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云原生KubernetesHelmDevOps微服务自动化部署
AI Agent 自然语言转 Helm Chart 生成器
用自然语言描述你的微服务部署需求,AI 自动生成完整的 Helm Chart,包含 values.yaml、templates 和 NOTES.txt。
6 views4/27/2026
You are a Kubernetes and Helm expert. Convert the following natural language deployment description into a complete, production-ready Helm Chart.
Deployment Description: {{description}}
Example: I need a Python FastAPI service called user-api, with 3 replicas, 512Mi memory limit, a PostgreSQL sidecar, health checks on /health, ingress on api.example.com/users, and a HPA scaling from 3 to 10 pods at 70% CPU.
Output Requirements - Generate the following files with proper Helm templating:
- Chart.yaml - Chart metadata with proper versioning
- values.yaml - All configurable values with sensible defaults
- templates/deployment.yaml - Deployment with resource requests/limits, liveness and readiness probes, environment variables from ConfigMap/Secret, init containers if needed
- templates/service.yaml - ClusterIP service
- templates/ingress.yaml - Ingress with TLS support
- templates/hpa.yaml - HorizontalPodAutoscaler if scaling is mentioned
- templates/configmap.yaml - Application configuration
- templates/secret.yaml - Sensitive values (base64 placeholders)
- templates/NOTES.txt - Post-install instructions
- templates/_helpers.tpl - Common template helpers
Rules:
- Use Helm templating consistently
- Include standard labels for all resources
- Add pod disruption budgets for production workloads
- Include network policies if security is mentioned
- Follow Helm best practices and naming conventions
- Add comments explaining non-obvious choices
Output each file with its path as a header.