From 4b5ff6dbe9efee535541412c330e50905a05e8a0 Mon Sep 17 00:00:00 2001
From: "fangyaozheng@bytedance.com" <fangyaozheng@bytedance.com>
Date: Sun, 3 Aug 2025 16:47:06 +0800
Subject: [PATCH 01/10] feat: add docs

---
 .github/workflows/deploy-docs.yaml          |   35 +
 docs/docs/.vuepress/config.js               |   20 +
 docs/docs/.vuepress/public/images/VEADK.png |  Bin 0 -> 107467 bytes
 docs/docs/README.md                         |   29 +
 docs/docs/agent.md                          |   34 +
 docs/docs/cli.md                            |   17 +
 docs/docs/deploy.md                         |   25 +
 docs/docs/evaluation.md                     |   72 +
 docs/docs/get-started.md                    |   73 +
 docs/docs/installation.md                   |  179 +
 docs/docs/introduction.md                   |   53 +
 docs/docs/knowledgebase.md                  |   37 +
 docs/docs/memory.md                         |  105 +
 docs/docs/tracing.md                        |   41 +
 docs/package-lock.json                      | 4410 +++++++++++++++++++
 docs/package.json                           |   20 +
 16 files changed, 5150 insertions(+)
 create mode 100644 .github/workflows/deploy-docs.yaml
 create mode 100644 docs/docs/.vuepress/config.js
 create mode 100644 docs/docs/.vuepress/public/images/VEADK.png
 create mode 100644 docs/docs/README.md
 create mode 100644 docs/docs/agent.md
 create mode 100644 docs/docs/cli.md
 create mode 100644 docs/docs/deploy.md
 create mode 100644 docs/docs/evaluation.md
 create mode 100644 docs/docs/get-started.md
 create mode 100644 docs/docs/installation.md
 create mode 100644 docs/docs/introduction.md
 create mode 100644 docs/docs/knowledgebase.md
 create mode 100644 docs/docs/memory.md
 create mode 100644 docs/docs/tracing.md
 create mode 100644 docs/package-lock.json
 create mode 100644 docs/package.json

diff --git a/.github/workflows/deploy-docs.yaml b/.github/workflows/deploy-docs.yaml
new file mode 100644
index 00000000..c09889ce
--- /dev/null
+++ b/.github/workflows/deploy-docs.yaml
@@ -0,0 +1,35 @@
+name: Deploy Docs to GitHub Pages
+
+on:
+  push:
+    branches:
+      - main
+    paths:
+      - 'docs/**'
+      - '.github/workflows/deploy-docs.yml'
+
+  workflow_dispatch:
+
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: '22'
+
+      - name: Install dependencies
+        run: npm install
+
+      - name: Build documentation
+        run: npm run docs:build
+
+      - name: Deploy to GitHub Pages
+        uses: peaceiris/actions-gh-pages@v3
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          publish_dir: docs/.vuepress/dist
\ No newline at end of file
diff --git a/docs/docs/.vuepress/config.js b/docs/docs/.vuepress/config.js
new file mode 100644
index 00000000..a131eb9b
--- /dev/null
+++ b/docs/docs/.vuepress/config.js
@@ -0,0 +1,20 @@
+import { viteBundler } from '@vuepress/bundler-vite'
+import { defaultTheme } from '@vuepress/theme-default'
+import { defineUserConfig } from 'vuepress'
+
+export default defineUserConfig({
+  lang: 'en-US',
+
+  title: 'Volcengine Agent Development Kit',
+  description: '火山引擎智能体开发框架',
+
+  theme: defaultTheme({
+    logo: '/images/VEADK.png',
+
+    navbar: ['/', '/introduction'],
+
+    sidebar: ['introduction', 'installation', 'get-started', 'agent', 'memory', 'knowledgebase', 'tracing', 'evaluation', 'deploy', 'cli']
+  }),
+
+  bundler: viteBundler(),
+})
diff --git a/docs/docs/.vuepress/public/images/VEADK.png b/docs/docs/.vuepress/public/images/VEADK.png
new file mode 100644
index 0000000000000000000000000000000000000000..cabc404a21ba6f7457690b6692f481b3b7e6eafe
GIT binary patch
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diff --git a/docs/docs/README.md b/docs/docs/README.md
new file mode 100644
index 00000000..b027fc24
--- /dev/null
+++ b/docs/docs/README.md
@@ -0,0 +1,29 @@
+---
+home: true
+title: VeADK
+heroImage: /images/VEADK.png
+actions:
+  - text: 使用文档
+    link: /introduction.html
+    type: primary
+
+  - text: Github
+    link: https://github.com/volcengine/veadk-python
+    type: secondary
+
+features:
+  - title: 更丰富的内置工具
+    details: Builtin工具，例如侧重头条、抖音搜索的web_search等；MCP工具，例如飞书Lark、PromptPilot等
+  - title: 更灵活的功能扩展
+    details: 提供Agent各类组件的基础实现，通过插件方式灵活扩展
+  - title: 更完备的数据管理
+    details: 运行时数据无缝衔接APMPlus、Cozeloop；运行时数据无痛落地为测试数据集文件，可直接在Cozeloop中进行测试
+  - title: 更强大的知识管理
+    details: 知识库支持火山引擎各类现有数据库，例如关系型数据库、键值数据库等
+  - title: 更科学的结果评测
+    details: 提供不确定性Tools（例如搜索类）场景下的测评解决方案，弥补传统仅根据输入输出进行评测而导致评测结果不符合预期的问题
+  - title: 更友好的最佳实践
+    details: 贴近实际工业场景的Samples，例如各类数据库、数据湖读写
+
+footer: Apache 2.0 Licensed | Copyright © 2025-present Beijing Volcano Engine Technology Co., Ltd.
+---
diff --git a/docs/docs/agent.md b/docs/docs/agent.md
new file mode 100644
index 00000000..70b9d5e1
--- /dev/null
+++ b/docs/docs/agent.md
@@ -0,0 +1,34 @@
+# 智能体
+
+## 属性
+
+Agent中主要包括如下属性：
+
+| 属性 | 类型 | 说明 |
+| --- | --- | --- |
+| name | str | Agent的名称，即标识符 |
+| description | str | Agent的描述，后续会被构建为系统提示词的一部分；也被用来在A2A协议中进行Agent挑选 |
+| instruction | str | Agent中内置模型的系统提示词 |
+| tools | list | Function call中的工具列表，既可以是本地工具，也可以是MCP工具 |
+| sub_agents | list | 子Agent列表，用于多Agent之间交互 |
+| long_term_memory | Vector database | 长期记忆，后端通常为一个向量数据库（Vector database），能够检索 |
+| knowledgebase | Vector database | 知识库，后端通常为一个向量数据库（Vector database），能够检索 |
+| tracers | list | 追踪器列表，能够定义不同的追踪方式，并在Agent执行完毕后对整体Tracing信息保存至本地 |
+
+## 运行
+
+在生产环境中，我们推荐您使用`Runner`来进行多租户服务：
+
+```python
+from veadk import Agent, Runner
+from veadk.memory.short_term_memory import ShortTermMemory
+
+# Define runner config
+APP_NAME = ""
+USER_ID = ""
+SESSION_ID = ""
+
+agent = Agent()
+runner = Runner(agent=agent, short_term_memory=ShortTermMemory())
+response = await runner.run(messages=prompt, session_id=session_id)
+```
diff --git a/docs/docs/cli.md b/docs/docs/cli.md
new file mode 100644
index 00000000..253adddd
--- /dev/null
+++ b/docs/docs/cli.md
@@ -0,0 +1,17 @@
+# 命令行工具Vego
+
+## 提示词优化
+
+主要用来优化系统提示词（System prompt）。
+
+```bash
+vego prompt
+```
+
+## 一键上云部署
+
+可直接将本地项目部署到火山引擎FaaS平台上：
+
+```bash
+vego deploy
+```
\ No newline at end of file
diff --git a/docs/docs/deploy.md b/docs/docs/deploy.md
new file mode 100644
index 00000000..32b0a218
--- /dev/null
+++ b/docs/docs/deploy.md
@@ -0,0 +1,25 @@
+# 部署上云
+
+## Cloud Agent Engine
+
+通过定义一个云引擎，能够将本地Agent工程直接部署至VeFaaS中，并自动启动一个A2A Server。
+
+```python
+engine = CloudAgentEngine()
+cloud_app = engine.deploy(path=..., name=...)
+```
+
+## Cloud App
+
+部署完成后，将返回一个`CloudApp`实例，代表云应用，主要功能包括：
+
+- 发起一个远程会话创建请求
+- 发起一个Agent执行任务/对话任务
+
+```python
+# 创建远程会话
+cloud_app.create_session(user_id=..., session_id=...)
+
+# 发起任务
+cloud_app.invoke(user_id=..., session_id=..., message=...)
+```
\ No newline at end of file
diff --git a/docs/docs/evaluation.md b/docs/docs/evaluation.md
new file mode 100644
index 00000000..4c0a62b5
--- /dev/null
+++ b/docs/docs/evaluation.md
@@ -0,0 +1,72 @@
+# 评测
+
+VeADK构建一套完整的自动化Evaluation流程，主要能力包括：
+
+- 运行时数据采集：通过collect_runtime_data开启
+- 测试集文件生成：开启后自动dump到本地
+- 评测：通过不同的evaluator或adk eval命令进行测试
+- 反馈优化：自动根据评测结果（score reason等属性）优化prompts
+
+## 运行时数据采集
+
+```python
+from veadk.evaluation import EvalSetRecorder
+
+# 在希望进行数据dump处初始化一个EvalSetRecorder
+eval_set_recorder = EvalSetRecorder(session_service, eval_set_id)
+
+# dump数据，为Json格式
+dump_path = await eval_set_recorder.dump(app_name, user_id, session_id)
+```
+
+## 评测集文件
+
+评测集文件格式兼容Google Evaluation，详见[评测集文件格式](https://google.github.io/adk-docs/evaluate/#how-evaluation-works-with-the-adk)。
+
+评测集本地保存过程中，均考虑当前会话。下面是一些概念对齐：
+
+- `test_case`：所有对话轮次
+- `invocation`：一轮对话
+
+## 评测器
+
+当前VeADK支持Deepeval评测器，通过如下方式定义：
+
+```python
+from veadk.evaluation.deepeval_evaluator import DeepevalEvaluator
+
+# 当然，你还可以传入`judge_model`等相关信息
+evaluator = DeepevalEvaluator()
+```
+
+## 评测方法
+
+启动标准的评测接口：
+
+```python
+await evaluator.eval(eval_set_file_path=dump_path, metrics=metrics)
+```
+
+其中，输入：
+
+- `eval_set_file_path`：评测集文件路径
+- `metrics`：评测指标
+
+不同的评测指标在不同测试框架中可能不同。
+
+## 数据上报
+
+评测结果可以自动上报至火山引擎的VMP平台，只需要在定义评估器的时候传入Prometheus pushgateway的相关参数：
+
+```python
+from veadk.evaluation.utils.prometheus import PrometheusPushgatewayConfig
+
+# 可以自动从环境变量中读取相关配置
+prometheus_config = PrometheusPushgatewayConfig()
+
+# 传入到评估器中
+evaluator = DeepevalEvaluator(
+    ...,
+    prometheus_config=prometheus_config,
+)
+```
\ No newline at end of file
diff --git a/docs/docs/get-started.md b/docs/docs/get-started.md
new file mode 100644
index 00000000..b34d6dab
--- /dev/null
+++ b/docs/docs/get-started.md
@@ -0,0 +1,73 @@
+# 快速开始
+
+## 最简Agent
+
+当你设置完环境变量后，你可以创建一个最简单的聊天智能体：
+
+```python
+from veadk import Agent
+
+agent = Agent()
+```
+
+由于某些操作是异步的，因此Agent的运行需要在异步环境中进行：
+
+::: warning
+我们在`Agent`类中提供的`run`方法仅为了本地测试和开发使用，由于该函数位于一个异步与同步函数共存的运行环境，可能会产生不可预知的异常。
+
+因此不建议在生产环境中使用。
+:::
+
+```python
+import asyncio
+
+prompt = "Hello!"
+res = asyncio.run(agent.run(prompt))
+```
+
+## 工具调用
+
+你可以给Agent传入`tools`参数，指定想要调用的工具：
+
+```python
+from veadk import Agent
+
+agent = Agent(
+    tools=[...] # fill with tools
+)
+```
+
+### 内置工具
+
+VeADK中集成了多个火山引擎提供的工具：
+
+- Web search
+- Web scraper 邀测，代码见MCP server
+- Vesearch
+- Lark
+
+此外，还提供多种沙箱工具：
+
+- Computer sandbox
+- Code sandbox
+- Mobile sandbox
+
+### MCP工具
+
+采用如下方式定义一个MCP工具：
+
+```python
+# 以飞书Lark MCP工具为例
+lark_tools = MCPToolset(
+    connection_params=StdioServerParameters(
+        command="npx",
+        args=[...],
+        errlog=None,
+    ),
+)
+```
+
+### 系统工具
+
+- `load_knowledgebase`：检索知识库工具，在你给Agent传入`knowledgebase`参数后，将会自动挂载`load_knowledgebase_tool`工具，Agent将在运行时自主决定何时查询知识库；
+- `load_memory`：检索长期记忆工具，在你给Agent传入`memory`参数后，将会自动挂载`load_memory_tool`工具，Agent将在运行时自主决定何时查询长期记忆。
diff --git a/docs/docs/installation.md b/docs/docs/installation.md
new file mode 100644
index 00000000..20ed2033
--- /dev/null
+++ b/docs/docs/installation.md
@@ -0,0 +1,179 @@
+# 安装
+
+本章主要介绍VeADK的安装方法和基本配置项。
+
+## 环境
+
+### 从源码构建
+
+本项目使用`uv`进行构建（[安装`uv`](https://docs.astral.sh/uv/getting-started/installation/))。
+
+```bash
+# clone repo first
+git clone https://github.com/volcengine/veadk-python.git
+
+cd veadk-python
+
+uv venv --python 3.10
+
+# only install necessary requirements
+uv sync
+
+# or, install extra requirements
+# uv sync --extra database
+# uv sync --extra eval
+# uv sync --extra cli
+
+# or, directly install all requirements
+# uv sync --all-extras
+
+# install veadk-python with editable mode
+uv pip install -e .
+```
+
+### PyPI
+
+本项目近期将发布在PyPI上，届时你可以使用`pip`进行安装。
+
+```bash
+pip install veadk-python
+```
+
+## 配置
+
+VeADK在仓库中提供了一个`config.yaml.example`文件，你可以根据这个文件来创建你的配置文件。在样例文件中，我们标明了一个Agent运行的必需配置和可选（optional）配置。
+
+### 说明
+
+想要运行一个Agent，你需要进行基础配置。在你的项目根目录中创建一个`config.yaml`文件，并填入如下信息：
+
+```yaml
+# config.yaml
+model:
+  provider: # 如果你使用的是方舟大模型，请在这里填入`openai` 
+  name: 
+  api_base: 
+  api_key: 
+```
+
+你创建的配置文件名称我们推荐为`config.yaml`，因为VeADK中的配置模块将会自动寻找并加载这个文件中的配置为环境变量，可以帮你省去填写配置项的时间。完整的配置项你可以参考[`config.yaml.example`文件](https://github.com/volcengine/veadk-python/blob/main/config.yaml.example)。
+
+下面是详细的配置说明：
+
+```yaml
+model:
+  # [required] for running agent
+  agent:
+    provider: openai
+    name: doubao-1-5-pro-256k-250115
+    api_base: https://ark.cn-beijing.volces.com/api/v3/
+    api_key:
+  # [optional] for llm-as-a-judge a evaluation
+  judge:  
+    name: doubao-1-5-pro-256k-250115
+    api_base: https://ark.cn-beijing.volces.com/api/v3/
+    api_key: 
+  # [optional] for knowledgebase
+  embedding:
+    name: doubao-embedding-text-240715
+    dim: 2560
+    api_base: https://ark.cn-beijing.volces.com/api/v3/embeddings
+    api_key:
+
+volcengine:
+  # [optional] for Viking DB and `web_search` tool
+  ak:
+  sk:
+
+tool:
+  # [optional] https://console.volcengine.com/ask-echo/my-agent
+  vesearch: 
+    endpoint:   # `bot_id`
+    api_key: 
+  # [optional] 
+  web_scraper: 
+    endpoint: 
+    api_key:    # `token`
+  # [optional] https://open.larkoffice.com/app
+  lark: 
+    endpoint:   # `app_id`
+    api_key:    # `app_secret`
+    token:      # `user_token`
+
+
+observability:
+  # [optional] for exporting tracing data to Volcengine CozeLoop and APMPlus platform
+  opentelemetry:
+    apmplus:
+      endpoint: http://apmplus-cn-beijing.volces.com:4317
+      api_key: 
+      service_name: 
+    cozeloop:
+      endpoint: https://api.coze.cn/v1/loop/opentelemetry/v1/traces
+      api_key: 
+      service_name: # Coze loop `space_id`
+  # [optional] for exporting evaluation data to Volcengine VMP (https://console.volcengine.com/prometheus)
+  prometheus:
+    pushgateway_url: 
+    username: 
+    password: 
+
+
+database:
+  # [optional]
+  opensearch:
+    host:       # should without `http://` or `https://` 
+    port: 9200  # default OpenSearch port
+    username: 
+    password: 
+  # [optional]
+  mysql:
+    host: 
+    user: 
+    password: 
+    database: 
+    charset: utf8
+  # [optional]
+  redis:
+    host: 
+    port: 6379  # default Redis port
+    password: 
+    db: 0       # default 
+  # [optional] for knowledgebase (https://console.volcengine.com/vikingdb)
+  viking:
+    project:    # user project in Volcengine Viking DB
+    region: cn-beijing
+  # [optional] for knowledgebase with viking database
+  tos:
+    endpoint: tos-cn-beijing.volces.com # default Volcengine TOS endpoint
+    region: cn-beijing                  # default Volcengine TOS region
+    bucket:
+```
+
+### 管理
+
+为管理繁多的配置项，我们提供了根据`config.yaml`自动化的配置管理方案：你在配置文件中的所有配置将会根据层级，自动转为大写并使用下划线连接，统一配置成为运行时的环境变量。
+
+例如下面的配置项：
+
+```yaml
+model:
+  name:
+  api_key:
+  api_base:
+    base_a:
+    base_b:
+    ...
+```
+
+将会被转为如下几条环境变量：
+
+```bash
+MODEL_NAME=
+MODEL_API_KEY=
+MODEL_API_BASE_BASE_A=
+MODEL_API_BASE_BASE_B=
+...
+```
+
+VeADK中提供了一个`getenv`方法来读取相关配置，你不必每次手动传入某个类的参数。
diff --git a/docs/docs/introduction.md b/docs/docs/introduction.md
new file mode 100644
index 00000000..8077457e
--- /dev/null
+++ b/docs/docs/introduction.md
@@ -0,0 +1,53 @@
+# 介绍
+
+## 关于VeADK
+
+VeADK——Volcengine Agent Development Kit是火山引擎智能体开发框架，其提供一套面向Agent智能体开发、上云部署、评测与优化的全流程开发者框架。
+
+相比于现有智能体开发框架，VeADK主要优势在于和火山引擎各产品能力聚合：
+
+### 更丰富的内置工具
+
+内置工具主要包括头条、抖音搜索的`web_search`工具，飞书Lark等工具
+
+### 更灵活的功能扩展
+
+提供Agent中各类组件的基础实现，支持灵活扩展
+
+### 更完备的数据管理
+
+运行时数据无缝衔接APMPlus、Cozeloop等云观测平台，运行时数据直接落地为测试数据集文件
+
+### 更强大的知识管理
+
+知识库支持火山引擎各类现有数据库，例如关系型数据库、键值数据库等，此外支持Viking DB等火山引擎云知识库方案
+
+### 更友好的最佳实践
+
+提供贴近实际工业场景的各类开发和部署用例，包括各类数据库、数据湖读写，以及云部署项目模板等
+
+## 整体方案
+
+VeADK中构建智能体依赖`Agent`，`Runner`等几个关键概念
+
+### Agent
+
+`Agent`是智能体的主体，负责处理用户输入，基于大模型，调用不同的组件，最终返回给用户结果。
+
+### Runner
+
+`Runner`是智能体的执行器，负责智能体运行时的生命周期管理。
+
+在多租场景下，`Runner`通过三个属性来确定资源空间：
+
+- `app_name`：应用名称
+- `user_id`：用户ID
+- `session_id`：某个用户某次会话的ID
+
+Agent的组件会利用这三个属性来构建某些数据的索引。例如，知识库组件将会根据`app_name`与`user_id`来进行空间数据的索引。
+
+## Milestone
+
+| 时间节点 | 事件 |
+| --- | --- |
+| 2025/08/01 | V0.1.0版本发布 |
diff --git a/docs/docs/knowledgebase.md b/docs/docs/knowledgebase.md
new file mode 100644
index 00000000..50d44e10
--- /dev/null
+++ b/docs/docs/knowledgebase.md
@@ -0,0 +1,37 @@
+# 知识库
+
+自建知识库与使用火山引擎现有知识库的最大区别是：知识文档的分片和数据库维护。
+
+
+## 自建知识库
+
+自建知识库需要开发者本地进行知识文档的切片，并维护一个数据库（或云数据库）来存储知识文档。
+
+你可以通过如下方式定义一个自建知识库：
+
+```python
+from veadk.knowledgebase.knowledgebase import KnowledgeBase
+
+knowledgebase = KnowledgeBase(backend="opensearch")
+knowledgebase.add(
+    knowledgebase_data, app_name=app_name, user_id=user_id, session_id=session_id
+) # 这里的数据应当是已切片完成的格式，定义为`list[str]`
+
+# 将知识库挂载至Agent
+agent = Agent(knowledgebase=knowledgebase)
+```
+
+## 火山知识库
+
+VeADK中提供了VikingDB支持的数据库，支持用户直接上传本地文档，文档切片和存储维护均在云上自动执行：
+
+```python
+from veadk.knowledgebase.knowledgebase import KnowledgeBase
+
+FILE_PATH = ...
+
+knowledgebase = KnowledgeBase(backend="viking")
+knowledgebase.add(
+    FILE_PATH, app_name=app_name, user_id=user_id, session_id=session_id
+)
+```
\ No newline at end of file
diff --git a/docs/docs/memory.md b/docs/docs/memory.md
new file mode 100644
index 00000000..dae7224f
--- /dev/null
+++ b/docs/docs/memory.md
@@ -0,0 +1,105 @@
+# 记忆
+
+在VeADK中，记忆（Memory）能够为Agent提供上下文支撑，主要分为短期记忆和长期记忆：
+
+- **短期记忆（Short-term memory）**：单个会话内的对话记录
+- **长期记忆（Long-term memory）**：多个会话内的对话记录，具备跨session的能力
+
+## 短期记忆
+
+通过以下方式定义一个短期记忆（在不进行特殊指定的情况下，记忆默认将会在内存中存储）：
+
+```python
+from veadk.memory.short_term_memory import ShortTermMemory
+
+# 创建短期记忆
+short_term_memory = ShortTermMemory()
+
+# 在短期记忆中创建一个会话
+await short_term_memory.create_session(
+        app_name=app_name, user_id=user_id, session_id=session_id
+    )
+
+# 获取会话服务
+session_service = short_term_memory.session_service
+```
+
+为持久化您的短期记忆，VeADK还支持通过传入`backend`参数，将记忆保存在数据库中：
+
+```python
+from veadk.memory.short_term_memory import ShortTermMemory
+
+# 创建短期记忆，在数据库中存储
+short_term_memory = ShortTermMemory(
+    backend="database",
+    db_url="...", # 当`db_url`为空时，将会启动一个本地SQLite数据库
+)
+```
+
+其中，`db_url`遵循SQLAlchemy的[连接字符串格式]()，您可以根据您的数据库类型进行配置。
+
+短期记忆中的backend字段定义如下：
+
+| backend | 说明 |
+| --- | --- |
+| local | 内存存储 |
+| database | 数据库，需同时传入`db_url`，否则将会启动一个本地SQLite数据库 |
+| mysql | MySQL数据库，可自动读取环境变量拼接MySQL格式的db_url |
+
+## 短期记忆的优化
+
+持久化的短期记忆可能过长，占满某些模型的上下文。为解决短期记忆过长的问题，VeADK中提供了记忆优化器来进行短期记忆的优化，通过在短期记忆类中传入`enable_memory_optimization`参数，开启记忆优化器。
+
+```python
+from veadk.memory.short_term_memory import ShortTermMemory
+
+short_term_memory = ShortTermMemory(
+    backend="database",
+    db_url="...",
+    enable_memory_optimization=True,
+)
+```
+
+开启后，短期记忆模块将会初始化一个`ShortTermMemoryProcessor`模块，在记忆加载后进行相关信息抽取等处理。未来，我们将支持传入自定义的记忆优化器，并计划支持如下记忆优化时机：
+
+- 记忆存储前（在线优化）
+- 记忆存储后（离线优化）
+- 记忆加载后（在线优化）
+
+并且提供如下维度的优化方法：
+
+- 时间维度
+- 信息维度
+- 自定义维度（例如结构化信息抽取）
+
+## 长期记忆
+
+长期记忆通常存储在数据库中，通过如下方式定义一个长期记忆：
+
+```python
+from veadk.memory.long_term_memory import LongTermMemory
+
+long_term_memory = LongTermMemory(backend=...) # 默认的数据库为`opensearch`
+
+# 装配到Agent中，同时会自动挂载`load_memory_tool`工具
+agent = Agent(long_term_memory=long_term_memory)
+
+# 运行时可选将某个session存储到长期记忆中
+session = await session_service.get_session(
+    app_name=app_name,
+    user_id=user_id,
+    session_id=session_id,
+) # 获取当前session
+await self.long_term_memory.add_session_to_memory(session) # 添加
+```
+
+长期记忆中的backend字段定义如下：
+
+| backend | 说明 |
+| --- | --- |
+| local | GIGO模式的内存存储，不具备向量检索功能，仅用于测试 |
+| viking | 火山引擎Viking Memory服务 |
+| opensearch | OpenSearch数据库 |
+| redis | Redis数据库，但不具备向量搜索功能 |
+| mysql | MySQL数据库，但不具备向量搜索功能 |
+
diff --git a/docs/docs/tracing.md b/docs/docs/tracing.md
new file mode 100644
index 00000000..2ec57ab5
--- /dev/null
+++ b/docs/docs/tracing.md
@@ -0,0 +1,41 @@
+# 可观测
+
+VeADK中的可观测（Tracing）能力能够记录运行时关键节点的信息，并且支持无缝上报至火山引擎云平台（例如CozeLoop、APMPlus等）。
+
+## 本地观测
+
+你可以通过如下方式开启可观测，并且将运行时数据保存至本地：
+
+```python
+from veadk.tracing.telemetry.opentelemetry_tracer import OpentelemetryTracer
+
+tracer = OpentelemetryTracer(exporters=exporters)
+agent = Agent(tracers=[tracer])
+
+# ... run agent ...
+
+# the data will be automatically saved to local
+print(f"Tracing file path: {tracer._trace_file_path}")
+```
+
+## 火山云观测
+
+通过设置不同的`exporter`上报器，可以将观测数据上传到对应平台：
+
+- CozeLoop平台：`CozeLoopExporter`
+- APMPlus平台： `APMPlusExporter`
+
+使用方法如下：
+
+```python
+from veadk.tracing.telemetry.opentelemetry_tracer import OpentelemetryTracer
+
+exporters = [CozeloopExporter(), APMPlusExporter()]
+tracer = OpentelemetryTracer(exporters=exporters)
+agent = Agent(tracers=[tracer])
+
+# ... run agent ...
+
+# the data will be automatically saved to local
+print(f"Tracing file path: {tracer._trace_file_path}")
+```
diff --git a/docs/package-lock.json b/docs/package-lock.json
new file mode 100644
index 00000000..0f2ff558
--- /dev/null
+++ b/docs/package-lock.json
@@ -0,0 +1,4410 @@
+{
+  "name": "veadk-python-docs",
+  "version": "0.0.1",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "veadk-python-docs",
+      "version": "0.0.1",
+      "license": "MIT",
+      "devDependencies": {
+        "@vuepress/bundler-vite": "2.0.0-rc.20",
+        "@vuepress/theme-default": "2.0.0-rc.88",
+        "sass-embedded": "^1.86.0",
+        "vue": "^3.5.13",
+        "vuepress": "^2.0.0-rc.20"
+      }
+    },
+    "node_modules/@babel/helper-string-parser": {
+      "version": "7.27.1",
+      "resolved": "https://registry.npmmirror.com/@babel/helper-string-parser/-/helper-string-parser-7.27.1.tgz",
+      "integrity": "sha512-qMlSxKbpRlAridDExk92nSobyDdpPijUq2DW6oDnUqd0iOGxmQjyqhMIihI9+zv4LPyZdRje2cavWPbCbWm3eA==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/helper-validator-identifier": {
+      "version": "7.27.1",
+      "resolved": "https://registry.npmmirror.com/@babel/helper-validator-identifier/-/helper-validator-identifier-7.27.1.tgz",
+      "integrity": "sha512-D2hP9eA+Sqx1kBZgzxZh0y1trbuU+JoDkiEwqhQ36nodYqJwyEIhPSdMNd7lOm/4io72luTPWH20Yda0xOuUow==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/parser": {
+      "version": "7.28.0",
+      "resolved": "https://registry.npmmirror.com/@babel/parser/-/parser-7.28.0.tgz",
+      "integrity": "sha512-jVZGvOxOuNSsuQuLRTh13nU0AogFlw32w/MT+LV6D3sP5WdbW61E77RnkbaO2dUvmPAYrBDJXGn5gGS6tH4j8g==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/types": "^7.28.0"
+      },
+      "bin": {
+        "parser": "bin/babel-parser.js"
+      },
+      "engines": {
+        "node": ">=6.0.0"
+      }
+    },
+    "node_modules/@babel/types": {
+      "version": "7.28.1",
+      "resolved": "https://registry.npmmirror.com/@babel/types/-/types-7.28.1.tgz",
+      "integrity": "sha512-x0LvFTekgSX+83TI28Y9wYPUfzrnl2aT5+5QLnO6v7mSJYtEEevuDRN0F0uSHRk1G1IWZC43o00Y0xDDrpBGPQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/helper-string-parser": "^7.27.1",
+        "@babel/helper-validator-identifier": "^7.27.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@bufbuild/protobuf": {
+      "version": "2.6.0",
+      "resolved": "https://registry.npmmirror.com/@bufbuild/protobuf/-/protobuf-2.6.0.tgz",
+      "integrity": "sha512-6cuonJVNOIL7lTj5zgo/Rc2bKAo4/GvN+rKCrUj7GdEHRzCk8zKOfFwUsL9nAVk5rSIsRmlgcpLzTRysopEeeg==",
+      "dev": true,
+      "license": "(Apache-2.0 AND BSD-3-Clause)"
+    },
+    "node_modules/@esbuild/aix-ppc64": {
+      "version": "0.24.2",
+      "resolved": "https://registry.npmmirror.com/@esbuild/aix-ppc64/-/aix-ppc64-0.24.2.tgz",
+      "integrity": "sha512-thpVCb/rhxE/BnMLQ7GReQLLN8q9qbHmI55F4489/ByVg2aQaQ6kbcLb6FHkocZzQhxc4gx0sCk0tJkKBFzDhA==",
+      "cpu": [
+        "ppc64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "aix"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/android-arm": {
+      "version": "0.24.2",
+      "resolved": "https://registry.npmmirror.com/@esbuild/android-arm/-/android-arm-0.24.2.tgz",
+      "integrity": "sha512-tmwl4hJkCfNHwFB3nBa8z1Uy3ypZpxqxfTQOcHX+xRByyYgunVbZ9MzUUfb0RxaHIMnbHagwAxuTL+tnNM+1/Q==",
+      "cpu": [
+        "arm"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "android"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/android-arm64": {
+      "version": "0.24.2",
+      "resolved": "https://registry.npmmirror.com/@esbuild/android-arm64/-/android-arm64-0.24.2.tgz",
+      "integrity": "sha512-cNLgeqCqV8WxfcTIOeL4OAtSmL8JjcN6m09XIgro1Wi7cF4t/THaWEa7eL5CMoMBdjoHOTh/vwTO/o2TRXIyzg==",
+      "cpu": [
+        "arm64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "android"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/android-x64": {
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+        "typescript": "*"
+      },
+      "peerDependenciesMeta": {
+        "typescript": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/vue-router": {
+      "version": "4.5.1",
+      "resolved": "https://registry.npmmirror.com/vue-router/-/vue-router-4.5.1.tgz",
+      "integrity": "sha512-ogAF3P97NPm8fJsE4by9dwSYtDwXIY1nFY9T6DyQnGHd1E2Da94w9JIolpe42LJGIl0DwOHBi8TcRPlPGwbTtw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@vue/devtools-api": "^6.6.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/posva"
+      },
+      "peerDependencies": {
+        "vue": "^3.2.0"
+      }
+    },
+    "node_modules/vue-router/node_modules/@vue/devtools-api": {
+      "version": "6.6.4",
+      "resolved": "https://registry.npmmirror.com/@vue/devtools-api/-/devtools-api-6.6.4.tgz",
+      "integrity": "sha512-sGhTPMuXqZ1rVOk32RylztWkfXTRhuS7vgAKv0zjqk8gbsHkJ7xfFf+jbySxt7tWObEJwyKaHMikV/WGDiQm8g==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/vuepress": {
+      "version": "2.0.0-rc.20",
+      "resolved": "https://registry.npmjs.org/vuepress/-/vuepress-2.0.0-rc.20.tgz",
+      "integrity": "sha512-rAGD+/OBqBQb/qnKdoMuRPkv0Pcwu+OWrs0dW5vqJpswsa9pArrCwsfQKKGpxZI24BkutxIwnUSgUP5LBAtgIw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@vuepress/cli": "2.0.0-rc.20",
+        "@vuepress/client": "2.0.0-rc.20",
+        "@vuepress/core": "2.0.0-rc.20",
+        "@vuepress/markdown": "2.0.0-rc.20",
+        "@vuepress/shared": "2.0.0-rc.20",
+        "@vuepress/utils": "2.0.0-rc.20",
+        "vue": "^3.5.13"
+      },
+      "bin": {
+        "vuepress": "bin/vuepress.js",
+        "vuepress-vite": "bin/vuepress-vite.js",
+        "vuepress-webpack": "bin/vuepress-webpack.js"
+      },
+      "engines": {
+        "node": "^18.19.0 || >=20.4.0"
+      },
+      "peerDependencies": {
+        "@vuepress/bundler-vite": "2.0.0-rc.20",
+        "@vuepress/bundler-webpack": "2.0.0-rc.20",
+        "vue": "^3.5.0"
+      },
+      "peerDependenciesMeta": {
+        "@vuepress/bundler-vite": {
+          "optional": true
+        },
+        "@vuepress/bundler-webpack": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/whatwg-encoding": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmmirror.com/whatwg-encoding/-/whatwg-encoding-3.1.1.tgz",
+      "integrity": "sha512-6qN4hJdMwfYBtE3YBTTHhoeuUrDBPZmbQaxWAqSALV/MeEnR5z1xd8UKud2RAkFoPkmB+hli1TZSnyi84xz1vQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "iconv-lite": "0.6.3"
+      },
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/whatwg-mimetype": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmmirror.com/whatwg-mimetype/-/whatwg-mimetype-4.0.0.tgz",
+      "integrity": "sha512-QaKxh0eNIi2mE9p2vEdzfagOKHCcj1pJ56EEHGQOVxp8r9/iszLUUV7v89x9O1p/T+NlTM5W7jW6+cz4Fq1YVg==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/which": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmmirror.com/which/-/which-2.0.2.tgz",
+      "integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==",
+      "dev": true,
+      "license": "ISC",
+      "dependencies": {
+        "isexe": "^2.0.0"
+      },
+      "bin": {
+        "node-which": "bin/node-which"
+      },
+      "engines": {
+        "node": ">= 8"
+      }
+    },
+    "node_modules/yoctocolors": {
+      "version": "2.1.1",
+      "resolved": "https://registry.npmmirror.com/yoctocolors/-/yoctocolors-2.1.1.tgz",
+      "integrity": "sha512-GQHQqAopRhwU8Kt1DDM8NjibDXHC8eoh1erhGAJPEyveY9qqVeXvVikNKrDz69sHowPMorbPUrH/mx8c50eiBQ==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    }
+  }
+}
diff --git a/docs/package.json b/docs/package.json
new file mode 100644
index 00000000..4e026001
--- /dev/null
+++ b/docs/package.json
@@ -0,0 +1,20 @@
+{
+  "name": "veadk-python-docs",
+  "description": "Documents for Volcengine Agent Development Kits in python",
+  "version": "0.0.1",
+  "license": "MIT",
+  "type": "module",
+  "scripts": {
+    "docs:build": "vuepress build docs",
+    "docs:clean-dev": "vuepress dev docs --clean-cache",
+    "docs:dev": "vuepress dev docs",
+    "docs:update-package": "npx vp-update"
+  },
+  "devDependencies": {
+    "@vuepress/bundler-vite": "2.0.0-rc.20",
+    "@vuepress/theme-default": "2.0.0-rc.88",
+    "sass-embedded": "^1.86.0",
+    "vue": "^3.5.13",
+    "vuepress": "^2.0.0-rc.20"
+  }
+}

From e65c164cbb23584d7f687a90375c28653677584d Mon Sep 17 00:00:00 2001
From: "fangyaozheng@bytedance.com" <fangyaozheng@bytedance.com>
Date: Sun, 3 Aug 2025 16:50:43 +0800
Subject: [PATCH 02/10] fix: add feat/docs to auto deploy workflow

---
 .github/workflows/deploy-docs.yaml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/deploy-docs.yaml b/.github/workflows/deploy-docs.yaml
index c09889ce..b53d814f 100644
--- a/.github/workflows/deploy-docs.yaml
+++ b/.github/workflows/deploy-docs.yaml
@@ -4,6 +4,7 @@ on:
   push:
     branches:
       - main
+      - feat/docs
     paths:
       - 'docs/**'
       - '.github/workflows/deploy-docs.yml'

From 6b44f73d49aa53551384a9d448488437349d8026 Mon Sep 17 00:00:00 2001
From: "fangyaozheng@bytedance.com" <fangyaozheng@bytedance.com>
Date: Sun, 3 Aug 2025 16:58:19 +0800
Subject: [PATCH 03/10] fix: correct typos in workflow file

---
 .github/workflows/deploy-docs.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/deploy-docs.yaml b/.github/workflows/deploy-docs.yaml
index b53d814f..4ed9010a 100644
--- a/.github/workflows/deploy-docs.yaml
+++ b/.github/workflows/deploy-docs.yaml
@@ -7,7 +7,7 @@ on:
       - feat/docs
     paths:
       - 'docs/**'
-      - '.github/workflows/deploy-docs.yml'
+      - '.github/workflows/deploy-docs.yaml'
 
   workflow_dispatch:
 

From c9b57599d051bf8b1605115f4bdd546082bfe3b4 Mon Sep 17 00:00:00 2001
From: "fangyaozheng@bytedance.com" <fangyaozheng@bytedance.com>
Date: Sun, 3 Aug 2025 17:08:38 +0800
Subject: [PATCH 04/10] chore: remove github pages deploy deps

---
 .github/workflows/deploy-docs.yaml | 17 +++++++++++++----
 1 file changed, 13 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/deploy-docs.yaml b/.github/workflows/deploy-docs.yaml
index 4ed9010a..01e392c4 100644
--- a/.github/workflows/deploy-docs.yaml
+++ b/.github/workflows/deploy-docs.yaml
@@ -30,7 +30,16 @@ jobs:
         run: npm run docs:build
 
       - name: Deploy to GitHub Pages
-        uses: peaceiris/actions-gh-pages@v3
-        with:
-          github_token: ${{ secrets.GITHUB_TOKEN }}
-          publish_dir: docs/.vuepress/dist
\ No newline at end of file
+        run: |
+          cd docs/.vuepress/dist
+
+          git init
+          git config user.name "GitHub Actions"
+          git config user.email "action@github.com"
+
+          git add .
+          git commit -m "Deploy docs from ${{ github.sha }}"
+
+          git push --force --quiet \
+            "https://x-access-token:${{ secrets.GITHUB_TOKEN }}@github.com/${{ github.repository }}.git" \
+            HEAD:veadk/docs
\ No newline at end of file

From 592995476735bb970373b800823280b06d0bb934 Mon Sep 17 00:00:00 2001
From: "fangyaozheng@bytedance.com" <fangyaozheng@bytedance.com>
Date: Sun, 3 Aug 2025 17:11:12 +0800
Subject: [PATCH 05/10] fix: fix doc pages bugs

---
 .github/workflows/deploy-docs.yaml | 10 +++++++---
 1 file changed, 7 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/deploy-docs.yaml b/.github/workflows/deploy-docs.yaml
index 01e392c4..09b76a58 100644
--- a/.github/workflows/deploy-docs.yaml
+++ b/.github/workflows/deploy-docs.yaml
@@ -24,10 +24,14 @@ jobs:
           node-version: '22'
 
       - name: Install dependencies
-        run: npm install
+        run: |
+          cd docs
+          npm install
 
       - name: Build documentation
-        run: npm run docs:build
+        run: |
+          cd docs
+          npm run docs:build
 
       - name: Deploy to GitHub Pages
         run: |
@@ -42,4 +46,4 @@ jobs:
 
           git push --force --quiet \
             "https://x-access-token:${{ secrets.GITHUB_TOKEN }}@github.com/${{ github.repository }}.git" \
-            HEAD:veadk/docs
\ No newline at end of file
+            HEAD:docs
\ No newline at end of file

From d88e75aa7fc6b70b647044d02040ec6e8f9dc679 Mon Sep 17 00:00:00 2001
From: "fangyaozheng@bytedance.com" <fangyaozheng@bytedance.com>
Date: Sun, 3 Aug 2025 17:12:19 +0800
Subject: [PATCH 06/10] fix: fix doc pages bugs

---
 .github/workflows/deploy-docs.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/deploy-docs.yaml b/.github/workflows/deploy-docs.yaml
index 09b76a58..ac45f5be 100644
--- a/.github/workflows/deploy-docs.yaml
+++ b/.github/workflows/deploy-docs.yaml
@@ -35,7 +35,7 @@ jobs:
 
       - name: Deploy to GitHub Pages
         run: |
-          cd docs/.vuepress/dist
+          cd docs/docs/.vuepress/dist
 
           git init
           git config user.name "GitHub Actions"

From 54bb884833357be50ecaab322264b3ed3cb51e66 Mon Sep 17 00:00:00 2001
From: "fangyaozheng@bytedance.com" <fangyaozheng@bytedance.com>
Date: Sun, 3 Aug 2025 17:33:12 +0800
Subject: [PATCH 07/10] fix: fix doc pages bugs

---
 .github/workflows/deploy-docs.yaml | 49 ++++++++++++++++++++++++------
 1 file changed, 39 insertions(+), 10 deletions(-)

diff --git a/.github/workflows/deploy-docs.yaml b/.github/workflows/deploy-docs.yaml
index ac45f5be..cc93e3ce 100644
--- a/.github/workflows/deploy-docs.yaml
+++ b/.github/workflows/deploy-docs.yaml
@@ -33,17 +33,46 @@ jobs:
           cd docs
           npm run docs:build
 
-      - name: Deploy to GitHub Pages
+      name: Deploy Docs to GitHub Pages
+
+on:
+  push:
+    branches:
+      - main
+      - feat/docs
+    paths:
+      - 'docs/**'
+      - '.github/workflows/deploy-docs.yaml'
+  workflow_dispatch:
+
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: '22'
+
+      - name: Install dependencies
         run: |
-          cd docs/docs/.vuepress/dist
+          cd docs
+          npm install
 
-          git init
-          git config user.name "GitHub Actions"
-          git config user.email "action@github.com"
+      - name: Build documentation
+        run: |
+          cd docs
+          npm run docs:build
 
-          git add .
-          git commit -m "Deploy docs from ${{ github.sha }}"
+      - name: Upload artifact for GitHub Pages
+        uses: actions/upload-pages-artifact@v3
+        with:
+          path: docs/docs/.vuepress/dist
 
-          git push --force --quiet \
-            "https://x-access-token:${{ secrets.GITHUB_TOKEN }}@github.com/${{ github.repository }}.git" \
-            HEAD:docs
\ No newline at end of file
+      - name: Deploy to GitHub Pages
+        id: deploy
+        uses: actions/deploy-pages@v4
+        
\ No newline at end of file

From f686f718e4a90606325fe4ba93ccd76f561adec6 Mon Sep 17 00:00:00 2001
From: "fangyaozheng@bytedance.com" <fangyaozheng@bytedance.com>
Date: Sun, 3 Aug 2025 17:34:40 +0800
Subject: [PATCH 08/10] fix: fix doc pages bugs

---
 .github/workflows/deploy-docs.yaml | 35 ------------------------------
 1 file changed, 35 deletions(-)

diff --git a/.github/workflows/deploy-docs.yaml b/.github/workflows/deploy-docs.yaml
index cc93e3ce..2000ebfb 100644
--- a/.github/workflows/deploy-docs.yaml
+++ b/.github/workflows/deploy-docs.yaml
@@ -11,40 +11,6 @@ on:
 
   workflow_dispatch:
 
-jobs:
-  deploy:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v4
-
-      - name: Setup Node.js
-        uses: actions/setup-node@v4
-        with:
-          node-version: '22'
-
-      - name: Install dependencies
-        run: |
-          cd docs
-          npm install
-
-      - name: Build documentation
-        run: |
-          cd docs
-          npm run docs:build
-
-      name: Deploy Docs to GitHub Pages
-
-on:
-  push:
-    branches:
-      - main
-      - feat/docs
-    paths:
-      - 'docs/**'
-      - '.github/workflows/deploy-docs.yaml'
-  workflow_dispatch:
-
 jobs:
   deploy:
     runs-on: ubuntu-latest
@@ -75,4 +41,3 @@ jobs:
       - name: Deploy to GitHub Pages
         id: deploy
         uses: actions/deploy-pages@v4
-        
\ No newline at end of file

From c608b199f629d3019970d0b69031e2d9023751e8 Mon Sep 17 00:00:00 2001
From: "fangyaozheng@bytedance.com" <fangyaozheng@bytedance.com>
Date: Sun, 3 Aug 2025 17:36:42 +0800
Subject: [PATCH 09/10] fix: add permissions to deploy-docs

---
 .github/workflows/deploy-docs.yaml | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/.github/workflows/deploy-docs.yaml b/.github/workflows/deploy-docs.yaml
index 2000ebfb..c9f488c0 100644
--- a/.github/workflows/deploy-docs.yaml
+++ b/.github/workflows/deploy-docs.yaml
@@ -11,6 +11,11 @@ on:
 
   workflow_dispatch:
 
+permissions:
+  contents: read
+  pages: write
+  id-token: write
+
 jobs:
   deploy:
     runs-on: ubuntu-latest

From d23b7ce5ab8e1dd209b99057fbac73a15938dcd9 Mon Sep 17 00:00:00 2001
From: "fangyaozheng@bytedance.com" <fangyaozheng@bytedance.com>
Date: Sun, 3 Aug 2025 17:41:02 +0800
Subject: [PATCH 10/10] fix: add static base for Github Pages static resource

---
 docs/docs/.vuepress/config.js | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/docs/docs/.vuepress/config.js b/docs/docs/.vuepress/config.js
index a131eb9b..9ce87fa2 100644
--- a/docs/docs/.vuepress/config.js
+++ b/docs/docs/.vuepress/config.js
@@ -17,4 +17,6 @@ export default defineUserConfig({
   }),
 
   bundler: viteBundler(),
+
+  base: '/veadk-python/', // GitHub Pages required
 })