# Education Module for Agent Framework

This module provides educational content management, learning sessions, and user profile tracking for the Agent Framework.

## Features

- **Educational Content Management**: Create, retrieve, and search educational content across various subjects and levels
- **Learning Sessions**: Interactive learning sessions with AI-powered responses and content recommendations
- **User Profiles**: Track user progress, learning styles, strengths, and weaknesses
- **Analytics**: Track usage patterns and learning progress
- **Notifications**: Send notifications for learning activities and achievements
- **Reusable UI Components**: Ready-to-use React components for quizzes, Q&A, and learning paths

## Installation

```bash
npm install @agent-framework/education-module
```

## Usage

### Backend Integration

```typescript
import { initializeEducationAPI } from '@agent-framework/education-module';

// Initialize the education API
const app = await initializeEducationAPI();

// The API is now running with the following endpoints:
// - /api/educational-contents
// - /api/learning-sessions
// - /api/user-profiles
```

### Frontend Integration

#### Using Data Resources

```typescript
import { 
  EducationalContentResource, 
  LearningSessionResource,
  UserProfileResource 
} from '@agent-framework/education-module';

// Fetch educational content
const fetchContent = async (subject) => {
  const response = await fetch(`/api/educational-contents/subject/${subject}`);
  const { data } = await response.json();
  return data;
};

// Start a learning session
const startSession = async (userId, subject, level) => {
  const response = await fetch('/api/learning-sessions/start', {
    method: 'POST',
    headers: { 'Content-Type': 'application/json' },
    body: JSON.stringify({ userId, subject, level }),
  });
  const { data } = await response.json();
  return data;
};

// Send a message in a learning session
const sendMessage = async (sessionId, content) => {
  const response = await fetch(`/api/learning-sessions/${sessionId}/message`, {
    method: 'POST',
    headers: { 'Content-Type': 'application/json' },
    body: JSON.stringify({ content }),
  });
  const { data } = await response.json();
  return data;
};
```

#### Using React Components

```tsx
import React from 'react';
import { 
  QuizComponent, 
  AnswerQuestionComponent, 
  LearningPathComponent 
} from '@agent-framework/education-module';

// In your React application
const EducationPage: React.FC = () => {
  return (
    <div className="education-container">
      <h1>Education Portal</h1>
      
      {/* Quiz Component */}
      <QuizComponent 
        title="Computer Science Quiz" 
        description="Test your knowledge in computer science"
        onComplete={(score) => console.log('Quiz completed with score:', score)}
      />
      
      {/* Q&A Component */}
      <AnswerQuestionComponent 
        title="Ask Your Questions"
        onAnswer={(question, answer) => console.log('Question answered:', question)}
      />
      
      {/* Learning Path Component */}
      <LearningPathComponent 
        title="Generate Learning Path"
        onGenerate={(path) => console.log('Learning path generated:', path)}
      />
    </div>
  );
};

export default EducationPage;
```

## UI Components

### Quiz Component

The `QuizComponent` allows users to generate and take quizzes on any topic.

```tsx
import { QuizComponent } from '@agent-framework/education-module';

<QuizComponent 
  title="Custom Quiz Title" 
  description="Custom description for this quiz generator"
  onComplete={(score) => {
    console.log(`Quiz completed with ${score.percentage}% correct`);
  }}
  className="custom-class-name"
/>
```

#### Props

- `title`: Optional custom title for the quiz component
- `description`: Optional custom description text
- `onComplete`: Optional callback function that's called when a quiz is completed
- `className`: Optional CSS class name for styling

### Answer Question Component

The `AnswerQuestionComponent` provides an interface for users to ask educational questions and get AI-powered answers.

```tsx
import { AnswerQuestionComponent } from '@agent-framework/education-module';

<AnswerQuestionComponent 
  title="Custom Q&A Title" 
  description="Ask any question and get detailed answers"
  onAnswer={(question, answer) => {
    console.log(`Question: ${question}`);
    console.log(`Answer: ${answer.answer}`);
  }}
  className="custom-class-name"
/>
```

#### Props

- `title`: Optional custom title for the Q&A component
- `description`: Optional custom description text
- `onAnswer`: Optional callback function that's called when a question is answered
- `className`: Optional CSS class name for styling

### Learning Path Component

The `LearningPathComponent` generates personalized learning paths for any topic.

```tsx
import { LearningPathComponent } from '@agent-framework/education-module';

<LearningPathComponent 
  title="Custom Learning Path Title" 
  description="Generate a personalized learning path for any topic"
  onGenerate={(path) => {
    console.log(`Learning path generated for: ${path.subject}`);
  }}
  className="custom-class-name"
/>
```

#### Props

- `title`: Optional custom title for the learning path component
- `description`: Optional custom description text
- `onGenerate`: Optional callback function that's called when a learning path is generated
- `className`: Optional CSS class name for styling

## API Endpoints

### Educational Content

- `GET /api/educational-contents`: Get all educational content
- `GET /api/educational-contents/:id`: Get content by ID
- `POST /api/educational-contents`: Create new content
- `PUT /api/educational-contents/:id`: Update content
- `DELETE /api/educational-contents/:id`: Delete content
- `POST /api/educational-contents/generate`: Generate content using AI
- `POST /api/educational-contents/quiz`: Generate a quiz
- `GET /api/educational-contents/search`: Search for content
- `GET /api/educational-contents/subject/:subject`: Get content by subject
- `GET /api/educational-contents/level/:level`: Get content by level

### Learning Sessions

- `GET /api/learning-sessions`: Get all learning sessions
- `GET /api/learning-sessions/:id`: Get session by ID
- `POST /api/learning-sessions/start`: Start a new learning session
- `POST /api/learning-sessions/:id/end`: End a learning session
- `POST /api/learning-sessions/:id/message`: Send a message in a session
- `GET /api/learning-sessions/user/:userId`: Get all sessions for a user
- `GET /api/learning-sessions/user/:userId/active`: Get active session for a user

### User Profiles

- `GET /api/user-profiles`: Get all user profiles
- `GET /api/user-profiles/:id`: Get profile by ID
- `POST /api/user-profiles/initialize`: Initialize a new user profile
- `PUT /api/user-profiles/:id/learning-styles`: Update learning styles
- `POST /api/user-profiles/:id/subjects`: Add a subject to user profile
- `GET /api/user-profiles/:id/recommendations`: Get learning recommendations
- `GET /api/user-profiles/:id/progress/:subject`: Get subject progress
- `POST /api/user-profiles/:id/attributes`: Add strength or weakness

## Models

### Educational Content

```typescript
enum ContentType {
  LESSON = "lesson",
  EXERCISE = "exercise",
  QUIZ = "quiz",
  ARTICLE = "article",
  VIDEO = "video",
  INTERACTIVE = "interactive",
}

enum EducationalLevel {
  BEGINNER = "beginner",
  INTERMEDIATE = "intermediate",
  ADVANCED = "advanced",
}

enum Subject {
  MATHEMATICS = "mathematics",
  SCIENCE = "science",
  HISTORY = "history",
  LANGUAGE_ARTS = "language_arts",
  COMPUTER_SCIENCE = "computer_science",
  ART = "art",
  MUSIC = "music",
  PHYSICAL_EDUCATION = "physical_education",
  FOREIGN_LANGUAGE = "foreign_language",
}

interface EducationalContentResource {
  id: string;
  title: string;
  description: string;
  content: string;
  type: ContentType;
  subject: Subject;
  level: EducationalLevel;
  tags: string[];
  createdAt: Date;
  updatedAt: Date;
  author?: string;
  relatedContentIds?: string[];
}
```

### Learning Session

```typescript
enum InteractionType {
  QUESTION = "question",
  ANSWER = "answer",
  EXPLANATION = "explanation",
  QUIZ_RESPONSE = "quiz_response",
  FEEDBACK = "feedback",
}

interface SessionMessage {
  role: "user" | "assistant";
  content: string;
  timestamp: Date;
  interactionType: InteractionType;
  relatedContentIds?: string[];
}

interface LearningSessionResource {
  id: string;
  userId: string;
  subject: Subject;
  level: EducationalLevel;
  startTime: Date;
  endTime?: Date;
  active: boolean;
  messages: SessionMessage[];
  feedback?: string;
}
```

### User Profile

```typescript
enum LearningStyle {
  VISUAL = "visual",
  AUDITORY = "auditory",
  READING_WRITING = "reading_writing",
  KINESTHETIC = "kinesthetic",
  LOGICAL = "logical",
  SOCIAL = "social",
  SOLITARY = "solitary",
}

interface SubjectProgress {
  level: EducationalLevel;
  completedSessions: number;
  lastSessionDate: Date | null;
  masteredConcepts: string[];
  strugglingConcepts: string[];
  score: number;
}

interface UserProfileResource {
  id: string;
  name?: string;
  email?: string;
  createdAt: Date;
  updatedAt: Date;
  subjectProgress: Record<Subject, SubjectProgress>;
  learningStyles: LearningStyle[];
  strengths: string[];
  weaknesses: string[];
}
```

## License

MIT