Mohamed Taha Benkiran@MTahaB

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

⏱️ Design, build, and deploy trustless AI trading agents. 📅 March 30 – April 12, 2026 🌐 Build AI trading agents that execute strategies using ERC-8004 or Kraken CLI. 🤝 Build solo or in teams to create autonomous trading, risk, yield, or protection agents. 💰 $55,000 prize pool, allocated and shared via Surge and Kraken. Your team should have registered project at early.surge.xyz in order to be eligible for the prize. Get access in your team profile or our discord 🔑 Access to early.surge.xyz If prompted for login credentials, use: • Username: admin • Password: JBRv2xWG7AzwVrLz88

This is your chance to push boundaries, solve real-world challenges, and create impact at the official hackathon of the RAISE Summit 2025 at one of Paris's most iconic venues: Le Carrousel du Louvre. 📅 July 4–8, 2025 — Collaborate online with a global community of innovators. 🏛️ July 8–9, 2025 — Limited on-site access to the RAISE Summit in Paris (300 participants), exclusively for selected teams. 🏆 July 9, 2025 — Winners will be announced live on stage during the RAISE Summit. 🌟 Expert mentors will guide you throughout your hackathon journey. 🤝 Work solo or build your dream team to create something extraordinary. 💰 Compete for a share of up to $150,000 in prizes. 🔒 Sign up before the Kick-Off Stream to secure your spot!