דילוג על מס לרב-מודאלי: RAG היברידי, SQL RRF וטלמטריה UI

תקציר מקורי באנגליתBuilding a prototype chatbot interface takes an afternoon, but scaling it into a secure, predictable enterprise app requires solving production infrastructure challenges: minimizing unpredictable cloud API token bills, handling broken layout extractions, mapping session telemetry, and executing deterministic search. In this practical, demo-driven session, we will bypass high-level wrapper libraries to dissect the complete technical implementation of a local-first document ingestion application. While our demo runs on local developer environments, the underlying design patterns mirror exactly how you build high-performance, cost-effective architectures using enterprise infrastructure like Azure Database for PostgreSQL with pgvector. Key Architectural Blueprints We Will Explore: Optimizing t