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Local / keyless

Local / keyless

What it gives you — the investigation loop driven by an in-cluster vLLM or Ollama endpoint, with no API key and no egress: incident text, tool output, and findings never leave your cluster boundary.

Minimal config 

model:
  base_url: http://vllm.llm.svc:8000/v1   # any OpenAI-compatible endpoint, in-cluster
  model: <your-model-name>
  # api_key_env omitted — keyless

Ollama, same shape:

model:
  base_url: http://ollama.llm.svc:11434/v1
  model: <your-model-name>

Verify it locally

Fire a test incident (see Alertmanager or hack/demo.sh) against the in-cluster endpoint and confirm an investigation completes with a verdict:

kubectl -n runlore logs deploy/runlore | grep -E 'msg=findings|msg=incident'

Notes

  • provider: openai is the default — this is the same wire protocol as OpenAI-compatible, just pointed at a keyless in-cluster endpoint instead of a keyed public one. The forced-tool_choice requirement is identical — read that page before wiring a model here: an endpoint that only supports unforced tool calling breaks the verify pass, the recall reranker, the eval judge, semantic KB validation and kb import --model.
  • Omitting api_key_env (or leaving it empty) is what makes the request keyless — there is no separate “keyless: true” flag.
  • The cleartext-key-over-http:// check only fires when api_key_env is set — with it omitted, plain http:// to an in-cluster Service name is fine and expected.
  • This is the recommended posture for a public KB repo or untrusted-tenant namespaces: self-hosting the model keeps redacted-but-imperfect data in-boundary regardless of what the redaction ruleset misses. See Security model → secret redaction.
  • model.embeddings (also OpenAI-compatible) can point at the same or a different in-cluster endpoint for hybrid catalog recall — keyless the same way.
  • Not every local model supports the forced-tool_choice form reliably. Test the specific model against the paths listed above before depending on them, the same way glm-4.6 turned out to be broken against a hosted endpoint (see OpenAI-compatible).

Reference

KubernetesTemplated