Wanwu

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Yuanjing Wanwu Agent Platform is an all-in-one, commercial-friendly licensed agent development platform designed for enterprise scenarios. Guided by the core philosophy of open technology and co-construction of ecosystem, we are committed to providing enterprises with secure, efficient, and compliant AI solutions.

Wanwu aims to deliver all tooling capabilities required by Forward Deployed Engineer (FDEs), forming a full‑stack FDE toolchain. It covers core enterprise assets, centers on customers, deeply integrates capabilities into customer systems, drastically lowers the barrier to AI project delivery, and bridges the final mile from build to field. It simplifies every business decision and empowers every FDE.

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🌟 Full‑Stack FDE Toolchain: 5 Core Capabilities

To address complex enterprise scenarios, Wanwu provides 5 core agent capabilities to solve delivery pain points, making AI not only thinkable but also doable.

1️⃣ RAG/Knowledge Base Agent

Solves scattered documents and gives AI reliable memory. Provides end‑to‑end knowledge management for massive enterprise documents and policies, building a high‑precision, memory‑enabled knowledge brain to prevent AI hallucinations.

• High‑precision parsing & retrieval: Supports 12 file formats and URL crawling; OCR and MinerU model private deployment; multimodal retrieval, cascaded/adaptive chunking, intelligent ranking, illustrated generation, and source citation.
• GraphRAG enhancement: Built‑in UniAI‑GraphRAG with domain ontology modeling, greatly improving completeness and logic in cross‑document summarization and multi‑hop reasoning, with industry‑leading F1 score.
• External knowledge base compatibility: Supports API import of knowledge bases created in Dify for retrieval in agents, chat, and workflows.

2️⃣ Ontology Agent

Handles structured data and enables multi‑step reasoning and decision‑making. Breaks the limitation that LLMs only understand text, adapting to complex structured business data.

• Deep reasoning & decision‑making: Automatically builds business knowledge networks from enterprise data and documents, empowering AI with deep reasoning and closed‑loop action. It elevates LLMs from knowledge Q&A to business analysis brains.

3️⃣ Workflow Agent

Manages complex processes and ensures AI follows business rules.

For contract review, expense approval, and other complex workflows, standardizes AI execution paths via low‑code for stable delivery.

• Visual orchestration: Low‑code drag‑and‑drop canvas with built‑in conditional branches, APIs, LLMs, knowledge bases, code, MCP, etc. Supports end‑to‑end debugging and performance analysis.
• Zero‑code orchestration closed‑loop: Industry‑first zero‑code Skill invocation in agent development, closing the loop from intent recognition to skill execution. Flexibly calls built‑in tools, MCP, workflows, etc., parses hundreds of pages in seconds, and displays results in a unified workspace.

4️⃣ GUI Agent (Download Client)

Operates various applications without APIs. Eliminates integration barriers for legacy or non‑API systems by giving AI vision and click capabilities.