ERP Core Online
Enrolled Students 2,450
Active Agents 8 / 8
System Uptime 99.98%
PostgreSQL Conns 20 Max

System Architecture Configuration

Configured Worker & Thread Limits

Component Configured Limit Technology Status
FastAPI Workers 2 Workers Uvicorn Async Runtime Active
LangGraph Multi-Agent Engine 4 Workers LangChain StateGraph Active
Groq Concurrency 3 Max Concurrent Async Semaphore Guard Active
llama.cpp Local AI 2 CPU Threads llama-server binary Active
Valkey Cache 256 MB Memory Valkey 8.0 Alpine Active

Multi-Agent System Telemetry

Live Agent Orchestration Status

Agent Name Role / Specialty Load Status
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Student Directory

Enrolled Students Database

Student ID Full Name Department Academic Year GPA Status
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Official Campus Broadcast Desk

Dispatch announcements via Herald Agent