UnicomAI/wanwu

China Unicom's Yuanjing Wanwu Agent Platform is an enterprise-grade, multi-tenant AI agent development platform. It helps users build applications such as intelligent agents, workflows, and rag, and also supports model management. The platform features a developer-friendly license, and we welcome all developers to build upon the platform.

What it solves

Wanwu addresses the gap between building AI models and deploying them in complex, real-world enterprise environments. It solves the problem of scattered enterprise documents, the limitations of text-only LLMs in understanding structured business data, and the difficulty of integrating AI into legacy systems that lack APIs.

How it works

The platform provides a full-stack toolchain through five core capabilities:

  • RAG/Knowledge Base Agent: Uses high-precision parsing, multimodal retrieval, and GraphRAG to turn massive document sets into a reliable knowledge brain.
  • Ontology Agent: Builds business knowledge networks from enterprise data to enable deep reasoning and decision-making over structured data.
  • Workflow Agent: Uses a low-code drag-and-drop canvas to orchestrate complex business processes and ensure AI follows specific rules.
  • GUI Agent: Operates various applications directly via UI-level interaction, bypassing the need for underlying APIs.
  • General Agent + Skill Development: Uses a dual-engine approach to combine general reasoning with specialized, natural-language-created skills.

Who it’s for

It is designed for Forward Deployed Engineers (FDEs) and enterprises looking for secure, efficient, and compliant AI solutions that can be integrated into existing systems like OA, CRM, or ERP via RESTful APIs.

Highlights

  • Supports 12 file formats and URL crawling with OCR capabilities
  • Includes built-in GraphRAG for multi-hop reasoning
  • Features a low-code visual orchestration canvas
  • Provides Docker-based sandbox support for GUI operations
  • Supports hundreds of proprietary and open-source models via a unified Model Hub