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apiVersion: v2
name: llm-observability-stack
description: |
Kubernetes-native EdgeLLM observability and benchmarking stack for private GGUF/NVIDIA
LLM inference on Linux edge devices, laptops, workstations, and small GPU clusters.
Includes Ollama, Open WebUI, an OpenTelemetry GenAI-instrumented Ollama proxy,
Prometheus metrics, Grafana dashboards, blackbox probes, benchmark artifacts,
and NVIDIA/DCGM-ready integrations.
type: application
version: 0.3.0
appVersion: "1.2.0"
kubeVersion: ">=1.27.0-0"
home: https://github.com/Edge-Computing-LLM/llm-observability-stack
sources:
- https://github.com/prometheus-community/helm-charts
- https://github.com/open-telemetry/opentelemetry-helm-charts
- https://github.com/otwld/ollama-helm
- https://github.com/open-webui/helm-charts
maintainers:
- name: Mohammad Waqas
annotations:
category: ai-machine-learning
keywords:
- edge-ai
- edgellm
- llm-observability
- nvidia
- k3s
- ollama
- gguf
- prometheus
- grafana
- dcgm
- opentelemetry
- genai
dependencies:
- name: ollama
version: 1.50.0
repository: file://charts/ollama
condition: ollama.enabled
- name: open-webui
version: 12.10.0
repository: file://charts/open-webui
condition: openWebUI.enabled
- name: kube-prometheus-stack
version: 86.2.3
repository: file://charts/kube-prometheus-stack
condition: kube-prometheus-stack.enabled
- name: opentelemetry-collector
version: 0.158.1
repository: file://charts/opentelemetry-collector
condition: opentelemetry-collector.enabled
- name: opentelemetry-operator
version: 0.115.0
repository: file://charts/opentelemetry-operator
condition: opentelemetry-operator.enabled