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AI Commander

Agentic RAG Orchestration

PythonVertex AIGeminiRAGStreamlitMulti-Agent
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Specialized Agents
0K+
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Hub-Spoke
Architecture
AI Commander — Dashboard View
AI Commander — Architecture

Overview

Production hub-and-spoke orchestration with 5 specialized agents: Commander router with sticky routing, conversational Data Analyst, RAG-powered WCAG Expert via Vertex AI Vector Search, Operations agent with human-in-the-loop approval, and Data Dictionary. Function-calling pipelines with exponential backoff, audit logging, and dynamic visualizations.

Overview

AI Commander — Overview

Key Features

Commander router with sticky routing for context preservation
Conversational Data Analyst agent for real-time queries
RAG-powered WCAG Expert via Vertex AI Vector Search
Operations agent with human-in-the-loop approval workflows
Data Dictionary agent for schema exploration
Function-calling pipelines with exponential backoff
Comprehensive audit logging and dynamic visualizations

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