https://github.com/snakehacker/deepkg

https://github.com/snakehacker/deepkg

Last synced: 3 months ago
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• Host: GitHub
• URL: https://github.com/snakehacker/deepkg
• Owner: SnakeHacker
• License: agpl-3.0
• Created: 2025-06-09T00:19:16.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-10-17T04:41:29.000Z (8 months ago)
• Last Synced: 2025-10-18T07:42:48.603Z (8 months ago)
• Language: Go
• Size: 12.8 MB
• Stars: 7
• Watchers: 0
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# DeepKG

English | [简体中文](README_zh.md)

DeepKG is a LLM-powered multi-modal knowledge graph platform, designed to facilitate the construction, management, and inference of knowledge graphs.

## Demonstration

| Directories                                      | Documents                                       | Workspaces                                           |

|--------------------------------------------------|-------------------------------------------------|------------------------------------------------------|

| ![Directories](assets/screenshots/directory.png "Directories") | ![Documents](assets/screenshots/document.png "Documents") | !["Workspaces"](assets/screenshots/workspace.png "Workspaces") |

| Ontologies                                      | Relations                                           | Unstructured Extraction                               |

|-------------------------------------------------|-----------------------------------------------------|-------------------------------------------------------|

| ![Ontologies](assets/screenshots/ontology.png "Ontologies") | ![Relations](assets/screenshots/relationship.png "Relations") | ![Unstructured Extraction](assets/screenshots/extraction.png "Unstructured Extraction") |

| Organizations                                       | Users                                       |

|-----------------------------------------------------|---------------------------------------------|

| ![Organizations](assets/screenshots/organization.png "Organizations") | ![Users](assets/screenshots/user.png "Users") |

## Sequence Diagram

![Sequence Diagram](assets/sequence_diagram.png "Sequence Diagram")

## Dependencies

- Go 1.20

- Node.js

- pnpm

- Docker

## Install

```shell

# 1. deploy database with docker

cd admin/deploy

docker compose -f docker-compose.yml up -d

# 2. deploy nebula with docker

cd nebula

docker compose -f docker-compose-lite.yml up -d

# 3. initialize database

cd ../../

make init_ddl

# 4. start backend server

make run

# 5. install frontend dependencies

cd ../deepkg-fe

make install

# 6. start frontend server

make run

```

## Contributors

- [@SnakeHacker](https://github.com/SnakeHacker)

- [@IsshikiSenn](https://github.com/IsshikiSenn)

- [@chenmiao8563](https://github.com/chenmiao8563)

- [@wuwuwukai](https://github.com/wuwuwukai)

## TODO

- [x] 系统架构设计、中间件选型

- [ ] 用户账号、组织、角色、菜单、鉴权体系构建

    - [x] 用户增删改查: Mickey

    - [x] 组织增删改查: 腾博

    - [ ] 角色增删改查

    - [ ] 菜单增删改查

    - [ ] 鉴权体系构建

- [ ] Nebula集成

    - [x] Nebula部署

    - [ ] Nebula接口验证: 陈淼

- [ ] 基于非结构化数据的图谱构建

- [ ] 知识图谱实体融合、消歧

- [ ] 图谱发布

- [ ] 基于图谱的推理

- [ ] 多模态知识图谱构建

- [ ] 基于多模态知识图谱的推理

- [ ] API文档: 吴凯