Quickstart & Execution Recipes

Standard usage patterns and rapid prototyping code

Basic Execution Recipe

import ameva_orchestrator as orch
from termux_ai_orchestrator.client import Client

# 1. Probe available RAM and calculate dynamic tensor split across phone fleet:
ram_mb = orch.probe_node_ram_mb("192.168.43.101", user="u0_a123", port=8022)
servers, ts_str = orch.resolve_auto_tensor_split(["192.168.43.101:8022", "192.168.43.102:8022"])
print(f"Cluster Auto Split: -ts {ts_str}")

# 2. Connect to local Control Plane and inspect ecosystem status:
client = Client(base_url="http://127.0.0.1:11553", token="")
status = client.status()
print(f"Active nodes: {len(status['nodes'])}, Models: {len(status['models'])}")