AI Intelligent Applications
Based on the latest RuoyiPlus backend architecture, 14 DOs / 14 Controllers, menu ID starting from 9000, building an enterprise AI intelligent application platform
1. Enhancement Positioning and Architecture
1.1 Product Positioning
RuoYiPlus AI focuses on three core areas for enterprise enhancement: Intelligent Conversation, Knowledge Base Management, and AI Creation, building an enterprise AI application platform.
1.2 Module Scale
| Metric | Value |
|---|---|
| Data Objects (DO) | 14 |
| Controllers | 14 |
| Menu ID Start | 9000 |
| Maven Module | yudao-module-ai |
1.3 Core Data Tables
| Table Name | Description |
|---|---|
ai_chat | Intelligent Conversation |
ai_image | Image Generation |
ai_knowledge | Knowledge Base |
ai_music | Music Generation |
ai_workflow | Workflow |
ai_writing | AI Writing |
ai_model | Model Management |
ai_api_key | API Key Management |
graph TB
subgraph "RuoYiPlus AI Enhanced Architecture"
subgraph "Conversation Interaction"
A1[Intelligent Conversation]
A2[Multi-Round Conversation]
A3[Role Play]
end
subgraph "Content Creation"
B1[AI Writing]
B2[Image Generation]
B3[Music Generation]
end
subgraph "Knowledge Management"
C1[Knowledge Base]
C2[Document Parsing]
C3[Semantic Search]
end
subgraph "Platform Management"
D1[Model Management]
D2[API Management]
D3[Workflow]
end
subgraph "Control Layer"
E1[Permission Control]
E2[Content Moderation]
E3[Usage Statistics]
end
end
A1 --> B1
A2 --> B1
A3 --> B2
B1 --> C1
B2 --> C1
B3 --> C2
C1 --> D1
C2 --> D2
C3 --> D3
A1 --> E1
B1 --> E2
C1 --> E3
1.4 Capability Comparison
| Dimension | Traditional Solution | RuoYiPlus AI Enhanced |
|---|---|---|
| Intelligent Conversation | None | Multi-round conversation + role play |
| Content Creation | None | Writing + images + music |
| Knowledge Base | None | Knowledge base + semantic search |
| Model Management | None | Multi-model unified management |
| Workflow | None | AI workflow orchestration |
| Permission Control | None | API key + usage control |
| Content Moderation | None | AI content safety moderation |
2. Intelligent Conversation
2.1 Conversation Architecture
graph TB
subgraph "Intelligent Conversation"
A[User Input] --> B[Intent Recognition]
B --> C[Knowledge Retrieval]
C --> D[Model Inference]
D --> E[Response Generation]
E --> F[Conversation Record]
B --> B1[Question Classification]
B --> B2[Entity Recognition]
C --> C1[Knowledge Base Retrieval]
C --> C2[Document Retrieval]
D --> D1[LLM Invocation]
D --> D2[Context Management]
end
| Capability | Description |
|---|---|
| Intelligent Conversation | Multi-round conversation + context understanding |
| Role Play | Custom roles + prompts |
| Knowledge Q&A | Knowledge base-based Q&A |
| Multimodal | Text + images + voice |
3. AI Content Creation
3.1 Creation Capabilities
| Creation Type | Description |
|---|---|
| AI Writing | Article generation + polishing + continuation |
| Image Generation | Text-to-image + image-to-image |
| Music Generation | AI music creation |
| Video Generation | Text-to-video + image-to-video |
4. Knowledge Base Management
4.1 Knowledge Base Architecture
graph TB
subgraph "Knowledge Base Management"
A[Document Upload] --> B[Document Parsing]
B --> C[Vectorization]
C --> D[Knowledge Storage]
D --> E[Semantic Search]
E --> F[Knowledge Q&A]
A --> A1[PDF]
A --> A2[Word]
A --> A3[Web Pages]
B --> B1[Text Extraction]
B --> B2[Segmentation]
C --> C1[Embedding]
C --> C2[Vector Index]
end
| Capability | Description |
|---|---|
| Document Management | Upload + parsing + management |
| Vector Search | Semantic search + similarity |
| Knowledge Q&A | Knowledge base-based Q&A |
| Knowledge Update | Incremental update + version management |
5. Technical Architecture
graph TB
subgraph "yudao-module-ai-plus"
subgraph "ai-biz"
A1[chat Intelligent Conversation]
A2[image Image Generation]
A3[knowledge Knowledge Base]
A4[music Music Generation]
A5[workflow Workflow]
A6[writing AI Writing]
A7[model Model Management]
A8[api_key API Key]
A9[analytics Usage Statistics]
end
subgraph "Permissions & Audit"
B1[permission Permission Control]
B2[audit Audit Logs]
B3[content Content Moderation]
end
end
A1 --> B1
A2 --> B3
A3 --> B1
A4 --> B3
A5 --> B2
A7 --> B1
6. Business Value
| Value Point | Description |
|---|---|
| Efficiency Boost | AI-assisted writing + conversation |
| Knowledge Management | Enterprise knowledge base + intelligent search |
| Creative Creation | Image + music + video generation |
| Cost Optimization | Multi-model management + usage control |
| Security & Compliance | Content moderation + operation audit |
| Open Integration | API management + workflow orchestration |