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+----------------------+ +------------------------+ +---------------------+ | Front‑end (Web / | <--->| Context‑Engine (Node) | <--->| Knowledge Base / | | Mobile / Desktop) | | - UI Hook listeners | | Content Service | +----------------------+ | - Session tracker | +---------------------+ | - Recommendation API | +------------------------+ | v +------------------------+ | AI/ML Service (Python)| | - Embedding models | | - Ranking & filtering| +------------------------+ | v +------------------------+ | Feedback Store (DB) | | - Rating, clicks, | | context logs | +------------------------+ x hamstarcom top
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