# AI Plugin

## Overview

Artificial intelligence and machine learning integration plugin.

**Location:** `/Volumes/nc/nc-plugin/plugin/ai/`

**Type:** AI/ML Plugin

## File Structure

```text
ai/
├── rag/                     # Retrieval Augmented Generation
└── documentation/           # Documentation
```

## Features

### RAG (Retrieval Augmented Generation)

```mermaid
flowchart LR
    A[User Query] --> B[Vector Search]
    B --> C[Document Database]
    C --> D[Relevant Context]
    D --> E[LLM Processing]
    E --> F[Generated Response]
```

### Capabilities

- Document search and retrieval
- Context-aware responses
- Knowledge base integration
- Natural language processing

## Use Cases

1. **Documentation Search** - Search and retrieve relevant docs
2. **Code Assistance** - Help with code generation
3. **Knowledge Base** - Answer questions about the system
4. **Data Analysis** - Analyze patterns in data

## See Also

- RAG documentation
- LLM integration guides
