كيف تبني مساعد اكتشاف منتجات بالذكاء الاصطناعي

flowchart LR
    A["Conversation UI"] --> B["Application Server"]
    B --> C["Conversation State"]
    B --> D["Intent & Requirement Extraction"]
    D --> E["Approved Local Catalogue"]
    E --> F["Retrieval & Match Layer"]
    F --> G["Validation Layer"]
    G --> H["Structured Response"]
    H --> A

flowchart LR
    UI["Conversation UI"] --> API["Application API"]
    API --> GRAPH["LangGraph Workflow"]
    GRAPH --> CHAIN["LangChain Tools and Structured Output"]
    CHAIN --> ROUTER["OpenRouter"]
    GRAPH --> CATALOG["Approved Product Catalogue"]
    GRAPH --> TRACE["LangSmith Tracing and Evaluation"]
    API --> HOST["Web Hoster / Cloud Infrastructure"]