4df7450461
- Custom PostgreSQL 15.2 image with pgvector 0.8.0 extension - Updated pg-cluster-hermes.yaml: custom image, sharedPreloadLibraries, maintenance_work_mem - RAG schema: documents table with vector(768) embeddings + HNSW index - RAG init job: ConfigMap + Job to apply schema to agent_memory db - Embedding service: FastAPI with nomic-embed-text-v1.5 - OpenAI-compatible /v1/embeddings endpoint - Deployment (1 replica, 2Gi-4Gi memory) + Service manifests - Updated kustomization.yaml to include new resources
41 lines
1.1 KiB
YAML
41 lines
1.1 KiB
YAML
# Job to initialize RAG schema in agent_memory database
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# Runs once after the cluster is available with pgvector
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apiVersion: batch/v1
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kind: Job
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metadata:
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name: init-rag-schema
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namespace: customer1
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annotations:
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"helm.sh/hook": post-install,post-upgrade
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"helm.sh/hook-delete-policy": hook-succeeded
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spec:
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template:
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spec:
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restartPolicy: Never
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containers:
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- name: psql
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image: ghcr.io/cloudnative-pg/postgresql:15.2
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command:
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- /bin/sh
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- -c
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- |
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PGPASSWORD=$(cat /run/secrets/postgresql/password) psql \
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-h hermes-pgdb-rpostgres.customer1.svc.cluster.local \
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-p 5432 \
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-U memory \
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-d agent_memory \
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-f /sql/rag-db-init.sql
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env:
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- name: PGPASSWORD
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valueFrom:
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secretKeyRef:
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name: memory-db-credentials
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key: password
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volumeMounts:
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- name: rag-sql
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mountPath: /sql
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volumes:
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- name: rag-sql
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configMap:
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name: rag-init-sql
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