wanwu

Name: wanwu
Author: UnicomAI

2.6kstars121forks

How to install wanwu?

unicomai/wanwu

$git clone https://github.com/UnicomAI/wanwu

Installs into the current project.

Summary

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 **sec

Files · 1

View on GitHub

README.md

1	<div align="center">
2	<img src="https://github.com/user-attachments/assets/4788ed8f-eefc-4c19-aa77-7ec776743f3d" style="width:45%; height:auto;" />
3	<p>
4	<a href="#🚩 Core Function Modules">Core Function Modules</a> •
5	<a href="#x1F3AF; Typical Application Scenarios">Typical Application Scenarios</a> •
6	<a href="#🚀 Quick Start">Quick Start</a> •
7	<a href="#x1F4D1; Using Wanwu">Using Wanwu</a> •
8	<a href="#128172; Q & A">Q & A</a> •
9	<a href="#x1F4E9; Contact Us">Contact Us</a>
10	</p>
11	<p>
12	<img alt="License" src="https://img.shields.io/badge/license-apache2.0-blue.svg">
13	<img alt="Go Version" src="https://img.shields.io/badge/go-%3E%3D%201.24.0-blue">
14	</a>
15	<a href="https://github.com/UnicomAI/wanwu/releases">
16	<img alt="Release Notes" src="https://img.shields.io/github/v/release/UnicomAI/wanwu?label=Release&logo=github&color=green">
17	</a>
18	</p>
19	<p align="center">
20	English \|
21	<a href="https://github.com/UnicomAI/wanwu/blob/main/README_CN.md">简体中文</a> \|
22	<a href="https://github.com/UnicomAI/wanwu/blob/main/README_繁體.md">繁體中文</a>
23	</p>
24	</div>
25
26
27	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.
28
29	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.
30
31	------
32
33	<div>
34	<p align="center">
35	<a href="https://www.bilibili.com/video/BV1HxpazNEAM"><img width="400" src="https://github.com/user-attachments/assets/54efe5d3-c28d-48fb-9a6e-d6ac536a1f95" /></a>
36	<a href="https://www.bilibili.com/video/BV1HxpazNEAM"><img width="394" src="https://github.com/user-attachments/assets/d19831e6-10a3-4ee0-8caf-6c0ebe2af4a5" /></a>
37	</p>
38	</div>
39
40	------
41
42	### 🌟 Full‑Stack FDE Toolchain: 5 Core Capabilities
43
44	To address complex enterprise scenarios, Wanwu provides 5 core agent capabilities to solve delivery pain points, making AI not only thinkable but also doable.
45
46	#### 1️⃣ RAG/Knowledge Base Agent
47
48	<p align="center">
49	<img width="900" alt="rag" src="https://github.com/user-attachments/assets/7bbc16b2-e7d0-49cb-89e3-5c395416c028" />
50	</p>
51
52	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.
53
54	- 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.
55	- 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.
56	- External knowledge base compatibility: Supports API import of knowledge bases created in Dify for retrieval in agents, chat, and workflows.
57
58	#### 2️⃣ Ontology Agent
59
60	<p align="center">
61	<img width="900" alt="ontology" src="https://github.com/user-attachments/assets/7a582447-9edc-4cce-ace4-29291b5ad2ac" />
62	</p>
63
64	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.
65
66	- 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 k

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wanwu

2.6kstars121forks

View on GitHub

How to install wanwu?

unicomai/wanwu

$git clone https://github.com/UnicomAI/wanwu

Installs into the current project.

Summary

Files · 1

View on GitHub

README.md

1	<div align="center">
2	<img src="https://github.com/user-attachments/assets/4788ed8f-eefc-4c19-aa77-7ec776743f3d" style="width:45%; height:auto;" />
3	<p>
4	<a href="#🚩 Core Function Modules">Core Function Modules</a> •
5	<a href="#x1F3AF; Typical Application Scenarios">Typical Application Scenarios</a> •
6	<a href="#🚀 Quick Start">Quick Start</a> •
7	<a href="#x1F4D1; Using Wanwu">Using Wanwu</a> •
8	<a href="#128172; Q & A">Q & A</a> •
9	<a href="#x1F4E9; Contact Us">Contact Us</a>
10	</p>
11	<p>
12	<img alt="License" src="https://img.shields.io/badge/license-apache2.0-blue.svg">
13	<img alt="Go Version" src="https://img.shields.io/badge/go-%3E%3D%201.24.0-blue">
14	</a>
15	<a href="https://github.com/UnicomAI/wanwu/releases">
16	<img alt="Release Notes" src="https://img.shields.io/github/v/release/UnicomAI/wanwu?label=Release&logo=github&color=green">
17	</a>
18	</p>
19	<p align="center">
20	English \|
21	<a href="https://github.com/UnicomAI/wanwu/blob/main/README_CN.md">简体中文</a> \|
22	<a href="https://github.com/UnicomAI/wanwu/blob/main/README_繁體.md">繁體中文</a>
23	</p>
24	</div>
25
26
27	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.
28
29	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.
30
31	------
32
33	<div>
34	<p align="center">
35	<a href="https://www.bilibili.com/video/BV1HxpazNEAM"><img width="400" src="https://github.com/user-attachments/assets/54efe5d3-c28d-48fb-9a6e-d6ac536a1f95" /></a>
36	<a href="https://www.bilibili.com/video/BV1HxpazNEAM"><img width="394" src="https://github.com/user-attachments/assets/d19831e6-10a3-4ee0-8caf-6c0ebe2af4a5" /></a>
37	</p>
38	</div>
39
40	------
41
42	### 🌟 Full‑Stack FDE Toolchain: 5 Core Capabilities
43
44	To address complex enterprise scenarios, Wanwu provides 5 core agent capabilities to solve delivery pain points, making AI not only thinkable but also doable.
45
46	#### 1️⃣ RAG/Knowledge Base Agent
47
48	<p align="center">
49	<img width="900" alt="rag" src="https://github.com/user-attachments/assets/7bbc16b2-e7d0-49cb-89e3-5c395416c028" />
50	</p>
51
52	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.
53
54	- 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.
55	- 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.
56	- External knowledge base compatibility: Supports API import of knowledge bases created in Dify for retrieval in agents, chat, and workflows.
57
58	#### 2️⃣ Ontology Agent
59
60	<p align="center">
61	<img width="900" alt="ontology" src="https://github.com/user-attachments/assets/7a582447-9edc-4cce-ace4-29291b5ad2ac" />
62	</p>
63
64	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.
65
66	- 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 k

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