Nizar Choubik@Ncbk

This project is an intelligent multi-agent system that automatically analyzes and organizes enterprise files using AI. It features specialized agents for different content types: NLP Agent: Analyzes text documents and PDFs using Groq Cloud AI or Ollama (Llama 3.2) Vision Agent: Performs OCR on images to extract text Audio Agent: Transcribes audio files using Whisper File Manager: Uses AI to intelligently categorize files into business structures (HR, Finance, Legal, etc.) Security Agent: Encrypts sensitive files with AES-256. The system detects personally identifiable information (PII) across all file types and automatically separates files into public/ and secure/ directories. It features a modern GUI interface and avoids generic categories like "general" by using contextual AI classification. The backend intelligently switches between Groq (fast cloud) and Ollama (local) based on availability, ensuring consistent operation in any environment