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Xpert AI

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Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-27T11:33:48.904Z. Cached copy · Source on xpertai.cn

# Xpert AI

- [AI (340 pages)](https://docs.xpertai.cn/_llms/en/ai.txt): Documentation for AI.

## Ontology

### Getting Started

#### Quick Start

- [Quick Start](https://docs.xpertai.cn/en/data/getting-started/index.md): Start with a business question, then connect a resource, explore ontology entities, run a read-only action, and review the audit trail.
- [Before You Begin](https://docs.xpertai.cn/en/data/getting-started/requirements.md): Accounts, workspaces, data sources, and permissions to confirm before using the ontology system.
- [First Failure Troubleshooting](https://docs.xpertai.cn/en/data/getting-started/troubleshooting.md): Use page states, sync jobs, snapshots, actions, and audit fields to locate the first failed step.

#### By Business Scenario

- [Choose by Business Scenario](https://docs.xpertai.cn/en/data/getting-started/roles.md): Enter resource access, semantic modeling, analysis, Assistant execution, and governance through real business goals.

#### Understand the System

- [Product Concept](https://docs.xpertai.cn/en/data/overview/concept.md): Object-semantic platform positioning, core objects, operating loop, and execution model for agents.
- [Object Model](https://docs.xpertai.cn/en/data/overview/object-model.md): How external resources, sync jobs, ontology snapshots, entities, actions, policies, approvals, and audits fit together.
- [Ontology Theory](https://docs.xpertai.cn/en/data/overview/ontology-theory.md): How entities, relationships, attributes, actions, policies, and constraints form governable business semantics.
- [Product Purpose](https://docs.xpertai.cn/en/data/overview/product-purpose.md): Business problems, user roles, and success criteria addressed by the UOSE system.
- [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.

### Features

#### Control Plane

- [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.

#### Agent 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.
- [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.
- [Workbench and Resource Cha
…

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