Mixture-of-Agents
| 필수 Secret | 오버레이 |
|---|---|
OPENROUTER_API_KEY |
values-moa.yaml |
언제 사용하나요?¶
Hermes image v2026.7.1 이상과 각 preset provider의 key가 필요합니다.
설치¶
helm upgrade --install hermes-agent ./charts/hermes-agent \
--namespace hermes-agent --create-namespace \
-f charts/hermes-agent/values-moa.yaml \
--set-string env.OPENROUTER_API_KEY='<real-value>' --wait
둘 이상의 자격 증명이 필요한 예제에서는 모든 값을 --set-string으로 전달하거나 extraEnvFrom으로 기존 Secret을 참조하세요.
배포 전 조정¶
preset의 reference·aggregator model을 워크로드에 맞게 교체합니다.
전체 오버레이¶
charts/hermes-agent/values-moa.yaml
# values-moa.yaml
#
# Hermes Agent using Mixture-of-Agents (MoA): reference models run in
# parallel and an aggregator model synthesizes their output, instead of a
# single model answering directly. MoA is a virtual provider (image
# v2026.7.1+): `config.model.provider: moa` + `config.model.default: <preset
# name>` selects a named preset defined under `config.moa.presets`.
#
# The example preset below fans out to two OpenRouter reference models and
# aggregates with a third: swap provider/model ids for whichever you use,
# and supply each provider's own API key under `env` (a preset can mix
# providers freely).
#
# helm upgrade --install hermes-agent ./charts/hermes-agent \
# --namespace hermes-agent --create-namespace \
# -f charts/hermes-agent/values-moa.yaml \
# --set-string env.OPENROUTER_API_KEY='sk-or-<real>' --wait
config:
model:
provider: moa
default: default # preset name under config.moa.presets
moa:
presets:
default:
reference_models:
- provider: openrouter
model: deepseek/deepseek-v4-pro
- provider: openrouter
model: qwen/qwen3-max
aggregator:
provider: openrouter
model: anthropic/claude-opus-4.8
enabled: true
# Persist full turn traces (each reference's input/output + the
# aggregator's input/output) to HERMES_HOME/moa-traces/<session_id>.jsonl.
# Off by default; turn on to audit/improve preset behavior.
save_traces: false
terminal:
backend: local
env:
OPENROUTER_API_KEY: "sk-or-DUMMY_replace_me_0000000000000000000000"
# Unused by the moa provider; overrides the chart's OpenAI placeholder.
OPENAI_API_KEY: "unused"