front: open-webui skill servers: dockling - docs parsing for llm, searxng - searchengine for llm, open-terminal - linux terminal for llm (inside container) base: llama-swap Inside llama swap: qwen3-14b-q5, translator-nemo-12b, tower-plus-9b, translator-gemma4-26b, qwen3.6-35b-a3b llama stack: ROCm

Hardware: RX9070XT for llama-swap .

UPD: if you want easy way and run all in oneshot use https://github.com/Niko1221/Strata