        "function-bind": "^1.1.2"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/combined-stream": {
+      "version": "1.0.8",
+      "resolved": "https://registry.npmmirror.com/combined-stream/-/combined-stream-1.0.8.tgz",
+      "integrity": "sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==",
+      "license": "MIT",
+      "dependencies": {
+        "delayed-stream": "~1.0.0"
+      },
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
+    "node_modules/delayed-stream": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmmirror.com/delayed-stream/-/delayed-stream-1.0.0.tgz",
+      "integrity": "sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.4.0"
+      }
+    },
+    "node_modules/dunder-proto": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmmirror.com/dunder-proto/-/dunder-proto-1.0.1.tgz",
+      "integrity": "sha512-KIN/nDJBQRcXw0MLVhZE9iQHmG68qAVIBg9CqmUYjmQIhgij9U5MFvrqkUL5FbtyyzZuOeOt0zdeRe4UY7ct+A==",
+      "license": "MIT",
+      "dependencies": {
+        "call-bind-apply-helpers": "^1.0.1",
+        "es-errors": "^1.3.0",
+        "gopd": "^1.2.0"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/es-define-property": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmmirror.com/es-define-property/-/es-define-property-1.0.1.tgz",
+      "integrity": "sha512-e3nRfgfUZ4rNGL232gUgX06QNyyez04KdjFrF+LTRoOXmrOgFKDg4BCdsjW8EnT69eqdYGmRpJwiPVYNrCaW3g==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/es-errors": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmmirror.com/es-errors/-/es-errors-1.3.0.tgz",
+      "integrity": "sha512-Zf5H2Kxt2xjTvbJvP2ZWLEICxA6j+hAmMzIlypy4xcBg1vKVnx89Wy0GbS+kf5cwCVFFzdCFh2XSCFNULS6csw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/es-object-atoms": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmmirror.com/es-object-atoms/-/es-object-atoms-1.1.1.tgz",
+      "integrity": "sha512-FGgH2h8zKNim9ljj7dankFPcICIK9Cp5bm+c2gQSYePhpaG5+esrLODihIorn+Pe6FGJzWhXQotPv73jTaldXA==",
+      "license": "MIT",
+      "dependencies": {
+        "es-errors": "^1.3.0"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/es-set-tostringtag": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmmirror.com/es-set-tostringtag/-/es-set-tostringtag-2.1.0.tgz",
+      "integrity": "sha512-j6vWzfrGVfyXxge+O0x5sh6cvxAog0a/4Rdd2K36zCMV5eJ+/+tOAngRO8cODMNWbVRdVlmGZQL2YS3yR8bIUA==",
+      "license": "MIT",
+      "dependencies": {
+        "es-errors": "^1.3.0",
+        "get-intrinsic": "^1.2.6",
+        "has-tostringtag": "^1.0.2",
+        "hasown": "^2.0.2"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/follow-redirects": {
+      "version": "1.15.9",
+      "resolved": "https://registry.npmmirror.com/follow-redirects/-/follow-redirects-1.15.9.tgz",
+      "integrity": "sha512-gew4GsXizNgdoRyqmyfMHyAmXsZDk6mHkSxZFCzW9gwlbtOW44CDtYavM+y+72qD/Vq2l550kMF52DT8fOLJqQ==",
+      "funding": [
+        {
+          "type": "individual",
+          "url": "https://github.com/sponsors/RubenVerborgh"
+        }
+      ],
+      "license": "MIT",
+      "engines": {
+        "node": ">=4.0"
+      },
+      "peerDependenciesMeta": {
+        "debug": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/form-data": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmmirror.com/form-data/-/form-data-4.0.2.tgz",
+      "integrity": "sha512-hGfm/slu0ZabnNt4oaRZ6uREyfCj6P4fT/n6A1rGV+Z0VdGXjfOhVUpkn6qVQONHGIFwmveGXyDs75+nr6FM8w==",
+      "license": "MIT",
+      "dependencies": {
+        "asynckit": "^0.4.0",
+        "combined-stream": "^1.0.8",
+        "es-set-tostringtag": "^2.1.0",
+        "mime-types": "^2.1.12"
+      },
+      "engines": {
+        "node": ">= 6"
+      }
+    },
+    "node_modules/function-bind": {
+      "version": "1.1.2",
+      "resolved": "https://registry.npmmirror.com/function-bind/-/function-bind-1.1.2.tgz",
+      "integrity": "sha512-7XHNxH7qX9xG5mIwxkhumTox/MIRNcOgDrxWsMt2pAr23WHp6MrRlN7FBSFpCpr+oVO0F744iUgR82nJMfG2SA==",
+      "license": "MIT",
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
+    "node_modules/get-intrinsic": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmmirror.com/get-intrinsic/-/get-intrinsic-1.3.0.tgz",
+      "integrity": "sha512-9fSjSaos/fRIVIp+xSJlE6lfwhES7LNtKaCBIamHsjr2na1BiABJPo0mOjjz8GJDURarmCPGqaiVg5mfjb98CQ==",
+      "license": "MIT",
+      "dependencies": {
+        "call-bind-apply-helpers": "^1.0.2",
+        "es-define-property": "^1.0.1",
+        "es-errors": "^1.3.0",
+        "es-object-atoms": "^1.1.1",
+        "function-bind": "^1.1.2",
+        "get-proto": "^1.0.1",
+        "gopd": "^1.2.0",
+        "has-symbols": "^1.1.0",
+        "hasown": "^2.0.2",
+        "math-intrinsics": "^1.1.0"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
+    "node_modules/get-proto": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmmirror.com/get-proto/-/get-proto-1.0.1.tgz",
+      "integrity": "sha512-sTSfBjoXBp89JvIKIefqw7U2CCebsc74kiY6awiGogKtoSGbgjYE/G/+l9sF3MWFPNc9IcoOC4ODfKHfxFmp0g==",
+      "license": "MIT",
+      "dependencies": {
+        "dunder-proto": "^1.0.1",
+        "es-object-atoms": "^1.0.0"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/gopd": {
+      "version": "1.2.0",
+      "resolved": "https://registry.npmmirror.com/gopd/-/gopd-1.2.0.tgz",
+      "integrity": "sha512-ZUKRh6/kUFoAiTAtTYPZJ3hw9wNxx+BIBOijnlG9PnrJsCcSjs1wyyD6vJpaYtgnzDrKYRSqf3OO6Rfa93xsRg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
+    "node_modules/has-symbols": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmmirror.com/has-symbols/-/has-symbols-1.1.0.tgz",
+      "integrity": "sha512-1cDNdwJ2Jaohmb3sg4OmKaMBwuC48sYni5HUw2DvsC8LjGTLK9h+eb1X6RyuOHe4hT0ULCW68iomhjUoKUqlPQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
+    "node_modules/has-tostringtag": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmmirror.com/has-tostringtag/-/has-tostringtag-1.0.2.tgz",
+      "integrity": "sha512-NqADB8VjPFLM2V0VvHUewwwsw0ZWBaIdgo+ieHtK3hasLz4qeCRjYcqfB6AQrBggRKppKF8L52/VqdVsO47Dlw==",
+      "license": "MIT",
+      "dependencies": {
+        "has-symbols": "^1.0.3"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
+    "node_modules/hasown": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmmirror.com/hasown/-/hasown-2.0.2.tgz",
+      "integrity": "sha512-0hJU9SCPvmMzIBdZFqNPXWa6dqh7WdH0cII9y+CyS8rG3nL48Bclra9HmKhVVUHyPWNH5Y7xDwAB7bfgSjkUMQ==",
+      "license": "MIT",
+      "dependencies": {
+        "function-bind": "^1.1.2"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/math-intrinsics": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmmirror.com/math-intrinsics/-/math-intrinsics-1.1.0.tgz",
+      "integrity": "sha512-/IXtbwEk5HTPyEwyKX6hGkYXxM9nbj64B+ilVJnC/R6B0pH5G4V3b0pVbL7DBj4tkhBAppbQUlf6F6Xl9LHu1g==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/mime-db": {
+      "version": "1.52.0",
+      "resolved": "https://registry.npmmirror.com/mime-db/-/mime-db-1.52.0.tgz",
+      "integrity": "sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/mime-types": {
+      "version": "2.1.35",
+      "resolved": "https://registry.npmmirror.com/mime-types/-/mime-types-2.1.35.tgz",
+      "integrity": "sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw==",
+      "license": "MIT",
+      "dependencies": {
+        "mime-db": "1.52.0"
+      },
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/proxy-from-env": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmmirror.com/proxy-from-env/-/proxy-from-env-1.1.0.tgz",
+      "integrity": "sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg==",
+      "license": "MIT"
+    }
+  }
+}

sandbox/sandbox_base_image/nodejs/package.json

@@ -0,0 +1,15 @@
+{
+  "name": "nodejs",
+  "version": "1.0.0",
+  "main": "index.js",
+  "scripts": {
+    "test": "echo \"Error: no test specified\" && exit 1"
+  },
+  "keywords": [],
+  "author": "",
+  "license": "ISC",
+  "description": "",
+  "dependencies": {
+    "axios": "^1.9.0"
+  }
+}

sandbox/sandbox_base_image/python/Dockerfile

@@ -0,0 +1,15 @@
+FROM python:3.11-slim-bookworm
+
+COPY --from=ghcr.io/astral-sh/uv:0.7.5 /uv /uvx /bin/
+ENV UV_INDEX_URL=https://pypi.tuna.tsinghua.edu.cn/simple
+
+COPY requirements.txt .
+
+RUN grep -rl 'deb.debian.org' /etc/apt/ | xargs sed -i 's|http[s]*://deb.debian.org|https://mirrors.tuna.tsinghua.edu.cn|g' && \
+    apt-get update && \
+    apt-get install -y curl gcc && \
+    uv pip install --system -r requirements.txt
+
+WORKDIR /workspace
+
+CMD ["sleep", "infinity"]

sandbox/sandbox_base_image/python/requirements.txt

@@ -0,0 +1,3 @@
+numpy
+pandas
+requests

sandbox/scripts/restart.sh

@@ -0,0 +1,21 @@
+#!/bin/bash
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+
+set -e
+
+bash "$(dirname "$0")/stop.sh"
+bash "$(dirname "$0")/start.sh"

sandbox/scripts/start.sh

@@ -0,0 +1,72 @@
+#!/bin/bash
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+
+set -e
+
+BASE_DIR="$(cd "$(dirname "$0")/.." && pwd)"
+cd "$BASE_DIR"
+
+if [ -f .env ]; then
+  source .env
+  SANDBOX_EXECUTOR_MANAGER_PORT="${SANDBOX_EXECUTOR_MANAGER_PORT:-9385}"        # Default to 9385 if not set in .env
+  SANDBOX_EXECUTOR_MANAGER_POOL_SIZE="${SANDBOX_EXECUTOR_MANAGER_POOL_SIZE:-5}" # Default to 5 if not set in .env
+  SANDBOX_BASE_PYTHON_IMAGE=${SANDBOX_BASE_PYTHON_IMAGE-"sandbox-base-python:latest"}
+  SANDBOX_BASE_NODEJS_IMAGE=${SANDBOX_BASE_NODEJS_IMAGE-"sandbox-base-nodejs:latest"}
+else
+  echo "⚠️ .env not found, using default ports and pool size"
+  SANDBOX_EXECUTOR_MANAGER_PORT=9385
+  SANDBOX_EXECUTOR_MANAGER_POOL_SIZE=5
+  SANDBOX_BASE_PYTHON_IMAGE=sandbox-base-python:latest
+  SANDBOX_BASE_NODEJS_IMAGE=sandbox-base-nodejs:latest
+fi
+
+echo "📦 STEP 1: Build sandbox-base image ..."
+if [ -f .env ]; then
+  source .env &&
+    echo "🐍 Building base sandbox image for Python ($SANDBOX_BASE_PYTHON_IMAGE)..." &&
+    docker build -t "$SANDBOX_BASE_PYTHON_IMAGE" ./sandbox_base_image/python &&
+    echo "⬢ Building base sandbox image for Nodejs ($SANDBOX_BASE_NODEJS_IMAGE)..." &&
+    docker build -t "$SANDBOX_BASE_NODEJS_IMAGE" ./sandbox_base_image/nodejs
+else
+  echo "⚠️ .env file not found, skipping build."
+fi
+
+echo "🧹 STEP 2: Clean up old sandbox containers (sandbox_nodejs_0~$((SANDBOX_EXECUTOR_MANAGER_POOL_SIZE - 1)) and sandbox_python_0~$((SANDBOX_EXECUTOR_MANAGER_POOL_SIZE - 1))) ..."
+for i in $(seq 0 $((SANDBOX_EXECUTOR_MANAGER_POOL_SIZE - 1))); do
+  echo "🧹 Deleting sandbox_python_$i..."
+  docker rm -f "sandbox_python_$i" >/dev/null 2>&1 || true
+
+  echo "🧹 Deleting sandbox_nodejs_$i..."
+  docker rm -f "sandbox_nodejs_$i" >/dev/null 2>&1 || true
+done
+
+echo "🔧 STEP 3: Build executor services ..."
+docker compose build
+
+echo "🚀 STEP 4: Start services ..."
+docker compose up -d
+
+echo "⏳ STEP 5a: Check if ports are open (basic connectivity) ..."
+bash ./scripts/wait-for-it.sh "localhost" "$SANDBOX_EXECUTOR_MANAGER_PORT" -t 30
+
+echo "⏳ STEP 5b: Check if the interfaces are healthy (/healthz) ..."
+bash ./scripts/wait-for-it-http.sh "http://localhost:$SANDBOX_EXECUTOR_MANAGER_PORT/healthz" 30
+
+echo "✅ STEP 6: Run security tests ..."
+python3 ./tests/sandbox_security_tests_full.py
+
+echo "🎉 Service is ready: http://localhost:$SANDBOX_EXECUTOR_MANAGER_PORT/docs"

sandbox/scripts/stop.sh

@@ -0,0 +1,40 @@
+#!/bin/bash
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+
+set -e
+
+BASE_DIR="$(cd "$(dirname "$0")/.." && pwd)"
+cd "$BASE_DIR"
+
+echo "🛑 Stopping all services..."
+docker compose down
+
+echo "🧹 Deleting sandbox containers..."
+if [ -f .env ]; then
+  source .env
+  for i in $(seq 0 $((SANDBOX_EXECUTOR_MANAGER_POOL_SIZE - 1))); do
+    echo "🧹 Deleting sandbox_python_$i..."
+    docker rm -f "sandbox_python_$i" >/dev/null 2>&1 || true
+
+    echo "🧹 Deleting sandbox_nodejs_$i..."
+    docker rm -f "sandbox_nodejs_$i" >/dev/null 2>&1 || true
+  done
+else
+  echo "⚠️ .env not found, skipping container cleanup"
+fi
+
+echo "✅ Stopping and cleanup complete"

sandbox/scripts/wait-for-it-http.sh

@@ -0,0 +1,31 @@
+#!/bin/bash
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+
+url=$1
+timeout=${2:-15}
+quiet=${3:-0}
+
+for i in $(seq "$timeout"); do
+  if curl -fs "$url" >/dev/null; then
+    [[ "$quiet" -ne 1 ]] && echo "✔ $url is healthy after $i seconds"
+    exit 0
+  fi
+  sleep 1
+done
+
+echo "✖ Timeout after $timeout seconds waiting for $url"
+exit 1

sandbox/scripts/wait-for-it.sh

@@ -0,0 +1,50 @@
+#!/bin/bash
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+
+host=$1
+port=$2
+shift 2
+
+timeout=15
+quiet=0
+
+while [[ $# -gt 0 ]]; do
+  case "$1" in
+  -t | --timeout)
+    timeout="$2"
+    shift 2
+    ;;
+  -q | --quiet)
+    quiet=1
+    shift
+    ;;
+  *)
+    break
+    ;;
+  esac
+done
+
+for i in $(seq "$timeout"); do
+  if nc -z "$host" "$port" >/dev/null 2>&1; then
+    [[ "$quiet" -ne 1 ]] && echo "✔ $host:$port is available after $i seconds"
+    exit 0
+  fi
+  sleep 1
+done
+
+echo "✖ Timeout after $timeout seconds waiting for $host:$port"
+exit 1

sandbox/tests/sandbox_security_tests_full.py

@@ -0,0 +1,436 @@
+#
+#  Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+import base64
+import os
+import textwrap
+import time
+from concurrent.futures import ThreadPoolExecutor, as_completed
+from enum import Enum
+from typing import Dict, Optional
+
+import requests
+from pydantic import BaseModel
+
+API_URL = os.getenv("SANDBOX_API_URL", "http://localhost:9385/run")
+TIMEOUT = 15
+MAX_WORKERS = 5
+
+
+class ResultStatus(str, Enum):
+    SUCCESS = "success"
+    PROGRAM_ERROR = "program_error"
+    RESOURCE_LIMIT_EXCEEDED = "resource_limit_exceeded"
+    UNAUTHORIZED_ACCESS = "unauthorized_access"
+    RUNTIME_ERROR = "runtime_error"
+    PROGRAM_RUNNER_ERROR = "program_runner_error"
+
+
+class ResourceLimitType(str, Enum):
+    TIME = "time"
+    MEMORY = "memory"
+    OUTPUT = "output"
+
+
+class UnauthorizedAccessType(str, Enum):
+    DISALLOWED_SYSCALL = "disallowed_syscall"
+    FILE_ACCESS = "file_access"
+    NETWORK_ACCESS = "network_access"
+
+
+class RuntimeErrorType(str, Enum):
+    SIGNALLED = "signalled"
+    NONZERO_EXIT = "nonzero_exit"
+
+
+class ExecutionResult(BaseModel):
+    status: ResultStatus
+    stdout: str
+    stderr: str
+    exit_code: int
+    detail: Optional[str] = None
+    resource_limit_type: Optional[ResourceLimitType] = None
+    unauthorized_access_type: Optional[UnauthorizedAccessType] = None
+    runtime_error_type: Optional[RuntimeErrorType] = None
+
+
+class TestResult(BaseModel):
+    name: str
+    passed: bool
+    duration: float
+    expected_failure: bool = False
+    result: Optional[ExecutionResult] = None
+    error: Optional[str] = None
+    validation_error: Optional[str] = None
+
+
+def encode_code(code: str) -> str:
+    return base64.b64encode(code.encode("utf-8")).decode("utf-8")
+
+
+def execute_single_test(name: str, code: str, language: str, arguments: dict, expect_fail: bool = False) -> TestResult:
+    """Execute a single test case"""
+    payload = {
+        "code_b64": encode_code(textwrap.dedent(code)),
+        "language": language,
+        "arguments": arguments,
+    }
+
+    test_result = TestResult(name=name, passed=False, duration=0, expected_failure=expect_fail)
+
+    really_processed = False
+    try:
+        while not really_processed:
+            start_time = time.perf_counter()
+
+            resp = requests.post(API_URL, json=payload, timeout=TIMEOUT)
+            resp.raise_for_status()
+            response_data = resp.json()
+            if response_data["exit_code"] == -429:  # too many request
+                print(f"[{name}] Reached request limit, retring...")
+                time.sleep(0.5)
+                continue
+            really_processed = True
+
+            print("-------------------")
+            print(f"{name}:\n{response_data}")
+            print("-------------------")
+
+            test_result.duration = time.perf_counter() - start_time
+            test_result.result = ExecutionResult(**response_data)
+
+            # Validate test result expectations
+            validate_test_result(name, expect_fail, test_result)
+
+    except requests.exceptions.RequestException as e:
+        test_result.duration = time.perf_counter() - start_time
+        test_result.error = f"Request failed: {str(e)}"
+        test_result.result = ExecutionResult(
+            status=ResultStatus.PROGRAM_RUNNER_ERROR,
+            stdout="",
+            stderr=str(e),
+            exit_code=-999,
+            detail="request_failed",
+        )
+
+    return test_result
+
+
+def validate_test_result(name: str, expect_fail: bool, test_result: TestResult):
+    """Validate if the test result meets expectations"""
+    if not test_result.result:
+        test_result.passed = False
+        test_result.validation_error = "No result returned"
+        return
+
+    test_result.passed = test_result.result.status == ResultStatus.SUCCESS
+    # General validation logic
+    if expect_fail:
+        # Tests expected to fail should return a non-success status
+        if test_result.passed:
+            test_result.validation_error = "Expected failure but actually succeeded"
+    else:
+        # Tests expected to succeed should return a success status
+        if not test_result.passed:
+            test_result.validation_error = f"Unexpected failure (status={test_result.result.status})"
+
+
+def get_test_cases() -> Dict[str, dict]:
+    """Return test cases (code, whether expected to fail)"""
+    return {
+        "1 Infinite loop: Should be forcibly terminated": {
+            "code": """
+def main():
+    while True:
+        pass
+            """,
+            "should_fail": True,
+            "arguments": {},
+            "language": "python",
+        },
+        "2 Infinite loop: Should be forcibly terminated": {
+            "code": """
+def main():
+    while True:
+        pass
+            """,
+            "should_fail": True,
+            "arguments": {},
+            "language": "python",
+        },
+        "3 Infinite loop: Should be forcibly terminated": {
+            "code": """
+def main():
+    while True:
+        pass
+            """,
+            "should_fail": True,
+            "arguments": {},
+            "language": "python",
+        },
+        "4 Infinite loop: Should be forcibly terminated": {
+            "code": """
+def main():
+    while True:
+        pass
+            """,
+            "should_fail": True,
+            "arguments": {},
+            "language": "python",
+        },
+        "5 Infinite loop: Should be forcibly terminated": {
+            "code": """
+def main():
+    while True:
+        pass
+            """,
+            "should_fail": True,
+            "arguments": {},
+            "language": "python",
+        },
+        "6 Infinite loop: Should be forcibly terminated": {
+            "code": """
+def main():
+    while True:
+        pass
+            """,
+            "should_fail": True,
+            "arguments": {},
+            "language": "python",
+        },
+        "7 Normal test: Python without dependencies": {
+            "code": """
+def main():
+    return {"data": "hello, world"}
+            """,
+            "should_fail": False,
+            "arguments": {},
+            "language": "python",
+        },
+        "8 Normal test: Python with pandas, should pass without any error": {
+            "code": """
+import pandas as pd
+
+def main():
+    data = {'Name': ['Alice', 'Bob', 'Charlie'],
+            'Age': [25, 30, 35]}
+    df = pd.DataFrame(data)
+            """,
+            "should_fail": False,
+            "arguments": {},
+            "language": "python",
+        },
+        "9 Normal test: Nodejs without dependencies, should pass without any error": {
+            "code": """
+const https = require('https');
+
+async function main(args) {
+  return new Promise((resolve, reject) => {
+    const req = https.get('https://example.com/', (res) => {
+      let data = '';
+
+      res.on('data', (chunk) => {
+        data += chunk;
+      });
+
+      res.on('end', () => {
+        clearTimeout(timeout);
+        console.log('Body:', data);
+        resolve(data);
+      });
+    });
+
+    const timeout = setTimeout(() => {
+      req.destroy(new Error('Request timeout after 10s'));
+    }, 10000);
+
+    req.on('error', (err) => {
+      clearTimeout(timeout);
+      console.error('Error:', err.message);
+      reject(err);
+    });
+  });
+}
+
+module.exports = { main };
+            """,
+            "should_fail": False,
+            "arguments": {},
+            "language": "nodejs",
+        },
+        "10 Normal test: Nodejs with axios, should pass without any error": {
+            "code": """
+const axios = require('axios');
+
+async function main(args) {
+  try {
+    const response = await axios.get('https://example.com/', {
+      timeout: 10000
+    });
+    console.log('Body:', response.data);
+  } catch (error) {
+    console.error('Error:', error.message);
+  }
+}
+
+module.exports = { main };
+            """,
+            "should_fail": False,
+            "arguments": {},
+            "language": "nodejs",
+        },
+        "11 Dangerous import: Should fail due to os module import": {
+            "code": """
+import os
+
+def main():
+    pass
+            """,
+            "should_fail": True,
+            "arguments": {},
+            "language": "python",
+        },
+        "12 Dangerous import from subprocess: Should fail due to subprocess import": {
+            "code": """
+from subprocess import Popen
+
+def main():
+    pass
+            """,
+            "should_fail": True,
+            "arguments": {},
+            "language": "python",
+        },
+        "13 Dangerous call: Should fail due to eval function call": {
+            "code": """
+def main():
+    eval('os.system("echo hello")')
+            """,
+            "should_fail": True,
+            "arguments": {},
+            "language": "python",
+        },
+        "14 Dangerous attribute access: Should fail due to shutil.rmtree": {
+            "code": """
+import shutil
+
+def main():
+    shutil.rmtree('/some/path')
+            """,
+            "should_fail": True,
+            "arguments": {},
+            "language": "python",
+        },
+        "15 Dangerous binary operation: Should fail due to unsafe concatenation leading to eval": {
+            "code": """
+def main():
+    dangerous_string = "os." + "system"
+    eval(dangerous_string + '("echo hello")')
+            """,
+            "should_fail": True,
+            "arguments": {},
+            "language": "python",
+        },
+        "16 Dangerous function definition: Should fail due to user-defined eval function": {
+            "code": """
+def eval_function():
+    eval('os.system("echo hello")')
+
+def main():
+    eval_function()
+            """,
+            "should_fail": True,
+            "arguments": {},
+            "language": "python",
+        },
+        "17 Memory exhaustion(256m): Should fail due to exceeding memory limit(try to allocate 300m)": {
+            "code": """
+def main():
+    x = ['a' * 1024 * 1024] * 300  # 300MB
+""",
+            "should_fail": True,
+            "arguments": {},
+            "language": "python",
+        },
+    }
+
+
+def print_test_report(results: Dict[str, TestResult]):
+    print("\n=== 🔍 Test Report ===")
+
+    max_name_len = max(len(name) for name in results)
+
+    for name, result in results.items():
+        status = "✅" if result.passed else "❌"
+        if result.expected_failure:
+            status = "⚠️" if result.passed else "✓"  # Expected failure case
+
+        print(f"{status} {name.ljust(max_name_len)} {result.duration:.2f}s")
+
+        if result.error:
+            print(f"   REQUEST ERROR: {result.error}")
+        if result.validation_error:
+            print(f"   VALIDATION ERROR: {result.validation_error}")
+
+        if result.result and not result.passed:
+            print(f"   STATUS: {result.result.status}")
+            if result.result.stderr:
+                print(f"   STDERR: {result.result.stderr[:200]}...")
+            if result.result.detail:
+                print(f"   DETAIL: {result.result.detail}")
+
+    passed = sum(1 for r in results.values() if ((not r.expected_failure and r.passed) or (r.expected_failure and not r.passed)))
+    failed = len(results) - passed
+
+    print("\n=== 📊 Statistics ===")
+    print(f"✅ Passed: {passed}")
+    print(f"❌ Failed: {failed}")
+    print(f"📌 Total: {len(results)}")
+
+
+def main():
+    print(f"🔐 Starting sandbox security tests (API: {API_URL})")
+    print(f"🚀 Concurrent threads: {MAX_WORKERS}")
+
+    test_cases = get_test_cases()
+    results = {}
+
+    with ThreadPoolExecutor(max_workers=MAX_WORKERS) as executor:
+        futures = {}
+        for name, detail in test_cases.items():
+            # ✅ Log when a task is submitted
+            print(f"✅ Task submitted: {name}")
+            time.sleep(0.4)
+            future = executor.submit(execute_single_test, name, detail["code"], detail["language"], detail["arguments"], detail["should_fail"])
+            futures[future] = name
+
+        print("\n=== 🚦 Test Progress ===")
+        for i, future in enumerate(as_completed(futures)):
+            name = futures[future]
+            print(f"  {i + 1}/{len(test_cases)} completed: {name}")
+            try:
+                results[name] = future.result()
+            except Exception as e:
+                print(f"⚠️ Test {name} execution exception: {str(e)}")
+                results[name] = TestResult(name=name, passed=False, duration=0, error=f"Execution exception: {str(e)}")
+
+    print_test_report(results)
+
+    if any(not r.passed and not r.expected_failure for r in results.values()):
+        exit(1)
+
+
+if __name__ == "__main__":
+    main()

sandbox/uv.lock

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+
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+[[package]]
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+    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
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+    { name = "sniffio" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
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+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/3d/bc/30f903f891a82d402ffb5fda27ec1d621cc97cb74c16fea0b6141f1d4e87/wrapt-1.17.2-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:4a721d3c943dae44f8e243b380cb645a709ba5bd35d3ad27bc2ed947e9c68192", size = 56312 },
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/8a/04/c97273eb491b5f1c918857cd26f314b74fc9b29224521f5b83f872253725/wrapt-1.17.2-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:766d8bbefcb9e00c3ac3b000d9acc51f1b399513f44d77dfe0eb026ad7c9a19b", size = 40062 },
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/4e/ca/3b7afa1eae3a9e7fefe499db9b96813f41828b9fdb016ee836c4c379dadb/wrapt-1.17.2-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:e496a8ce2c256da1eb98bd15803a79bee00fc351f5dfb9ea82594a3f058309e0", size = 40155 },
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/89/be/7c1baed43290775cb9030c774bc53c860db140397047cc49aedaf0a15477/wrapt-1.17.2-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:40d615e4fe22f4ad3528448c193b218e077656ca9ccb22ce2cb20db730f8d306", size = 113471 },
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/32/98/4ed894cf012b6d6aae5f5cc974006bdeb92f0241775addad3f8cd6ab71c8/wrapt-1.17.2-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a5aaeff38654462bc4b09023918b7f21790efb807f54c000a39d41d69cf552cb", size = 101208 },
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/ea/fd/0c30f2301ca94e655e5e057012e83284ce8c545df7661a78d8bfca2fac7a/wrapt-1.17.2-cp313-cp313t-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9a7d15bbd2bc99e92e39f49a04653062ee6085c0e18b3b7512a4f2fe91f2d681", size = 109339 },
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/75/56/05d000de894c4cfcb84bcd6b1df6214297b8089a7bd324c21a4765e49b14/wrapt-1.17.2-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:e3890b508a23299083e065f435a492b5435eba6e304a7114d2f919d400888cc6", size = 110232 },
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/53/f8/c3f6b2cf9b9277fb0813418e1503e68414cd036b3b099c823379c9575e6d/wrapt-1.17.2-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:8c8b293cd65ad716d13d8dd3624e42e5a19cc2a2f1acc74b30c2c13f15cb61a6", size = 100476 },
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/a7/b1/0bb11e29aa5139d90b770ebbfa167267b1fc548d2302c30c8f7572851738/wrapt-1.17.2-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:4c82b8785d98cdd9fed4cac84d765d234ed3251bd6afe34cb7ac523cb93e8b4f", size = 106377 },
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/6a/e1/0122853035b40b3f333bbb25f1939fc1045e21dd518f7f0922b60c156f7c/wrapt-1.17.2-cp313-cp313t-win32.whl", hash = "sha256:13e6afb7fe71fe7485a4550a8844cc9ffbe263c0f1a1eea569bc7091d4898555", size = 37986 },
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/09/5e/1655cf481e079c1f22d0cabdd4e51733679932718dc23bf2db175f329b76/wrapt-1.17.2-cp313-cp313t-win_amd64.whl", hash = "sha256:eaf675418ed6b3b31c7a989fd007fa7c3be66ce14e5c3b27336383604c9da85c", size = 40750 },
+    { url = "https://pypi.tuna.tsinghua.edu.cn/packages/2d/82/f56956041adef78f849db6b289b282e72b55ab8045a75abad81898c28d19/wrapt-1.17.2-py3-none-any.whl", hash = "sha256:b18f2d1533a71f069c7f82d524a52599053d4c7166e9dd374ae2136b7f40f7c8", size = 23594 },
+]

web/src/components/collapse.tsx

@@ -0,0 +1,28 @@
+import {
+  Collapsible,
+  CollapsibleContent,
+  CollapsibleTrigger,
+} from '@/components/ui/collapsible';
+import { ListCollapse } from 'lucide-react';
+import { PropsWithChildren, ReactNode } from 'react';
+
+type CollapseProps = {
+  title?: ReactNode;
+  rightContent?: ReactNode;
+} & PropsWithChildren;
+
+export function Collapse({ title, children, rightContent }: CollapseProps) {
+  return (
+    <Collapsible defaultOpen>
+      <CollapsibleTrigger className="w-full">
+        <section className="flex justify-between items-center pb-2">
+          <div className="flex items-center gap-1">
+            <ListCollapse className="size-4" /> {title}
+          </div>
+          <div>{rightContent}</div>
+        </section>
+      </CollapsibleTrigger>
+      <CollapsibleContent>{children}</CollapsibleContent>
+    </Collapsible>
+  );
+}

web/src/components/prompt-editor/index.tsx

@@ -19,7 +19,7 @@ import {
 import { cn } from '@/lib/utils';
 import { useLexicalComposerContext } from '@lexical/react/LexicalComposerContext';
 import { Variable } from 'lucide-react';
-import { useCallback, useState } from 'react';
+import { ReactNode, useCallback, useState } from 'react';
 import { useTranslation } from 'react-i18next';
 import { Tooltip, TooltipContent, TooltipTrigger } from '../ui/tooltip';
 import theme from './theme';
@@ -45,6 +45,7 @@ const Nodes: Array<Klass<LexicalNode>> = [
 type IProps = {
   value?: string;
   onChange?: (value?: string) => void;
+  placeholder?: ReactNode;
 };
 
 function PromptContent() {
@@ -99,7 +100,7 @@ function PromptContent() {
   );
 }
 
-export function PromptEditor({ value, onChange }: IProps) {
+export function PromptEditor({ value, onChange, placeholder }: IProps) {
   const { t } = useTranslation();
   const initialConfig: InitialConfigType = {
     namespace: 'PromptEditor',
@@ -124,16 +125,25 @@ export function PromptEditor({ value, onChange }: IProps) {
   );
 
   return (
-    <LexicalComposer initialConfig={initialConfig}>
-      <RichTextPlugin
-        contentEditable={<PromptContent></PromptContent>}
-        placeholder={
-          <div className="absolute top-2 left-2">{t('common.pleaseInput')}</div>
-        }
-        ErrorBoundary={LexicalErrorBoundary}
-      />
-      <VariablePickerMenuPlugin value={value}></VariablePickerMenuPlugin>
-      <VariableOnChangePlugin onChange={onValueChange}></VariableOnChangePlugin>
-    </LexicalComposer>
+    <div className="relative">
+      <LexicalComposer initialConfig={initialConfig}>
+        <RichTextPlugin
+          contentEditable={<PromptContent></PromptContent>}
+          placeholder={
+            <div
+              className="absolute top-10 left-2 text-text-sub-title"
+              data-xxx
+            >
+              {placeholder || t('common.pleaseInput')}
+            </div>
+          }
+          ErrorBoundary={LexicalErrorBoundary}
+        />
+        <VariablePickerMenuPlugin value={value}></VariablePickerMenuPlugin>
+        <VariableOnChangePlugin
+          onChange={onValueChange}
+        ></VariableOnChangePlugin>
+      </LexicalComposer>
+    </div>
   );
 }

web/src/components/ui/button.tsx

@@ -3,7 +3,7 @@ import { cva, type VariantProps } from 'class-variance-authority';
 import * as React from 'react';
 
 import { cn } from '@/lib/utils';
-import { Loader2 } from 'lucide-react';
+import { Loader2, Plus } from 'lucide-react';
 
 const buttonVariants = cva(
   'inline-flex items-center justify-center gap-2 whitespace-nowrap rounded-md text-sm font-medium ring-offset-background transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 [&_svg]:pointer-events-none [&_svg]:size-4 [&_svg]:shrink-0',
@@ -93,3 +93,18 @@ export const ButtonLoading = React.forwardRef<
 ButtonLoading.displayName = 'ButtonLoading';
 
 export { Button, buttonVariants };
+
+export const BlockButton = React.forwardRef<HTMLButtonElement, ButtonProps>(
+  ({ children, className, ...props }, ref) => {
+    return (
+      <Button
+        variant={'outline'}
+        ref={ref}
+        className={cn('w-full border-dashed border-input-border', className)}
+        {...props}
+      >
+        <Plus /> {children}
+      </Button>
+    );
+  },
+);

web/src/components/ui/form.tsx

@@ -14,8 +14,7 @@ import {
 
 import { Label } from '@/components/ui/label';
 import { cn } from '@/lib/utils';
-import { Info } from 'lucide-react';
-import { Tooltip, TooltipContent, TooltipTrigger } from './tooltip';
+import { FormTooltip } from './tooltip';
 
 const Form = FormProvider;
 
@@ -104,16 +103,7 @@ const FormLabel = React.forwardRef<
       {...props}
     >
       {props.children}
-      {tooltip && (
-        <Tooltip>
-          <TooltipTrigger>
-            <Info className="size-3 ml-2" />
-          </TooltipTrigger>
-          <TooltipContent>
-            <p>{tooltip}</p>
-          </TooltipContent>
-        </Tooltip>
-      )}
+      {tooltip && <FormTooltip tooltip={tooltip}></FormTooltip>}
     </Label>
   );
 });

web/src/components/ui/tooltip.tsx

@@ -4,6 +4,7 @@ import * as TooltipPrimitive from '@radix-ui/react-tooltip';
 import * as React from 'react';
 
 import { cn } from '@/lib/utils';
+import { Info } from 'lucide-react';
 
 const TooltipProvider = TooltipPrimitive.Provider;
 
@@ -28,3 +29,16 @@ const TooltipContent = React.forwardRef<
 TooltipContent.displayName = TooltipPrimitive.Content.displayName;
 
 export { Tooltip, TooltipContent, TooltipProvider, TooltipTrigger };
+
+export const FormTooltip = ({ tooltip }: { tooltip: React.ReactNode }) => {
+  return (
+    <Tooltip>
+      <TooltipTrigger>
+        <Info className="size-3 ml-2" />
+      </TooltipTrigger>
+      <TooltipContent>
+        <p>{tooltip}</p>
+      </TooltipContent>
+    </Tooltip>
+  );
+};

web/src/hooks/use-agent-request.ts

@@ -1,22 +1,111 @@
 import { IFlow } from '@/interfaces/database/flow';
 import flowService from '@/services/flow-service';
-import { useQuery } from '@tanstack/react-query';
+import { useMutation, useQuery, useQueryClient } from '@tanstack/react-query';
+import { useDebounce } from 'ahooks';
+import { message } from 'antd';
+import { useCallback } from 'react';
+import {
+  useGetPaginationWithRouter,
+  useHandleSearchChange,
+} from './logic-hooks';
 
 export const enum AgentApiAction {
   FetchAgentList = 'fetchAgentList',
+  UpdateAgentSetting = 'updateAgentSetting',
+  DeleteAgent = 'deleteAgent',
 }
 
-export const useFetchAgentList = () => {
-  const { data, isFetching: loading } = useQuery<IFlow[]>({
-    queryKey: [AgentApiAction.FetchAgentList],
-    initialData: [],
+export const useFetchAgentListByPage = () => {
+  const { searchString, handleInputChange } = useHandleSearchChange();
+  const { pagination, setPagination } = useGetPaginationWithRouter();
+  const debouncedSearchString = useDebounce(searchString, { wait: 500 });
+
+  const { data, isFetching: loading } = useQuery<{
+    kbs: IFlow[];
+    total: number;
+  }>({
+    queryKey: [
+      AgentApiAction.FetchAgentList,
+      {
+        debouncedSearchString,
+        ...pagination,
+      },
+    ],
+    initialData: { kbs: [], total: 0 },
     gcTime: 0,
     queryFn: async () => {
-      const { data } = await flowService.listCanvas();
+      const { data } = await flowService.listCanvasTeam({
+        keywords: debouncedSearchString,
+        page_size: pagination.pageSize,
+        page: pagination.current,
+      });
 
       return data?.data ?? [];
     },
   });
 
-  return { data, loading };
+  const onInputChange: React.ChangeEventHandler<HTMLInputElement> = useCallback(
+    (e) => {
+      // setPagination({ page: 1 }); // TODO: 这里导致重复请求
+      handleInputChange(e);
+    },
+    [handleInputChange],
+  );
+
+  return {
+    data: data.kbs,
+    loading,
+    searchString,
+    handleInputChange: onInputChange,
+    pagination: { ...pagination, total: data?.total },
+    setPagination,
+  };
+};
+
+export const useUpdateAgentSetting = () => {
+  const queryClient = useQueryClient();
+
+  const {
+    data,
+    isPending: loading,
+    mutateAsync,
+  } = useMutation({
+    mutationKey: [AgentApiAction.UpdateAgentSetting],
+    mutationFn: async (params: any) => {
+      const ret = await flowService.settingCanvas(params);
+      if (ret?.data?.code === 0) {
+        message.success('success');
+        queryClient.invalidateQueries({
+          queryKey: [AgentApiAction.FetchAgentList],
+        });
+      } else {
+        message.error(ret?.data?.data);
+      }
+      return ret?.data?.code;
+    },
+  });
+
+  return { data, loading, updateAgentSetting: mutateAsync };
+};
+
+export const useDeleteAgent = () => {
+  const queryClient = useQueryClient();
+  const {
+    data,
+    isPending: loading,
+    mutateAsync,
+  } = useMutation({
+    mutationKey: [AgentApiAction.DeleteAgent],
+    mutationFn: async (canvasIds: string[]) => {
+      const { data } = await flowService.removeCanvas({ canvasIds });
+      if (data.code === 0) {
+        queryClient.invalidateQueries({
+          queryKey: [AgentApiAction.FetchAgentList],
+        });
+      }
+      return data?.data ?? [];
+    },
+  });
+
+  return { data, loading, deleteAgent: mutateAsync };
 };

web/src/locales/de.ts

@@ -144,7 +144,7 @@ export default {
       toMessage: 'Endseitennummer fehlt (ausgeschlossen)',
       layoutRecognize: 'Dokumentenparser',
       layoutRecognizeTip:
-        'Verwendet ein visuelles Modell für die PDF-Layout-Analyse, um Dokumententitel, Textblöcke, Bilder und Tabellen effektiv zu lokalisieren. Wenn die einfache Option gewählt wird, wird nur der reine Text im PDF abgerufen. Bitte beachten Sie, dass diese Option derzeit NUR für PDF-Dokumente funktioniert.',
+        'Verwendet ein visuelles Modell für die PDF-Layout-Analyse, um Dokumententitel, Textblöcke, Bilder und Tabellen effektiv zu lokalisieren. Wenn die einfache Option gewählt wird, wird nur der reine Text im PDF abgerufen. Bitte beachten Sie, dass diese Option derzeit NUR für PDF-Dokumente funktioniert. Weitere Informationen finden Sie unter https://ragflow.io/docs/dev/select_pdf_parser.',
       taskPageSize: 'Aufgabenseitengröße',
       taskPageSizeMessage: 'Bitte geben Sie die Größe der Aufgabenseite ein!',
       taskPageSizeTip:

web/src/locales/en.ts

@@ -455,7 +455,8 @@ This auto-tagging feature enhances retrieval by adding another layer of domain-s
       modelTip: 'Large language chat model',
       modelMessage: 'Please select!',
       modelEnabledTools: 'Enabled tools',
-      modelEnabledToolsTip: 'Please select one or more tools for the chat model to use. It takes no effect for models not supporting tool call.',
+      modelEnabledToolsTip:
+        'Please select one or more tools for the chat model to use. It takes no effect for models not supporting tool call.',
       freedom: 'Freedom',
       improvise: 'Improvise',
       precise: 'Precise',
@@ -788,7 +789,9 @@ This auto-tagging feature enhances retrieval by adding another layer of domain-s
       examples: 'Examples',
       to: 'To',
       msg: 'Messages',
-      messagePlaceholder: 'message',
+      msgTip:
+        'Output the variable content of the upstream component or the text entered by yourself.',
+      messagePlaceholder: `Please enter your message content, use '/' to quickly insert variables.`,
       messageMsg: 'Please input message or delete this field.',
       addField: 'Add option',
       addMessage: 'Add message',
@@ -812,7 +815,7 @@ This auto-tagging feature enhances retrieval by adding another layer of domain-s
       relevantDescription: `A component that uses the LLM to assess whether the upstream output is relevant to the user's latest query. Ensure you specify the next component for each judge result.`,
       rewriteQuestionDescription: `A component that rewrites a user query from the Interact component, based on the context of previous dialogues.`,
       messageDescription:
-        "A component that sends out a static message. If multiple messages are supplied, it randomly selects one to send. Ensure its downstream is 'Interact', the interface component.",
+        'This component returns the final data output of the workflow along with predefined message content. ',
       keywordDescription: `A component that retrieves top N search results from user's input. Ensure the TopN value is set properly before use.`,
       switchDescription: `A component that evaluates conditions based on the output of previous components and directs the flow of execution accordingly. It allows for complex branching logic by defining cases and specifying actions for each case or default action if no conditions are met.`,
       wikipediaDescription: `A component that searches from wikipedia.org, using TopN to specify the number of search results. It supplements the existing knowledge bases.`,
@@ -1268,14 +1271,22 @@ This delimiter is used to split the input text into several text pieces echo of
       codeDescription: 'It allows developers to write custom Python logic.',
       inputVariables: 'Input variables',
       runningHintText: 'is running...🕞',
+      openingSwitch: 'Opening switch',
+      openingCopy: 'Opening copy',
+      openingSwitchTip:
+        'Your users will see this welcome message at the beginning.',
+      modeTip: 'The mode defines how the workflow is initiated.',
+      beginInputTip:
+        'By defining input parameters, this content can be accessed by other components in subsequent processes.',
     },
     llmTools: {
       bad_calculator: {
-        name: "Calculator",
-        description: "A tool to calculate the sum of two numbers (will give wrong answer)",
+        name: 'Calculator',
+        description:
+          'A tool to calculate the sum of two numbers (will give wrong answer)',
         params: {
-          a: "The first number",
-          b: "The second number",
+          a: 'The first number',
+          b: 'The second number',
         },
       },
     },

web/src/locales/es.ts

@@ -133,7 +133,7 @@ export default {
       toMessage: 'Falta el número de página final (excluido)',
       layoutRecognize: 'Reconocimiento de disposición',
       layoutRecognizeTip:
-        'Usa modelos visuales para el análisis de disposición y así identificar mejor la estructura del documento, encontrar dónde están los títulos, bloques de texto, imágenes y tablas. Sin esta función, solo se obtendrá el texto plano del PDF.',
+        'Usa modelos visuales para el análisis de disposición y así identificar mejor la estructura del documento, encontrar dónde están los títulos, bloques de texto, imágenes y tablas. Sin esta función, solo se obtendrá el texto plano del PDF. Para más información, consulte https://ragflow.io/docs/dev/select_pdf_parser.',
       taskPageSize: 'Tamaño de la tarea por página',
       taskPageSizeMessage:
         '¡Por favor ingresa el tamaño de la tarea por página!',

web/src/locales/id.ts

@@ -138,7 +138,7 @@ export default {
       toMessage: 'Nomor halaman akhir hilang (tidak termasuk)',
       layoutRecognize: 'Pengenalan tata letak',
       layoutRecognizeTip:
-        'Gunakan model visual untuk analisis tata letak untuk lebih mengidentifikasi struktur dokumen, menemukan di mana judul, blok teks, gambar, dan tabel berada. Tanpa fitur ini, hanya teks biasa dari PDF yang dapat diperoleh.',
+        'Gunakan model visual untuk analisis tata letak untuk lebih mengidentifikasi struktur dokumen, menemukan di mana judul, blok teks, gambar, dan tabel berada. Tanpa fitur ini, hanya teks biasa dari PDF yang dapat diperoleh. Untuk informasi lebih lanjut, lihat https://ragflow.io/docs/dev/select_pdf_parser.',
       taskPageSize: 'Ukuran halaman tugas',
       taskPageSizeMessage: 'Silakan masukkan ukuran halaman tugas Anda!',
       taskPageSizeTip: `Jika menggunakan pengenalan tata letak, file PDF akan dibagi menjadi kelompok berturut-turut. Analisis tata letak akan dilakukan secara paralel antar kelompok untuk meningkatkan kecepatan pemrosesan. 'Ukuran halaman tugas' menentukan ukuran kelompok. Semakin besar ukuran halaman, semakin kecil kemungkinan teks berkelanjutan antara halaman dibagi menjadi potongan yang berbeda.`,

web/src/locales/ja.ts

@@ -138,7 +138,7 @@ export default {
       toMessage: '終了ページ番号が不足しています（除外）',
       layoutRecognize: 'レイアウト認識',
       layoutRecognizeTip:
-        'レイアウト分析のためにビジュアルモデルを使用し、文書の構造を理解しやすくします。',
+        'レイアウト分析のためにビジュアルモデルを使用し、文書の構造を理解しやすくします。詳細については、https://ragflow.io/docs/dev/select_pdf_parser をご覧ください。',
       taskPageSize: 'タスクページサイズ',
       taskPageSizeMessage: 'タスクページサイズを入力してください',
       taskPageSizeTip: `レイアウト認識中、PDFファイルはチャンクに分割され、処理速度を向上させるために並列処理されます。`,

web/src/locales/pt-br.ts

@@ -141,7 +141,7 @@ export default {
       toMessage: 'Página final ausente (excluída)',
       layoutRecognize: 'Reconhecimento de layout',
       layoutRecognizeTip:
-        'Use modelos visuais para análise de layout para entender melhor a estrutura do documento e localizar efetivamente títulos, blocos de texto, imagens e tabelas. Se desativado, apenas o texto simples no PDF será recuperado.',
+        'Use modelos visuais para análise de layout para entender melhor a estrutura do documento e localizar efetivamente títulos, blocos de texto, imagens e tabelas. Se desativado, apenas o texto simples no PDF será recuperado. Para mais informações, acesse https://ragflow.io/docs/dev/select_pdf_parser.',
       taskPageSize: 'Tamanho da página da tarefa',
       taskPageSizeMessage: 'Por favor, insira o tamanho da página da tarefa!',
       taskPageSizeTip:

web/src/locales/vi.ts

@@ -144,7 +144,7 @@ export default {
       toMessage: 'Thiếu số trang kết thúc (được loại trừ)',
       layoutRecognize: 'Nhận dạng bố cục',
       layoutRecognizeTip:
-        'Sử dụng các mô hình trực quan để phân tích bố cục nhằm xác định tốt hơn cấu trúc tài liệu, tìm vị trí của tiêu đề, khối văn bản, hình ảnh và bảng. Nếu không có tính năng này, chỉ có thể lấy được văn bản thuần của PDF.',
+        'Sử dụng các mô hình trực quan để phân tích bố cục nhằm xác định tốt hơn cấu trúc tài liệu, tìm vị trí của tiêu đề, khối văn bản, hình ảnh và bảng. Nếu không có tính năng này, chỉ có thể lấy được văn bản thuần của PDF. Để biết thêm thông tin, hãy xem https://ragflow.io/docs/dev/select_pdf_parser.',
       taskPageSize: 'Kích thước trang tác vụ',
       taskPageSizeMessage: 'Vui lòng nhập kích thước trang tác vụ của bạn!',
       taskPageSizeTip: `Nếu sử dụng nhận dạng bố cục, tệp PDF sẽ được chia thành các nhóm trang liên tiếp. Phân tích bố cục sẽ được thực hiện song song giữa các nhóm để tăng tốc độ xử lý. 'Kích thước trang tác vụ' xác định kích thước của các nhóm. Kích thước trang càng lớn, khả năng chia tách văn bản liên tục giữa các trang thành các khối khác nhau càng thấp.`,

web/src/locales/zh-traditional.ts

@@ -143,7 +143,7 @@ export default {
       toMessage: '缺少結束頁碼（不包含）',
       layoutRecognize: 'PDF解析器',
       layoutRecognizeTip:
-        '使用視覺模型進行 PDF 布局分析，以更好地識別文檔結構，找到標題、文字塊、圖像和表格的位置。若選擇 Naive 選項，則只能取得 PDF 的純文字。請注意此功能僅適用於 PDF 文檔，對其他文檔不生效。',
+        '使用視覺模型進行 PDF 布局分析，以更好地識別文檔結構，找到標題、文字塊、圖像和表格的位置。若選擇 Naive 選項，則只能取得 PDF 的純文字。請注意此功能僅適用於 PDF 文檔，對其他文檔不生效。如需更多資訊，請參閱 https://ragflow.io/docs/dev/select_pdf_parser。',
       taskPageSize: '任務頁面大小',
       taskPageSizeMessage: '請輸入您的任務頁面大小！',
       taskPageSizeTip: `如果使用佈局識別，PDF 文件將被分成連續的組。佈局分析將在組之間並行執行，以提高處理速度。“任務頁面大小”決定組的大小。頁面大小越大，將頁面之間的連續文本分割成不同塊的機會就越低。`,
@@ -761,7 +761,8 @@ export default {
       examples: '範例',
       to: '下一步',
       msg: '訊息',
-      messagePlaceholder: '訊息',
+      msgTip: '輸出上游組件的變數內容或自行輸入的文字。',
+      messagePlaceholder: '請輸入您的訊息內容，使用‘/’快速插入變數。',
       messageMsg: '請輸入訊息或刪除此欄位。',
       addField: '新增字段',
       addMessage: '新增訊息',
@@ -786,7 +787,7 @@ export default {
       relevantDescription: `此元件用來判斷upstream的輸出是否與使用者最新的問題相關，『是』代表相關，『否』代表不相關。`,
       rewriteQuestionDescription: `此元件用於細化使用者的提問。通常，當使用者的原始提問無法從知識庫中檢索相關資訊時，此元件可協助您將問題變更為更符合知識庫表達方式的適當問題。`,
       messageDescription:
-        '此元件用於向使用者發送靜態訊息。您可以準備幾條訊息，這些訊息將隨機選擇。',
+        '此元件用來傳回工作流程最後產生的資料內容和原先設定的文字內容。',
       keywordDescription: `該組件用於從用戶的問題中提取關鍵字。 Top N指定需要提取的關鍵字數量。`,
       switchDescription: `該組件用於根據前面組件的輸出評估條件，並相應地引導執行流程。通過定義各種情況並指定操作，或在不滿足條件時採取默認操作，實現複雜的分支邏輯。`,
       wikipediaDescription: `此元件用於從 https://www.wikipedia.org/ 取得搜尋結果。通常，它作為知識庫的補充。 Top N 指定您需要調整的搜尋結果數。`,
@@ -1162,6 +1163,9 @@ export default {
       codeDescription: '它允許開發人員編寫自訂 Python 邏輯。',
       inputVariables: '輸入變數',
       runningHintText: '正在運行...🕞',
+      openingSwitchTip: '您的用戶將在開始時看到此歡迎訊息。',
+      modeTip: '模式定義工作流程如何啟動。 ',
+      beginInputTip: `透過定義輸入參數，這些內容可以在後續流程中被其他元件存取。`,
     },
     footer: {
       profile: '“保留所有權利 @ react”',

web/src/locales/zh.ts

@@ -143,7 +143,7 @@ export default {
       toMessage: '缺少结束页码（不包含）',
       layoutRecognize: 'PDF解析器',
       layoutRecognizeTip:
-        '使用视觉模型进行 PDF 布局分析，以更好地识别文档结构，找到标题、文本块、图像和表格的位置。 如果选择 Naive 选项，则只能获取 PDF 的纯文本。请注意该功能只适用于 PDF 文档，对其他文档不生效。',
+        '使用视觉模型进行 PDF 布局分析，以更好地识别文档结构，找到标题、文本块、图像和表格的位置。 如果选择 Naive 选项，则只能获取 PDF 的纯文本。请注意该功能只适用于 PDF 文档，对其他文档不生效。欲了解更多信息，请参阅 https://ragflow.io/docs/dev/select_pdf_parser。',
       taskPageSize: '任务页面大小',
       taskPageSizeMessage: '请输入您的任务页面大小！',
       taskPageSizeTip: `如果使用布局识别，PDF 文件将被分成连续的组。 布局分析将在组之间并行执行，以提高处理速度。 “任务页面大小”决定组的大小。 页面大小越大，将页面之间的连续文本分割成不同块的机会就越低。`,
@@ -462,7 +462,8 @@ General：实体和关系提取提示来自 GitHub - microsoft/graphrag：基于
       modelTip: '大语言聊天模型',
       modelMessage: '请选择',
       modelEnabledTools: '可用的工具',
-      modelEnabledToolsTip: '请选择一个或多个可供该模型所使用的工具。仅对支持工具调用的模型生效。',
+      modelEnabledToolsTip:
+        '请选择一个或多个可供该模型所使用的工具。仅对支持工具调用的模型生效。',
       freedom: '自由度',
       improvise: '即兴创作',
       precise: '精确',
@@ -788,7 +789,8 @@ General：实体和关系提取提示来自 GitHub - microsoft/graphrag：基于
       examples: '示例',
       to: '下一步',
       msg: '消息',
-      messagePlaceholder: '消息',
+      msgTip: '输出上游组件的变量内容或者自己输入的文本。',
+      messagePlaceholder: '请输入您的消息内容，使用‘/’快速插入变量。',
       messageMsg: '请输入消息或删除此字段。',
       addField: '新增字段',
       addMessage: '新增消息',
@@ -812,7 +814,7 @@ General：实体和关系提取提示来自 GitHub - microsoft/graphrag：基于
       relevantDescription: `该组件用来判断upstream的输出是否与用户最新的问题相关，‘是’代表相关，‘否’代表不相关。`,
       rewriteQuestionDescription: `此组件用于细化用户的提问。通常，当用户的原始提问无法从知识库中检索到相关信息时，此组件可帮助您将问题更改为更符合知识库表达方式的适当问题。`,
       messageDescription:
-        '此组件用于向用户发送静态信息。您可以准备几条消息，这些消息将被随机选择。',
+        '该组件用来返回工作流最后产生的数据内容和原先设置的文本内容。',
       keywordDescription: `该组件用于从用户的问题中提取关键词。Top N指定需要提取的关键词数量。`,
       switchDescription: `该组件用于根据前面组件的输出评估条件，并相应地引导执行流程。通过定义各种情况并指定操作，或在不满足条件时采取默认操作，实现复杂的分支逻辑。`,
       wikipediaDescription: `此组件用于从 https://www.wikipedia.org/ 获取搜索结果。通常，它作为知识库的补充。Top N 指定您需要调整的搜索结果数量。`,
@@ -1224,6 +1226,11 @@ General：实体和关系提取提示来自 GitHub - microsoft/graphrag：基于
       inputVariables: '输入变量',
       addVariable: '新增变量',
       runningHintText: '正在运行中...🕞',
+      openingSwitch: '开场白开关',
+      openingCopy: '开场白文案',
+      openingSwitchTip: '您的用户将在开始时看到此欢迎消息。',
+      modeTip: '模式定义了工作流的启动方式。',
+      beginInputTip: '通过定义输入参数，此内容可以被后续流程中的其他组件访问。',
     },
     footer: {
       profile: 'All rights reserved @ React',
@@ -1235,11 +1242,11 @@ General：实体和关系提取提示来自 GitHub - microsoft/graphrag：基于
     },
     llmTools: {
       bad_calculator: {
-        name: "计算器",
-        description: "用于计算两个数的和的工具（会给出错误答案）",
+        name: '计算器',
+        description: '用于计算两个数的和的工具（会给出错误答案）',
         params: {
-          a: "第一个数",
-          b: "第二个数",
+          a: '第一个数',
+          b: '第二个数',
         },
       },
     },

web/src/pages/agent/canvas/node/note-node.tsx

@@ -8,10 +8,8 @@ import { useTheme } from '@/components/theme-provider';
 import { INoteNode } from '@/interfaces/database/flow';
 import { memo, useEffect } from 'react';
 import { useTranslation } from 'react-i18next';
-import {
-  useHandleFormValuesChange,
-  useHandleNodeNameChange,
-} from '../../hooks';
+import { useHandleNodeNameChange } from '../../hooks';
+import { useHandleFormValuesChange } from '../../hooks/use-watch-form-change';
 import styles from './index.less';
 
 const { TextArea } = Input;

web/src/pages/agent/constant.tsx

@@ -27,8 +27,12 @@ import { ReactComponent as TemplateIcon } from '@/assets/svg/template.svg';
 import { ReactComponent as TuShareIcon } from '@/assets/svg/tushare.svg';
 import { ReactComponent as WenCaiIcon } from '@/assets/svg/wencai.svg';
 import { ReactComponent as YahooFinanceIcon } from '@/assets/svg/yahoo-finance.svg';
+import { CodeTemplateStrMap, ProgrammingLanguage } from '@/constants/agent';
 
-// 邮件功能
+export enum AgentDialogueMode {
+  Conversational = 'Conversational',
+  Task = 'Task',
+}
 
 import {
   ChatVariableEnabledField,
@@ -56,6 +60,7 @@ import upperFirst from 'lodash/upperFirst';
 import {
   CirclePower,
   CloudUpload,
+  CodeXml,
   IterationCcw,
   ListOrdered,
   OptionIcon,
@@ -103,6 +108,7 @@ export enum Operator {
   Email = 'Email',
   Iteration = 'Iteration',
   IterationStart = 'IterationItem',
+  Code = 'Code',
 }
 
 export const CommonOperatorList = Object.values(Operator).filter(
@@ -161,6 +167,7 @@ export const operatorIconMap = {
   [Operator.Email]: EmailIcon,
   [Operator.Iteration]: IterationCcw,
   [Operator.IterationStart]: CirclePower,
+  [Operator.Code]: CodeXml,
 };
 
 export const operatorMap: Record<
@@ -299,6 +306,7 @@ export const operatorMap: Record<
   [Operator.Email]: { backgroundColor: '#e6f7ff' },
   [Operator.Iteration]: { backgroundColor: '#e6f7ff' },
   [Operator.IterationStart]: { backgroundColor: '#e6f7ff' },
+  [Operator.Code]: { backgroundColor: '#4c5458' },
 };
 
 export const componentMenuList = [
@@ -336,6 +344,9 @@ export const componentMenuList = [
   {
     name: Operator.Iteration,
   },
+  {
+    name: Operator.Code,
+  },
   {
     name: Operator.Note,
   },
@@ -416,6 +427,7 @@ export const initialRetrievalValues = {
 };
 
 export const initialBeginValues = {
+  mode: AgentDialogueMode.Conversational,
   prologue: `Hi! I'm your assistant, what can I do for you?`,
 };
 
@@ -645,6 +657,19 @@ export const initialIterationValues = {
 };
 export const initialIterationStartValues = {};
 
+export const initialCodeValues = {
+  lang: 'python',
+  script: CodeTemplateStrMap[ProgrammingLanguage.Python],
+  arguments: [
+    {
+      name: 'arg1',
+    },
+    {
+      name: 'arg2',
+    },
+  ],
+};
+
 export const CategorizeAnchorPointPositions = [
   { top: 1, right: 34 },
   { top: 8, right: 18 },
@@ -726,6 +751,7 @@ export const RestrictedUpstreamMap = {
   [Operator.Email]: [Operator.Begin],
   [Operator.Iteration]: [Operator.Begin],
   [Operator.IterationStart]: [Operator.Begin],
+  [Operator.Code]: [Operator.Begin],
 };
 
 export const NodeMap = {
@@ -765,6 +791,7 @@ export const NodeMap = {
   [Operator.Email]: 'emailNode',
   [Operator.Iteration]: 'group',
   [Operator.IterationStart]: 'iterationStartNode',
+  [Operator.Code]: 'ragNode',
 };
 
 export const LanguageOptions = [

web/src/pages/agent/form-sheet/next.tsx

@@ -17,7 +17,8 @@ import { useForm } from 'react-hook-form';
 import { BeginId, Operator, operatorMap } from '../constant';
 import { FlowFormContext } from '../context';
 import { RunTooltip } from '../flow-tooltip';
-import { useHandleFormValuesChange, useHandleNodeNameChange } from '../hooks';
+import { useHandleNodeNameChange } from '../hooks';
+import { useHandleFormValuesChange } from '../hooks/use-watch-form-change';
 import OperatorIcon from '../operator-icon';
 import {
   buildCategorizeListFromObject,
@@ -85,6 +86,7 @@ const FormSheet = ({
         const formData = node?.data?.form;
         if (isPlainObject(formData)) {
           //   form.setFieldsValue({ ...formData, items });
+          console.info('xxx');
           form.reset({ ...formData, items });
         }
       } else {
@@ -98,7 +100,7 @@ const FormSheet = ({
   return (
     <Sheet open={visible} modal={false}>
       <SheetTitle className="hidden"></SheetTitle>
-      <SheetContent className={cn('bg-white top-20 p-0')} closeIcon={false}>
+      <SheetContent className={cn('top-20 p-0')} closeIcon={false}>
         <SheetHeader>
           <section className="flex-col border-b py-2 px-5">
             <div className="flex items-center gap-2 pb-3">

web/src/pages/agent/form-sheet/use-form-config-map.tsx

@@ -1,6 +1,7 @@
+import { CodeTemplateStrMap, ProgrammingLanguage } from '@/constants/agent';
 import { useTranslation } from 'react-i18next';
 import { z } from 'zod';
-import { Operator } from '../constant';
+import { AgentDialogueMode, Operator } from '../constant';
 import AkShareForm from '../form/akshare-form';
 import AnswerForm from '../form/answer-form';
 import ArXivForm from '../form/arxiv-form';
@@ -9,6 +10,7 @@ import BaiduForm from '../form/baidu-form';
 import BeginForm from '../form/begin-form';
 import BingForm from '../form/bing-form';
 import CategorizeForm from '../form/categorize-form';
+import CodeForm from '../form/code-form';
 import CrawlerForm from '../form/crawler-form';
 import DeepLForm from '../form/deepl-form';
 import DuckDuckGoForm from '../form/duckduckgo-form';
@@ -41,20 +43,33 @@ export function useFormConfigMap() {
   const FormConfigMap = {
     [Operator.Begin]: {
       component: BeginForm,
-      defaultValues: {},
+      defaultValues: {
+        enablePrologue: true,
+        prologue: t('chat.setAnOpenerInitial'),
+        mode: AgentDialogueMode.Conversational,
+      },
       schema: z.object({
-        name: z
+        enablePrologue: z.boolean().optional(),
+        prologue: z
           .string()
           .min(1, {
             message: t('common.namePlaceholder'),
           })
-          .trim(),
-        age: z
-          .string()
-          .min(1, {
-            message: t('common.namePlaceholder'),
-          })
-          .trim(),
+          .trim()
+          .optional(),
+        mode: z.string(),
+        query: z
+          .array(
+            z.object({
+              key: z.string(),
+              type: z.string(),
+              value: z.string(),
+              optional: z.boolean(),
+              name: z.string(),
+              options: z.array(z.union([z.number(), z.string(), z.boolean()])),
+            }),
+          )
+          .optional(),
       }),
     },
     [Operator.Retrieval]: {
@@ -112,7 +127,9 @@ export function useFormConfigMap() {
     [Operator.Message]: {
       component: MessageForm,
       defaultValues: {},
-      schema: z.object({}),
+      schema: z.object({
+        content: z.array(z.string()).optional(),
+      }),
     },
     [Operator.Relevant]: {
       component: RelevantForm,
@@ -130,6 +147,21 @@ export function useFormConfigMap() {
         language: z.string(),
       }),
     },
+    [Operator.Code]: {
+      component: CodeForm,
+      defaultValues: {
+        lang: ProgrammingLanguage.Python,
+        script: CodeTemplateStrMap[ProgrammingLanguage.Python],
+        arguments: [],
+      },
+      schema: z.object({
+        lang: z.string(),
+        script: z.string(),
+        arguments: z.array(
+          z.object({ name: z.string(), component_id: z.string() }),
+        ),
+      }),
+    },
     [Operator.Baidu]: {
       component: BaiduForm,
       defaultValues: { top_n: 10 },

web/src/pages/agent/form/begin-form/begin-dynamic-options.tsx

@@ -1,68 +1,57 @@
-import { MinusCircleOutlined, PlusOutlined } from '@ant-design/icons';
-import { Button, Form, Input } from 'antd';
+'use client';
+
+import { BlockButton, Button } from '@/components/ui/button';
+import {
+  FormControl,
+  FormField,
+  FormItem,
+  FormMessage,
+} from '@/components/ui/form';
+import { Input } from '@/components/ui/input';
+import { X } from 'lucide-react';
+import { useFieldArray, useFormContext } from 'react-hook-form';
+import { useTranslation } from 'react-i18next';
+
+export function BeginDynamicOptions() {
+  const { t } = useTranslation();
+  const form = useFormContext();
+  const name = 'options';
+
+  const { fields, remove, append } = useFieldArray({
+    name: name,
+    control: form.control,
+  });
 
-const BeginDynamicOptions = () => {
   return (
-    <Form.List
-      name="options"
-      rules={[
-        {
-          validator: async (_, names) => {
-            if (!names || names.length < 1) {
-              return Promise.reject(new Error('At least 1 option'));
-            }
-          },
-        },
-      ]}
-    >
-      {(fields, { add, remove }, { errors }) => (
-        <>
-          {fields.map((field, index) => (
-            <Form.Item
-              label={index === 0 ? 'Options' : ''}
-              required={false}
-              key={field.key}
-            >
-              <Form.Item
-                {...field}
-                validateTrigger={['onChange', 'onBlur']}
-                rules={[
-                  {
-                    required: true,
-                    whitespace: true,
-                    message: 'Please input option or delete this field.',
-                  },
-                ]}
-                noStyle
-              >
-                <Input
-                  placeholder="option"
-                  style={{ width: '90%', marginRight: 16 }}
-                />
-              </Form.Item>
-              {fields.length > 1 ? (
-                <MinusCircleOutlined
-                  className="dynamic-delete-button"
-                  onClick={() => remove(field.name)}
-                />
-              ) : null}
-            </Form.Item>
-          ))}
-          <Form.Item>
-            <Button
-              type="dashed"
-              onClick={() => add()}
-              icon={<PlusOutlined />}
-              block
-            >
-              Add option
+    <div className="space-y-5">
+      {fields.map((field, index) => {
+        const typeField = `${name}.${index}.value`;
+        return (
+          <div key={field.id} className="flex items-center gap-2">
+            <FormField
+              control={form.control}
+              name={typeField}
+              render={({ field }) => (
+                <FormItem className="flex-1">
+                  <FormControl>
+                    <Input
+                      {...field}
+                      placeholder={t('common.pleaseInput')}
+                    ></Input>
+                  </FormControl>
+                  <FormMessage />
+                </FormItem>
+              )}
+            />
+            <Button variant={'ghost'} onClick={() => remove(index)}>
+              <X className="text-text-sub-title-invert " />
             </Button>
-            <Form.ErrorList errors={errors} />
-          </Form.Item>
-        </>
-      )}
-    </Form.List>
+          </div>
+        );
+      })}
+      <BlockButton onClick={() => append({ value: '' })} type="button">
+        {t('flow.addVariable')}
+      </BlockButton>
+    </div>
   );
-};
-
-export default BeginDynamicOptions;
+}

web/src/pages/agent/form/begin-form/hooks.ts

@@ -1,50 +0,0 @@
-import { useSetModalState } from '@/hooks/common-hooks';
-import { useSetSelectedRecord } from '@/hooks/logic-hooks';
-import { useCallback, useMemo, useState } from 'react';
-import { BeginQuery, IOperatorForm } from '../../interface';
-
-export const useEditQueryRecord = ({ form, onValuesChange }: IOperatorForm) => {
-  const { setRecord, currentRecord } = useSetSelectedRecord<BeginQuery>();
-  const { visible, hideModal, showModal } = useSetModalState();
-  const [index, setIndex] = useState(-1);
-
-  const otherThanCurrentQuery = useMemo(() => {
-    const query: BeginQuery[] = form?.getFieldValue('query') || [];
-    return query.filter((item, idx) => idx !== index);
-  }, [form, index]);
-
-  const handleEditRecord = useCallback(
-    (record: BeginQuery) => {
-      const query: BeginQuery[] = form?.getFieldValue('query') || [];
-
-      const nextQuery: BeginQuery[] =
-        index > -1 ? query.toSpliced(index, 1, record) : [...query, record];
-
-      onValuesChange?.(
-        { query: nextQuery },
-        { query: nextQuery, prologue: form?.getFieldValue('prologue') },
-      );
-      hideModal();
-    },
-    [form, hideModal, index, onValuesChange],
-  );
-
-  const handleShowModal = useCallback(
-    (idx?: number, record?: BeginQuery) => {
-      setIndex(idx ?? -1);
-      setRecord(record ?? ({} as BeginQuery));
-      showModal();
-    },
-    [setRecord, showModal],
-  );
-
-  return {
-    ok: handleEditRecord,
-    currentRecord,
-    setRecord,
-    visible,
-    hideModal,
-    showModal: handleShowModal,
-    otherThanCurrentQuery,
-  };
-};

web/src/pages/agent/form/begin-form/index.less

@@ -1,24 +0,0 @@
-.dynamicInputVariable {
-  background-color: #ebe9e950;
-  :global(.ant-collapse-content) {
-    background-color: #f6f6f657;
-  }
-  :global(.ant-collapse-content-box) {
-    padding: 0 !important;
-  }
-  margin-bottom: 20px;
-  .title {
-    font-weight: 600;
-    font-size: 16px;
-  }
-
-  .addButton {
-    color: rgb(22, 119, 255);
-    font-weight: 600;
-  }
-}
-
-.addButton {
-  color: rgb(22, 119, 255);
-  font-weight: 600;
-}

web/src/pages/agent/form/begin-form/index.tsx

@@ -1,20 +1,44 @@
-import { PlusOutlined } from '@ant-design/icons';
-import { Button, Form, Input } from 'antd';
+import { Collapse } from '@/components/collapse';
+import { Button } from '@/components/ui/button';
+import {
+  Form,
+  FormControl,
+  FormField,
+  FormItem,
+  FormLabel,
+  FormMessage,
+} from '@/components/ui/form';
+import { RAGFlowSelect } from '@/components/ui/select';
+import { Switch } from '@/components/ui/switch';
+import { Textarea } from '@/components/ui/textarea';
+import { FormTooltip } from '@/components/ui/tooltip';
+import { buildSelectOptions } from '@/utils/common-util';
+import { Plus } from 'lucide-react';
 import { useCallback } from 'react';
+import { useWatch } from 'react-hook-form';
 import { useTranslation } from 'react-i18next';
-import { BeginQuery, IOperatorForm } from '../../interface';
-import { useEditQueryRecord } from './hooks';
-import { ModalForm } from './paramater-modal';
-import QueryTable from './query-table';
+import { AgentDialogueMode } from '../../constant';
+import { INextOperatorForm } from '../../interface';
+import { ParameterDialog } from './parameter-dialog';
+import { QueryTable } from './query-table';
+import { useEditQueryRecord } from './use-edit-query';
 
-import styles from './index.less';
+const ModeOptions = buildSelectOptions([
+  AgentDialogueMode.Conversational,
+  AgentDialogueMode.Task,
+]);
 
-type FieldType = {
-  prologue?: string;
-};
-
-const BeginForm = ({ onValuesChange, form }: IOperatorForm) => {
+const BeginForm = ({ form, node }: INextOperatorForm) => {
   const { t } = useTranslation();
+
+  const query = useWatch({ control: form.control, name: 'query' });
+  const mode = useWatch({ control: form.control, name: 'mode' });
+
+  const enablePrologue = useWatch({
+    control: form.control,
+    name: 'enablePrologue',
+  });
+
   const {
     ok,
     currentRecord,
@@ -22,89 +46,124 @@ const BeginForm = ({ onValuesChange, form }: IOperatorForm) => {
     hideModal,
     showModal,
     otherThanCurrentQuery,
+    handleDeleteRecord,
   } = useEditQueryRecord({
     form,
-    onValuesChange,
+    node,
   });
 
-  const handleDeleteRecord = useCallback(
-    (idx: number) => {
-      const query = form?.getFieldValue('query') || [];
-      const nextQuery = query.filter(
-        (item: BeginQuery, index: number) => index !== idx,
-      );
-      onValuesChange?.(
-        { query: nextQuery },
-        { query: nextQuery, prologue: form?.getFieldValue('prologue') },
-      );
+  const handleParameterDialogSubmit = useCallback(
+    (values: any) => {
+      ok(values);
     },
-    [form, onValuesChange],
+    [ok],
   );
 
   return (
-    <Form.Provider
-      onFormFinish={(name, { values }) => {
-        if (name === 'queryForm') {
-          ok(values as BeginQuery);
-        }
-      }}
-    >
-      <Form
-        name="basicForm"
-        onValuesChange={onValuesChange}
-        autoComplete="off"
-        form={form}
-        layout="vertical"
-      >
-        <Form.Item<FieldType>
-          name={'prologue'}
-          label={t('chat.setAnOpener')}
-          tooltip={t('chat.setAnOpenerTip')}
-          initialValue={t('chat.setAnOpenerInitial')}
-        >
-          <Input.TextArea autoSize={{ minRows: 5 }} />
-        </Form.Item>
+    <section className="px-5 space-y-5">
+      <Form {...form}>
+        <FormField
+          control={form.control}
+          name={'mode'}
+          render={({ field }) => (
+            <FormItem>
+              <FormLabel tooltip={t('flow.modeTip')}>Mode</FormLabel>
+              <FormControl>
+                <RAGFlowSelect
+                  placeholder={t('common.pleaseSelect')}
+                  options={ModeOptions}
+                  {...field}
+                ></RAGFlowSelect>
+              </FormControl>
+              <FormMessage />
+            </FormItem>
+          )}
+        />
+        {mode === AgentDialogueMode.Conversational && (
+          <FormField
+            control={form.control}
+            name={'enablePrologue'}
+            render={({ field }) => (
+              <FormItem>
+                <FormLabel tooltip={t('flow.openingSwitchTip')}>
+                  {t('flow.openingSwitch')}
+                </FormLabel>
+                <FormControl>
+                  <Switch
+                    checked={field.value}
+                    onCheckedChange={field.onChange}
+                  />
+                </FormControl>
+                <FormMessage />
+              </FormItem>
+            )}
+          />
+        )}
+        {enablePrologue && (
+          <FormField
+            control={form.control}
+            name={'prologue'}
+            render={({ field }) => (
+              <FormItem>
+                <FormLabel tooltip={t('chat.setAnOpenerTip')}>
+                  {t('flow.openingCopy')}
+                </FormLabel>
+                <FormControl>
+                  <Textarea
+                    rows={5}
+                    {...field}
+                    placeholder={t('common.pleaseInput')}
+                  ></Textarea>
+                </FormControl>
+                <FormMessage />
+              </FormItem>
+            )}
+          />
+        )}
         {/* Create a hidden field to make Form instance record this */}
-        <Form.Item name="query" noStyle />
-
-        <Form.Item
-          shouldUpdate={(prevValues, curValues) =>
-            prevValues.query !== curValues.query
+        <FormField
+          control={form.control}
+          name={'query'}
+          render={() => <div></div>}
+        />
+        <Collapse
+          title={
+            <div>
+              {t('flow.input')}
+              <FormTooltip tooltip={t('flow.beginInputTip')}></FormTooltip>
+            </div>
+          }
+          rightContent={
+            <Button
+              variant={'ghost'}
+              onClick={(e) => {
+                e.preventDefault();
+                showModal();
+              }}
+            >
+              <Plus />
+            </Button>
           }
         >
-          {({ getFieldValue }) => {
-            const query: BeginQuery[] = getFieldValue('query') || [];
-            return (
-              <QueryTable
-                data={query}
-                showModal={showModal}
-                deleteRecord={handleDeleteRecord}
-              ></QueryTable>
-            );
-          }}
-        </Form.Item>
+          <QueryTable
+            data={query}
+            showModal={showModal}
+            deleteRecord={handleDeleteRecord}
+          ></QueryTable>
+        </Collapse>
 
-        <Button
-          htmlType="button"
-          style={{ margin: '0 8px' }}
-          onClick={() => showModal()}
-          icon={<PlusOutlined />}
-          block
-          className={styles.addButton}
-        >
-          {t('flow.addItem')}
-        </Button>
         {visible && (
-          <ModalForm
+          <ParameterDialog
             visible={visible}
             hideModal={hideModal}
             initialValue={currentRecord}
             onOk={ok}
             otherThanCurrentQuery={otherThanCurrentQuery}
-          />
+            submit={handleParameterDialogSubmit}
+          ></ParameterDialog>
         )}
       </Form>
-    </Form.Provider>
+    </section>
   );
 };
 

web/src/pages/agent/form/begin-form/paramater-modal.tsx

@@ -1,124 +0,0 @@
-import { useResetFormOnCloseModal } from '@/hooks/logic-hooks';
-import { IModalProps } from '@/interfaces/common';
-import { Form, Input, Modal, Select, Switch } from 'antd';
-import { DefaultOptionType } from 'antd/es/select';
-import { useEffect, useMemo } from 'react';
-import { useTranslation } from 'react-i18next';
-import { BeginQueryType, BeginQueryTypeIconMap } from '../../constant';
-import { BeginQuery } from '../../interface';
-import BeginDynamicOptions from './begin-dynamic-options';
-
-export const ModalForm = ({
-  visible,
-  initialValue,
-  hideModal,
-  otherThanCurrentQuery,
-}: IModalProps<BeginQuery> & {
-  initialValue: BeginQuery;
-  otherThanCurrentQuery: BeginQuery[];
-}) => {
-  const { t } = useTranslation();
-  const [form] = Form.useForm();
-  const options = useMemo(() => {
-    return Object.values(BeginQueryType).reduce<DefaultOptionType[]>(
-      (pre, cur) => {
-        const Icon = BeginQueryTypeIconMap[cur];
-
-        return [
-          ...pre,
-          {
-            label: (
-              <div className="flex items-center gap-2">
-                <Icon
-                  className={`size-${cur === BeginQueryType.Options ? 4 : 5}`}
-                ></Icon>
-                {cur}
-              </div>
-            ),
-            value: cur,
-          },
-        ];
-      },
-      [],
-    );
-  }, []);
-
-  useResetFormOnCloseModal({
-    form,
-    visible: visible,
-  });
-
-  useEffect(() => {
-    form.setFieldsValue(initialValue);
-  }, [form, initialValue]);
-
-  const onOk = () => {
-    form.submit();
-  };
-
-  return (
-    <Modal
-      title={t('flow.variableSettings')}
-      open={visible}
-      onOk={onOk}
-      onCancel={hideModal}
-      centered
-    >
-      <Form form={form} layout="vertical" name="queryForm" autoComplete="false">
-        <Form.Item
-          name="type"
-          label="Type"
-          rules={[{ required: true }]}
-          initialValue={BeginQueryType.Line}
-        >
-          <Select options={options} />
-        </Form.Item>
-        <Form.Item
-          name="key"
-          label="Key"
-          rules={[
-            { required: true },
-            () => ({
-              validator(_, value) {
-                if (
-                  !value ||
-                  !otherThanCurrentQuery.some((x) => x.key === value)
-                ) {
-                  return Promise.resolve();
-                }
-                return Promise.reject(new Error('The key cannot be repeated!'));
-              },
-            }),
-          ]}
-        >
-          <Input />
-        </Form.Item>
-        <Form.Item name="name" label="Name" rules={[{ required: true }]}>
-          <Input />
-        </Form.Item>
-        <Form.Item
-          name="optional"
-          label={'Optional'}
-          valuePropName="checked"
-          initialValue={false}
-        >
-          <Switch />
-        </Form.Item>
-        <Form.Item
-          shouldUpdate={(prevValues, curValues) =>
-            prevValues.type !== curValues.type
-          }
-        >
-          {({ getFieldValue }) => {
-            const type: BeginQueryType = getFieldValue('type');
-            return (
-              type === BeginQueryType.Options && (
-                <BeginDynamicOptions></BeginDynamicOptions>
-              )
-            );
-          }}
-        </Form.Item>
-      </Form>
-    </Modal>
-  );
-};

web/src/pages/agent/form/begin-form/parameter-dialog.tsx

@@ -0,0 +1,212 @@
+import { Button } from '@/components/ui/button';
+import {
+  Dialog,
+  DialogContent,
+  DialogFooter,
+  DialogHeader,
+  DialogTitle,
+} from '@/components/ui/dialog';
+import {
+  Form,
+  FormControl,
+  FormField,
+  FormItem,
+  FormLabel,
+  FormMessage,
+} from '@/components/ui/form';
+import { Input } from '@/components/ui/input';
+import { RAGFlowSelect, RAGFlowSelectOptionType } from '@/components/ui/select';
+import { Switch } from '@/components/ui/switch';
+import { IModalProps } from '@/interfaces/common';
+import { zodResolver } from '@hookform/resolvers/zod';
+import { useEffect, useMemo } from 'react';
+import { useForm, useWatch } from 'react-hook-form';
+import { useTranslation } from 'react-i18next';
+import { z } from 'zod';
+import { BeginQueryType, BeginQueryTypeIconMap } from '../../constant';
+import { BeginQuery } from '../../interface';
+import { BeginDynamicOptions } from './begin-dynamic-options';
+
+type ModalFormProps = {
+  initialValue: BeginQuery;
+  otherThanCurrentQuery: BeginQuery[];
+  submit(values: any): void;
+};
+
+const FormId = 'BeginParameterForm';
+
+function ParameterForm({
+  initialValue,
+  otherThanCurrentQuery,
+  submit,
+}: ModalFormProps) {
+  const FormSchema = z.object({
+    type: z.string(),
+    key: z
+      .string()
+      .trim()
+      .min(1)
+      .refine(
+        (value) =>
+          !value || !otherThanCurrentQuery.some((x) => x.key === value),
+        { message: 'The key cannot be repeated!' },
+      ),
+    optional: z.boolean(),
+    name: z.string().trim().min(1),
+    options: z
+      .array(z.object({ value: z.string().or(z.boolean()).or(z.number()) }))
+      .optional(),
+  });
+
+  const form = useForm<z.infer<typeof FormSchema>>({
+    resolver: zodResolver(FormSchema),
+    defaultValues: {
+      type: BeginQueryType.Line,
+      optional: false,
+      key: '',
+      name: '',
+    },
+  });
+
+  const options = useMemo(() => {
+    return Object.values(BeginQueryType).reduce<RAGFlowSelectOptionType[]>(
+      (pre, cur) => {
+        const Icon = BeginQueryTypeIconMap[cur];
+
+        return [
+          ...pre,
+          {
+            label: (
+              <div className="flex items-center gap-2">
+                <Icon
+                  className={`size-${cur === BeginQueryType.Options ? 4 : 5}`}
+                ></Icon>
+                {cur}
+              </div>
+            ),
+            value: cur,
+          },
+        ];
+      },
+      [],
+    );
+  }, []);
+
+  const type = useWatch({
+    control: form.control,
+    name: 'type',
+  });
+
+  useEffect(() => {
+    form.reset({
+      ...initialValue,
+      options: initialValue.options?.map((x) => ({ value: x })),
+    });
+  }, [form, initialValue]);
+
+  function onSubmit(data: z.infer<typeof FormSchema>) {
+    const values = { ...data, options: data.options?.map((x) => x.value) };
+    console.log('🚀 ~ onSubmit ~ values:', values);
+
+    submit(values);
+  }
+
+  return (
+    <Form {...form}>
+      <form
+        onSubmit={form.handleSubmit(onSubmit)}
+        id={FormId}
+        className="space-y-5"
+        autoComplete="off"
+      >
+        <FormField
+          name="type"
+          control={form.control}
+          render={({ field }) => (
+            <FormItem>
+              <FormLabel>Type</FormLabel>
+              <FormControl>
+                <RAGFlowSelect {...field} options={options} />
+              </FormControl>
+              <FormMessage />
+            </FormItem>
+          )}
+        />
+        <FormField
+          name="key"
+          control={form.control}
+          render={({ field }) => (
+            <FormItem>
+              <FormLabel>Key</FormLabel>
+              <FormControl>
+                <Input {...field} autoComplete="off" />
+              </FormControl>
+              <FormMessage />
+            </FormItem>
+          )}
+        />
+        <FormField
+          name="name"
+          control={form.control}
+          render={({ field }) => (
+            <FormItem>
+              <FormLabel>Name</FormLabel>
+              <FormControl>
+                <Input {...field} />
+              </FormControl>
+              <FormMessage />
+            </FormItem>
+          )}
+        />
+        <FormField
+          name="optional"
+          control={form.control}
+          render={({ field }) => (
+            <FormItem>
+              <FormLabel>Optional</FormLabel>
+              <FormControl>
+                <Switch
+                  checked={field.value}
+                  onCheckedChange={field.onChange}
+                />
+              </FormControl>
+              <FormMessage />
+            </FormItem>
+          )}
+        />
+        {type === BeginQueryType.Options && (
+          <BeginDynamicOptions></BeginDynamicOptions>
+        )}
+      </form>
+    </Form>
+  );
+}
+
+export function ParameterDialog({
+  initialValue,
+  hideModal,
+  otherThanCurrentQuery,
+  submit,
+}: ModalFormProps & IModalProps<BeginQuery>) {
+  const { t } = useTranslation();
+
+  return (
+    <Dialog open onOpenChange={hideModal}>
+      <DialogContent>
+        <DialogHeader>
+          <DialogTitle>{t('flow.variableSettings')}</DialogTitle>
+        </DialogHeader>
+        <ParameterForm
+          initialValue={initialValue}
+          otherThanCurrentQuery={otherThanCurrentQuery}
+          submit={submit}
+        ></ParameterForm>
+        <DialogFooter>
+          <Button type="submit" form={FormId}>
+            Confirm
+          </Button>
+        </DialogFooter>
+      </DialogContent>
+    </Dialog>
+  );
+}

web/src/pages/agent/form/begin-form/query-table.tsx

@@ -1,10 +1,38 @@
-import { DeleteOutlined, EditOutlined } from '@ant-design/icons';
-import type { TableProps } from 'antd';
-import { Collapse, Space, Table, Tooltip } from 'antd';
-import { BeginQuery } from '../../interface';
+'use client';
 
+import {
+  ColumnDef,
+  ColumnFiltersState,
+  SortingState,
+  VisibilityState,
+  flexRender,
+  getCoreRowModel,
+  getFilteredRowModel,
+  getPaginationRowModel,
+  getSortedRowModel,
+  useReactTable,
+} from '@tanstack/react-table';
+import { Pencil, Trash2 } from 'lucide-react';
+import * as React from 'react';
+
+import { TableEmpty } from '@/components/table-skeleton';
+import { Button } from '@/components/ui/button';
+import {
+  Table,
+  TableBody,
+  TableCell,
+  TableHead,
+  TableHeader,
+  TableRow,
+} from '@/components/ui/table';
+import {
+  Tooltip,
+  TooltipContent,
+  TooltipTrigger,
+} from '@/components/ui/tooltip';
+import { cn } from '@/lib/utils';
 import { useTranslation } from 'react-i18next';
-import styles from './index.less';
+import { BeginQuery } from '../../interface';
 
 interface IProps {
   data: BeginQuery[];
@@ -12,81 +40,150 @@ interface IProps {
   showModal(index: number, record: BeginQuery): void;
 }
 
-const QueryTable = ({ data, deleteRecord, showModal }: IProps) => {
+export function QueryTable({ data, deleteRecord, showModal }: IProps) {
   const { t } = useTranslation();
 
-  const columns: TableProps<BeginQuery>['columns'] = [
+  const [sorting, setSorting] = React.useState<SortingState>([]);
+  const [columnFilters, setColumnFilters] = React.useState<ColumnFiltersState>(
+    [],
+  );
+  const [columnVisibility, setColumnVisibility] =
+    React.useState<VisibilityState>({});
+
+  const columns: ColumnDef<BeginQuery>[] = [
     {
-      title: 'Key',
-      dataIndex: 'key',
-      key: 'key',
-      ellipsis: {
-        showTitle: false,
+      accessorKey: 'key',
+      header: 'key',
+      meta: { cellClassName: 'max-w-16' },
+      cell: ({ row }) => {
+        const key: string = row.getValue('key');
+        return (
+          <Tooltip>
+            <TooltipTrigger asChild>
+              <div className="truncate ">{key}</div>
+            </TooltipTrigger>
+            <TooltipContent>
+              <p>{key}</p>
+            </TooltipContent>
+          </Tooltip>
+        );
       },
-      render: (key) => (
-        <Tooltip placement="topLeft" title={key}>
-          {key}
-        </Tooltip>
-      ),
     },
     {
-      title: t('flow.name'),
-      dataIndex: 'name',
-      key: 'name',
-      ellipsis: {
-        showTitle: false,
+      accessorKey: 'name',
+      header: t('flow.name'),
+      meta: { cellClassName: 'max-w-20' },
+      cell: ({ row }) => {
+        const name: string = row.getValue('name');
+        return (
+          <Tooltip>
+            <TooltipTrigger asChild>
+              <div className="truncate">{name}</div>
+            </TooltipTrigger>
+            <TooltipContent>
+              <p>{name}</p>
+            </TooltipContent>
+          </Tooltip>
+        );
       },
-      render: (name) => (
-        <Tooltip placement="topLeft" title={name}>
-          {name}
-        </Tooltip>
-      ),
     },
     {
-      title: t('flow.type'),
-      dataIndex: 'type',
-      key: 'type',
+      accessorKey: 'type',
+      header: t('flow.type'),
+      cell: ({ row }) => <div>{row.getValue('type')}</div>,
     },
     {
-      title: t('flow.optional'),
-      dataIndex: 'optional',
-      key: 'optional',
-      render: (optional) => (optional ? 'Yes' : 'No'),
+      accessorKey: 'optional',
+      header: t('flow.optional'),
+      cell: ({ row }) => <div>{row.getValue('optional') ? 'Yes' : 'No'}</div>,
     },
     {
-      title: t('common.action'),
-      key: 'action',
-      render: (_, record, idx) => (
-        <Space>
-          <EditOutlined onClick={() => showModal(idx, record)} />
-          <DeleteOutlined
-            className="cursor-pointer"
-            onClick={() => deleteRecord(idx)}
-          />
-        </Space>
-      ),
+      id: 'actions',
+      enableHiding: false,
+      header: t('common.action'),
+      cell: ({ row }) => {
+        const record = row.original;
+        const idx = row.index;
+
+        return (
+          <div>
+            <Button variant={'ghost'} onClick={() => showModal(idx, record)}>
+              <Pencil />
+            </Button>
+            <Button variant={'ghost'} onClick={() => deleteRecord(idx)}>
+              <Trash2 />
+            </Button>
+          </div>
+        );
+      },
     },
   ];
 
-  return (
-    <Collapse
-      defaultActiveKey={['1']}
-      className={styles.dynamicInputVariable}
-      items={[
-        {
-          key: '1',
-          label: <span className={styles.title}>{t('flow.input')}</span>,
-          children: (
-            <Table<BeginQuery>
-              columns={columns}
-              dataSource={data}
-              pagination={false}
-            />
-          ),
-        },
-      ]}
-    />
-  );
-};
+  const table = useReactTable({
+    data,
+    columns,
+    onSortingChange: setSorting,
+    onColumnFiltersChange: setColumnFilters,
+    getCoreRowModel: getCoreRowModel(),
+    getPaginationRowModel: getPaginationRowModel(),
+    getSortedRowModel: getSortedRowModel(),
+    getFilteredRowModel: getFilteredRowModel(),
+    onColumnVisibilityChange: setColumnVisibility,
+    state: {
+      sorting,
+      columnFilters,
+      columnVisibility,
+    },
+  });
 
-export default QueryTable;
+  return (
+    <div className="w-full">
+      <div className="rounded-md border">
+        <Table>
+          <TableHeader>
+            {table.getHeaderGroups().map((headerGroup) => (
+              <TableRow key={headerGroup.id}>
+                {headerGroup.headers.map((header) => {
+                  return (
+                    <TableHead key={header.id}>
+                      {header.isPlaceholder
+                        ? null
+                        : flexRender(
+                            header.column.columnDef.header,
+                            header.getContext(),
+                          )}
+                    </TableHead>
+                  );
+                })}
+              </TableRow>
+            ))}
+          </TableHeader>
+          <TableBody>
+            {table.getRowModel().rows?.length ? (
+              table.getRowModel().rows.map((row) => (
+                <TableRow
+                  key={row.id}
+                  data-state={row.getIsSelected() && 'selected'}
+                >
+                  {row.getVisibleCells().map((cell) => (
+                    <TableCell
+                      key={cell.id}
+                      className={cn(cell.column.columnDef.meta?.cellClassName)}
+                    >
+                      {flexRender(
+                        cell.column.columnDef.cell,
+                        cell.getContext(),
+                      )}
+                    </TableCell>
+                  ))}
+                </TableRow>
+              ))
+            ) : (
+              <TableEmpty columnsLength={columns.length}></TableEmpty>
+            )}
+          </TableBody>
+        </Table>
+      </div>
+    </div>
+  );
+}

web/src/pages/agent/form/begin-form/use-edit-query.ts

@@ -0,0 +1,88 @@
+import { useSetModalState } from '@/hooks/common-hooks';
+import { useSetSelectedRecord } from '@/hooks/logic-hooks';
+import { useCallback, useMemo, useState } from 'react';
+import { BeginQuery, INextOperatorForm } from '../../interface';
+import useGraphStore from '../../store';
+
+export function useUpdateQueryToNodeForm({ form, node }: INextOperatorForm) {
+  const updateNodeForm = useGraphStore((state) => state.updateNodeForm);
+
+  const update = useCallback(
+    (query: BeginQuery[]) => {
+      const values = form.getValues();
+      const nextValues = { ...values, query };
+      if (node?.id) {
+        updateNodeForm(node.id, nextValues);
+      }
+    },
+    [form, node?.id, updateNodeForm],
+  );
+
+  return { update };
+}
+
+export const useEditQueryRecord = ({ form, node }: INextOperatorForm) => {
+  const { setRecord, currentRecord } = useSetSelectedRecord<BeginQuery>();
+  const { visible, hideModal, showModal } = useSetModalState();
+  const [index, setIndex] = useState(-1);
+  const { update } = useUpdateQueryToNodeForm({ form, node });
+
+  const otherThanCurrentQuery = useMemo(() => {
+    const query: BeginQuery[] = form?.getValues('query') || [];
+    return query.filter((item, idx) => idx !== index);
+  }, [form, index]);
+
+  const handleEditRecord = useCallback(
+    (record: BeginQuery) => {
+      const query: BeginQuery[] = form?.getValues('query') || [];
+      console.log('🚀 ~ useEditQueryRecord ~ query:', query);
+
+      const nextQuery: BeginQuery[] =
+        index > -1 ? query.toSpliced(index, 1, record) : [...query, record];
+
+      form.setValue('query', nextQuery, {
+        shouldDirty: true,
+        shouldTouch: true,
+      });
+
+      update(nextQuery);
+
+      hideModal();
+    },
+    [form, hideModal, index, update],
+  );
+
+  const handleShowModal = useCallback(
+    (idx?: number, record?: BeginQuery) => {
+      setIndex(idx ?? -1);
+      setRecord(record ?? ({} as BeginQuery));
+      showModal();
+    },
+    [setRecord, showModal],
+  );
+
+  const handleDeleteRecord = useCallback(
+    (idx: number) => {
+      const query = form?.getValues('query') || [];
+      const nextQuery = query.filter(
+        (item: BeginQuery, index: number) => index !== idx,
+      );
+
+      form.setValue('query', nextQuery, { shouldDirty: true });
+
+      update(nextQuery);
+    },
+    [form, update],
+  );
+
+  return {
+    ok: handleEditRecord,
+    currentRecord,
+    setRecord,
+    visible,
+    hideModal,
+    showModal: handleShowModal,
+    otherThanCurrentQuery,
+    handleDeleteRecord,
+  };
+};

web/src/pages/agent/form/code-form/dynamic-input-variable.tsx

@@ -0,0 +1,62 @@
+import { BlockButton } from '@/components/ui/button';
+import { RAGFlowNodeType } from '@/interfaces/database/flow';
+import { MinusCircleOutlined } from '@ant-design/icons';
+import { Form, Input, Select } from 'antd';
+import { useTranslation } from 'react-i18next';
+import { useBuildComponentIdSelectOptions } from '../../hooks/use-get-begin-query';
+import { FormCollapse } from '../components/dynamic-input-variable';
+
+type DynamicInputVariableProps = {
+  name?: string;
+  node?: RAGFlowNodeType;
+};
+
+export const DynamicInputVariable = ({
+  name = 'arguments',
+  node,
+}: DynamicInputVariableProps) => {
+  const { t } = useTranslation();
+
+  const valueOptions = useBuildComponentIdSelectOptions(
+    node?.id,
+    node?.parentId,
+  );
+
+  return (
+    <FormCollapse title={t('flow.inputVariables')}>
+      <Form.List name={name}>
+        {(fields, { add, remove }) => (
+          <>
+            {fields.map(({ key, name, ...restField }) => (
+              <div key={key} className="flex items-center gap-2 pb-4">
+                <Form.Item
+                  {...restField}
+                  name={[name, 'name']}
+                  className="m-0 flex-1"
+                >
+                  <Input />
+                </Form.Item>
+                <Form.Item
+                  {...restField}
+                  name={[name, 'component_id']}
+                  className="m-0 flex-1"
+                >
+                  <Select
+                    placeholder={t('common.pleaseSelect')}
+                    options={valueOptions}
+                  ></Select>
+                </Form.Item>
+                <MinusCircleOutlined onClick={() => remove(name)} />
+              </div>
+            ))}
+            <Form.Item>
+              <BlockButton onClick={() => add()}>
+                {t('flow.addVariable')}
+              </BlockButton>
+            </Form.Item>
+          </>
+        )}
+      </Form.List>
+    </FormCollapse>
+  );
+};

web/src/pages/agent/form/code-form/index.tsx

@@ -0,0 +1,144 @@
+import Editor, { loader } from '@monaco-editor/react';
+import { INextOperatorForm } from '../../interface';
+
+import { FormContainer } from '@/components/form-container';
+import {
+  Form,
+  FormControl,
+  FormField,
+  FormItem,
+  FormLabel,
+  FormMessage,
+} from '@/components/ui/form';
+import { Input } from '@/components/ui/input';
+import { RAGFlowSelect } from '@/components/ui/select';
+import { CodeTemplateStrMap, ProgrammingLanguage } from '@/constants/agent';
+import { ICodeForm } from '@/interfaces/database/flow';
+import { useEffect } from 'react';
+import { useTranslation } from 'react-i18next';
+import {
+  DynamicInputVariable,
+  TypeOptions,
+  VariableTitle,
+} from './next-variable';
+
+loader.config({ paths: { vs: '/vs' } });
+
+const options = [
+  ProgrammingLanguage.Python,
+  ProgrammingLanguage.Javascript,
+].map((x) => ({ value: x, label: x }));
+
+const CodeForm = ({ form, node }: INextOperatorForm) => {
+  const formData = node?.data.form as ICodeForm;
+  const { t } = useTranslation();
+
+  useEffect(() => {
+    // TODO: Direct operation zustand is more elegant
+    form?.setValue(
+      'script',
+      CodeTemplateStrMap[formData.lang as ProgrammingLanguage],
+    );
+  }, [form, formData.lang]);
+
+  return (
+    <Form {...form}>
+      <form
+        className="p-5 space-y-5"
+        onSubmit={(e) => {
+          e.preventDefault();
+        }}
+      >
+        <DynamicInputVariable
+          node={node}
+          title={t('flow.input')}
+        ></DynamicInputVariable>
+        <FormField
+          control={form.control}
+          name="script"
+          render={({ field }) => (
+            <FormItem>
+              <FormLabel className="flex items-center justify-between">
+                Code
+                <FormField
+                  control={form.control}
+                  name="lang"
+                  render={({ field }) => (
+                    <FormItem>
+                      <FormControl>
+                        <RAGFlowSelect {...field} options={options} />
+                      </FormControl>
+                      <FormMessage />
+                    </FormItem>
+                  )}
+                />
+              </FormLabel>
+              <FormControl>
+                <Editor
+                  height={300}
+                  theme="vs-dark"
+                  language={formData.lang}
+                  options={{
+                    minimap: { enabled: false },
+                    automaticLayout: true,
+                  }}
+                  {...field}
+                />
+              </FormControl>
+              <FormMessage />
+            </FormItem>
+          )}
+        />
+
+        {formData.lang === ProgrammingLanguage.Python ? (
+          <DynamicInputVariable
+            node={node}
+            title={'Return Values'}
+            name={'return'}
+          ></DynamicInputVariable>
+        ) : (
+          <div>
+            <VariableTitle title={'Return Values'}></VariableTitle>
+            <FormContainer className="space-y-5">
+              <FormField
+                control={form.control}
+                name={'return.name'}
+                render={({ field }) => (
+                  <FormItem>
+                    <FormLabel>Name</FormLabel>
+                    <FormControl>
+                      <Input
+                        {...field}
+                        placeholder={t('common.pleaseInput')}
+                      ></Input>
+                    </FormControl>
+                    <FormMessage />
+                  </FormItem>
+                )}
+              />
+              <FormField
+                control={form.control}
+                name={`return.component_id`}
+                render={({ field }) => (
+                  <FormItem className="flex-1">
+                    <FormLabel>Type</FormLabel>
+                    <FormControl>
+                      <RAGFlowSelect
+                        placeholder={t('common.pleaseSelect')}
+                        options={TypeOptions}
+                        {...field}
+                      ></RAGFlowSelect>
+                    </FormControl>
+                    <FormMessage />
+                  </FormItem>
+                )}
+              />
+            </FormContainer>
+          </div>
+        )}
+      </form>
+    </Form>
+  );
+};
+
+export default CodeForm;

web/src/pages/agent/form/code-form/next-variable.tsx

@@ -0,0 +1,121 @@
+'use client';
+
+import { FormContainer } from '@/components/form-container';
+import { BlockButton, Button } from '@/components/ui/button';
+import {
+  FormControl,
+  FormField,
+  FormItem,
+  FormMessage,
+} from '@/components/ui/form';
+import { Input } from '@/components/ui/input';
+import { RAGFlowSelect } from '@/components/ui/select';
+import { Separator } from '@/components/ui/separator';
+import { RAGFlowNodeType } from '@/interfaces/database/flow';
+import { X } from 'lucide-react';
+import { ReactNode } from 'react';
+import { useFieldArray, useFormContext } from 'react-hook-form';
+import { useTranslation } from 'react-i18next';
+import { useBuildComponentIdSelectOptions } from '../../hooks/use-get-begin-query';
+
+interface IProps {
+  node?: RAGFlowNodeType;
+  name?: string;
+}
+
+export const TypeOptions = [
+  'String',
+  'Number',
+  'Boolean',
+  'Array[String]',
+  'Array[Number]',
+  'Object',
+].map((x) => ({ label: x, value: x }));
+
+export function DynamicVariableForm({ node, name = 'arguments' }: IProps) {
+  const { t } = useTranslation();
+  const form = useFormContext();
+
+  const { fields, remove, append } = useFieldArray({
+    name: name,
+    control: form.control,
+  });
+
+  const valueOptions = useBuildComponentIdSelectOptions(
+    node?.id,
+    node?.parentId,
+  );
+
+  return (
+    <div className="space-y-5">
+      {fields.map((field, index) => {
+        const typeField = `${name}.${index}.name`;
+        return (
+          <div key={field.id} className="flex items-center gap-2">
+            <FormField
+              control={form.control}
+              name={typeField}
+              render={({ field }) => (
+                <FormItem className="w-2/5">
+                  <FormControl>
+                    <Input
+                      {...field}
+                      placeholder={t('common.pleaseInput')}
+                    ></Input>
+                  </FormControl>
+                  <FormMessage />
+                </FormItem>
+              )}
+            />
+            <Separator className="w-3 text-text-sub-title" />
+            <FormField
+              control={form.control}
+              name={`${name}.${index}.component_id`}
+              render={({ field }) => (
+                <FormItem className="flex-1">
+                  <FormControl>
+                    <RAGFlowSelect
+                      placeholder={t('common.pleaseSelect')}
+                      options={
+                        name === 'arguments' ? valueOptions : TypeOptions
+                      }
+                      {...field}
+                    ></RAGFlowSelect>
+                  </FormControl>
+                  <FormMessage />
+                </FormItem>
+              )}
+            />
+            <Button variant={'ghost'} onClick={() => remove(index)}>
+              <X className="text-text-sub-title-invert " />
+            </Button>
+          </div>
+        );
+      })}
+      <BlockButton
+        onClick={() => append({ name: '', component_id: undefined })}
+      >
+        {t('flow.addVariable')}
+      </BlockButton>
+    </div>
+  );
+}
+
+export function VariableTitle({ title }: { title: ReactNode }) {
+  return <div className="font-medium text-text-title pb-2">{title}</div>;
+}
+
+export function DynamicInputVariable({
+  node,
+  name,
+  title,
+}: IProps & { title: ReactNode }) {
+  return (
+    <section>
+      <VariableTitle title={title}></VariableTitle>
+      <FormContainer>
+        <DynamicVariableForm node={node} name={name}></DynamicVariableForm>
+      </FormContainer>
+    </section>
+  );
+}

web/src/pages/agent/form/message-form/index.tsx

@@ -1,4 +1,6 @@
-import { Button } from '@/components/ui/button';
+import { FormContainer } from '@/components/form-container';
+import { PromptEditor } from '@/components/prompt-editor';
+import { BlockButton, Button } from '@/components/ui/button';
 import {
   Form,
   FormControl,
@@ -7,73 +9,70 @@ import {
   FormLabel,
   FormMessage,
 } from '@/components/ui/form';
-import { Textarea } from '@/components/ui/textarea';
-import { PlusCircle, Trash2 } from 'lucide-react';
+import { X } from 'lucide-react';
 import { useFieldArray } from 'react-hook-form';
 import { useTranslation } from 'react-i18next';
 import { INextOperatorForm } from '../../interface';
 
 const MessageForm = ({ form }: INextOperatorForm) => {
   const { t } = useTranslation();
+
   const { fields, append, remove } = useFieldArray({
-    name: 'messages',
+    name: 'content',
     control: form.control,
   });
 
   return (
     <Form {...form}>
       <form
-        className="space-y-6"
+        className="space-y-5 px-5"
+        autoComplete="off"
         onSubmit={(e) => {
           e.preventDefault();
         }}
       >
-        <FormItem>
-          <FormLabel>{t('flow.msg')}</FormLabel>
-          <div className="space-y-4">
-            {fields.map((field, index) => (
-              <div key={field.id} className="flex items-start gap-2">
-                <FormField
-                  control={form.control}
-                  name={`messages.${index}`}
-                  render={({ field }) => (
-                    <FormItem className="flex-1">
-                      <FormControl>
-                        <Textarea
-                          {...field}
-                          placeholder={t('flow.messagePlaceholder')}
-                          rows={5}
-                        />
-                      </FormControl>
-                    </FormItem>
+        <FormContainer>
+          <FormItem>
+            <FormLabel tooltip={t('flow.msgTip')}>{t('flow.msg')}</FormLabel>
+            <div className="space-y-4">
+              {fields.map((field, index) => (
+                <div key={field.id} className="flex items-start gap-2">
+                  <FormField
+                    control={form.control}
+                    name={`content.${index}.value`}
+                    render={({ field }) => (
+                      <FormItem className="flex-1">
+                        <FormControl>
+                          <PromptEditor
+                            {...field}
+                            placeholder={t('flow.messagePlaceholder')}
+                          ></PromptEditor>
+                        </FormControl>
+                      </FormItem>
+                    )}
+                  />
+                  {fields.length > 1 && (
+                    <Button
+                      type="button"
+                      variant={'ghost'}
+                      onClick={() => remove(index)}
+                    >
+                      <X />
+                    </Button>
                   )}
-                />
-                {fields.length > 1 && (
-                  <Button
-                    variant="ghost"
-                    size="icon"
-                    type="button"
-                    onClick={() => remove(index)}
-                    className="cursor-pointer text-colors-text-functional-danger"
-                  >
-                    <Trash2 className="h-4 w-4" />
-                  </Button>
-                )}
-              </div>
-            ))}
+                </div>
+              ))}
 
-            <Button
-              type="button"
-              variant="outline"
-              onClick={() => append(' ')} // "" will cause the inability to add, refer to: https://github.com/orgs/react-hook-form/discussions/8485#discussioncomment-2961861
-              className="w-full mt-4"
-            >
-              <PlusCircle className="mr-2 h-4 w-4" />
-              {t('flow.addMessage')}
-            </Button>
-          </div>
-          <FormMessage />
-        </FormItem>
+              <BlockButton
+                type="button"
+                onClick={() => append({ value: '' })} // "" will cause the inability to add, refer to: https://github.com/orgs/react-hook-form/discussions/8485#discussioncomment-2961861
+              >
+                {t('flow.addMessage')}
+              </BlockButton>
+            </div>
+            <FormMessage />
+          </FormItem>
+        </FormContainer>
       </form>
     </Form>
   );

web/src/pages/agent/hooks.tsx

@@ -40,6 +40,7 @@ import {
   initialBeginValues,
   initialBingValues,
   initialCategorizeValues,
+  initialCodeValues,
   initialConcentratorValues,
   initialCrawlerValues,
   initialDeepLValues,
@@ -141,6 +142,7 @@ export const useInitializeOperatorParams = () => {
       [Operator.Email]: initialEmailValues,
       [Operator.Iteration]: initialIterationValues,
       [Operator.IterationStart]: initialIterationValues,
+      [Operator.Code]: initialCodeValues,
     };
   }, [llmId]);
 
@@ -292,7 +294,13 @@ export const useHandleFormValuesChange = (
   useEffect(() => {
     const subscription = form?.watch((value, { name, type, values }) => {
       if (id && name) {
-        console.log('🚀 ~ useEffect ~ value:', type, values);
+        console.log(
+          '🚀 ~ useEffect ~ value:',
+          name,
+          type,
+          values,
+          operatorName,
+        );
         let nextValues: any = value;
 
         // Fixed the issue that the related form value does not change after selecting the freedom field of the model
@@ -318,7 +326,10 @@ export const useHandleFormValuesChange = (
             category_description: buildCategorizeObjectFromList(value.items),
           };
         }
-        updateNodeForm(id, nextValues);
+        // Manually triggered form updates are synchronized to the canvas
+        if (type) {
+          updateNodeForm(id, nextValues);
+        }
       }
     });
     return () => subscription?.unsubscribe();

web/src/pages/agent/hooks/use-watch-form-change.ts

@@ -0,0 +1,98 @@
+import { CodeTemplateStrMap, ProgrammingLanguage } from '@/constants/agent';
+import { settledModelVariableMap } from '@/constants/knowledge';
+import { omit } from 'lodash';
+import { useCallback, useEffect } from 'react';
+import { UseFormReturn } from 'react-hook-form';
+import { Operator } from '../constant';
+import useGraphStore from '../store';
+import { buildCategorizeObjectFromList } from '../utils';
+
+export const useHandleFormValuesChange = (
+  operatorName: Operator,
+  id?: string,
+  form?: UseFormReturn,
+) => {
+  const updateNodeForm = useGraphStore((state) => state.updateNodeForm);
+
+  const handleValuesChange = useCallback(
+    (changedValues: any, values: any) => {
+      let nextValues: any = values;
+      // Fixed the issue that the related form value does not change after selecting the freedom field of the model
+      if (
+        Object.keys(changedValues).length === 1 &&
+        'parameter' in changedValues &&
+        changedValues['parameter'] in settledModelVariableMap
+      ) {
+        nextValues = {
+          ...values,
+          ...settledModelVariableMap[
+            changedValues['parameter'] as keyof typeof settledModelVariableMap
+          ],
+        };
+      }
+      if (id) {
+        updateNodeForm(id, nextValues);
+      }
+    },
+    [updateNodeForm, id],
+  );
+
+  useEffect(() => {
+    const subscription = form?.watch((value, { name, type, values }) => {
+      console.log('🚀 ~ subscription ~ value:', value);
+      if (id && name) {
+        console.log(
+          '🚀 ~ useEffect ~ value:',
+          name,
+          type,
+          values,
+          operatorName,
+        );
+        let nextValues: any = value;
+
+        // Fixed the issue that the related form value does not change after selecting the freedom field of the model
+        if (
+          name === 'parameter' &&
+          value['parameter'] in settledModelVariableMap
+        ) {
+          nextValues = {
+            ...value,
+            ...settledModelVariableMap[
+              value['parameter'] as keyof typeof settledModelVariableMap
+            ],
+          };
+        }
+
+        const categoryDescriptionRegex = /items\.\d+\.name/g;
+        if (
+          operatorName === Operator.Categorize &&
+          categoryDescriptionRegex.test(name)
+        ) {
+          nextValues = {
+            ...omit(value, 'items'),
+            category_description: buildCategorizeObjectFromList(value.items),
+          };
+        }
+
+        if (
+          operatorName === Operator.Code &&
+          type === 'change' &&
+          name === 'lang'
+        ) {
+          nextValues = {
+            ...value,
+            script: CodeTemplateStrMap[value.lang as ProgrammingLanguage],
+          };
+        }
+        // Manually triggered form updates are synchronized to the canvas
+        if (type) {
+          // run(id, nextValues);
+          updateNodeForm(id, nextValues);
+        }
+      }
+    });
+    return () => subscription?.unsubscribe();
+  }, [form, form?.watch, id, operatorName, updateNodeForm]);
+
+  return { handleValuesChange };
+};

web/src/pages/agents/agent-card.tsx

@@ -1,56 +1,47 @@
+import { MoreButton } from '@/components/more-button';
 import { Avatar, AvatarFallback, AvatarImage } from '@/components/ui/avatar';
-import { Button } from '@/components/ui/button';
 import { Card, CardContent } from '@/components/ui/card';
 import { useNavigatePage } from '@/hooks/logic-hooks/navigate-hooks';
 import { IFlow } from '@/interfaces/database/flow';
-import { formatPureDate } from '@/utils/date';
-import { ChevronRight, Trash2 } from 'lucide-react';
+import { formatDate } from '@/utils/date';
+import { AgentDropdown } from './agent-dropdown';
+import { useRenameAgent } from './use-rename-agent';
 
-interface IProps {
+export type DatasetCardProps = {
   data: IFlow;
-}
+} & Pick<ReturnType<typeof useRenameAgent>, 'showAgentRenameModal'>;
 
-export function AgentCard({ data }: IProps) {
+export function AgentCard({ data, showAgentRenameModal }: DatasetCardProps) {
   const { navigateToAgent } = useNavigatePage();
 
   return (
-    <Card className="bg-colors-background-inverse-weak  border-colors-outline-neutral-standard">
-      <CardContent className="p-4">
-        <div className="flex justify-between mb-4">
-          {data.avatar ? (
-            <div
-              className="w-[70px] h-[70px] rounded-xl bg-cover"
-              style={{ backgroundImage: `url(${data.avatar})` }}
-            />
-          ) : (
-            <Avatar className="w-[70px] h-[70px]">
-              <AvatarImage src="https://github.com/shadcn.png" />
-              <AvatarFallback>CN</AvatarFallback>
+    <Card key={data.id} className="w-40" onClick={navigateToAgent(data.id)}>
+      <CardContent className="p-2.5 pt-2 group">
+        <section className="flex justify-between mb-2">
+          <div className="flex gap-2 items-center">
+            <Avatar className="size-6 rounded-lg">
+              <AvatarImage src={data.avatar} />
+              <AvatarFallback className="rounded-lg ">CN</AvatarFallback>
             </Avatar>
-          )}
-        </div>
-        <h3 className="text-xl font-bold mb-2">{data.title}</h3>
-        <p>An app that does things An app that does things</p>
-        <section className="flex justify-between pt-3">
-          <div>
-            Search app
-            <p className="text-sm opacity-80">
-              {formatPureDate(data.update_time)}
+          </div>
+          <AgentDropdown
+            showAgentRenameModal={showAgentRenameModal}
+            agent={data}
+          >
+            <MoreButton></MoreButton>
+          </AgentDropdown>
+        </section>
+        <div className="flex justify-between items-end">
+          <div className="w-full">
+            <h3 className="text-lg font-semibold mb-2 line-clamp-1">
+              {data.title}
+            </h3>
+            <p className="text-xs text-text-sub-title">{data.description}</p>
+            <p className="text-xs text-text-sub-title">
+              {formatDate(data.update_time)}
             </p>
           </div>
-          <div className="space-x-2">
-            <Button
-              variant="icon"
-              size="icon"
-              onClick={navigateToAgent(data.id)}
-            >
-              <ChevronRight className="h-6 w-6" />
-            </Button>
-            <Button variant="icon" size="icon">
-              <Trash2 />
-            </Button>
-          </div>
-        </section>
+        </div>
       </CardContent>
     </Card>
   );

web/src/pages/agents/agent-dropdown.tsx

@@ -0,0 +1,64 @@
+import { ConfirmDeleteDialog } from '@/components/confirm-delete-dialog';
+import {
+  DropdownMenu,
+  DropdownMenuContent,
+  DropdownMenuItem,
+  DropdownMenuSeparator,
+  DropdownMenuTrigger,
+} from '@/components/ui/dropdown-menu';
+import { useDeleteAgent } from '@/hooks/use-agent-request';
+import { IFlow } from '@/interfaces/database/flow';
+import { PenLine, Trash2 } from 'lucide-react';
+import { MouseEventHandler, PropsWithChildren, useCallback } from 'react';
+import { useTranslation } from 'react-i18next';
+import { useRenameAgent } from './use-rename-agent';
+
+export function AgentDropdown({
+  children,
+  showAgentRenameModal,
+  agent: agent,
+}: PropsWithChildren &
+  Pick<ReturnType<typeof useRenameAgent>, 'showAgentRenameModal'> & {
+    agent: IFlow;
+  }) {
+  const { t } = useTranslation();
+  const { deleteAgent } = useDeleteAgent();
+
+  const handleShowAgentRenameModal: MouseEventHandler<HTMLDivElement> =
+    useCallback(
+      (e) => {
+        e.stopPropagation();
+        showAgentRenameModal(agent);
+      },
+      [agent, showAgentRenameModal],
+    );
+
+  const handleDelete: MouseEventHandler<HTMLDivElement> = useCallback(() => {
+    deleteAgent([agent.id]);
+  }, [agent.id, deleteAgent]);
+
+  return (
+    <DropdownMenu>
+      <DropdownMenuTrigger asChild>{children}</DropdownMenuTrigger>
+      <DropdownMenuContent>
+        <DropdownMenuItem onClick={handleShowAgentRenameModal}>
+          {t('common.rename')} <PenLine />
+        </DropdownMenuItem>
+        <DropdownMenuSeparator />
+        <ConfirmDeleteDialog onOk={handleDelete}>
+          <DropdownMenuItem
+            className="text-text-delete-red"
+            onSelect={(e) => {
+              e.preventDefault();
+            }}
+            onClick={(e) => {
+              e.stopPropagation();
+            }}
+          >
+            {t('common.delete')} <Trash2 />
+          </DropdownMenuItem>
+        </ConfirmDeleteDialog>
+      </DropdownMenuContent>
+    </DropdownMenu>
+  );
+}

web/src/pages/agents/index.tsx

@@ -1,33 +1,76 @@
 import ListFilterBar from '@/components/list-filter-bar';
+import { RenameDialog } from '@/components/rename-dialog';
 import { Button } from '@/components/ui/button';
-import { useFetchFlowList } from '@/hooks/flow-hooks';
+import { RAGFlowPagination } from '@/components/ui/ragflow-pagination';
 import { useNavigatePage } from '@/hooks/logic-hooks/navigate-hooks';
+import { useFetchAgentListByPage } from '@/hooks/use-agent-request';
+import { pick } from 'lodash';
 import { Plus } from 'lucide-react';
+import { useCallback } from 'react';
 import { AgentCard } from './agent-card';
+import { useRenameAgent } from './use-rename-agent';
 
 export default function Agent() {
-  const { data } = useFetchFlowList();
+  const { data, pagination, setPagination, searchString, handleInputChange } =
+    useFetchAgentListByPage();
   const { navigateToAgentTemplates } = useNavigatePage();
 
+  const {
+    agentRenameLoading,
+    initialAgentName,
+    onAgentRenameOk,
+    agentRenameVisible,
+    hideAgentRenameModal,
+    showAgentRenameModal,
+  } = useRenameAgent();
+
+  const handlePageChange = useCallback(
+    (page: number, pageSize?: number) => {
+      setPagination({ page, pageSize });
+    },
+    [setPagination],
+  );
+
   return (
     <section>
       <div className="px-8 pt-8">
-        <ListFilterBar title="Agents">
-          <Button
-            variant={'tertiary'}
-            size={'sm'}
-            onClick={navigateToAgentTemplates}
-          >
+        <ListFilterBar
+          title="Agents"
+          searchString={searchString}
+          onSearchChange={handleInputChange}
+        >
+          <Button onClick={navigateToAgentTemplates}>
             <Plus className="mr-2 h-4 w-4" />
-            Create app
+            Create Agent
           </Button>
         </ListFilterBar>
       </div>
-      <div className="grid gap-6 sm:grid-cols-1 md:grid-cols-2 lg:grid-cols-4 xl:grid-cols-6 2xl:grid-cols-8 max-h-[84vh] overflow-auto px-8">
+      <div className="flex flex-wrap gap-4 max-h-[78vh] overflow-auto px-8">
         {data.map((x) => {
-          return <AgentCard key={x.id} data={x}></AgentCard>;
+          return (
+            <AgentCard
+              key={x.id}
+              data={x}
+              showAgentRenameModal={showAgentRenameModal}
+            ></AgentCard>
+          );
         })}
       </div>
+      <div className="mt-8 px-8">
+        <RAGFlowPagination
+          {...pick(pagination, 'current', 'pageSize')}
+          total={pagination.total}
+          onChange={handlePageChange}
+        ></RAGFlowPagination>
+      </div>
+      {agentRenameVisible && (
+        <RenameDialog
+          hideModal={hideAgentRenameModal}
+          onOk={onAgentRenameOk}
+          initialName={initialAgentName}
+          loading={agentRenameLoading}
+        ></RenameDialog>
+      )}
     </section>
   );
 }

web/src/pages/agents/use-rename-agent.ts

@@ -0,0 +1,46 @@
+import { useSetModalState } from '@/hooks/common-hooks';
+import { useUpdateAgentSetting } from '@/hooks/use-agent-request';
+import { IFlow } from '@/interfaces/database/flow';
+import { pick } from 'lodash';
+import { useCallback, useState } from 'react';
+
+export const useRenameAgent = () => {
+  const [agent, setAgent] = useState<IFlow>({} as IFlow);
+  const {
+    visible: agentRenameVisible,
+    hideModal: hideAgentRenameModal,
+    showModal: showAgentRenameModal,
+  } = useSetModalState();
+  const { updateAgentSetting, loading } = useUpdateAgentSetting();
+
+  const onAgentRenameOk = useCallback(
+    async (name: string) => {
+      const ret = await updateAgentSetting({
+        ...pick(agent, ['id', 'avatar', 'description', 'permission']),
+        title: name,
+      });
+
+      if (ret === 0) {
+        hideAgentRenameModal();
+      }
+    },
+    [updateAgentSetting, agent, hideAgentRenameModal],
+  );
+
+  const handleShowAgentRenameModal = useCallback(
+    async (record: IFlow) => {
+      setAgent(record);
+      showAgentRenameModal();
+    },
+    [showAgentRenameModal],
+  );
+
+  return {
+    agentRenameLoading: loading,
+    initialAgentName: agent?.title,
+    onAgentRenameOk,
+    agentRenameVisible,
+    hideAgentRenameModal,
+    showAgentRenameModal: handleShowAgentRenameModal,
+  };
+};

web/src/pages/chat/chat-container/index.tsx

@@ -16,6 +16,7 @@ import { useClickDrawer } from '@/components/pdf-drawer/hooks';
 import {
   useFetchNextConversation,
   useGetChatSearchParams,
+  useFetchNextDialog,
 } from '@/hooks/chat-hooks';
 import { useFetchUserInfo } from '@/hooks/user-setting-hooks';
 import { buildMessageUuidWithRole } from '@/utils/chat';
@@ -29,6 +30,8 @@ interface IProps {
 const ChatContainer = ({ controller }: IProps) => {
   const { conversationId } = useGetChatSearchParams();
   const { data: conversation } = useFetchNextConversation();
+  const { data: currentDialog } = useFetchNextDialog();
+    
 
   const {
     value,
@@ -70,7 +73,7 @@ const ChatContainer = ({ controller }: IProps) => {
                     item={message}
                     nickname={userInfo.nickname}
                     avatar={userInfo.avatar}
-                    avatarDialog={conversation.avatar}
+                    avatarDialog={currentDialog.icon}
                     reference={buildMessageItemReference(
                       {
                         message: derivedMessages,

web/src/pages/home/agent-list.tsx

@@ -1,8 +1,8 @@
-import { useFetchAgentList } from '@/hooks/use-agent-request';
+import { useFetchAgentListByPage } from '@/hooks/use-agent-request';
 import { ApplicationCard } from './application-card';
 
 export function Agents() {
-  const { data } = useFetchAgentList();
+  const { data } = useFetchAgentListByPage();
 
   return data
     .slice(0, 10)

web/src/utils/common-util.ts

@@ -140,3 +140,7 @@ export function formatFileSize(bytes: number, si = true, dp = 1) {
 
   return nextBytes.toFixed(dp) + ' ' + units[u];
 }
+
+export function buildSelectOptions(list: Array<string>) {
+  return list.map((x) => ({ label: x, value: x }));
+}