Needle 2 on Pi 5: tool calls fine, OOM around 180MB
Spent Sunday afternoon wiring Needle 2 into a home assistant style loop on a Raspberry Pi 5 (8GB). Tool calls to a tiny HTTP stub worked fine for 40 turns. Then RSS spiked and the process got killed…
Needle 2
An agentic language model for tool calling on tiny devices