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7fb4bdabea
This Kubernetes cluster has: - vLLM for serving an inference model - vLLM for serving a safety model - Postgres DB (for metadata and other state for the Llama Stack distro) - Chroma DB for Vector IO (memory) Perhaps most importantly, this was me trying to learn Kubernetes for the first time. ## Test Plan Run `sh apply.sh` against an EKS cluster, then after `kubectl port-forward service/llama-stack-service 8321:8321` and after many attempts, we have finally: <img width="1589" alt="image" src="https://github.com/user-attachments/assets/c69f242d-6aaa-4def-9f7c-172113b8bfc1" /> <img width="1978" alt="image" src="https://github.com/user-attachments/assets/cf678404-f551-4fa5-9077-bebe3e8e8ae8" />
66 lines
1.3 KiB
Text
66 lines
1.3 KiB
Text
apiVersion: v1
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kind: PersistentVolumeClaim
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metadata:
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name: chromadb-pvc
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spec:
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accessModes:
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- ReadWriteOnce
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resources:
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requests:
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storage: 20Gi
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---
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apiVersion: apps/v1
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kind: Deployment
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metadata:
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name: chromadb
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spec:
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replicas: 1
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selector:
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matchLabels:
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app: chromadb
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template:
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metadata:
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labels:
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app: chromadb
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spec:
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containers:
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- name: chromadb
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image: chromadb/chroma:latest
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ports:
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- containerPort: 6000
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env:
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- name: CHROMA_HOST
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value: "0.0.0.0"
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- name: CHROMA_PORT
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value: "6000"
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- name: PERSIST_DIRECTORY
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value: "/chroma/chroma"
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- name: CHROMA_DB_IMPL
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value: "duckdb+parquet"
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resources:
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requests:
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memory: "512Mi"
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cpu: "250m"
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limits:
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memory: "2Gi"
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cpu: "1000m"
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volumeMounts:
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- name: chromadb-storage
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mountPath: /chroma/chroma
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volumes:
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- name: chromadb-storage
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persistentVolumeClaim:
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claimName: chromadb-pvc
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---
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apiVersion: v1
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kind: Service
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metadata:
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name: chromadb
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spec:
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selector:
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app: chromadb
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ports:
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- protocol: TCP
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port: 6000
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targetPort: 6000
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type: ClusterIP
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