Livoa LogoLivoa
Workflow AI Agent Architecture
šŸ’¬ Chainlit UI
🌐 A2A Server (Starlette)
šŸ“¦ Framework Layer (Operator SDK)
āš™ļø Your Application (agent_executor)
šŸ¤– AI Engine (GPT-4) aem-workflow() Tool
Workflow Builder
AEM Client
MCP Splunk
šŸ“„ AEM Instance • Sling POST API • JCR Repo • Workflow Console (UI)
šŸ“Š Splunk Server
ā˜ļø Azure OpenAI API • Chat Completions • GPT-4 Model • Direct HTTPS (NOT via tools)
Tool Execution
LLM Calls (Direct)

test

by Kins

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