🎉 Complete AI-Enhanced University Portal - Ready for Production

✨ Major Features Added:
- AI Chat with conversation memory and university-specific knowledge base
- Multi-tenant university support with white-label capabilities
- Professional admin interface for knowledge base management
- Advanced database schema with Prisma ORM
- Comprehensive documentation and guides
- Modern Next.js 15 + React 19 architecture
- Bilingual support (English/Arabic)
- Role-based access control
- Real-time chat interface with loading states

🔧 Technical Improvements:
- Fixed all linter errors and TypeScript issues
- Cleaned up codebase and removed legacy files
- Added comprehensive .gitignore
- Updated README with detailed setup instructions
- Optimized database schema and migrations
- Enhanced error handling and user experience

📚 Documentation:
- AI Conversation Memory Guide
- AI Enhancement Summary
- Developer Guide
- User Guide
- Complete setup and deployment instructions

🚀 Ready for GitHub deployment and production use!

package.json

@@ -8,9 +8,11 @@
     "start": "next start",
     "lint": "next lint",
     "db:seed": "npx tsx prisma/seed.ts",
+    "seed:knowledge-base": "npx tsx scripts/seed-knowledge-base.ts",
     "test:chat": "tsx scripts/testChatbot.ts",
     "test": "vitest run",
-    "test:watch": "vitest"
+    "test:watch": "vitest",
+    "setup:ollama": "./scripts/setup-ollama.sh"
   },
   "prisma": {
     "seed": "npx tsx prisma/seed.ts"
@@ -25,9 +27,16 @@
     "@supabase/auth-ui-shared": "^0.1.8",
     "@supabase/ssr": "^0.6.1",
     "@supabase/supabase-js": "^2.50.4",
+    "@types/bcryptjs": "^2.4.6",
+    "@types/jsonwebtoken": "^9.0.10",
+    "@types/k6": "^1.1.1",
+    "@types/redis": "^4.0.10",
     "@types/uuid": "^10.0.0",
     "axios": "^1.10.0",
+    "bcryptjs": "^3.0.2",
     "dotenv": "^17.2.0",
+    "jsonwebtoken": "^9.0.2",
+    "k6": "^0.0.0",
     "langchain": "^0.3.29",
     "lucide-react": "^0.525.0",
     "next": "15.3.5",
@@ -36,9 +45,11 @@
     "openai": "^5.8.3",
     "prisma": "^6.11.1",
     "react": "^19.0.0",
+    "react-cookie": "^8.0.1",
     "react-dom": "^19.0.0",
     "react-hook-form": "^7.60.0",
     "recharts": "^3.1.0",
+    "redis": "^5.6.0",
     "uuid": "^11.1.0",
     "zod": "^3.25.76"
   },