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README.md
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README.md
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# EduCat - AI-Powered Note Revision Platform
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# EduCat - AI-Powered Note Revision Platform
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EduCat is a modern web application that helps students improve their study notes using AI. Built with Node.js, Express, and EJS, it features secure file upload capabilities, AI-powered note revision, interactive quizzes, and an intelligent chatbot.
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## Features
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### 🔐 **Security & Authentication**
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- Secure login and registration system
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- Session-based authentication with flash messages
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- Password hashing with bcrypt
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- Strict file type whitelisting for secure uploads
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### 📁 **Document Processing**
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- Upload notes in multiple formats (PDF, DOC, DOCX, XLSX, XLS, TXT, MD, JSON, CSV, XML)
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- Secure document extraction with proper error handling
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- File preview with extraction information and metadata
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- Separate storage for original uploads and AI-revised notes
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### 🤖 **AI-Powered Features**
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- **Note Revision**: Automatically improve, summarize, and generate study questions
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- **Interactive Chatbot**: Chat with AI for study assistance
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- **Quiz Generation**: Create interactive quizzes from uploaded documents
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- **Smart Content Extraction**: Extract text from various document formats
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### 📊 **Dashboard & Management**
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- Modern dashboard to manage uploaded files
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- Separate sections for original files and AI-revised notes
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- File preview with extraction status and metadata
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- Download and delete functionality for all file types
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### 🎯 **Quiz System**
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- Generate quizzes from uploaded documents
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- Multiple question types (multiple choice, true/false, short answer)
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- Comprehensive quiz review with explanations
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- Statistics tracking for quiz performance
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### 🎨 **Modern UI/UX**
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- Beautiful, responsive design with Bootstrap 5
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- Custom SVG favicon and branded interface
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- Improved file icons and visual indicators
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- Mobile-friendly responsive layout
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### 🔗 **AI Integration**
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- Connected to Flowise at https://flowise.suika.cc/
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- RAG (Retrieval-Augmented Generation) capabilities
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- Secure API integration with proper error handling-Powered Note Revision Platform
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EduCat is a modern web application that helps students improve their study notes using AI. Built with Node.js, Express, and EJS, it features file upload capabilities, AI-powered note revision, and an interactive chatbot.
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EduCat is a modern web application that helps students improve their study notes using AI. Built with Node.js, Express, and EJS, it features file upload capabilities, AI-powered note revision, and an interactive chatbot.
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## Features
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## Features
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- **Backend**: Node.js, Express.js
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- **Backend**: Node.js, Express.js
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- **Frontend**: EJS templates, Bootstrap 5, Font Awesome
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- **Frontend**: EJS templates, Bootstrap 5, Font Awesome
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- **Authentication**: bcrypt for password hashing, express-session
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- **Authentication**: bcrypt for password hashing, express-session
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- **File Handling**: Multer for file uploads
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- **File Handling**: Multer for secure file uploads with type validation
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- **AI Integration**: Flowise API integration
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- **Document Processing**:
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- PDFParse for PDF extraction
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- Mammoth for Word document processing
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- ExcelJS for secure Excel file handling (replaced vulnerable xlsx)
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- **AI Integration**: Flowise API integration with RAG capabilities
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- **Session Management**: Express Session with flash messages
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- **Session Management**: Express Session with flash messages
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- **Styling**: Custom CSS with Bootstrap
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- **Security**: File type whitelisting, secure extraction methods
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- **Styling**: Custom CSS with Bootstrap and custom SVG favicon
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## Installation
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## Installation
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npm install
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npm install
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```
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```
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**Key Dependencies:**
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- `express` - Web framework
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- `ejs` - Template engine
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- `multer` - File upload handling
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- `bcrypt` - Password hashing
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- `express-session` - Session management
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- `pdf-parse` - PDF text extraction
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- `mammoth` - Word document processing
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- `exceljs` - Secure Excel file handling
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- `axios` - HTTP client for API calls
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3. **Configure environment variables**:
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3. **Configure environment variables**:
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- Copy `.env.example` to `.env` (if exists) or create a new `.env` file
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- Copy `.env.example` to `.env` (if exists) or create a new `.env` file
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- Update the following variables:
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- Update the following variables:
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@@ -75,8 +136,12 @@ EduCat is a modern web application that helps students improve their study notes
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### Uploading Notes
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### Uploading Notes
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1. After logging in, click "Upload Notes" in the navigation
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1. After logging in, click "Upload Notes" in the navigation
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2. Drag and drop your file or click to browse
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2. Drag and drop your file or click to browse
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3. Select a file (PDF, DOC, TXT, or image)
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3. Select a supported file type:
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- **Documents**: PDF, DOC, DOCX
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- **Spreadsheets**: XLSX, XLS
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- **Text Files**: TXT, MD, JSON, CSV, XML
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4. Click "Upload & Process"
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4. Click "Upload & Process"
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5. View file preview with extraction information
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### Revising Notes
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### Revising Notes
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1. Go to your Dashboard to see uploaded files
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1. Go to your Dashboard to see uploaded files
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- **Summarize**: Creates concise summaries
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- **Summarize**: Creates concise summaries
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- **Generate Questions**: Creates study questions
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- **Generate Questions**: Creates study questions
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4. Click "Revise with AI" to process
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4. Click "Revise with AI" to process
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5. Save and download revised notes from the "AI-Revised Notes" section
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### Quiz System
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1. Upload a document to generate quizzes from
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2. Navigate to the quiz section
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3. Take interactive quizzes with multiple question types
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4. Review answers with detailed explanations
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5. Track your quiz performance and statistics
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### Using the Chatbot
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### Using the Chatbot
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1. Navigate to the "Chat" section
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1. Navigate to the "Chat" section
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2. Type your questions about study materials or academic topics
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2. Type your questions about study materials or academic topics
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3. Get instant AI-powered responses
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3. Get instant AI-powered responses using RAG technology
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## Project Structure
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## Project Structure
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│ │ └── style.css
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│ │ └── style.css
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│ ├── js/
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│ ├── js/
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│ │ └── main.js
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│ │ └── main.js
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│ └── images/
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│ ├── images/
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│ └── logo.png
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│ │ └── favicon.svg
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│ ├── favicon.svg
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│ └── favicon-32x32.svg
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├── views/
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├── views/
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│ ├── partials/
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│ ├── partials/
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│ │ ├── header.ejs
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│ │ ├── header.ejs
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│ ├── revise.ejs
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│ ├── revise.ejs
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│ ├── chat.ejs
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│ ├── chat.ejs
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│ ├── dashboard.ejs
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│ ├── dashboard.ejs
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│ ├── quiz.ejs
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│ └── error.ejs
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│ └── error.ejs
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├── uploads/
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├── uploads/
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│ └── revised-notes/
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├── data/
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│ ├── user-files/
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│ ├── revised-files/
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│ └── quiz-results/
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├── server.js
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├── server.js
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├── package.json
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├── package.json
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└── .env
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└── .env
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## API Endpoints
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## API Endpoints
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### Authentication & Core Routes
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- `GET /` - Home page
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- `GET /` - Home page
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- `GET /login` - Login page
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- `POST /login` - Handle login
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- `GET /register` - Registration page
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- `POST /register` - Handle registration
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- `GET /logout` - Logout user
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### File Management
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- `GET /upload` - File upload page
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- `GET /upload` - File upload page
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- `POST /upload` - Handle file uploads
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- `POST /upload` - Handle file uploads with validation
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- `GET /dashboard` - User dashboard with file management
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- `GET /api/files/:fileId/preview` - File preview with extraction info
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- `DELETE /api/files/:fileId` - Delete uploaded file
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### AI-Powered Features
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- `GET /revise/:fileId` - Note revision page
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- `GET /revise/:fileId` - Note revision page
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- `POST /api/revise` - AI revision endpoint
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- `POST /api/revise` - AI revision endpoint
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- `POST /api/save-revised` - Save revised notes
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- `GET /api/download-revised/:fileId` - Download revised notes
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- `GET /api/revised-files/:fileId/info` - Get revised file info
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- `DELETE /api/revised-files/:fileId` - Delete revised file
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### Quiz System
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- `GET /quiz` - Quiz interface
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- `POST /api/quiz/generate` - Generate quiz from document
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- `POST /api/quiz/submit` - Submit quiz answers
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- `GET /api/quiz/results` - Get quiz statistics
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### Chat Integration
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- `GET /chat` - Chat interface
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- `GET /chat` - Chat interface
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- `POST /api/chat` - Chat API endpoint
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- `POST /api/chat` - Chat API endpoint with RAG support
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- `GET /dashboard` - User dashboard
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## Configuration
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## Configuration
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### File Upload Settings
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### File Upload Settings
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- **Maximum file size**: 10MB
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- **Maximum file size**: 10MB
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- **Allowed formats**: PDF, DOC, DOCX, TXT, JPG, JPEG, PNG, GIF
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- **Allowed formats**: PDF, DOC, DOCX, XLSX, XLS, TXT, MD, JSON, CSV, XML
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- **Upload directory**: `uploads/`
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- **Upload directory**: `uploads/` (original files)
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- **Revised notes directory**: `uploads/revised-notes/`
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- **Security**: Strict file type whitelisting with MIME type validation
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- **Processing**: Automatic text extraction with error handling
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## Customization
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## Customization
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### Styling
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### Styling
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- Edit `public/css/style.css` to customize the appearance
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- Edit `public/css/style.css` to customize the appearance
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- The design uses Bootstrap 5 with custom CSS variables
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- The design uses Bootstrap 5 with custom CSS variables
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- Custom SVG favicon and file icons for better visual consistency
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- Responsive design optimized for mobile and desktop
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### AI Integration
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### AI Integration
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- Modify the Flowise API calls in `server.js`
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- Modify the Flowise API calls in `server.js`
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- Update prompts in the `/api/revise` endpoint
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- Update prompts in the `/api/revise` endpoint
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- Customize chat responses in the `/api/chat` endpoint
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- Customize chat responses in the `/api/chat` endpoint
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- Configure RAG settings for document-based queries
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### Security
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- File type restrictions configured in server.js and main.js
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- MIME type validation for uploaded files
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- Secure document extraction methods
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- Session security with proper secret management
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### Adding Features
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### Adding Features
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- Add new routes in `server.js`
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- Add new routes in `server.js`
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- Create corresponding EJS templates in `views/`
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- Create corresponding EJS templates in `views/`
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- Add client-side JavaScript in `public/js/main.js`
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- Add client-side JavaScript in `public/js/main.js`
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- Update CSS in `public/css/style.css`
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## Troubleshooting
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## Troubleshooting
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1. **File upload fails**:
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1. **File upload fails**:
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- Check file size (max 10MB)
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- Check file size (max 10MB)
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- Verify file format is supported
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- Verify file format is supported (PDF, DOC, DOCX, XLSX, XLS, TXT, MD, JSON, CSV, XML)
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- Ensure `uploads/` directory exists
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- Ensure `uploads/` and `uploads/revised-notes/` directories exist
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- Check file type validation in both client and server
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2. **AI responses don't work**:
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2. **Document extraction errors**:
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- Verify document is not corrupted
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- Check extraction status in file preview
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- Ensure proper permissions for file access
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- Review server logs for specific extraction errors
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3. **AI responses don't work**:
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- Verify Flowise API URL is correct
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- Verify Flowise API URL is correct
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- Check if your chatflow ID is valid
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- Check if your chatflow ID is valid
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- Ensure Flowise server is accessible
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- Ensure Flowise server is accessible
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- Verify RAG configuration for document-based queries
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3. **Session issues**:
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4. **Quiz generation fails**:
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- Verify SESSION_SECRET is set
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- Ensure document has sufficient text content
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- Check if document extraction was successful
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- Verify AI service is properly connected
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- Review quiz generation prompts
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5. **Session issues**:
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- Verify SESSION_SECRET is set in .env
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- Check if sessions are properly configured
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- Check if sessions are properly configured
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- Clear browser cookies and try again
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6. **Revised notes not saving**:
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- Ensure `uploads/revised-notes/` directory exists
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- Check file permissions
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- Verify sufficient disk space
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- Review server logs for save errors
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### Development
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### Development
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@@ -189,6 +328,58 @@ npm install -g nodemon
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npm run dev
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npm run dev
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```
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```
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## Recent Updates & Security Improvements
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### Version 2.0 Security Enhancements
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- **🔒 Enhanced Security**: Replaced vulnerable `xlsx` library with secure `exceljs` for Excel processing
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- **🛡️ File Type Whitelisting**: Implemented strict file type validation to prevent malicious uploads
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- **🔍 MIME Type Validation**: Added comprehensive file type checking on both client and server
|
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- **🗂️ Secure Document Processing**: Improved extraction methods with proper error handling
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|
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### UI/UX Improvements
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- **🎨 Custom Favicon**: Added custom SVG favicon for brand consistency
|
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- **📱 Responsive Design**: Enhanced mobile-friendly interface with improved layouts
|
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- **🔧 File Icons**: Updated file type icons for better visual clarity
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- **📊 Dashboard Enhancements**: Separate sections for original and revised files
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- **🏷️ Badge System**: Improved status indicators and badge alignment
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### New Features
|
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- **💾 Revised Notes Management**: Save, download, and manage AI-revised notes separately
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- **🎯 Enhanced Quiz System**: Fixed short-answer questions with explanations
|
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- **📈 Quiz Statistics**: Comprehensive tracking of quiz performance
|
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- **🔍 File Preview**: Detailed extraction information and metadata display
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- **📁 Persistent Storage**: Improved file tracking and session management
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### Performance & Reliability
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- **⚡ Optimized Extraction**: Faster and more reliable document processing
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- **🔄 Error Handling**: Comprehensive error handling for all file operations
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- **💪 Robust API**: Improved API endpoints with better validation
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- **🧹 Code Refactoring**: Cleaner, more maintainable codebase
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## Deployment & Production
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### Production Considerations
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- Set strong `SESSION_SECRET` in production environment
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- Configure proper file upload limits based on server capacity
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- Set up proper logging and monitoring
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- Implement rate limiting for API endpoints
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- Configure HTTPS for secure file uploads
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- Set up backup procedures for uploaded files and data
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### Environment Setup
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- Ensure Node.js 14+ is installed
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- Create proper directory structure with correct permissions
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- Configure environment variables for production
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- Set up reverse proxy (nginx/Apache) if needed
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- Configure SSL certificates for HTTPS
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### Monitoring & Maintenance
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- Monitor disk space for uploads directory
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- Set up log rotation for application logs
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- Regular security updates for dependencies
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- Monitor API usage and performance
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- Backup user data and quiz results regularly
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## Contributing
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## Contributing
|
||||||
|
|
||||||
1. Fork the repository
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1. Fork the repository
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||||||
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|||||||
40
server.js
40
server.js
@@ -238,15 +238,43 @@ const upload = multer({
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fileSize: 10 * 1024 * 1024 // 10MB limit
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fileSize: 10 * 1024 * 1024 // 10MB limit
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},
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},
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fileFilter: (req, file, cb) => {
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fileFilter: (req, file, cb) => {
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// Allow text files, PDFs, and images
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// Define allowed file types for RAG processing - only text-extractable documents
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const allowedTypes = /jpeg|jpg|png|gif|pdf|txt|doc|docx/;
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const allowedExtensions = ['.pdf', '.txt', '.doc', '.docx', '.xlsx', '.xls', '.md', '.json', '.csv', '.xml'];
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const extname = allowedTypes.test(path.extname(file.originalname).toLowerCase());
|
const allowedMimeTypes = [
|
||||||
const mimetype = allowedTypes.test(file.mimetype);
|
'application/pdf',
|
||||||
|
'text/plain',
|
||||||
|
'text/markdown',
|
||||||
|
'text/csv',
|
||||||
|
'text/xml',
|
||||||
|
'application/xml',
|
||||||
|
'application/json',
|
||||||
|
'application/msword',
|
||||||
|
'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
|
||||||
|
'application/vnd.ms-excel',
|
||||||
|
'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet'
|
||||||
|
];
|
||||||
|
|
||||||
if (mimetype && extname) {
|
const fileExtension = path.extname(file.originalname).toLowerCase();
|
||||||
|
const fileMimeType = file.mimetype.toLowerCase();
|
||||||
|
|
||||||
|
// Check if file extension is allowed
|
||||||
|
const isExtensionAllowed = allowedExtensions.includes(fileExtension);
|
||||||
|
|
||||||
|
// Check if MIME type is allowed
|
||||||
|
const isMimeTypeAllowed = allowedMimeTypes.includes(fileMimeType);
|
||||||
|
|
||||||
|
// Additional validation for specific file types
|
||||||
|
if (isExtensionAllowed && isMimeTypeAllowed) {
|
||||||
return cb(null, true);
|
return cb(null, true);
|
||||||
} else {
|
} else {
|
||||||
cb(new Error('Only text files, PDFs, and images are allowed!'));
|
// Provide specific error messages for different rejection reasons
|
||||||
|
if (!isExtensionAllowed) {
|
||||||
|
return cb(new Error(`File type "${fileExtension}" is not supported. Only document files (PDF, Word, Excel, text files) are allowed for RAG processing.`));
|
||||||
|
} else if (!isMimeTypeAllowed) {
|
||||||
|
return cb(new Error(`MIME type "${fileMimeType}" is not supported. Please upload valid document files only.`));
|
||||||
|
} else {
|
||||||
|
return cb(new Error('Invalid file type. Only text-extractable documents are allowed to prevent RAG corruption.'));
|
||||||
|
}
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
});
|
});
|
||||||
|
|||||||
@@ -4,6 +4,13 @@
|
|||||||
<meta charset="UTF-8">
|
<meta charset="UTF-8">
|
||||||
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
||||||
<title><%= title %></title>
|
<title><%= title %></title>
|
||||||
|
|
||||||
|
<!-- Favicon -->
|
||||||
|
<link rel="icon" type="image/svg+xml" href="/favicon.svg">
|
||||||
|
<link rel="icon" type="image/svg+xml" sizes="32x32" href="/favicon-32x32.svg">
|
||||||
|
<link rel="apple-touch-icon" sizes="180x180" href="/images/favicon.svg">
|
||||||
|
<meta name="theme-color" content="#007bff">
|
||||||
|
|
||||||
<link href="https://cdnjs.cloudflare.com/ajax/libs/bootstrap/5.3.0/css/bootstrap.min.css" rel="stylesheet">
|
<link href="https://cdnjs.cloudflare.com/ajax/libs/bootstrap/5.3.0/css/bootstrap.min.css" rel="stylesheet">
|
||||||
<link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css" rel="stylesheet">
|
<link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css" rel="stylesheet">
|
||||||
<link href="/css/style.css" rel="stylesheet">
|
<link href="/css/style.css" rel="stylesheet">
|
||||||
|
|||||||
@@ -14,12 +14,18 @@
|
|||||||
<i class="fas fa-cloud-upload-alt fa-3x text-primary mb-3"></i>
|
<i class="fas fa-cloud-upload-alt fa-3x text-primary mb-3"></i>
|
||||||
<h5>Drag & Drop your files here</h5>
|
<h5>Drag & Drop your files here</h5>
|
||||||
<p class="text-muted">or click to browse</p>
|
<p class="text-muted">or click to browse</p>
|
||||||
<input type="file" id="noteFile" name="noteFile" class="d-none" accept=".pdf,.doc,.docx,.txt,.jpg,.jpeg,.png,.gif">
|
<input type="file" id="noteFile" name="noteFile" class="d-none" accept=".pdf,.doc,.docx,.txt,.xlsx,.xls,.md,.json,.csv,.xml">
|
||||||
<button type="button" class="btn btn-primary" onclick="document.getElementById('noteFile').click()">
|
<button type="button" class="btn btn-primary" onclick="document.getElementById('noteFile').click()">
|
||||||
<i class="fas fa-folder-open me-2"></i>Choose File
|
<i class="fas fa-folder-open me-2"></i>Choose File
|
||||||
</button>
|
</button>
|
||||||
</div>
|
</div>
|
||||||
|
|
||||||
|
<div class="alert alert-info mb-4">
|
||||||
|
<i class="fas fa-info-circle me-2"></i>
|
||||||
|
<strong>Supported file types:</strong> PDF, Word (.doc, .docx), Excel (.xlsx, .xls), text files (.txt, .md, .json, .csv, .xml)
|
||||||
|
<br><small class="text-muted">Only text-extractable documents are allowed to ensure optimal AI processing and prevent RAG corruption.</small>
|
||||||
|
</div>
|
||||||
|
|
||||||
<div id="file-info" class="d-none mb-4">
|
<div id="file-info" class="d-none mb-4">
|
||||||
<div class="alert alert-info">
|
<div class="alert alert-info">
|
||||||
<i class="fas fa-file me-2"></i>
|
<i class="fas fa-file me-2"></i>
|
||||||
@@ -46,25 +52,32 @@
|
|||||||
</div>
|
</div>
|
||||||
|
|
||||||
<div class="row mt-5">
|
<div class="row mt-5">
|
||||||
<div class="col-md-4">
|
<div class="col-md-3">
|
||||||
<div class="text-center">
|
<div class="text-center">
|
||||||
<i class="fas fa-file-pdf fa-2x text-danger mb-2"></i>
|
<i class="fas fa-file-pdf fa-2x text-danger mb-2"></i>
|
||||||
<h6>PDF Files</h6>
|
<h6>PDF Files</h6>
|
||||||
<p class="text-muted small">Upload PDF documents</p>
|
<p class="text-muted small">Upload PDF documents</p>
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
<div class="col-md-4">
|
<div class="col-md-3">
|
||||||
<div class="text-center">
|
<div class="text-center">
|
||||||
<i class="fas fa-file-word fa-2x text-primary mb-2"></i>
|
<i class="fas fa-file-word fa-2x text-primary mb-2"></i>
|
||||||
<h6>Word Documents</h6>
|
<h6>Word Documents</h6>
|
||||||
<p class="text-muted small">DOC & DOCX files</p>
|
<p class="text-muted small">DOC & DOCX files</p>
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
<div class="col-md-4">
|
<div class="col-md-3">
|
||||||
<div class="text-center">
|
<div class="text-center">
|
||||||
<i class="fas fa-file-alt fa-2x text-success mb-2"></i>
|
<i class="fas fa-file-excel fa-2x text-success mb-2"></i>
|
||||||
|
<h6>Excel Files</h6>
|
||||||
|
<p class="text-muted small">XLSX & XLS files</p>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
<div class="col-md-3">
|
||||||
|
<div class="text-center">
|
||||||
|
<i class="fas fa-file-alt fa-2x text-info mb-2"></i>
|
||||||
<h6>Text Files</h6>
|
<h6>Text Files</h6>
|
||||||
<p class="text-muted small">Plain text documents</p>
|
<p class="text-muted small">TXT, MD, JSON, CSV, XML</p>
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
|
|||||||
Reference in New Issue
Block a user