# Xpert AI ## Docs - [🧑🏼‍🚀 Agent](https://docs.xpertai.cn/en/ai/agent/agent.md) - [Commands](https://docs.xpertai.cn/en/ai/agent/ai-assistant/command.md) - [Configure Xpert AI Assistant](https://docs.xpertai.cn/en/ai/agent/ai-assistant/configure-ai-assistant.md) - [🤖 AI Copilot](https://docs.xpertai.cn/en/ai/agent/ai-assistant/index.md) - [Roles](https://docs.xpertai.cn/en/ai/agent/ai-assistant/roles.md) - [Settings](https://docs.xpertai.cn/en/ai/agent/ai-assistant/settings.md) - [Chat Channels](https://docs.xpertai.cn/en/ai/agent/chat-channels.md) - [Logs](https://docs.xpertai.cn/en/ai/agent/conversation-logs.md) - [🌝 Chat](https://docs.xpertai.cn/en/ai/agent/conversation/conversation.md) - [🏭 Project](https://docs.xpertai.cn/en/ai/agent/conversation/projects.md) - [Development SDK](https://docs.xpertai.cn/en/ai/agent/development-api.md) - [Embedding WebApp](https://docs.xpertai.cn/en/ai/agent/embed-webpage.md) - [Enhanced Features](https://docs.xpertai.cn/en/ai/agent/enhanced-features.md) - [Environment Variables](https://docs.xpertai.cn/en/ai/agent/environment-variables.md) - [Expert Configuration](https://docs.xpertai.cn/en/ai/agent/expert-configuration.md) - [File Memory and Dreaming](https://docs.xpertai.cn/en/ai/agent/file-memory-dreaming.md) - [Agent Chat Handoff Architecture](https://docs.xpertai.cn/en/ai/agent/handoff/agent-chat-handoff-architecture.md) - [Human in the loop](https://docs.xpertai.cn/en/ai/agent/human-ai-collaboration.md) - [Long-Term Memory](https://docs.xpertai.cn/en/ai/agent/long-term-memory.md) - [Monitor Dashboard](https://docs.xpertai.cn/en/ai/agent/monitoring-dashboard.md) - [Multi-Agent Architectures](https://docs.xpertai.cn/en/ai/agent/multi-agent-architecture.md) - [Release Version](https://docs.xpertai.cn/en/ai/agent/release-version.md) - [Sandbox Feature](https://docs.xpertai.cn/en/ai/agent/sandbox/index.md) - [Supervisor Architecture](https://docs.xpertai.cn/en/ai/agent/supervised-architecture.md) - [Swarm](https://docs.xpertai.cn/en/ai/agent/swarm-architecture.md) - [Actions](https://docs.xpertai.cn/en/ai/chatkit/chatkit-actions.md) - [Client Effects](https://docs.xpertai.cn/en/ai/chatkit/chatkit-effect.md) - [Pet](https://docs.xpertai.cn/en/ai/chatkit/chatkit-pet.md) - [Plan Mode](https://docs.xpertai.cn/en/ai/chatkit/chatkit-plan-mode.md) - [Prompt Workflows](https://docs.xpertai.cn/en/ai/chatkit/chatkit-prompt-workflows.md) - [Skills and Plugins](https://docs.xpertai.cn/en/ai/chatkit/chatkit-runtime-capabilities.md) - [Themes and Customization](https://docs.xpertai.cn/en/ai/chatkit/chatkit-themes.md) - [Client Tools](https://docs.xpertai.cn/en/ai/chatkit/chatkit-tool.md) - [Widgets](https://docs.xpertai.cn/en/ai/chatkit/chatkit-widgets.md) - [💬 ChatKit SDK](https://docs.xpertai.cn/en/ai/chatkit/index.md) - [Integrate XpertAI API](https://docs.xpertai.cn/en/ai/chatkit/sdk/integrate-xpertai-api.md) - [Cloud](https://docs.xpertai.cn/en/ai/getting-started/cloud/index.md) - [Deploy with Docker Compose](https://docs.xpertai.cn/en/ai/getting-started/community/docker.md) - [Environment Variable Explanation](https://docs.xpertai.cn/en/ai/getting-started/community/environments.md) - [FAQs](https://docs.xpertai.cn/en/ai/getting-started/community/faqs.md) - [Xpert Community](https://docs.xpertai.cn/en/ai/getting-started/community/index.md) - [Start with Local Source Code](https://docs.xpertai.cn/en/ai/getting-started/community/local-source-code.md) - [Deploying Docker Cluster](https://docs.xpertai.cn/en/ai/getting-started/enterprise/docker/index.md) - [Integrated with Doris](https://docs.xpertai.cn/en/ai/getting-started/enterprise/docker/with-doris.md) - [Integrating StarRocks](https://docs.xpertai.cn/en/ai/getting-started/enterprise/docker/with-starrocks.md) - [Daily Database Backup](https://docs.xpertai.cn/en/ai/getting-started/enterprise/k8s/backups.md) - [Kubernetes Deployment](https://docs.xpertai.cn/en/ai/getting-started/enterprise/k8s/index.md) - [Ssl](https://docs.xpertai.cn/en/ai/getting-started/enterprise/ssl.md) - [Onboarding Wizard](https://docs.xpertai.cn/en/ai/getting-started/onboarding/index.md) - [API](https://docs.xpertai.cn/en/ai/knowledge-base/api.md) - [Connecting to external knowledge bases](https://docs.xpertai.cn/en/ai/knowledge-base/connect-external-knowledge-base.md) - [Document Source Authorization](https://docs.xpertai.cn/en/ai/knowledge-base/create-knowledge-base-via-pipeline/data-source-authorization.md) - [Step 1: Create a Knowledge Pipeline](https://docs.xpertai.cn/en/ai/knowledge-base/create-knowledge-base-via-pipeline/step-1-create-pipeline.md) - [Step 2: Knowledge Pipeline Orchestration](https://docs.xpertai.cn/en/ai/knowledge-base/create-knowledge-base-via-pipeline/step-2-pipeline-orchestration.md) - [Step 3: Publish the Knowledge Pipeline](https://docs.xpertai.cn/en/ai/knowledge-base/create-knowledge-base-via-pipeline/step-3-publish-pipeline.md) - [Step 4: Upload Files](https://docs.xpertai.cn/en/ai/knowledge-base/create-knowledge-base-via-pipeline/step-4-upload-files.md) - [Step 5: Manage and Use the Knowledge Base](https://docs.xpertai.cn/en/ai/knowledge-base/create-knowledge-base-via-pipeline/step-5-manage-use-knowledge-base.md) - [Introduction](https://docs.xpertai.cn/en/ai/knowledge-base/index.md) - [Maintaining Documents](https://docs.xpertai.cn/en/ai/knowledge-base/maintain-documents.md) - [Recall Test](https://docs.xpertai.cn/en/ai/knowledge-base/recall-test.md) - [Ways to Use the Knowledge Base](https://docs.xpertai.cn/en/ai/knowledge-base/ways-to-use-knowledge-base.md) - [Agent Behavior Monitor Middleware](https://docs.xpertai.cn/en/ai/middleware/built-in/agent-behavior-monitor.md) - [Browser Automation Middleware](https://docs.xpertai.cn/en/ai/middleware/built-in/browser-automation.md) - [Human-in-the-Loop Middleware](https://docs.xpertai.cn/en/ai/middleware/built-in/human-in-the-loop.md) - [Built-in Middleware](https://docs.xpertai.cn/en/ai/middleware/built-in/index.md) - [Ralph Loop Middleware](https://docs.xpertai.cn/en/ai/middleware/built-in/ralph-loop.md) - [Sensitive Filter Middleware](https://docs.xpertai.cn/en/ai/middleware/built-in/sensitive-filter.md) - [Custom Middleware](https://docs.xpertai.cn/en/ai/middleware/custom.md) - [Agent Middleware](https://docs.xpertai.cn/en/ai/middleware/index.md) - [Core Concepts of the Plugin System](https://docs.xpertai.cn/en/ai/plugin/concepts.md) - [Plugin Development Steps](https://docs.xpertai.cn/en/ai/plugin/develop.md) - [Plugin Example: Lark Docs](https://docs.xpertai.cn/en/ai/plugin/feishu-document-example/index.md) - [Lark System Integration](https://docs.xpertai.cn/en/ai/plugin/feishu-document-example/integration.md) - [Lark Document Source Strategy](https://docs.xpertai.cn/en/ai/plugin/feishu-document-example/source.md) - [Lark Document Transformation Strategy](https://docs.xpertai.cn/en/ai/plugin/feishu-document-example/transformer.md) - [🧩 Plugin Development](https://docs.xpertai.cn/en/ai/plugin/index.md) - [Publish & Use](https://docs.xpertai.cn/en/ai/plugin/install.md) - [Overview](https://docs.xpertai.cn/en/ai/plugin/overview.md) - [Plugin Permission Design Guide](https://docs.xpertai.cn/en/ai/plugin/permissions.md) - [Schema UI Extension Specification](https://docs.xpertai.cn/en/ai/plugin/schema.md) - [Trigger Plugin](https://docs.xpertai.cn/en/ai/plugin/trigger/index.md) - [Lark Trigger](https://docs.xpertai.cn/en/ai/plugin/trigger/lark-trigger.md) - [Schedule Trigger](https://docs.xpertai.cn/en/ai/plugin/trigger/schedule-trigger.md) - [Administer Skills](https://docs.xpertai.cn/en/ai/skill/administration.md) - [Skills](https://docs.xpertai.cn/en/ai/skill/index.md) - [Browse and Install Skills](https://docs.xpertai.cn/en/ai/skill/marketplace.md) - [Skill Package Format](https://docs.xpertai.cn/en/ai/skill/skill-package-format.md) - [Use Skills in Agents](https://docs.xpertai.cn/en/ai/skill/use-in-agent.md) - [Manage Workspace Skills](https://docs.xpertai.cn/en/ai/skill/workspace.md) - [Control Sources And Defaults](https://docs.xpertai.cn/en/ai/system/permissions/control-sources-and-defaults.md): Where features, permissions, roleNames, and workspace capabilities are controlled and how their defaults are seeded. - [Feature Permission Matrix](https://docs.xpertai.cn/en/ai/system/permissions/feature-permission-role-matrix.md): Features, permissions, and roleNames required by pages, functions, and buttons. - [Switch Function Mapping](https://docs.xpertai.cn/en/ai/system/permissions/switch-function-mapping.md): Functions controlled by feature and permission switches. - [BI Toolsets](https://docs.xpertai.cn/en/ai/toolset/bi-toolset/bi-toolset.md) - [Dashboard](https://docs.xpertai.cn/en/ai/toolset/bi-toolset/dashboard.md) - [Data Governance](https://docs.xpertai.cn/en/ai/toolset/bi-toolset/data-governance.md) - [Indicator Management](https://docs.xpertai.cn/en/ai/toolset/bi-toolset/indicators.md) - [Semantic Modeling](https://docs.xpertai.cn/en/ai/toolset/bi-toolset/modeling.md) - [Built-in Toolsets](https://docs.xpertai.cn/en/ai/toolset/built-in-toolset.md) - [Self-Built Application Configuration](https://docs.xpertai.cn/en/ai/toolset/chatbi-toolset/app.md) - [🤖 Chat Bot](https://docs.xpertai.cn/en/ai/toolset/chatbi-toolset/bot.md) - [ChatBI Toolset](https://docs.xpertai.cn/en/ai/toolset/chatbi-toolset/chatbi.md) - [Chat Models](https://docs.xpertai.cn/en/ai/toolset/chatbi-toolset/models.md) - [Quick Access Application](https://docs.xpertai.cn/en/ai/toolset/chatbi-toolset/webpage.md) - [Coding Expert](https://docs.xpertai.cn/en/ai/toolset/coding-expert.md) - [Custom Toolsets](https://docs.xpertai.cn/en/ai/toolset/custom-toolset.md) - [DingTalk](https://docs.xpertai.cn/en/ai/toolset/dingtalk.md) - [Feishu (Lark)](https://docs.xpertai.cn/en/ai/toolset/feishu.md) - [Crawl4AI](https://docs.xpertai.cn/en/ai/toolset/mcp-tools/crawl4ai.md) - [MCP Tools](https://docs.xpertai.cn/en/ai/toolset/mcp-tools/index.md) - [Planning Tasks](https://docs.xpertai.cn/en/ai/toolset/planning-tasks.md) - [Scheduled Tasks](https://docs.xpertai.cn/en/ai/toolset/scheduled-tasks.md) - [Bash command execution](https://docs.xpertai.cn/en/ai/toolset/virtual-environment/bash-command-execution.md) - [Browser tools](https://docs.xpertai.cn/en/ai/toolset/virtual-environment/browser-tools.md) - [Browser-use Tools](https://docs.xpertai.cn/en/ai/toolset/virtual-environment/browser-use-tools.md) - [Code Project](https://docs.xpertai.cn/en/ai/toolset/virtual-environment/code-project.md) - [Computer Tools](https://docs.xpertai.cn/en/ai/toolset/virtual-environment/computer-tools.md) - [File Tools](https://docs.xpertai.cn/en/ai/toolset/virtual-environment/file-tools.md) - [GIT Tools](https://docs.xpertai.cn/en/ai/toolset/virtual-environment/git-tools.md) - [Python Execution Tool](https://docs.xpertai.cn/en/ai/toolset/virtual-environment/python-execution.md) - [Slide Tool](https://docs.xpertai.cn/en/ai/toolset/virtual-environment/slideshow-tools.md) - [Recursion Limit](https://docs.xpertai.cn/en/ai/troubleshooting/errors/recursion-limit.md) - [Agentic BI: Agent Team for End-to-End Data Analysis](https://docs.xpertai.cn/en/ai/tutorial/agentic-bi-end-to-end-analysis.md) - [Building an Agentic ChatBI Agent from Scratch](https://docs.xpertai.cn/en/ai/tutorial/build-agentic-chatbi-from-scratch.md) - [Automate Browser Operations with the ChatKit Browser Extension](https://docs.xpertai.cn/en/ai/tutorial/chatkit-browser-extension.md) - [Integrating Dify via MCP](https://docs.xpertai.cn/en/ai/tutorial/integrate-with-mcp-dify.md) - [Project Team: Single Agent vs. Multi-Agent](https://docs.xpertai.cn/en/ai/tutorial/project-group-single-vs-multi-agent.md) - [Tutorials](https://docs.xpertai.cn/en/ai/tutorial/tutorial.md) - [WeCom Integration](https://docs.xpertai.cn/en/ai/tutorial/wechat-work-integration.md) - [Workflows and Agents](https://docs.xpertai.cn/en/ai/tutorial/workflow-and-agent.md) - [Agent](https://docs.xpertai.cn/en/ai/workflow/agent.md) - [Agent Tool](https://docs.xpertai.cn/en/ai/workflow/agent-tool.md) - [Answer](https://docs.xpertai.cn/en/ai/workflow/answer.md) - [Variable Assigner](https://docs.xpertai.cn/en/ai/workflow/assigner.md) - [Document Chunker](https://docs.xpertai.cn/en/ai/workflow/chunker.md) - [Question Classifier](https://docs.xpertai.cn/en/ai/workflow/classifier.md) - [Code Execution](https://docs.xpertai.cn/en/ai/workflow/code.md) - [DingTalk Trigger](https://docs.xpertai.cn/en/ai/workflow/dingtalk-trigger.md) - [Error Handling](https://docs.xpertai.cn/en/ai/workflow/error-handling.md) - [External Digital Experts](https://docs.xpertai.cn/en/ai/workflow/external.md) - [HTTP Request](https://docs.xpertai.cn/en/ai/workflow/http.md) - [Logical Router](https://docs.xpertai.cn/en/ai/workflow/if-else.md) - [🔀 Workflow](https://docs.xpertai.cn/en/ai/workflow/index.md) - [Iterating](https://docs.xpertai.cn/en/ai/workflow/iterating.md) - [Knowledge Retrieval](https://docs.xpertai.cn/en/ai/workflow/knowledge.md) - [Document Knowledge Base](https://docs.xpertai.cn/en/ai/workflow/knowledgebase.md) - [List Operator](https://docs.xpertai.cn/en/ai/workflow/list-operator.md) - [Agent Middleware](https://docs.xpertai.cn/en/ai/workflow/middleware.md) - [Note](https://docs.xpertai.cn/en/ai/workflow/note.md) - [Document Transformer](https://docs.xpertai.cn/en/ai/workflow/processor.md) - [Document Source](https://docs.xpertai.cn/en/ai/workflow/source.md) - [Subflow](https://docs.xpertai.cn/en/ai/workflow/subflow.md) - [Task Handover](https://docs.xpertai.cn/en/ai/workflow/task.md) - [Template Transformation](https://docs.xpertai.cn/en/ai/workflow/template.md) - [Execution Endpoint](https://docs.xpertai.cn/en/ai/workflow/terminal.md) - [Tool Invocation](https://docs.xpertai.cn/en/ai/workflow/tool.md) - [Toolset](https://docs.xpertai.cn/en/ai/workflow/toolset.md) - [Trigger](https://docs.xpertai.cn/en/ai/workflow/trigger.md) - [Document Image Understanding](https://docs.xpertai.cn/en/ai/workflow/understanding.md) - [Variable Aggregator](https://docs.xpertai.cn/en/ai/workflow/variable-aggregator.md) - [Conversation Variables](https://docs.xpertai.cn/en/ai/workflow/variables.md) - [Get apiaiassistants](https://docs.xpertai.cn/en/api-reference/aiassistants/get-apiaiassistants.md) - [Post apiaiassistantscount](https://docs.xpertai.cn/en/api-reference/aiassistants/post-apiaiassistantscount.md) - [Post apiaiassistantssearch](https://docs.xpertai.cn/en/api-reference/aiassistants/post-apiaiassistantssearch.md) - [Delete apiaicontextsfile](https://docs.xpertai.cn/en/api-reference/aicontexts/delete-apiaicontextsfile.md) - [Post apiaicontextsfile](https://docs.xpertai.cn/en/api-reference/aicontexts/post-apiaicontextsfile.md) - [Delete apiaiconversations](https://docs.xpertai.cn/en/api-reference/aiconversations/delete-apiaiconversations.md) - [Delete apiaiconversations messages](https://docs.xpertai.cn/en/api-reference/aiconversations/delete-apiaiconversations-messages.md) - [Delete apiaiconversations messages feedbacks](https://docs.xpertai.cn/en/api-reference/aiconversations/delete-apiaiconversations-messages-feedbacks.md) - [Get apiaiconversations](https://docs.xpertai.cn/en/api-reference/aiconversations/get-apiaiconversations.md) - [Get apiaiconversations messages](https://docs.xpertai.cn/en/api-reference/aiconversations/get-apiaiconversations-messages.md) - [Get apiaiconversations messages 1](https://docs.xpertai.cn/en/api-reference/aiconversations/get-apiaiconversations-messages-1.md) - [Get apiaiconversations messages feedbacks](https://docs.xpertai.cn/en/api-reference/aiconversations/get-apiaiconversations-messages-feedbacks.md) - [Get apiaiconversations messages feedbacks 1](https://docs.xpertai.cn/en/api-reference/aiconversations/get-apiaiconversations-messages-feedbacks-1.md) - [Patch apiaiconversations](https://docs.xpertai.cn/en/api-reference/aiconversations/patch-apiaiconversations.md) - [Patch apiaiconversations messages](https://docs.xpertai.cn/en/api-reference/aiconversations/patch-apiaiconversations-messages.md) - [Patch apiaiconversations messages feedbacks](https://docs.xpertai.cn/en/api-reference/aiconversations/patch-apiaiconversations-messages-feedbacks.md) - [Post apiaiconversations](https://docs.xpertai.cn/en/api-reference/aiconversations/post-apiaiconversations.md) - [Post apiaiconversations messages](https://docs.xpertai.cn/en/api-reference/aiconversations/post-apiaiconversations-messages.md) - [Post apiaiconversations messages feedbacks](https://docs.xpertai.cn/en/api-reference/aiconversations/post-apiaiconversations-messages-feedbacks.md) - [Post apiaiconversations messages feedbackssearch](https://docs.xpertai.cn/en/api-reference/aiconversations/post-apiaiconversations-messages-feedbackssearch.md) - [Post apiaiconversations messagessearch](https://docs.xpertai.cn/en/api-reference/aiconversations/post-apiaiconversations-messagessearch.md) - [Post apiaiconversationssearch](https://docs.xpertai.cn/en/api-reference/aiconversations/post-apiaiconversationssearch.md) - [Delete apiaiknowledges](https://docs.xpertai.cn/en/api-reference/aiknowledges/delete-apiaiknowledges.md) - [Get apiaiknowledges status](https://docs.xpertai.cn/en/api-reference/aiknowledges/get-apiaiknowledges-status.md) - [Post apiaiknowledges](https://docs.xpertai.cn/en/api-reference/aiknowledges/post-apiaiknowledges.md) - [Post apiaiknowledges bulk](https://docs.xpertai.cn/en/api-reference/aiknowledges/post-apiaiknowledges-bulk.md) - [Post apiaiknowledges process](https://docs.xpertai.cn/en/api-reference/aiknowledges/post-apiaiknowledges-process.md) - [Put apiaiknowledges](https://docs.xpertai.cn/en/api-reference/aiknowledges/put-apiaiknowledges.md) - [Delete apiaistoreitems](https://docs.xpertai.cn/en/api-reference/aistore/delete-apiaistoreitems.md) - [Get apiaistoreitems](https://docs.xpertai.cn/en/api-reference/aistore/get-apiaistoreitems.md) - [Post apiaistoreitemssearch](https://docs.xpertai.cn/en/api-reference/aistore/post-apiaistoreitemssearch.md) - [Post apiaistorenamespaces](https://docs.xpertai.cn/en/api-reference/aistore/post-apiaistorenamespaces.md) - [Put apiaistoreitems](https://docs.xpertai.cn/en/api-reference/aistore/put-apiaistoreitems.md) - [Delete apiaithreads](https://docs.xpertai.cn/en/api-reference/aithreads/delete-apiaithreads.md) - [Get apiaithreads](https://docs.xpertai.cn/en/api-reference/aithreads/get-apiaithreads.md) - [Get apiaithreads runs](https://docs.xpertai.cn/en/api-reference/aithreads/get-apiaithreads-runs.md) - [Get apiaithreads runs 1](https://docs.xpertai.cn/en/api-reference/aithreads/get-apiaithreads-runs-1.md) - [Get apiaithreads runs stream](https://docs.xpertai.cn/en/api-reference/aithreads/get-apiaithreads-runs-stream.md) - [Get apiaithreads state](https://docs.xpertai.cn/en/api-reference/aithreads/get-apiaithreads-state.md) - [Get apiaithreads usage](https://docs.xpertai.cn/en/api-reference/aithreads/get-apiaithreads-usage.md) - [Patch apiaithreads](https://docs.xpertai.cn/en/api-reference/aithreads/patch-apiaithreads.md) - [Post apiaithreads](https://docs.xpertai.cn/en/api-reference/aithreads/post-apiaithreads.md) - [Post apiaithreads copy](https://docs.xpertai.cn/en/api-reference/aithreads/post-apiaithreads-copy.md) - [Post apiaithreads history](https://docs.xpertai.cn/en/api-reference/aithreads/post-apiaithreads-history.md) - [Post apiaithreads runs](https://docs.xpertai.cn/en/api-reference/aithreads/post-apiaithreads-runs.md) - [Post apiaithreads runs cancel](https://docs.xpertai.cn/en/api-reference/aithreads/post-apiaithreads-runs-cancel.md) - [Post apiaithreads runsstream](https://docs.xpertai.cn/en/api-reference/aithreads/post-apiaithreads-runsstream.md) - [Post apiaithreads runswait](https://docs.xpertai.cn/en/api-reference/aithreads/post-apiaithreads-runswait.md) - [Post apiaithreads state](https://docs.xpertai.cn/en/api-reference/aithreads/post-apiaithreads-state.md) - [Post apiaithreadssearch](https://docs.xpertai.cn/en/api-reference/aithreads/post-apiaithreadssearch.md) - [Delete apiaiv1kb](https://docs.xpertai.cn/en/api-reference/aiv1/delete-apiaiv1kb.md) - [Get apiaiv1kb status](https://docs.xpertai.cn/en/api-reference/aiv1/get-apiaiv1kb-status.md) - [Post apiaiv1chatkitsessions](https://docs.xpertai.cn/en/api-reference/aiv1/post-apiaiv1chatkitsessions.md) - [Post apiaiv1file](https://docs.xpertai.cn/en/api-reference/aiv1/post-apiaiv1file.md) - [Post apiaiv1kb](https://docs.xpertai.cn/en/api-reference/aiv1/post-apiaiv1kb.md) - [Post apiaiv1kb bulk](https://docs.xpertai.cn/en/api-reference/aiv1/post-apiaiv1kb-bulk.md) - [Post apiaiv1kb process](https://docs.xpertai.cn/en/api-reference/aiv1/post-apiaiv1kb-process.md) - [Put apiaiv1kb](https://docs.xpertai.cn/en/api-reference/aiv1/put-apiaiv1kb.md) - [🤖 AI Copilot](https://docs.xpertai.cn/en/bi/indicator-management/ai-assistant.md) - [📈 Derivative Indicator](https://docs.xpertai.cn/en/bi/indicator-management/derived-indicator.md) - [📱 Indicator Application](https://docs.xpertai.cn/en/bi/indicator-management/indicator-application.md) - [💼 Business Area](https://docs.xpertai.cn/en/bi/indicator-management/indicator-business-domain.md) - [🏅 Certification](https://docs.xpertai.cn/en/bi/indicator-management/indicator-certification.md) - [💹 Indicator Management](https://docs.xpertai.cn/en/bi/indicator-management/indicator-management.md) - [🛒 Indicator Market](https://docs.xpertai.cn/en/bi/indicator-management/indicator-market.md) - [📐 Indicator Measure](https://docs.xpertai.cn/en/bi/indicator-management/indicator-measure.md) - [📝 Indicator Registration](https://docs.xpertai.cn/en/bi/indicator-management/indicator-registration.md) - [🔏限定条件](https://docs.xpertai.cn/en/bi/indicator-management/qualification-condition.md) - [🤖 AI Assistant](https://docs.xpertai.cn/en/bi/semantic-model/ai-assistant.md) - [❄️维度设计器](https://docs.xpertai.cn/en/bi/semantic-model/dimension-designer/dimension-designer.md) - [🔍 Dimension Member Retrieval](https://docs.xpertai.cn/en/bi/semantic-model/dimension-member-retrieval.md) - [Semantic Model Management](https://docs.xpertai.cn/en/bi/semantic-model/manage-semantic-model.md) - [MDX Model](https://docs.xpertai.cn/en/bi/semantic-model/mdx-multidimensional-model.md) - [🧊多维数据集设计器](https://docs.xpertai.cn/en/bi/semantic-model/multidimensional-dataset-designer/multidimensional-dataset-designer.md) - [Multidimensional Models](https://docs.xpertai.cn/en/bi/semantic-model/multidimensional-model-introduction.md) - [🧪 Query Laboratory](https://docs.xpertai.cn/en/bi/semantic-model/query-lab.md) - [Query Logs](https://docs.xpertai.cn/en/bi/semantic-model/query-log.md) - [🛠️ Modeling Workspace](https://docs.xpertai.cn/en/bi/semantic-model/semantic-modeling-workspace.md) - [SQL Cube](https://docs.xpertai.cn/en/bi/semantic-model/sql-multidimensional-model.md) - [🔒 Authorization](https://docs.xpertai.cn/en/bi/story-dashboard/access-authorization.md) - [Advanced Slicer](https://docs.xpertai.cn/en/bi/story-dashboard/advanced-slicer.md) - [Advanced Styles](https://docs.xpertai.cn/en/bi/story-dashboard/advanced-styles.md) - [🤖 AI Copilot](https://docs.xpertai.cn/en/bi/story-dashboard/ai-assistant.md) - [关联分析](https://docs.xpertai.cn/en/bi/story-dashboard/association-analysis.md): 关联分析功能说明 - [🧮 Calculation Measures](https://docs.xpertai.cn/en/bi/story-dashboard/calculated-measures.md) - [Combination Slicer](https://docs.xpertai.cn/en/bi/story-dashboard/combined-slicer.md) - [📃 Create Story](https://docs.xpertai.cn/en/bi/story-dashboard/create-story.md) - [💻 Devices](https://docs.xpertai.cn/en/bi/story-dashboard/device.md) - [Dimension Selector](https://docs.xpertai.cn/en/bi/story-dashboard/dimension-selector.md) - [📝 Execution Explain](https://docs.xpertai.cn/en/bi/story-dashboard/execution-explanation.md) - [🧭 Explorer](https://docs.xpertai.cn/en/bi/story-dashboard/explorer.md): Search and explore your data with self-service exploration. Explorer enables intelligent ways to explore for 360° insights for all users. - [Bigview](https://docs.xpertai.cn/en/bi/story-dashboard/large-screen.md) - [📱 Mobile](https://docs.xpertai.cn/en/bi/story-dashboard/mobile.md) - [📐 Page Layout](https://docs.xpertai.cn/en/bi/story-dashboard/page-layout.md) - [Parameter](https://docs.xpertai.cn/en/bi/story-dashboard/parameters.md) - [⚙️ Preferences](https://docs.xpertai.cn/en/bi/story-dashboard/preferences.md) - [🧰 Project](https://docs.xpertai.cn/en/bi/story-dashboard/projects.md) - [📤 Share](https://docs.xpertai.cn/en/bi/story-dashboard/share.md) - [Slicer](https://docs.xpertai.cn/en/bi/story-dashboard/slicer.md) - [🔝 Sorting and Ranking](https://docs.xpertai.cn/en/bi/story-dashboard/sort-ranking.md) - [Story Details](https://docs.xpertai.cn/en/bi/story-dashboard/story-details.md) - [Story Template](https://docs.xpertai.cn/en/bi/story-dashboard/story-templates.md) - [💼 Story Workspace](https://docs.xpertai.cn/en/bi/story-dashboard/workspace.md) - [Using WASM Database for Analysis](https://docs.xpertai.cn/en/bi/tutorial/analyze-with-wasm-database.md) - [MDX](https://docs.xpertai.cn/en/bi/tutorial/mdx/mdx.md) - [Introduction to MDX](https://docs.xpertai.cn/en/bi/tutorial/mdx/mdx-introduction.md) - [Member intrinsic properties](https://docs.xpertai.cn/en/bi/tutorial/member-intrinsic-properties.md) - [Moving Average](https://docs.xpertai.cn/en/bi/tutorial/moving-average.md) - [How to Analyze SAP BW Data Model](https://docs.xpertai.cn/en/bi/tutorial/sap/how-to-analyze-sap-bw-data-models.md) - [SAP BPC](https://docs.xpertai.cn/en/bi/tutorial/sap/sap-bpc.md) - [SAP BPC Consolidated Reports](https://docs.xpertai.cn/en/bi/tutorial/sap/sap-bpc-consolidated-reports.md) - [SAP BW Calendar Dimension](https://docs.xpertai.cn/en/bi/tutorial/sap/sap-bw-calendar-dimension.md) - [AWS Redshift](https://docs.xpertai.cn/en/bi/website-features/data-source/aws-redshift.md): AWS Redshift数据仓库连接配置 - [ClickHouse](https://docs.xpertai.cn/en/bi/website-features/data-source/clickhouse.md): ClickHouse列式数据库连接配置 - [Dameng](https://docs.xpertai.cn/en/bi/website-features/data-source/dameng.md): 达梦数据库连接配置 - [Doris](https://docs.xpertai.cn/en/bi/website-features/data-source/doris.md): Apache Doris数据仓库连接配置 - [Hive](https://docs.xpertai.cn/en/bi/website-features/data-source/hive.md): Apache Hive大数据平台连接配置 - [KingbaseES](https://docs.xpertai.cn/en/bi/website-features/data-source/kingbasees.md): 人大金仓数据库连接配置 - [Kyligence](https://docs.xpertai.cn/en/bi/website-features/data-source/kyligence.md): Kyligence数据仓库连接配置 - [MariaDB](https://docs.xpertai.cn/en/bi/website-features/data-source/mariadb.md): MariaDB关系型数据库连接配置 - [MySQL](https://docs.xpertai.cn/en/bi/website-features/data-source/mysql.md): MySQL关系型数据库连接配置 - [OpenGauss](https://docs.xpertai.cn/en/bi/website-features/data-source/opengauss.md): openGauss数据库连接配置 - [Postgres](https://docs.xpertai.cn/en/bi/website-features/data-source/postgres.md): PostgreSQL关系型数据库连接配置 - [Presto](https://docs.xpertai.cn/en/bi/website-features/data-source/presto.md): Presto查询引擎连接配置 - [SAP BW](https://docs.xpertai.cn/en/bi/website-features/data-source/sap-bw.md): SAP BW数据仓库连接配置 - [SAP HANA](https://docs.xpertai.cn/en/bi/website-features/data-source/sap-hana.md): SAP HANA内存数据库连接配置 - [StarRocks](https://docs.xpertai.cn/en/bi/website-features/data-source/starrocks.md): StarRocks数据仓库连接配置 - [Trino](https://docs.xpertai.cn/en/bi/website-features/data-source/trino.md): Trino查询引擎连接配置 - [AI Assistant](https://docs.xpertai.cn/en/bi/website-features/enterprise-organization/ai-assistant.md): AI Assistant Configuration Guide - [Authentication](https://docs.xpertai.cn/en/bi/website-features/enterprise-organization/authentication.md): Authentication Management Guide - [Business Domain](https://docs.xpertai.cn/en/bi/website-features/enterprise-organization/business-domain.md): Business Domain Management Guide - [Data Source Management](https://docs.xpertai.cn/en/bi/website-features/enterprise-organization/data-source-management.md): Data Source Management Function Guide - [System Integration](https://docs.xpertai.cn/en/bi/website-features/enterprise-organization/system-integration.md): System Integration Management Guide - [Account Information](https://docs.xpertai.cn/en/bi/website-features/enterprise-tenant/account-information.md): Account Information Management Guide - [Company Organization](https://docs.xpertai.cn/en/bi/website-features/enterprise-tenant/company-organization.md): Company Organization Structure Management Guide - [Custom SMTP](https://docs.xpertai.cn/en/bi/website-features/enterprise-tenant/custom-smtp.md): Custom SMTP Mail Server Configuration Guide - [Function Module](https://docs.xpertai.cn/en/bi/website-features/enterprise-tenant/function-module.md): Function Module Management Guide - [Role Permissions](https://docs.xpertai.cn/en/bi/website-features/enterprise-tenant/role-permission.md): Role Permission Management Guide - [Tenant Configuration](https://docs.xpertai.cn/en/bi/website-features/enterprise-tenant/tenant-configuration.md): Tenant Configuration Management Guide - [User Management](https://docs.xpertai.cn/en/bi/website-features/enterprise-tenant/user-management.md): User Management Guide - [Desktop Proxy](https://docs.xpertai.cn/en/bi/website-features/proxy/desktop-proxy.md): Desktop Proxy Configuration Guide - [Server Proxy](https://docs.xpertai.cn/en/bi/website-features/proxy/server-proxy.md): Server Proxy Configuration Guide - [飞书登录](https://docs.xpertai.cn/en/bi/website-features/single-sign-on/feishu-login.md): 飞书单点登录配置指南 - [Keycloak 登录](https://docs.xpertai.cn/en/bi/website-features/single-sign-on/keycloak-login.md): Keycloak单点登录配置指南 - [3D Bar Chart](https://docs.xpertai.cn/en/bi/widget/analysis-card/3d-bar-chart.md) - [Analysis Card](https://docs.xpertai.cn/en/bi/widget/analysis-card/analysis-card.md) - [Bar Chart](https://docs.xpertai.cn/en/bi/widget/analysis-card/bar-chart.md) - [Box and Whisker Chart](https://docs.xpertai.cn/en/bi/widget/analysis-card/box-whisker-chart.md) - [Custom Chart](https://docs.xpertai.cn/en/bi/widget/analysis-card/custom-chart.md) - [Funnel Chart](https://docs.xpertai.cn/en/bi/widget/analysis-card/funnel-chart.md) - [Geographic Map](https://docs.xpertai.cn/en/bi/widget/analysis-card/geographic-map.md) - [Heatmap](https://docs.xpertai.cn/en/bi/widget/analysis-card/heatmap.md) - [Line Chart](https://docs.xpertai.cn/en/bi/widget/analysis-card/line-chart.md) - [Pie Chart](https://docs.xpertai.cn/en/bi/widget/analysis-card/pie-chart.md) - [River Chart](https://docs.xpertai.cn/en/bi/widget/analysis-card/river-chart.md) - [Sankey Diagram](https://docs.xpertai.cn/en/bi/widget/analysis-card/sankey-diagram.md) - [Scatter Chart](https://docs.xpertai.cn/en/bi/widget/analysis-card/scatter-chart.md) - [Sunburst Chart](https://docs.xpertai.cn/en/bi/widget/analysis-card/sunburst-chart.md) - [Tree Chart](https://docs.xpertai.cn/en/bi/widget/analysis-card/tree-chart.md) - [Treemap](https://docs.xpertai.cn/en/bi/widget/analysis-card/treemap.md) - [Flat Table](https://docs.xpertai.cn/en/bi/widget/analysis-table/flat-table.md) - [Pivot Table](https://docs.xpertai.cn/en/bi/widget/analysis-table/pivot-table.md) - [Document](https://docs.xpertai.cn/en/bi/widget/document.md) - [Calendar Selector](https://docs.xpertai.cn/en/bi/widget/filter-bar/calendar-selector.md) - [Dropdown Selector](https://docs.xpertai.cn/en/bi/widget/filter-bar/dropdown-selector.md) - [Filter Bar](https://docs.xpertai.cn/en/bi/widget/filter-bar/filter-bar.md) - [Member Selector](https://docs.xpertai.cn/en/bi/widget/filter-bar/member-selector.md) - [Tree Selector](https://docs.xpertai.cn/en/bi/widget/filter-bar/tree-selector.md) - [iframe](https://docs.xpertai.cn/en/bi/widget/iframe.md) - [Image](https://docs.xpertai.cn/en/bi/widget/image.md) - [Indicator Card](https://docs.xpertai.cn/en/bi/widget/indicator-card.md) - [Indicator Table](https://docs.xpertai.cn/en/bi/widget/indicator-table.md) - [Calendar Controller](https://docs.xpertai.cn/en/bi/widget/input-controller/calendar-controller.md) - [Parameter Controller](https://docs.xpertai.cn/en/bi/widget/input-controller/parameter-controller.md) - [Key Indicator](https://docs.xpertai.cn/en/bi/widget/key-indicator.md) - [Slider Widget](https://docs.xpertai.cn/en/bi/widget/slider-widget.md) - [Tabs](https://docs.xpertai.cn/en/bi/widget/tabs.md) - [Text](https://docs.xpertai.cn/en/bi/widget/text.md) - [Video](https://docs.xpertai.cn/en/bi/widget/video.md) - [Change Sets](https://docs.xpertai.cn/en/code/web/change-sets.md) - [Environments](https://docs.xpertai.cn/en/code/web/environments.md) - [Codeup Configuration](https://docs.xpertai.cn/en/code/web/git/codeup.md) - [Gitee Configuration](https://docs.xpertai.cn/en/code/web/git/gitee.md) - [GitHub Configuration](https://docs.xpertai.cn/en/code/web/git/github.md) - [GitLab Configuration](https://docs.xpertai.cn/en/code/web/git/gitlab.md) - [System Logger Configuration](https://docs.xpertai.cn/en/code/web/guides/system-logger.md) - [Code Xpert](https://docs.xpertai.cn/en/code/web/index.md) - [Building a Code Notification Bot (MyCoder)](https://docs.xpertai.cn/en/code/web/lark/index.md) - [Tasks](https://docs.xpertai.cn/en/code/web/tasks.md) - [Action Discovery, Simulation, and Execution](https://docs.xpertai.cn/en/data/features/agent-execution/action-discovery.md): The complete control flow for UOSE actions from discovery to real execution. - [Agent Tools](https://docs.xpertai.cn/en/data/features/agent-execution/agent-tools.md): Standard tool interfaces provided by the UOSE system for Agents, MCP, and ChatKit. - [Workbench and Resource Chat](https://docs.xpertai.cn/en/data/features/agent-execution/workbench-and-chatkit.md): Use ChatKit, Agent Workbench, and visualized results in resource context. - [Resource Access Control Plane](https://docs.xpertai.cn/en/data/features/control-plane/resource-access.md): A unified entry point for registering, maintaining, and syncing external resources. - [Secret and Connection Management](https://docs.xpertai.cn/en/data/features/control-plane/secret-management.md): Use versioned Secrets to manage connection credentials for external resources. - [Sync Jobs and Dead-letter Events](https://docs.xpertai.cn/en/data/features/control-plane/sync-jobs.md): UOSE resource sync, asynchronous queues, retry cleanup, and troubleshooting mechanisms. - [Approval Flow](https://docs.xpertai.cn/en/data/features/governance/approvals.md): How high-risk actions create approval requests, pass approval, and continue execution. - [Execution Audit](https://docs.xpertai.cn/en/data/features/governance/audit.md): How UOSE records Agent calls, policy decisions, execution results, and evidence. - [Policy Binding](https://docs.xpertai.cn/en/data/features/governance/policies.md): Use Policy Binding to control execution boundaries for resources, entity types, and actions. - [Entity, Relationship, and Attribute Graph](https://docs.xpertai.cn/en/data/features/ontology/entity-graph.md): How the UOSE graph represents business objects and technical objects from different resources. - [Ontology Workspace](https://docs.xpertai.cn/en/data/features/ontology/ontology-workspace.md): View ontology snapshots across resources, search entities, and drill into resource graphs. - [Snapshot, RDF, and Instance Projection](https://docs.xpertai.cn/en/data/features/ontology/snapshot-and-projection.md): How UOSE publishes external resource metadata as versioned ontologies and projects them to runtime instance tables. - [Adapter Extension and Manifest Contract](https://docs.xpertai.cn/en/data/integrations/extensibility.md): How new resource types connect to UOSE through adapters, manifests, and capabilities schemas. - [Knowledge Base Resource](https://docs.xpertai.cn/en/data/integrations/knowledge.md): Sync xpert-pro GraphRAG knowledge bases as UOSE knowledge entity graphs. - [Resource Types and Extension Model](https://docs.xpertai.cn/en/data/integrations/overview.md): Resource types supported by the UOSE system, unified adapter flow, and extensible access model. - [SAP OData API Resource](https://docs.xpertai.cn/en/data/integrations/sap-odata.md): Sync SAP OData V4 services as ontology objects and support controlled read and write actions. - [Semantic Model Resource](https://docs.xpertai.cn/en/data/integrations/semantic-model.md): Connect Xpert semantic models, Cubes, metrics, and dimensions to UOSE and provide analytical actions. - [Database Resource](https://docs.xpertai.cn/en/data/integrations/xpert-database.md): Connect xpert-pro SQL DataSources to UOSE and provide metadata discovery and read-only database actions. - [Product Technical Architecture](https://docs.xpertai.cn/en/data/overview/architecture.md): Architecture of the UOSE system control plane, semantic layer, execution plane, governance layer, and frontend workbench. - [Product Concept](https://docs.xpertai.cn/en/data/overview/concept.md): UOSE system positioning, core objects, operating loop, and unified semantic execution model for agents. - [Ontology Theory](https://docs.xpertai.cn/en/data/overview/ontology-theory.md): Explains the theoretical foundation of UOSE through entities, relationships, attributes, constraints, and reasoning. - [Product Purpose](https://docs.xpertai.cn/en/data/overview/product-purpose.md): Business problems, user roles, and success criteria addressed by the UOSE system. - [UOSE Theory](https://docs.xpertai.cn/en/data/overview/uose-theory.md): How UOSE evolves from ontology into a unified object-semantic execution model. - [Database Metadata Discovery Example](https://docs.xpertai.cn/en/data/practices/database-discovery.md): Use xpert_database resources to discover database structure and execute controlled read-only queries. - [Governance, Approval, and Audit Practices](https://docs.xpertai.cn/en/data/practices/governance-playbook.md): Practical guide for configuring policy, approval, and audit loops for UOSE resources and actions. - [Knowledge Graph and GraphRAG Examples](https://docs.xpertai.cn/en/data/practices/knowledge-graph-rag.md): Use knowledge resources to bring document evidence and graph relationships into Agent context. - [SAP OData Operation Examples](https://docs.xpertai.cn/en/data/practices/sap-odata-execution.md): Use UOSE to read, create, update, and call operations on SAP OData Entity Sets. - [Semantic Analysis Best Practices](https://docs.xpertai.cn/en/data/practices/semantic-analysis.md): Recommended flow for using semantic model resources to analyze metric trends and Cube slices. - [Troubleshooting](https://docs.xpertai.cn/en/data/practices/troubleshooting.md): Troubleshooting paths for UOSE resource access, sync, ontology publishing, action discovery, and execution failures. ## OpenAPI Specs - [openapi.ai](https://docs.xpertai.cn/api/openapi.ai.json) - [openapi](https://docs.xpertai.cn/api-reference/openapi.json) ## Optional - [Blog](https://xpertai.cn/blog/)