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Showing posts from April, 2026
User (Intranet)       ↓ AI Agent (Local LLM - Qwen/LLaMA)       ↓ Intent Detection + Query Understanding       ↓ Common Database (SQLite / DuckDB)       ↓ Power BI (Connected to same DB)       ↓ Dashboard       ↓ Embedded in AI Agent UI AI Agent + Power BI Integration (Intranet Setup) 🔷 Overview This system connects an AI Agent (Python + Docker + DuckDB + Parquet + SQLite) with a dashboard created in Power BI. 👉 Core Idea: AI Agent processes & stores data Power BI reads same data Dashboard is embedded back into AI Agent UI 🔷 Architecture User Query ↓ AI Agent (Local Model – Qwen/LLaMA) ↓ Intent Detection + Data Processing ↓ Common Database (DuckDB / Parquet / SQLite) ↓ Power BI (Connected to same data) ↓ Dashboard ↓ Embedded in AI Agent UI 🔷 Technologies Used AI Model: / Backend: Python Storage: DuckDB, SQLite, Parquet Visualization: Embedding: API (optiona...