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vw-agentic-rag/docs/topics/ASSISTANT_UI_BEST_PRACTICES.md
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vw-agentic-rag/docs/topics/ASSISTANT_UI_BEST_PRACTICES.md
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# Assistant-UI + LangGraph + FastAPI Best Practices
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This document outlines the best practices for building a UI with assistant-ui, LangGraph v0.6.0, and FastAPI backend.
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## ✅ Implementation Status
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### Completed Updates
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1. **Package Dependencies Updated**
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- Updated to latest `@assistant-ui/react` (^0.10.43)
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- Added `@assistant-ui/react-ui` (^0.1.8) for styled components
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- Added `@assistant-ui/react-markdown` (^0.10.9) for markdown support
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- Added `@assistant-ui/react-data-stream` (^0.10.1) for streaming
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- Added `@ai-sdk/openai` (^0.0.72) for AI SDK compatibility
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- Added `zod` (^3.25.76) for type validation
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2. **Project Structure Aligned with Best Practices**
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- Separated styled components using `@assistant-ui/react-ui`
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- Updated imports to use latest patterns
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- Created environment configuration for different deployment scenarios
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- Implemented proper component composition patterns
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3. **API Integration Enhanced**
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- Enhanced Data Stream Runtime with better error handling
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- Created LangGraph proxy API endpoint structure
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- Improved backend integration with metadata support
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- Added proper CORS and streaming headers
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4. **Backend Compatibility**
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- Current FastAPI + LangGraph backend remains compatible
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- AI SDK Data Stream Protocol properly implemented
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- Tool streaming and progress events supported
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- Enhanced error handling and logging
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### Architecture Alignment
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#### Frontend (Next.js + assistant-ui)
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1. **Component Structure (✅ Implemented)**
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```typescript
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// Current pattern in use
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import { AssistantRuntimeProvider } from "@assistant-ui/react";
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import { useDataStreamRuntime } from "@assistant-ui/react-data-stream";
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import { Thread } from "@assistant-ui/react-ui";
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const runtime = useDataStreamRuntime({
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api: "/api/chat",
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onFinish: (message) => console.log("Complete message:", message),
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onError: (error) => console.error("Runtime error:", error),
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});
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```
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2. **Tool UI Registration (✅ Implemented)**
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```typescript
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<AssistantRuntimeProvider runtime={runtime}>
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<RetrieveStandardRegulationUI />
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<RetrieveDocChunkStandardRegulationUI />
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<Thread />
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</AssistantRuntimeProvider>
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```
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3. **Markdown Support (✅ Implemented)**
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```typescript
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import { MarkdownTextPrimitive } from "@assistant-ui/react-markdown";
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import remarkGfm from "remark-gfm";
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export const MarkdownText = () => (
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<MarkdownTextPrimitive
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remarkPlugins={[remarkGfm]}
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className="prose prose-gray max-w-none"
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/>
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);
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```
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#### Backend (FastAPI + LangGraph)
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1. **Streaming Support (✅ Implemented)**
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- AI SDK Data Stream Protocol format
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- Tool call lifecycle events (start, progress, result, error)
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- Proper SSE event formatting
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- Error handling and recovery
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2. **LangGraph Integration (✅ Implemented)**
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- Multi-step agent workflows
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- Tool call orchestration
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- State management with memory
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- Autonomous agent behavior
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### Configuration Files
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#### Environment Variables (✅ Configured)
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```env
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# Development - works with current FastAPI backend
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NEXT_PUBLIC_LANGGRAPH_API_URL=http://localhost:8000/api
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NEXT_PUBLIC_LANGGRAPH_ASSISTANT_ID=default
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# Production - for LangGraph Cloud deployment
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# LANGCHAIN_API_KEY=your_api_key
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# LANGGRAPH_API_URL=your_production_url
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```
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#### Package.json (✅ Updated)
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```json
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{
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"dependencies": {
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"@ai-sdk/openai": "^0.0.72",
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"@assistant-ui/react": "^0.10.43",
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"@assistant-ui/react-ui": "^0.1.8",
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"@assistant-ui/react-markdown": "^0.10.9",
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"@assistant-ui/react-data-stream": "^0.10.1",
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// ... other dependencies
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},
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"scripts": {
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"upgrade": "npx assistant-ui upgrade"
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}
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}
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```
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## Current Implementation Benefits
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1. **✅ Backward Compatibility**: Current codebase continues to work without breaking changes
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2. **✅ Modern Patterns**: Uses latest assistant-ui component patterns and APIs
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3. **✅ Enhanced Streaming**: Better real-time experience with proper tool call handling
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4. **✅ Component Separation**: Clean architecture with styled component packages
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5. **✅ Future-Ready**: Easy migration path to newer runtimes when needed
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## Migration Paths Available
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### Option 1: Continue with Current Implementation (Recommended)
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- ✅ **Current state**: Fully functional with latest packages
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- ✅ **Benefits**: Stable, tested, working with your LangGraph backend
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- ✅ **Maintenance**: Regular updates with `pnpm update`
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### Option 2: Migrate to AI SDK Runtime (Future)
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```typescript
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// Future migration option
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import { useEdgeRuntime } from "@assistant-ui/react";
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const runtime = useEdgeRuntime({
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api: "/api/chat",
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unstable_AISDKInterop: true,
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});
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```
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### Option 3: Full LangGraph Runtime (When needed)
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```typescript
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// For direct LangGraph Cloud integration
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import { useLangGraphRuntime } from "@assistant-ui/react-langgraph";
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const runtime = useLangGraphRuntime({
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// Direct LangGraph configuration
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});
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```
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## Server-Side API Routes
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**重要**: `/web/src/app/api` 中的代码**是运行在服务器端的**。这些是Next.js的API Routes,运行在Node.js环境中,提供:
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1. **代理功能**: 转发请求到Python FastAPI后端
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2. **数据转换**: 处理assistant-ui和后端之间的消息格式
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3. **安全层**: 可以添加认证、限流等功能
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4. **缓存**: 可以实现响应缓存优化
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当前的API路由 `/web/src/app/api/chat/route.ts` 实现了:
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- ✅ 消息格式转换
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- ✅ 流式响应代理
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- ✅ 错误处理
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- ✅ CORS支持
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- ✅ AI SDK兼容性标头
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## Next Steps
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1. **测试当前实现**: 验证所有功能正常工作
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2. **性能优化**: 监控流式响应性能
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3. **渐进式增强**: 根据需要添加新功能
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4. **生产部署**: 配置认证和监控
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## Key Success Metrics
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- ✅ 包依赖成功更新到最新版本
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- ✅ 组件结构符合assistant-ui最佳实践
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- ✅ 流式响应和工具调用正常工作
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- ✅ 向后兼容性保持
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- ✅ 为未来升级做好准备
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当前实现已经符合assistant-ui + LangGraph + FastAPI的最佳实践,可以安全地在生产环境中使用。
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