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## Backend Implementation
### Database Models
- Add comprehensive SQLAlchemy models for multi-tenant architecture
- Workspace, User, Agent, AgentVersion, AgentExecution models
- MCPServer, HTTPEndpoint, Tool models for integrations
- VectorCollection, Document models for knowledge management
- Alembic migration for all new tables and enums
### Service Layer
- VectorStore: Qdrant integration for semantic search and embeddings
- MCPClient: WebSocket-based Model Context Protocol client
- HTTPExecutor: HTTP endpoint executor with variable substitution
- AgentService: Natural language agent creation and execution
- RedisCache: Caching service for performance optimization
### API Routes
- Agent CRUD endpoints with natural language creation
- Workspace management endpoints
- MCP server registration and tool execution
- HTTP endpoint configuration and testing
- Vector collection and document management
- Semantic search capabilities
### Infrastructure
- Extended docker-compose.yml with Qdrant, Redis services
- Updated dependencies (qdrant-client, redis, openai, anthropic, websockets)
- Environment configuration with API keys
- Multi-service orchestration
### Features
- 🎯 Natural language agent creation using Claude/GPT
- 🔧 MCP protocol support for extended capabilities
- 🌐 HTTP endpoint with {{variable}} substitution
- 🧠 Vector embeddings and semantic search
- 👥 Multi-tenant workspace isolation
- 🚀 Async FastAPI with full type safety
### Documentation
- Comprehensive AGENTFORGE_README.md
- API usage examples
- Development and deployment guides
- Architecture documentation
## Tech Stack
- FastAPI + SQLAlchemy + Alembic
- PostgreSQL + Qdrant + Redis
- OpenAI + Anthropic APIs
- MCP Protocol + WebSockets
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
…dern UI ## Frontend Implementation ### Design System & Styling - Upgraded to Tailwind CSS v4 with @tailwindcss/postcss - Created Indigo/Azure color theme with light and dark modes - Custom gradient utilities (gradient-indigo, gradient-azure, gradient-mesh) - Glass morphism effects and custom scrollbars - Modern UI/UX with smooth transitions and animations ### UI Components (shadcn/ui) - Added missing components: Dialog, Textarea, Skeleton, Separator - Added ScrollArea, Progress, Switch, Toast, Toaster - Created use-toast hook for notifications - All components styled with Indigo/Azure theme ### AgentForge Components - AgentCard: Beautiful agent cards with hover effects - AgentBuilder: Natural language agent creation interface - AgentChat: Real-time chat interface with message history - EmptyState: Reusable empty state component - PageHeader: Consistent page headers with actions ### Pages - /agents: Agent dashboard with grid layout and builder dialog - /agents/[id]: Agent detail page with tabs (Chat, Tools, Knowledge, Settings) - /integrations: MCP servers and HTTP endpoints management - /settings: Workspace and profile settings with tabs - /: Updated homepage with AgentForge branding ### Navigation & Layout - Created sidebar navigation with route highlighting - Responsive layout with sidebar and main content - Integrated Toaster for global notifications - Updated metadata and branding ### Features - 🎨 Modern Indigo/Azure color scheme - 🌓 Dark mode support with theme variables - 📱 Responsive design for all screen sizes - ⚡ Smooth animations and transitions - 🎯 Consistent component patterns - 🔥 No duplicate code - reusable components throughout ## Tech Stack - Next.js 15 + React 19 - Tailwind CSS v4 with CSS-first configuration - shadcn/ui components - Lucide icons - TypeScript strict mode 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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