[qdrant] Add Qdrant vector database application

Add Qdrant as a new managed application following the HelmRelease-based vendoring pattern (same as nats, ingress, seaweedfs). - packages/system/qdrant/ — vendored upstream Qdrant Helm chart - packages/apps/qdrant/ — wrapper chart creating Flux HelmRelease CR - packages/system/qdrant-rd/ — ApplicationDefinition CRD - hack/e2e-apps/qdrant.bats — E2E test Co-Authored-By: Claude <noreply@anthropic.com> Signed-off-by: Aleksei Sviridkin <f@lex.la>
2026-02-06 13:30:58 +03:00 · 2026-02-06 13:30:58 +03:00 · b71e4fe956
commit b71e4fe956
parent 9ed889bd54
37 changed files with 1968 additions and 0 deletions
--- a/hack/e2e-apps/qdrant.bats
+++ b/hack/e2e-apps/qdrant.bats
@ -0,0 +1,25 @@
+#!/usr/bin/env bats
+
+@test "Create Qdrant" {
+  name='test'
+  kubectl apply -f- <<EOF
+apiVersion: apps.cozystack.io/v1alpha1
+kind: Qdrant
+metadata:
+  name: $name
+  namespace: tenant-test
+spec:
+  replicas: 1
+  size: 10Gi
+  storageClass: ""
+  resourcesPreset: "nano"
+  resources: {}
+  external: false
+EOF
+  sleep 5
+  kubectl -n tenant-test wait hr qdrant-$name --timeout=60s --for=condition=ready
+  kubectl -n tenant-test wait hr qdrant-$name-system --timeout=120s --for=condition=ready
+  kubectl -n tenant-test wait sts qdrant-$name --timeout=90s --for=jsonpath='{.status.readyReplicas}'=1
+  kubectl -n tenant-test wait pvc qdrant-storage-qdrant-$name-0 --timeout=50s --for=jsonpath='{.status.phase}'=Bound
+  kubectl -n tenant-test delete qdrant.apps.cozystack.io $name
+}
--- a/packages/apps/qdrant/.helmignore
+++ b/packages/apps/qdrant/.helmignore
@ -0,0 +1,4 @@
+.helmignore
+/logos
+/Makefile
+/hack
--- a/packages/apps/qdrant/Chart.yaml
+++ b/packages/apps/qdrant/Chart.yaml
@ -0,0 +1,11 @@
+apiVersion: v2
+name: qdrant
+description: Managed Qdrant vector database service
+icon: /logos/qdrant.svg
+type: application
+version: 0.0.0 # Placeholder, the actual version will be automatically set during the build process
+appVersion: "v1.16.3"
+dependencies:
+  - name: cozy-lib
+    version: "*"
+    repository: "file://charts/cozy-lib"
--- a/packages/apps/qdrant/Makefile
+++ b/packages/apps/qdrant/Makefile
@ -0,0 +1,5 @@
+include ../../../hack/package.mk
+
+generate:
+	cozyvalues-gen -v values.yaml -s values.schema.json -r README.md
+	../../../hack/update-crd.sh
--- a/packages/apps/qdrant/README.md
+++ b/packages/apps/qdrant/README.md
@ -0,0 +1,52 @@
+# Managed Qdrant Service
+
+Qdrant is a high-performance vector database and similarity search engine designed for AI and machine learning applications. It provides efficient storage and retrieval of high-dimensional vectors with advanced filtering capabilities, making it ideal for recommendation systems, semantic search, and RAG (Retrieval-Augmented Generation) applications.
+
+## Deployment Details
+
+Service deploys Qdrant as a StatefulSet with automatic cluster mode when multiple replicas are configured.
+
+- Docs: https://qdrant.tech/documentation/
+- GitHub: https://github.com/qdrant/qdrant
+
+## Parameters
+
+### Common parameters
+
+| Name               | Description                                                                                                                      | Type       | Value   |
+| ------------------ | -------------------------------------------------------------------------------------------------------------------------------- | ---------- | ------- |
+| `replicas`         | Number of Qdrant replicas. Cluster mode is automatically enabled when replicas > 1.                                              | `int`      | `1`     |
+| `resources`        | Explicit CPU and memory configuration for each Qdrant replica. When omitted, the preset defined in `resourcesPreset` is applied. | `object`   | `{}`    |
+| `resources.cpu`    | CPU available to each replica.                                                                                                   | `quantity` | `""`    |
+| `resources.memory` | Memory (RAM) available to each replica.                                                                                          | `quantity` | `""`    |
+| `resourcesPreset`  | Default sizing preset used when `resources` is omitted.                                                                          | `string`   | `small` |
+| `size`             | Persistent Volume Claim size available for vector data storage.                                                                  | `quantity` | `10Gi`  |
+| `storageClass`     | StorageClass used to store the data.                                                                                             | `string`   | `""`    |
+| `external`         | Enable external access from outside the cluster.                                                                                 | `bool`     | `false` |
+
+
+## Parameter examples and reference
+
+### resources and resourcesPreset
+
+`resources` sets explicit CPU and memory configurations for each replica.
+When left empty, the preset defined in `resourcesPreset` is applied.
+
+```yaml
+resources:
+  cpu: 4000m
+  memory: 4Gi
+```
+
+`resourcesPreset` sets named CPU and memory configurations for each replica.
+This setting is ignored if the corresponding `resources` value is set.
+
+| Preset name | CPU    | memory  |
+|-------------|--------|---------|
+| `nano`      | `250m` | `128Mi` |
+| `micro`     | `500m` | `256Mi` |
+| `small`     | `1`    | `512Mi` |
+| `medium`    | `1`    | `1Gi`   |
+| `large`     | `2`    | `2Gi`   |
+| `xlarge`    | `4`    | `4Gi`   |
+| `2xlarge`   | `8`    | `8Gi`   |
--- a/packages/apps/qdrant/charts/cozy-lib
+++ b/packages/apps/qdrant/charts/cozy-lib
@ -0,0 +1 @@
+../../../library/cozy-lib
--- a/packages/apps/qdrant/logos/qdrant.svg
+++ b/packages/apps/qdrant/logos/qdrant.svg
@ -0,0 +1,20 @@
+<svg width="144" height="144" viewBox="0 0 144 144" fill="none" xmlns="http://www.w3.org/2000/svg">
+<rect width="144" height="144" rx="24" fill="url(#paint0_linear)"/>
+<g transform="translate(22, 22) scale(0.58)">
+  <polygon fill="#dc244c" points="86.6 0 0 50 0 150 86.6 200 119.08 181.25 119.08 143.75 86.6 162.5 32.48 131.25 32.48 68.75 86.6 37.5 140.73 68.75 140.73 193.75 173.21 175 173.21 50 86.6 0"/>
+  <polygon fill="#dc244c" points="54.13 81.25 54.13 118.75 86.6 137.5 119.08 118.75 119.08 81.25 86.6 62.5 54.13 81.25"/>
+  <polygon fill="#9e0d38" points="119.08 143.75 119.08 181.25 86.6 200 86.6 162.5 119.08 143.75"/>
+  <polygon fill="#9e0d38" points="173.21 50 173.21 175 140.73 193.75 140.73 68.75 173.21 50"/>
+  <polygon fill="#ff516b" points="173.21 50 140.73 68.75 86.6 37.5 32.48 68.75 0 50 86.6 0 173.21 50"/>
+  <polygon fill="#dc244c" points="86.6 162.5 86.6 200 0 150 0 50 32.48 68.75 32.48 131.25 86.6 162.5"/>
+  <polygon fill="#ff516b" points="119.08 81.25 86.6 100 54.13 81.25 86.6 62.5 119.08 81.25"/>
+  <polygon fill="#dc244c" points="86.6 100 86.6 137.5 54.13 118.75 54.13 81.25 86.6 100"/>
+  <polygon fill="#9e0d38" points="119.08 81.25 119.08 118.75 86.6 137.5 86.6 100 119.08 81.25"/>
+</g>
+<defs>
+<linearGradient id="paint0_linear" x1="189" y1="210.5" x2="0" y2="0" gradientUnits="userSpaceOnUse">
+<stop stop-color="#5c0520"/>
+<stop offset="1" stop-color="#ffd0d8"/>
+</linearGradient>
+</defs>
+</svg>
--- a/packages/apps/qdrant/templates/dashboard-resourcemap.yaml
+++ b/packages/apps/qdrant/templates/dashboard-resourcemap.yaml
@ -0,0 +1,51 @@
+apiVersion: rbac.authorization.k8s.io/v1
+kind: Role
+metadata:
+  name: {{ .Release.Name }}-dashboard-resources
+rules:
+- apiGroups:
+  - ""
+  resources:
+  - services
+  resourceNames:
+  - {{ .Release.Name }}
+  - {{ .Release.Name }}-headless
+  verbs: ["get", "list", "watch"]
+- apiGroups:
+  - ""
+  resources:
+  - secrets
+  resourceNames:
+  - {{ .Release.Name }}-apikey
+  verbs: ["get", "list", "watch"]
+- apiGroups:
+  - cozystack.io
+  resources:
+  - workloadmonitors
+  resourceNames:
+  - {{ .Release.Name }}
+  verbs: ["get", "list", "watch"]
+---
+kind: RoleBinding
+apiVersion: rbac.authorization.k8s.io/v1
+metadata:
+  name: {{ .Release.Name }}-dashboard-resources
+subjects:
+{{ include "cozy-lib.rbac.subjectsForTenantAndAccessLevel" (list "use" .Release.Namespace) }}
+roleRef:
+  kind: Role
+  name: {{ .Release.Name }}-dashboard-resources
+  apiGroup: rbac.authorization.k8s.io
+---
+apiVersion: cozystack.io/v1alpha1
+kind: WorkloadMonitor
+metadata:
+  name: {{ .Release.Name }}
+spec:
+  minReplicas: 1
+  replicas: {{ .Values.replicas }}
+  kind: qdrant
+  type: qdrant
+  selector:
+    app.kubernetes.io/instance: {{ .Release.Name }}-system
+  version: {{ .Chart.Version }}
--- a/packages/apps/qdrant/templates/qdrant.yaml
+++ b/packages/apps/qdrant/templates/qdrant.yaml
@ -0,0 +1,43 @@
+apiVersion: helm.toolkit.fluxcd.io/v2
+kind: HelmRelease
+metadata:
+  name: {{ .Release.Name }}-system
+  labels:
+    sharding.fluxcd.io/key: tenants
+spec:
+  chartRef:
+    kind: ExternalArtifact
+    name: cozystack-qdrant-application-default-qdrant-system
+    namespace: cozy-system
+  interval: 5m
+  timeout: 10m
+  install:
+    remediation:
+      retries: -1
+  upgrade:
+    force: true
+    remediation:
+      retries: -1
+  valuesFrom:
+  - kind: Secret
+    name: cozystack-values
+  values:
+    qdrant:
+      fullnameOverride: {{ .Release.Name }}
+      replicaCount: {{ .Values.replicas }}
+      resources: {{- include "cozy-lib.resources.defaultingSanitize" (list .Values.resourcesPreset .Values.resources $) | nindent 8 }}
+      apiKey: true
+      livenessProbe:
+        enabled: true
+      persistence:
+        size: {{ .Values.size }}
+        {{- with .Values.storageClass }}
+        storageClassName: {{ . }}
+        {{- end }}
+      metrics:
+        serviceMonitor:
+          enabled: true
+      {{- if .Values.external }}
+      service:
+        type: LoadBalancer
+      {{- end }}
--- a/packages/apps/qdrant/values.schema.json
+++ b/packages/apps/qdrant/values.schema.json
@ -0,0 +1,82 @@
+{
+  "title": "Chart Values",
+  "type": "object",
+  "properties": {
+    "external": {
+      "description": "Enable external access from outside the cluster.",
+      "type": "boolean",
+      "default": false
+    },
+    "replicas": {
+      "description": "Number of Qdrant replicas. Cluster mode is automatically enabled when replicas \u003e 1.",
+      "type": "integer",
+      "default": 1
+    },
+    "resources": {
+      "description": "Explicit CPU and memory configuration for each Qdrant replica. When omitted, the preset defined in `resourcesPreset` is applied.",
+      "type": "object",
+      "default": {},
+      "properties": {
+        "cpu": {
+          "description": "CPU available to each replica.",
+          "pattern": "^(\\+|-)?(([0-9]+(\\.[0-9]*)?)|(\\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\\+|-)?(([0-9]+(\\.[0-9]*)?)|(\\.[0-9]+))))?$",
+          "anyOf": [
+            {
+              "type": "integer"
+            },
+            {
+              "type": "string"
+            }
+          ],
+          "x-kubernetes-int-or-string": true
+        },
+        "memory": {
+          "description": "Memory (RAM) available to each replica.",
+          "pattern": "^(\\+|-)?(([0-9]+(\\.[0-9]*)?)|(\\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\\+|-)?(([0-9]+(\\.[0-9]*)?)|(\\.[0-9]+))))?$",
+          "anyOf": [
+            {
+              "type": "integer"
+            },
+            {
+              "type": "string"
+            }
+          ],
+          "x-kubernetes-int-or-string": true
+        }
+      }
+    },
+    "resourcesPreset": {
+      "description": "Default sizing preset used when `resources` is omitted.",
+      "type": "string",
+      "default": "small",
+      "enum": [
+        "nano",
+        "micro",
+        "small",
+        "medium",
+        "large",
+        "xlarge",
+        "2xlarge"
+      ]
+    },
+    "size": {
+      "description": "Persistent Volume Claim size available for vector data storage.",
+      "default": "10Gi",
+      "pattern": "^(\\+|-)?(([0-9]+(\\.[0-9]*)?)|(\\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\\+|-)?(([0-9]+(\\.[0-9]*)?)|(\\.[0-9]+))))?$",
+      "anyOf": [
+        {
+          "type": "integer"
+        },
+        {
+          "type": "string"
+        }
+      ],
+      "x-kubernetes-int-or-string": true
+    },
+    "storageClass": {
+      "description": "StorageClass used to store the data.",
+      "type": "string",
+      "default": ""
+    }
+  }
+}
--- a/packages/apps/qdrant/values.yaml
+++ b/packages/apps/qdrant/values.yaml
@ -0,0 +1,34 @@
+##
+## @section Common parameters
+##
+
+## @typedef {struct} Resources - Explicit CPU and memory configuration for each Qdrant replica.
+## @field {quantity} [cpu] - CPU available to each replica.
+## @field {quantity} [memory] - Memory (RAM) available to each replica.
+
+## @enum {string} ResourcesPreset - Default sizing preset.
+## @value nano
+## @value micro
+## @value small
+## @value medium
+## @value large
+## @value xlarge
+## @value 2xlarge
+
+## @param {int} replicas - Number of Qdrant replicas. Cluster mode is automatically enabled when replicas > 1.
+replicas: 1
+
+## @param {Resources} [resources] - Explicit CPU and memory configuration for each Qdrant replica. When omitted, the preset defined in `resourcesPreset` is applied.
+resources: {}
+
+## @param {ResourcesPreset} resourcesPreset="small" - Default sizing preset used when `resources` is omitted.
+resourcesPreset: "small"
+
+## @param {quantity} size - Persistent Volume Claim size available for vector data storage.
+size: 10Gi
+
+## @param {string} storageClass - StorageClass used to store the data.
+storageClass: ""
+
+## @param {bool} external - Enable external access from outside the cluster.
+external: false
--- a/packages/system/qdrant-rd/Chart.yaml
+++ b/packages/system/qdrant-rd/Chart.yaml
@ -0,0 +1,3 @@
+apiVersion: v2
+name: qdrant-rd
+version: 0.0.0 # Placeholder, the actual version will be automatically set during the build process
--- a/packages/system/qdrant-rd/Makefile
+++ b/packages/system/qdrant-rd/Makefile
@ -0,0 +1,4 @@
+export NAME=qdrant-rd
+export NAMESPACE=cozy-system
+
+include ../../../hack/package.mk
--- a/packages/system/qdrant-rd/cozyrds/qdrant.yaml
+++ b/packages/system/qdrant-rd/cozyrds/qdrant.yaml
@ -0,0 +1,41 @@
+apiVersion: cozystack.io/v1alpha1
+kind: ApplicationDefinition
+metadata:
+  name: qdrant
+spec:
+  application:
+    kind: Qdrant
+    plural: qdrants
+    singular: qdrant
+    openAPISchema: |-
+      {"title":"Chart Values","type":"object","properties":{"external":{"description":"Enable external access from outside the cluster.","type":"boolean","default":false},"replicas":{"description":"Number of Qdrant replicas. Cluster mode is automatically enabled when replicas > 1.","type":"integer","default":1},"resources":{"description":"Explicit CPU and memory configuration for each Qdrant replica. When omitted, the preset defined in `resourcesPreset` is applied.","type":"object","default":{},"properties":{"cpu":{"description":"CPU available to each replica.","pattern":"^(\\+|-)?(([0-9]+(\\.[0-9]*)?)|(\\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\\+|-)?(([0-9]+(\\.[0-9]*)?)|(\\.[0-9]+))))?$","anyOf":[{"type":"integer"},{"type":"string"}],"x-kubernetes-int-or-string":true},"memory":{"description":"Memory (RAM) available to each replica.","pattern":"^(\\+|-)?(([0-9]+(\\.[0-9]*)?)|(\\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\\+|-)?(([0-9]+(\\.[0-9]*)?)|(\\.[0-9]+))))?$","anyOf":[{"type":"integer"},{"type":"string"}],"x-kubernetes-int-or-string":true}}},"resourcesPreset":{"description":"Default sizing preset used when `resources` is omitted.","type":"string","default":"small","enum":["nano","micro","small","medium","large","xlarge","2xlarge"]},"size":{"description":"Persistent Volume Claim size available for vector data storage.","default":"10Gi","pattern":"^(\\+|-)?(([0-9]+(\\.[0-9]*)?)|(\\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\\+|-)?(([0-9]+(\\.[0-9]*)?)|(\\.[0-9]+))))?$","anyOf":[{"type":"integer"},{"type":"string"}],"x-kubernetes-int-or-string":true},"storageClass":{"description":"StorageClass used to store the data.","type":"string","default":""}}}
+  release:
+    prefix: qdrant-
+    labels:
+      sharding.fluxcd.io/key: tenants
+    chartRef:
+      kind: ExternalArtifact
+      name: cozystack-qdrant-application-default-qdrant
+      namespace: cozy-system
+  dashboard:
+    description: Managed Qdrant vector database service
+    icon: 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
+    category: PaaS
+    singular: Qdrant
+    plural: Qdrant
+    tags:
+      - vector-database
+      - ai
+      - ml
+    keysOrder: [["apiVersion"], ["appVersion"], ["kind"], ["metadata"], ["metadata", "name"], ["spec", "replicas"], ["spec", "resources"], ["spec", "resourcesPreset"], ["spec", "size"], ["spec", "storageClass"], ["spec", "external"]]
+  secrets:
+    exclude: []
+    include:
+      - resourceNames:
+          - qdrant-{{ .name }}-apikey
+  services:
+    exclude: []
+    include:
+      - resourceNames:
+          - qdrant-{{ .name }}
+          - qdrant-{{ .name }}-headless
--- a/packages/system/qdrant-rd/templates/cozyrd.yaml
+++ b/packages/system/qdrant-rd/templates/cozyrd.yaml
@ -0,0 +1,4 @@
+{{- range $path, $_ := .Files.Glob "cozyrds/*" }}
+---
+{{ $.Files.Get $path }}
+{{- end }}
--- a/packages/system/qdrant-rd/values.yaml
+++ b/packages/system/qdrant-rd/values.yaml
@ -0,0 +1 @@
+{}
--- a/packages/system/qdrant/Chart.yaml
+++ b/packages/system/qdrant/Chart.yaml
@ -0,0 +1,3 @@
+apiVersion: v2
+name: cozy-qdrant
+version: 0.0.0 # Placeholder, the actual version will be automatically set during the build process
--- a/packages/system/qdrant/Makefile
+++ b/packages/system/qdrant/Makefile
@ -0,0 +1,7 @@
+include ../../../hack/package.mk
+
+update:
+	rm -rf charts
+	helm repo add qdrant https://qdrant.github.io/qdrant-helm
+	helm repo update qdrant
+	helm pull qdrant/qdrant --untar --untardir charts
--- a/packages/system/qdrant/charts/qdrant/.helmignore
+++ b/packages/system/qdrant/charts/qdrant/.helmignore
@ -0,0 +1,2 @@
+.git
+.github
--- a/packages/system/qdrant/charts/qdrant/CHANGELOG.md
+++ b/packages/system/qdrant/charts/qdrant/CHANGELOG.md
@ -0,0 +1,8 @@
+# Changelog
+
+## [qdrant-1.16.3](https://github.com/qdrant/qdrant-helm/tree/qdrant-1.16.3) (2025-12-19)
+
+- Update Qdrant to v1.16.3
+- Add support for global additional labels [#424](https://github.com/qdrant/qdrant-helm/pull/424)
+- Add support for setting persistent volume claim labels [#418](https://github.com/qdrant/qdrant-helm/pull/418)
+- Add the ability to set minReadySecond [#417](https://github.com/qdrant/qdrant-helm/pull/417)
--- a/packages/system/qdrant/charts/qdrant/Chart.yaml
+++ b/packages/system/qdrant/charts/qdrant/Chart.yaml
@ -0,0 +1,37 @@
+annotations:
+  artifacthub.io/category: database
+  artifacthub.io/changes: |
+    - kind: added
+      description: Update Qdrant to v1.16.3
+    - kind: added
+      description: Add support for global additional labels
+      links:
+        - name: GitHub Pull Request
+          url: https://github.com/qdrant/qdrant-helm/pull/424
+    - kind: added
+      description: Add support for setting persistent volume claim labels
+      links:
+        - name: GitHub Pull Request
+          url: https://github.com/qdrant/qdrant-helm/pull/418
+    - kind: fixed
+      description: Add the ability to set minReadySecond
+      links:
+        - name: GitHub Pull Request
+          url: https://github.com/qdrant/qdrant-helm/pull/417
+apiVersion: v2
+appVersion: v1.16.3
+description: Qdrant - Vector Database for the next generation of AI applications.
+home: https://qdrant.tech
+icon: https://qdrant.github.io/qdrant-helm/logo_with_text.svg
+keywords:
+- vector database
+maintainers:
+- email: info@qdrant.com
+  name: qdrant
+  url: https://github.com/qdrant
+name: qdrant
+sources:
+- https://github.com/qdrant/qdrant
+- https://github.com/qdrant/qdrant-helm
+type: application
+version: 1.16.3
--- a/packages/system/qdrant/charts/qdrant/LICENSE
+++ b/packages/system/qdrant/charts/qdrant/LICENSE
@ -0,0 +1,201 @@
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--- a/packages/system/qdrant/charts/qdrant/README.md
+++ b/packages/system/qdrant/charts/qdrant/README.md
@ -0,0 +1,157 @@
+# Qdrant helm chart
+
+[Qdrant documentation](https://qdrant.tech/documentation/)
+
+## TLDR
+
+```bash
+helm repo add qdrant https://qdrant.github.io/qdrant-helm
+helm repo update
+helm upgrade -i your-qdrant-installation-name qdrant/qdrant
+```
+
+## Description
+
+This chart installs and bootstraps a Qdrant instance.
+
+## Prerequisites
+
+- Kubernetes v1.24+ (as you need grpc probe)
+- Helm
+- PV provisioner (by the infrastructure)
+
+## Installation & Setup
+
+You can install the chart from source via:
+
+```bash
+helm upgrade -i your-qdrant-installation-name charts/qdrant
+```
+
+Uninstall via:
+
+```bash
+helm uninstall your-qdrant-installation-name
+```
+
+Delete the volume with
+
+```bash
+kubectl delete pvc -l app.kubernetes.io/instance=your-qdrant-installation-name
+```
+
+## Configuration
+
+For documentation of the settings please refer to [Qdrant Configuration File](https://github.com/qdrant/qdrant/blob/master/config/config.yaml)
+All of these configuration options could be overwritten under config in `values.yaml`.
+A modification example is provided there.
+
+### Overrides
+
+You can override any value in the Qdrant configuration by setting the Helm values under the key `config`. Those settings get included verbatim in a file called `config/production.yml` which is explained further here [Qdrant Order and Priority](https://qdrant.tech/documentation/guides/configuration/#order-and-priority) as well as an [example](https://github.com/qdrant/qdrant-helm/blob/b0bb6fc6d3eb9c0813c79bb5a78dc21aebc2b81d/charts/qdrant/values.yaml#L140).
+
+### Distributed setup
+
+Running a distributed cluster just needs a few changes in your `values.yaml` file.
+Increase the number of replicas to the desired number of nodes and set `config.cluster.enabled` to true.
+
+Depending on your environment or cloud provider you might need to change the service in the `values.yaml` as well.
+For example on AWS EKS you would need to change the `cluster.type` to `NodePort`.
+
+## Updating StatefulSets
+
+This Helm chart uses a Kubernetes [StatefulSet](https://kubernetes.io/docs/concepts/workloads/controllers/statefulset/) to manage your Qdrant cluster. StatefulSets have many fields that are immutable, meaning that you cannot change these fields without deleting and recreating the StatefulSet. If you try to change these fields, you will get an error like this:
+
+```
+Error: UPGRADE FAILED: cannot patch "qdrant" with kind StatefulSet: StatefulSet.apps "qdrant" is invalid: spec: Forbidden: updates to statefulset spec for fields other than 'replicas', 'ordinals', 'template', 'updateStrategy', 'persistentVolumeClaimRetentionPolicy' and 'minReadySeconds' are forbidden
+```
+
+If you need to change any immutable field, the process is described below, using the most common example of expanding a PVC volume.
+
+1. Delete the StatefulSet while leaving the Pods running:
+
+    ```bash
+    kubectl delete statefulset --cascade=orphan qdrant
+    ```
+
+2. Manually edit all PersistentVolumeClaims to increase their sizes:
+
+    ```bash
+    # For each PersistentVolumeClaim:
+    kubectl edit pvc qdrant-storage-qdrant-0
+    ```
+
+3. Update your Helm values to match the new PVC size.
+4. Reinstall the Helm chart using your updated values:
+
+    ```bash
+    helm upgrade --install qdrant qdrant/qdrant -f my-values.yaml
+    ```
+
+Some storage providers allow resizing volumes in-place, but most require a pod restart before the new size will take effect:
+
+```bash
+kubectl rollout restart statefulset qdrant
+```
+
+### Immutable Pod fields
+
+In addition to immutable fields on StatefulSets, Pods also have some fields which are immutable, which means the above method may not work for some changes, such as setting `snapshotPersistence.enabled: true`. In that case, after following the above method, you'll see an error like this when you `kubectl describe` your StatefulSet:
+
+```
+pod updates may not change fields other than `spec.containers[*].image`,
+`spec.initContainers[*].image`,`spec.activeDeadlineSeconds`,
+`spec.tolerations` (only additions to existing tolerations),
+`spec.terminationGracePeriodSeconds` (allow it to be set to 1 if it was previously negative)
+```
+
+To fix this, you must manually delete all of your Qdrant pods, starting with node-0. This will cause your cluster to go down, but will allow the StatefulSet to recreate your Pods with the correct configuration.
+
+## Restoring from Snapshots
+
+This helm chart allows you to restore a snapshot into your Qdrant cluster either from an internal or external PersistentVolumeClaim.
+
+### Restoring from the built-in PVC
+
+If you have set `snapshotPersistence.enabled: true` (recommended for production), this helm chart will create a separate PersistentVolume for snapshots, and any snapshots you create will be stored in that PersistentVolume.
+
+To restore from one of these snapshots, set the following values:
+
+```yaml
+snapshotRestoration:
+  enabled: true
+  # Set blank to indicate we are not using an external PVC
+  pvcName: ""
+  snapshots:
+  - /qdrant/snapshots/<collection_name>/<filename>/:<collection_name>
+```
+
+And run "helm upgrade". This will restart your cluster and restore the specified collection from the snapshot. Qdrant will refuse to overwrite an existing collection, so ensure the collection is deleted before restoring.
+
+After the snapshot is restored, remove the above values and run "helm upgrade" again to trigger another rolling restart. Otherwise, the snapshot restore will be attempted again if your cluster ever restarts.
+
+### Restoring from an external PVC
+
+If you wish to restore from an externally-created snapshot, using the API is recommended: https://qdrant.github.io/qdrant/redoc/index.html#tag/collections/operation/recover_from_uploaded_snapshot
+
+If the file is too large, you can separately create a PersistentVolumeClaim, store your data in there, and refer to this separate PersistentVolumeClaim in this helm chart.
+
+Once you have created this PersistentVolumeClaim (must be in the same namespace as your Qdrant cluster), set the following values:
+
+```yml
+snapshotRestoration:
+  enabled: true
+  pvcName: "<the name of your PVC>"
+  snapshots:
+  - /qdrant/snapshots/<collection_name>/<filename>/:<collection_name>
+```
+
+And run "helm upgrade". This will restart your cluster and restore the specified collection from the snapshot. Qdrant will refuse to overwrite an existing collection, so ensure the collection is deleted before restoring.
+
+After the snapshot is restored, remove the above values and run "helm upgrade" again to trigger another rolling restart. Otherwise, the snapshot restore will be attempted again if your cluster ever restarts.
+
+## Metrics endpoints
+
+Metrics are available through rest api (default port set to 6333) at `/metrics`
+
+Refer to [qdrant metrics configuration](https://qdrant.tech/documentation/telemetry/#metrics) for more information.
--- a/packages/system/qdrant/charts/qdrant/templates/NOTES.txt
+++ b/packages/system/qdrant/charts/qdrant/templates/NOTES.txt
@ -0,0 +1,24 @@
+Qdrant {{ .Chart.AppVersion }} has been deployed successfully.
+
+The full Qdrant documentation is available at https://qdrant.tech/documentation/.
+
+To forward Qdrant's ports execute one of the following commands:
+  export POD_NAME=$(kubectl get pods --namespace {{ $.Release.Namespace }} -l "app.kubernetes.io/name={{ include "qdrant.name" . }},app.kubernetes.io/instance={{ $.Release.Name }}" -o jsonpath="{.items[0].metadata.name}")
+
+{{- if contains "ClusterIP" .Values.service.type }}
+  {{- range .Values.service.ports }}
+
+If you want to use Qdrant via {{ .name }} execute the following commands
+  kubectl --namespace {{ $.Release.Namespace }} port-forward $POD_NAME {{ .targetPort }}:{{ .targetPort }}
+  {{- end }}
+{{- end }}
+
+{{- if .Values.ingress.enabled }}
+
+If you want to access Qdrant through the ingress controller
+{{- range $host := .Values.ingress.hosts }}
+  {{- range .paths }}
+  http{{ if $.Values.ingress.tls }}s{{ end }}://{{ $host.host }}{{ .path }}
+  {{- end }}
+{{- end }}
+{{- end }}
--- a/packages/system/qdrant/charts/qdrant/templates/_helpers.tpl
+++ b/packages/system/qdrant/charts/qdrant/templates/_helpers.tpl
@ -0,0 +1,145 @@
+{{/*
+Expand the name of the chart.
+*/}}
+{{- define "qdrant.name" -}}
+{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" }}
+{{- end }}
+
+{{/*
+Create a default fully qualified app name.
+We truncate at 63 chars because some Kubernetes name fields are limited to this (by the DNS naming spec).
+If release name contains chart name it will be used as a full name.
+*/}}
+{{- define "qdrant.fullname" -}}
+{{- if .Values.fullnameOverride }}
+{{- .Values.fullnameOverride | trunc 63 | trimSuffix "-" }}
+{{- else }}
+{{- $name := default .Chart.Name .Values.nameOverride }}
+{{- if contains $name .Release.Name }}
+{{- .Release.Name | trunc 63 | trimSuffix "-" }}
+{{- else }}
+{{- printf "%s-%s" .Release.Name $name | trunc 63 | trimSuffix "-" }}
+{{- end }}
+{{- end }}
+{{- end }}
+
+{{/*
+Create chart name and version as used by the chart label.
+*/}}
+{{- define "qdrant.chart" -}}
+{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" }}
+{{- end }}
+
+{{/*
+Common labels
+*/}}
+{{- define "qdrant.labels" -}}
+helm.sh/chart: {{ include "qdrant.chart" . }}
+{{ include "qdrant.selectorLabels" . }}
+{{- if .Chart.AppVersion }}
+app.kubernetes.io/version: {{ .Chart.AppVersion | quote }}
+{{- end }}
+app.kubernetes.io/managed-by: {{ .Release.Service }}
+{{- end }}
+
+{{/*
+Selector labels
+*/}}
+{{- define "qdrant.selectorLabels" -}}
+app: {{ include "qdrant.name" . }}
+app.kubernetes.io/name: {{ include "qdrant.name" . }}
+app.kubernetes.io/instance: {{ .Release.Name }}
+{{- end }}
+
+{{/*
+Additional (global) labels
+*/}}
+{{- define "qdrant.additionalLabels" -}}
+{{- with .Values.additionalLabels }}
+{{- range $key, $value := . }}
+{{ $key }}: {{ $value | quote }}
+{{- end }}
+{{- end }}
+{{- end }}
+
+{{/*
+Create the name of the service account to use
+*/}}
+{{- define "qdrant.serviceAccountName" -}}
+{{- if .Values.serviceAccount.create }}
+{{- default (include "qdrant.fullname" .) .Values.serviceAccount.name }}
+{{- else }}
+{{- default "default" .Values.serviceAccount.name }}
+{{- end }}
+{{- end }}
+
+{{/*
+Create secret
+*/}}
+{{- define "qdrant.secret" -}}
+{{- $readOnlyApiKey := false }}
+{{- $apiKey := false }}
+{{- if kindIs "map" .Values.apiKey -}}
+{{- if .Values.apiKey.valueFrom -}}
+{{- /* Retrieve the value from the secret as specified in valueFrom */ -}}
+{{- $secretName := .Values.apiKey.valueFrom.secretKeyRef.name -}}
+{{- $secretKey := .Values.apiKey.valueFrom.secretKeyRef.key -}}
+{{- $secretObj := (lookup "v1" "Secret" .Release.Namespace $secretName) | default dict -}}
+{{- $secretData := (get $secretObj "data") | default dict -}}
+{{- $apiKey = (get $secretData $secretKey | b64dec) -}}
+{{- end -}}
+{{- else if .Values.apiKey | toJson | eq "true" -}}
+{{- /* Retrieve existing randomly generated api key or create a new one */ -}}
+{{- $secretObj := (lookup "v1" "Secret" .Release.Namespace (printf "%s-apikey" (include "qdrant.fullname" . ))) | default dict -}}
+{{- $secretData := (get $secretObj "data") | default dict -}}
+{{- $apiKey = (get $secretData "api-key" | b64dec) | default (randAlphaNum 32) -}}
+{{- else if .Values.apiKey -}}
+{{- $apiKey = .Values.apiKey -}}
+{{- end -}}
+{{- if kindIs "map" .Values.readOnlyApiKey -}}
+{{- if .Values.readOnlyApiKey.valueFrom -}}
+{{- /* Retrieve the value from the secret as specified in valueFrom */ -}}
+{{- $secretName := .Values.readOnlyApiKey.valueFrom.secretKeyRef.name -}}
+{{- $secretKey := .Values.readOnlyApiKey.valueFrom.secretKeyRef.key -}}
+{{- $secretObj := (lookup "v1" "Secret" .Release.Namespace $secretName) | default dict -}}
+{{- $secretData := (get $secretObj "data") | default dict -}}
+{{- $readOnlyApiKey = (get $secretData $secretKey | b64dec) -}}
+{{- end -}}
+{{- else if eq (.Values.readOnlyApiKey | toJson) "true" -}}
+{{- /* retrieve existing randomly generated api key or create new one */ -}}
+{{- $secretObj := (lookup "v1" "Secret" .Release.Namespace (printf "%s-apikey" (include "qdrant.fullname" . ))) | default dict -}}
+{{- $secretData := (get $secretObj "data") | default dict -}}
+{{- $readOnlyApiKey = (get $secretData "read-only-api-key" | b64dec) | default (randAlphaNum 32) -}}
+{{- else if .Values.readOnlyApiKey -}}
+{{- $readOnlyApiKey = .Values.readOnlyApiKey -}}
+{{- end -}}
+{{- if and $apiKey $readOnlyApiKey -}}
+api-key: {{ $apiKey | b64enc }}
+read-only-api-key: {{ $readOnlyApiKey | b64enc }}
+local.yaml: {{ printf "service:\n  api_key: %s\n  read_only_api_key: %s" $apiKey $readOnlyApiKey | b64enc }}
+{{- else if $apiKey -}}
+api-key: {{ $apiKey | b64enc }}
+local.yaml: {{ printf "service:\n  api_key: %s" $apiKey | b64enc }}
+{{- else if $readOnlyApiKey -}}
+read-only-api-key: {{ $readOnlyApiKey | b64enc }}
+local.yaml: {{ printf "service:\n  read_only_api_key: %s" $readOnlyApiKey | b64enc }}
+{{- end -}}
+{{- end -}}
+
+{{/*
+Protocol to use for inter cluster communication
+*/}}
+{{- define "qdrant.p2p.protocol" -}}
+{{ if eq (.Values.config.cluster.p2p.enable_tls | toJson) "true" -}}
+https
+{{- else -}}
+http
+{{- end -}}
+{{- end -}}
+
+{{/*
+Port to use for inter cluster communication
+*/}}
+{{- define "qdrant.p2p.port" -}}
+{{- default 6335 .Values.config.cluster.p2p.port -}}
+{{- end -}}
--- a/packages/system/qdrant/charts/qdrant/templates/configmap.yaml
+++ b/packages/system/qdrant/charts/qdrant/templates/configmap.yaml
@ -0,0 +1,33 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: {{ include "qdrant.fullname" . }}
+  labels:
+    {{- include "qdrant.labels" . | nindent 4 }}
+    {{- include "qdrant.additionalLabels" . | nindent 4 }}
+{{- with .Values.additionalAnnotations }}
+  annotations:
+    {{- toYaml . | nindent 4 }}
+{{- end }}
+data:
+  initialize.sh: |
+    #!/bin/sh
+    echo "Soft limits"
+    ulimit -a -S
+    echo "Hard limits"
+    ulimit -a -H
+    ulimit -n $(ulimit -Hn)
+    SET_INDEX=${HOSTNAME##*-}
+    {{- if and (.Values.snapshotRestoration.enabled) (eq (.Values.replicaCount | quote)  (1 | quote)) }}
+    echo "Starting initializing for pod $SET_INDEX and snapshots restoration"
+    exec ./entrypoint.sh --uri '{{ include "qdrant.p2p.protocol" . }}://{{ include "qdrant.fullname" . }}-0.{{ include "qdrant.fullname" . }}-headless:{{ include "qdrant.p2p.port" . }}' {{ range .Values.snapshotRestoration.snapshots }} --snapshot {{ . }} {{ end }}
+    {{- else }}
+    echo "Starting initializing for pod $SET_INDEX"
+    if [ "$SET_INDEX" = "0" ]; then
+      exec ./entrypoint.sh --uri '{{ include "qdrant.p2p.protocol" . }}://{{ include "qdrant.fullname" . }}-0.{{ include "qdrant.fullname" . }}-headless:{{ include "qdrant.p2p.port" . }}'
+    else
+      exec ./entrypoint.sh --bootstrap '{{ include "qdrant.p2p.protocol" . }}://{{ include "qdrant.fullname" . }}-0.{{ include "qdrant.fullname" . }}-headless:{{ include "qdrant.p2p.port" . }}' --uri '{{ include "qdrant.p2p.protocol" . }}://{{ include "qdrant.fullname" . }}-'"$SET_INDEX"'.{{ include "qdrant.fullname" . }}-headless:{{ include "qdrant.p2p.port" . }}'
+    fi
+    {{ end }}
+  production.yaml: |
+    {{- tpl (toYaml .Values.config) . | nindent 4 }}
--- a/packages/system/qdrant/charts/qdrant/templates/ingress.yaml
+++ b/packages/system/qdrant/charts/qdrant/templates/ingress.yaml
@ -0,0 +1,53 @@
+{{- if .Values.ingress.enabled -}}
+apiVersion: networking.k8s.io/v1
+kind: Ingress
+metadata:
+  name: {{ include "qdrant.fullname" . }}
+  labels:
+    {{- include "qdrant.labels" . | nindent 4 }}
+    {{- include "qdrant.additionalLabels" . | nindent 4 }}
+    {{- with .Values.ingress.additionalLabels }}
+      {{- toYaml . | nindent 4 }}
+    {{- end }}
+{{- if or .Values.ingress.annotations .Values.additionalAnnotations }}
+  annotations:
+{{- with .Values.additionalAnnotations }}
+    {{- toYaml . | nindent 4 }}
+{{- end }}
+{{- with .Values.ingress.annotations }}
+    {{- toYaml . | nindent 4 }}
+{{- end }}
+{{- end }}
+spec:
+  {{- if .Values.ingress.ingressClassName }}
+  ingressClassName: {{ .Values.ingress.ingressClassName }}
+  {{- end }}
+  {{- with .Values.ingress.hosts }}
+  rules:
+    {{- range . }}
+    - host: {{ .host | quote }}
+      http:
+        paths:
+          {{- range .paths }}
+          - path: {{ .path | quote }}
+            pathType: {{ .pathType | default "Prefix" | quote }}
+            backend:
+              service:
+                name: {{ default .serviceName (include "qdrant.fullname" $) }}
+                port:
+                  number: {{ .servicePort }}
+          {{- end }}
+    {{- end }}
+  {{- end }}
+  {{- if .Values.ingress.tls }}
+  tls:
+    {{- range .Values.ingress.tls}}
+    - hosts:
+        {{- range .hosts }}
+        - {{ . | quote }}
+        {{- end }}
+      secretName: {{ .secretName | quote }}
+    {{- end }}
+  {{- end }}
+{{- end }}
+
--- a/packages/system/qdrant/charts/qdrant/templates/pdb.yaml
+++ b/packages/system/qdrant/charts/qdrant/templates/pdb.yaml
@ -0,0 +1,26 @@
+{{- if .Values.podDisruptionBudget.enabled }}
+apiVersion: policy/v1
+kind: PodDisruptionBudget
+metadata:
+  name: {{ include "qdrant.fullname" . }}
+  labels:
+    {{- include "qdrant.labels" . | nindent 4 }}
+    {{- include "qdrant.additionalLabels" . | nindent 4 }}
+{{- with .Values.additionalAnnotations }}
+  annotations:
+    {{- toYaml . | nindent 4 }}
+{{- end }}
+spec:
+  {{- with  .Values.podDisruptionBudget.maxUnavailable}}
+  maxUnavailable: {{ . }}
+  {{- end }}
+  {{- with  .Values.podDisruptionBudget.minAvailable }}
+  minAvailable: {{ . }}
+  {{- end }}
+  {{- with  .Values.podDisruptionBudget.unhealthyPodEvictionPolicy }}
+  unhealthyPodEvictionPolicy: {{ . }}
+  {{- end }}
+  selector:
+    matchLabels:
+      {{- include "qdrant.selectorLabels" . | nindent 6 }}
+{{- end }}
--- a/packages/system/qdrant/charts/qdrant/templates/secret.yaml
+++ b/packages/system/qdrant/charts/qdrant/templates/secret.yaml
@ -0,0 +1,15 @@
+{{- if or .Values.apiKey .Values.readOnlyApiKey }}
+apiVersion: v1
+kind: Secret
+metadata:
+  name: {{ include "qdrant.fullname" . }}-apikey
+  labels:
+    {{- include "qdrant.labels" . | nindent 4 }}
+    {{- include "qdrant.additionalLabels" . | nindent 4 }}
+{{- with .Values.additionalAnnotations }}
+  annotations:
+    {{- toYaml . | nindent 4 }}
+{{- end }}
+data:
+{{ include "qdrant.secret" . | indent 2}}
+{{- end }}
--- a/packages/system/qdrant/charts/qdrant/templates/service-headless.yaml
+++ b/packages/system/qdrant/charts/qdrant/templates/service-headless.yaml
@ -0,0 +1,35 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: {{ include "qdrant.fullname" . }}-headless
+  labels:
+    {{- include "qdrant.labels" . | nindent 4 }}
+    {{- include "qdrant.additionalLabels" . | nindent 4 }}
+    app.kubernetes.io/component: cluster-discovery
+{{- with .Values.service.additionalLabels }}
+{{- toYaml . | nindent 4 }}
+{{- end }}
+{{- if or .Values.service.annotations .Values.additionalAnnotations }}
+  annotations:
+{{- with .Values.additionalAnnotations }}
+    {{- toYaml . | nindent 4 }}
+{{- end }}
+{{- with .Values.service.annotations }}
+    {{- toYaml . | nindent 4 }}
+{{- end }}
+{{- end }}
+spec:
+  clusterIP: None
+  publishNotReadyAddresses: true
+  ports:
+    {{- range .Values.service.ports }}
+    - name: {{ .name }}
+      port: {{ .port }}
+      targetPort: {{ .targetPort }}
+      protocol: {{ .protocol | default "TCP" }}
+      {{- if .appProtocol }}
+      appProtocol: {{ .appProtocol }}
+      {{- end }}
+    {{- end }}
+  selector:
+    {{- include "qdrant.selectorLabels" . | nindent 4 }}
--- a/packages/system/qdrant/charts/qdrant/templates/service.yaml
+++ b/packages/system/qdrant/charts/qdrant/templates/service.yaml
@ -0,0 +1,39 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: {{ include "qdrant.fullname" . }}
+  labels:
+    {{- include "qdrant.labels" . | nindent 4 }}
+    {{- include "qdrant.additionalLabels" . | nindent 4 }}
+{{- with .Values.service.additionalLabels }}
+{{- toYaml . | nindent 4 }}
+{{- end }}
+{{- if or .Values.service.annotations .Values.additionalAnnotations }}
+  annotations:
+{{- with .Values.additionalAnnotations }}
+    {{- toYaml . | nindent 4 }}
+{{- end }}
+{{- with .Values.service.annotations }}
+    {{- toYaml . | nindent 4 }}
+{{- end }}
+{{- end }}
+spec:
+  type: {{ .Values.service.type | default "ClusterIP" }}
+  {{- if .Values.service.loadBalancerIP }}
+  loadBalancerIP: {{ .Values.service.loadBalancerIP }}
+  {{- end }}
+  ports:
+    {{- range .Values.service.ports }}
+    - name: {{ .name }}
+      port: {{ .port }}
+      targetPort: {{ .targetPort }}
+      {{- if and (or (eq $.Values.service.type "NodePort") (eq $.Values.service.type "LoadBalancer")) (not (empty .nodePort)) }}
+      nodePort: {{ .nodePort }}
+      {{- end }}
+      protocol: {{ .protocol | default "TCP" }}
+      {{- if .appProtocol }}
+      appProtocol: {{ .appProtocol }}
+      {{- end }}
+    {{- end }}
+  selector:
+    {{- include "qdrant.selectorLabels" . | nindent 4 }}
--- a/packages/system/qdrant/charts/qdrant/templates/serviceaccount.yaml
+++ b/packages/system/qdrant/charts/qdrant/templates/serviceaccount.yaml
@ -0,0 +1,16 @@
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: {{ include "qdrant.fullname" . }}
+{{- if or .Values.serviceAccount.annotations .Values.additionalAnnotations }}
+  annotations:
+{{- with .Values.additionalAnnotations }}
+    {{- toYaml . | nindent 4 }}
+{{- end }}
+{{- with .Values.serviceAccount.annotations }}
+    {{- toYaml . | nindent 4 }}
+{{- end }}
+{{- end }}
+  labels:
+    {{- include "qdrant.labels" . | nindent 4 }}
+    {{- include "qdrant.additionalLabels" . | nindent 4 }}
--- a/packages/system/qdrant/charts/qdrant/templates/servicemonitor.yaml
+++ b/packages/system/qdrant/charts/qdrant/templates/servicemonitor.yaml
@ -0,0 +1,52 @@
+{{- if .Values.metrics.serviceMonitor.enabled }}
+kind: ServiceMonitor
+apiVersion: monitoring.coreos.com/v1
+metadata:
+  labels:
+    {{- include "qdrant.labels" . | nindent 4 }}
+    {{- include "qdrant.additionalLabels" . | nindent 4 }}
+{{- with .Values.metrics.serviceMonitor.additionalLabels }}
+{{- toYaml . | nindent 4 }}
+{{- end }}
+  name: {{ include "qdrant.fullname" . }}
+{{- with .Values.additionalAnnotations }}
+  annotations:
+    {{- toYaml . | nindent 4 }}
+{{- end }}
+spec:
+  endpoints:
+    - honorLabels: true
+      interval: {{ .Values.metrics.serviceMonitor.scrapeInterval }}
+      path: {{ .Values.metrics.serviceMonitor.targetPath }}
+      port: {{ .Values.metrics.serviceMonitor.targetPort }}
+      scheme: http
+      scrapeTimeout: {{ .Values.metrics.serviceMonitor.scrapeTimeout }}
+{{- if .Values.metrics.serviceMonitor.metricRelabelings }}
+      metricRelabelings:
+{{ tpl (toYaml .Values.metrics.serviceMonitor.metricRelabelings | indent 8) . }}
+{{- end }}
+{{- if .Values.metrics.serviceMonitor.relabelings }}
+      relabelings:
+{{ tpl (toYaml .Values.metrics.serviceMonitor.relabelings | indent 8) . }}
+{{- end }}
+{{- if .Values.metrics.serviceMonitor.authorization }}
+      authorization:
+{{ tpl (toYaml .Values.metrics.serviceMonitor.authorization | indent 8) . }}
+{{- else if .Values.readOnlyApiKey }}
+      authorization:
+        type: Bearer
+        credentials:
+          name: {{ include "qdrant.fullname" . }}-apikey
+          key: read-only-api-key
+{{- else if .Values.apiKey }}
+      authorization:
+        type: Bearer
+        credentials:
+          name: {{ include "qdrant.fullname" . }}-apikey
+          key: api-key
+{{- end }}
+  selector:
+    matchLabels:
+      {{- include "qdrant.labels" . | nindent 6 }}
+      app.kubernetes.io/component: cluster-discovery
+{{- end }}
--- a/packages/system/qdrant/charts/qdrant/templates/statefulset.yaml
+++ b/packages/system/qdrant/charts/qdrant/templates/statefulset.yaml
@ -0,0 +1,312 @@
+apiVersion: apps/v1
+kind: StatefulSet
+metadata:
+  name: {{ include "qdrant.fullname" . }}
+  labels:
+    {{- include "qdrant.labels" . | nindent 4 }}
+    {{- include "qdrant.additionalLabels" . | nindent 4 }}
+{{- with .Values.additionalAnnotations }}
+  annotations:
+    {{- toYaml . | nindent 4 }}
+{{- end }}
+spec:
+  replicas: {{ .Values.replicaCount }}
+  podManagementPolicy: {{ .Values.podManagementPolicy }}
+  {{- if .Values.minReadySeconds }}
+  minReadySeconds: {{ .Values.minReadySeconds }}
+  {{- end }}
+  updateStrategy:
+    type: RollingUpdate
+    rollingUpdate:
+      partition: 0
+  selector:
+    matchLabels:
+      {{- include "qdrant.selectorLabels" . | nindent 6 }}
+  serviceName: {{ include "qdrant.fullname" . }}-headless
+  template:
+    metadata:
+      annotations:
+        checksum/config: {{ include (print $.Template.BasePath "/configmap.yaml") . | sha256sum }}
+      {{- if or .Values.apiKey .Values.readOnlyApiKey }}
+        checksum/secret: {{ include (print $.Template.BasePath "/secret.yaml") . | sha256sum }}
+      {{- end }}
+      {{- with .Values.podAnnotations }}
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      labels:
+        {{- include "qdrant.selectorLabels" . | nindent 8 }}
+        {{- include "qdrant.additionalLabels" . | nindent 8 }}
+        {{- with .Values.podLabels }}
+          {{- toYaml . | nindent 8 }}
+        {{- end }}
+    spec:
+      {{- with .Values.imagePullSecrets }}
+      imagePullSecrets:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      {{- if .Values.priorityClassName }}
+      priorityClassName: "{{ .Values.priorityClassName }}"
+      {{- end }}
+      {{- if .Values.shareProcessNamespace }}
+      shareProcessNamespace: {{ .Values.shareProcessNamespace }}
+      {{- end }}
+      initContainers:
+      {{- if and .Values.updateVolumeFsOwnership (not .Values.image.useUnprivilegedImage) }}
+      {{- if and .Values.containerSecurityContext .Values.containerSecurityContext.runAsUser }}
+      - name: ensure-dir-ownership
+        image: "{{ .Values.image.repository }}:{{ .Values.image.tag | default .Chart.AppVersion }}"
+        command:
+          - chown
+          - -R
+          - {{ int64 .Values.containerSecurityContext.runAsUser }}:{{ int64 .Values.podSecurityContext.fsGroup }}
+          - /qdrant/storage
+          - /qdrant/snapshots
+          {{- if and .Values.snapshotRestoration.enabled .Values.snapshotRestoration.pvcName }}
+          - {{ .Values.snapshotRestoration.mountPath }}
+          {{- end }}
+        volumeMounts:
+          - name: {{ .Values.persistence.storageVolumeName | default "qdrant-storage" }}
+            mountPath: /qdrant/storage
+            {{- if .Values.persistence.storageSubPath }}
+            subPath: "{{ .Values.persistence.storageSubPath }}"
+            {{- end }}
+          - name: {{ .Values.snapshotPersistence.snapshotsVolumeName | default "qdrant-snapshots" }}
+            mountPath: /qdrant/snapshots
+            {{- if .Values.snapshotPersistence.snapshotsSubPath }}
+            subPath: "{{ .Values.snapshotPersistence.snapshotsSubPath }}"
+            {{- end }}
+          {{- if and .Values.snapshotRestoration.enabled .Values.snapshotRestoration.pvcName }}
+          - name: qdrant-snapshot-restoration
+            mountPath: {{ .Values.snapshotRestoration.mountPath }}
+          {{- end }}
+      {{- end }}
+      {{- end }}
+      containers:
+        {{- if .Values.sidecarContainers -}}
+        {{- toYaml .Values.sidecarContainers | trim | nindent 8 }}
+        {{- end}}
+        - name: {{ .Chart.Name }}
+          image: "{{ .Values.image.repository }}:{{ .Values.image.tag | default .Chart.AppVersion }}{{ .Values.image.useUnprivilegedImage | ternary "-unprivileged" "" }}"
+          imagePullPolicy: {{ .Values.image.pullPolicy }}
+          env:
+            - name: QDRANT_INIT_FILE_PATH
+              value: /qdrant/init/.qdrant-initialized
+          {{- range .Values.env }}
+            - name: {{ .name }}
+              {{- if .valueFrom }}
+              valueFrom: {{- toYaml .valueFrom | nindent 16 }}
+              {{- else }}
+              value: {{ .value | quote }}
+              {{- end }}
+          {{- end }}
+          command: ["/bin/bash", "-c"]
+          {{- with .Values.args }}
+          args:
+            {{- toYaml . | nindent 10 }}
+          {{- end }}
+          ports:
+          {{- range .Values.service.ports }}
+            - name: {{ .name }}
+              containerPort: {{ .targetPort }}
+              protocol: {{ .protocol }}
+          {{- end }}
+
+          {{- $values := .Values -}}
+          {{- range .Values.service.ports }}
+          {{- if and $values.livenessProbe.enabled .checksEnabled }}
+          livenessProbe:
+            {{- if eq .name "grpc"}}
+            grpc:
+              port: {{ .targetPort }}
+            {{- end }}
+            {{- if eq .name "http"}}
+            httpGet:
+              path: /
+              port: {{ .targetPort }}
+              {{- if and $values.config.service $values.config.service.enable_tls }}
+              scheme: HTTPS
+              {{- end }}
+            {{- end }}
+            initialDelaySeconds: {{ $values.livenessProbe.initialDelaySeconds }}
+            timeoutSeconds: {{ $values.livenessProbe.timeoutSeconds }}
+            periodSeconds: {{ $values.livenessProbe.periodSeconds }}
+            successThreshold: {{ $values.livenessProbe.successThreshold }}
+            failureThreshold: {{ $values.livenessProbe.failureThreshold }}
+          {{- end }}
+          {{- if and $values.readinessProbe.enabled .checksEnabled }}
+          readinessProbe:
+            {{- if eq .name "grpc"}}
+            grpc:
+              port: {{ .targetPort }}
+            {{- end }}
+            {{- if eq .name "http"}}
+            httpGet:
+              path: "{{- if semverCompare ">=1.7.3" ($.Values.image.tag | default $.Chart.AppVersion) -}}/readyz{{else}}/{{end}}"
+              port: {{ .targetPort }}
+              {{- if and $values.config.service $values.config.service.enable_tls }}
+              scheme: HTTPS
+              {{- end }}
+            {{- end }}
+            initialDelaySeconds: {{ $values.readinessProbe.initialDelaySeconds }}
+            timeoutSeconds: {{ $values.readinessProbe.timeoutSeconds }}
+            periodSeconds: {{ $values.readinessProbe.periodSeconds }}
+            successThreshold: {{ $values.readinessProbe.successThreshold }}
+            failureThreshold: {{ $values.readinessProbe.failureThreshold }}
+          {{- end }}
+          {{- if and $values.startupProbe.enabled .checksEnabled }}
+          startupProbe:
+            {{- if eq .name "grpc"}}
+            grpc:
+              port: {{ .targetPort }}
+            {{- end }}
+            {{- if eq .name "http"}}
+            httpGet:
+              path: /
+              port: {{ .targetPort }}
+              {{- if and $values.config.service $values.config.service.enable_tls }}
+              scheme: HTTPS
+              {{- end }}
+            {{- end }}
+            initialDelaySeconds: {{ $values.startupProbe.initialDelaySeconds }}
+            timeoutSeconds: {{ $values.startupProbe.timeoutSeconds }}
+            periodSeconds: {{ $values.startupProbe.periodSeconds }}
+            successThreshold: {{ $values.startupProbe.successThreshold }}
+            failureThreshold: {{ $values.startupProbe.failureThreshold }}
+          {{- end }}
+          {{- end }}
+          resources:
+            {{- toYaml .Values.resources | nindent 12 }}
+          {{- with .Values.containerSecurityContext }}
+          securityContext:
+            {{- toYaml . | nindent 12 }}
+          {{- end }}
+          {{- with .Values.lifecycle }}
+          lifecycle:
+            {{- toYaml . | nindent 12 }}
+          {{- end }}
+          volumeMounts:
+          - name: {{ .Values.persistence.storageVolumeName | default "qdrant-storage" }}
+            mountPath: /qdrant/storage
+            {{- if .Values.persistence.storageSubPath }}
+            subPath: "{{ .Values.persistence.storageSubPath }}"
+            {{- end }}
+          - name: qdrant-config
+            mountPath: /qdrant/config/initialize.sh
+            subPath: initialize.sh
+          - name: qdrant-config
+            mountPath: /qdrant/config/production.yaml
+            subPath: production.yaml
+          {{- if or .Values.apiKey .Values.readOnlyApiKey }}
+          - name: qdrant-secret
+            mountPath: /qdrant/config/local.yaml
+            subPath: local.yaml
+          {{- end }}
+          {{- if and .Values.snapshotRestoration.enabled .Values.snapshotRestoration.pvcName }}
+          - name: qdrant-snapshot-restoration
+            mountPath: {{ .Values.snapshotRestoration.mountPath }}
+          {{- end }}
+          - name: {{ .Values.snapshotPersistence.snapshotsVolumeName | default "qdrant-snapshots" }}
+            mountPath: /qdrant/snapshots
+            {{- if .Values.snapshotPersistence.snapshotsSubPath }}
+            subPath: "{{ .Values.snapshotPersistence.snapshotsSubPath }}"
+            {{- end }}
+          - name: qdrant-init
+            mountPath: /qdrant/init
+          {{- if .Values.additionalVolumeMounts }}
+{{- toYaml .Values.additionalVolumeMounts | default "" | nindent 10 }}
+          {{- end}}
+      {{- with .Values.podSecurityContext }}
+      securityContext:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      {{- with .Values.nodeSelector }}
+      nodeSelector:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      {{- with .Values.affinity }}
+      affinity:
+        {{- tpl (toYaml .) $ | nindent 8 }}
+      {{- end }}
+      {{- with .Values.tolerations }}
+      tolerations:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+      {{- with .Values.topologySpreadConstraints}}
+      topologySpreadConstraints:
+        {{- tpl (toYaml .) $ | nindent 8 }}
+      {{- end }}
+      serviceAccountName: {{ include "qdrant.fullname" . }}
+      volumes:
+        - name: qdrant-config
+          configMap:
+            name: {{ include "qdrant.fullname" . }}
+            defaultMode: 0755
+        {{- if and .Values.snapshotRestoration.enabled .Values.snapshotRestoration.pvcName }}
+        - name: qdrant-snapshot-restoration
+          persistentVolumeClaim:
+            claimName: {{ .Values.snapshotRestoration.pvcName }}
+        {{- end }}
+        {{- if not .Values.snapshotPersistence.enabled }}
+        - name: {{ .Values.snapshotPersistence.snapshotsVolumeName | default "qdrant-snapshots" }}
+          emptyDir: {}
+        {{- end }}
+        - name: qdrant-init
+          emptyDir: {}
+        {{- if or .Values.apiKey .Values.readOnlyApiKey }}
+        - name: qdrant-secret
+          secret:
+            secretName: {{ include "qdrant.fullname" . }}-apikey
+            defaultMode: 0600
+        {{- end }}
+        {{- if .Values.additionalVolumes }}
+{{- toYaml .Values.additionalVolumes | default "" | nindent 8 }}
+        {{- end}}
+  volumeClaimTemplates:
+    - metadata:
+        name: {{ .Values.persistence.storageVolumeName | default "qdrant-storage" }}
+        labels:
+          app: {{ template "qdrant.name" . }}
+          {{- with .Values.persistence.additionalLabels }}
+          {{- toYaml . | nindent 10 }}
+          {{- end }}
+        {{- with .Values.persistence.annotations }}
+        annotations:
+        {{- toYaml . | nindent 10 }}
+        {{- end }}
+      spec:
+        storageClassName: {{ .Values.persistence.storageClassName }}
+        {{- if .Values.persistence.volumeAttributesClassName }}
+        volumeAttributesClassName: {{ .Values.persistence.volumeAttributesClassName }}
+        {{- end }}
+        accessModes:
+        {{- range .Values.persistence.accessModes }}
+          - {{ . | quote }}
+        {{- end }}
+        resources:
+          requests:
+            storage: {{ .Values.persistence.size | quote }}
+    {{- if .Values.snapshotPersistence.enabled }}
+    - metadata:
+        name: {{ .Values.snapshotPersistence.snapshotsVolumeName | default "qdrant-snapshots" }}
+        labels:
+          app: {{ template "qdrant.name" . }}
+          {{- with .Values.snapshotPersistence.additionalLabels }}
+          {{- toYaml . | nindent 10 }}
+          {{- end }}
+        {{- with .Values.snapshotPersistence.annotations }}
+        annotations:
+        {{- toYaml . | nindent 10 }}
+        {{- end }}
+      spec:
+        storageClassName: {{ .Values.snapshotPersistence.storageClassName }}
+        {{- if .Values.snapshotPersistence.volumeAttributesClassName }}
+        volumeAttributesClassName: {{ .Values.snapshotPersistence.volumeAttributesClassName }}
+        {{- end }}
+        accessModes:
+        {{- range .Values.snapshotPersistence.accessModes }}
+          - {{ . | quote }}
+        {{- end }}
+        resources:
+          requests:
+            storage: {{ .Values.snapshotPersistence.size | quote }}
+    {{- end }}
--- a/packages/system/qdrant/charts/qdrant/templates/tests/test-db-interaction.yaml
+++ b/packages/system/qdrant/charts/qdrant/templates/tests/test-db-interaction.yaml
@ -0,0 +1,128 @@
+{{- $root := . }}
+{{- $namespace := .Release.Namespace }}
+apiVersion: v1
+kind: Pod
+metadata:
+  name: "{{ include "qdrant.fullname" . }}-test-db-interaction"
+  labels:
+    {{- include "qdrant.labels" . | nindent 4 }}
+    {{- include "qdrant.additionalLabels" . | nindent 4 }}
+  annotations:
+    "helm.sh/hook": test
+{{- with .Values.additionalAnnotations }}
+    {{- toYaml . | nindent 4 }}
+{{- end }}
+spec:
+  containers:
+    - name: test-script
+      image: {{ .Values.chartTests.dbInteraction.image | quote }}
+      args: ['bash', '/app/entrypoint.sh']
+      volumeMounts:
+        - mountPath: /app
+          name: test-script
+        {{- if .Values.additionalVolumeMounts }}
+{{- toYaml .Values.additionalVolumeMounts | default "" | nindent 8 }}
+        {{- end}}
+      resources:
+        {{- toYaml .Values.chartTests.dbInteraction.resources | nindent 8 }}
+  {{- with .Values.imagePullSecrets }}
+  imagePullSecrets:
+    {{- toYaml . | nindent 8 }}
+  {{- end }}
+  {{- with .Values.nodeSelector }}
+  nodeSelector:
+    {{- toYaml . | nindent 4 }}
+  {{- end }}
+  {{- with .Values.tolerations }}
+  tolerations:
+    {{- toYaml . | nindent 4 }}
+  {{- end }}
+  volumes:
+    - name: test-script
+      configMap:
+        name: "{{ include "qdrant.fullname" . }}-test-db-interaction"
+    {{- if .Values.additionalVolumes }}
+{{- toYaml .Values.additionalVolumes | default "" | nindent 4 }}
+    {{- end}}
+  restartPolicy: Never
+  serviceAccountName: {{ include "qdrant.fullname" . }}
+---
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: "{{ include "qdrant.fullname" . }}-test-db-interaction"
+  labels:
+    {{- include "qdrant.labels" . | nindent 4 }}
+    {{- include "qdrant.additionalLabels" . | nindent 4 }}
+  annotations:
+    "helm.sh/hook": test
+{{- with .Values.additionalAnnotations }}
+    {{- toYaml . | nindent 4 }}
+{{- end }}
+data:
+  entrypoint.sh: |
+    #!/bin/bash
+    set -xe
+    # Kind's networking is very flaky
+    echo 'connect-timeout = 5' > $HOME/.curlrc
+    echo 'retry = 60' >> $HOME/.curlrc
+    echo 'retry-delay = 5' >> $HOME/.curlrc
+    echo 'retry-all-errors' >> $HOME/.curlrc
+    # Don't clutter the logs with progress bars
+    echo 'no-progress-meter' >> $HOME/.curlrc
+    # Ensure errors cause the script to fail, but show the response body
+    echo 'fail-with-body' >> $HOME/.curlrc
+
+    if [ -d /mnt/secrets/certs ]; then
+      cp /mnt/secrets/certs/ca.pem /usr/share/pki/trust/anchors/private-ca.pem
+      update-ca-certificates
+    fi
+
+    QDRANT_COLLECTION="test_collection"
+    {{- range .Values.service.ports }}
+    {{- if eq .name "http" }}
+    echo "Connecting to {{ include "qdrant.fullname" $root }}.{{ $namespace }}:{{ .port }}"
+    QDRANT_URL="http://{{ include "qdrant.fullname" $root }}.{{ $namespace }}:{{ .port }}"
+    {{- if and $root.Values.config.service $root.Values.config.service.enable_tls }}
+    echo "Using https"
+    QDRANT_URL="https://{{ include "qdrant.fullname" $root }}.{{ $namespace }}:{{ .port }}"
+    {{- end }}
+    {{- end }}
+    {{- end }}
+    API_KEY_HEADER=""
+    {{- if .Values.apiKey }}
+    API_KEY_HEADER="Api-key: {{ .Values.apiKey }}"
+    {{- else if .Values.readOnlyApiKey }}
+    API_KEY_HEADER="Api-key: {{ .Values.readOnlyApiKey }}"
+    {{- end }}
+
+    # Delete collection if exists
+    curl -X DELETE -H "${API_KEY_HEADER}" $QDRANT_URL/collections/${QDRANT_COLLECTION}
+
+    # Create collection
+    curl -X PUT \
+    -H 'Content-Type: application-json' \
+    -d '{"vectors":{"size":4,"distance":"Dot"}}' \
+    -H  "${API_KEY_HEADER}" \
+    $QDRANT_URL/collections/${QDRANT_COLLECTION}
+
+    # Insert points
+    curl -X PUT \
+    -H 'Content-Type: application-json' \
+    -d '{"points":[
+      {"id":1,"vector":[0.05, 0.61, 0.76, 0.74],"payload":{"city":"Berlin"}},
+      {"id":2,"vector":[0.19, 0.81, 0.75, 0.11],"payload":{"city":"London"}},
+      {"id":3,"vector":[0.36, 0.55, 0.47, 0.94],"payload":{"city":"Moscow"}},
+      {"id":4,"vector":[0.18, 0.01, 0.85, 0.80],"payload":{"city":"New York"}},
+      {"id":5,"vector":[0.24, 0.18, 0.22, 0.44],"payload":{"city":"Beijing"}},
+      {"id":6,"vector":[0.35, 0.08, 0.11, 0.44],"payload":{"city":"Mumbai"}}
+    ]}' \
+    -H  "${API_KEY_HEADER}" \
+    $QDRANT_URL/collections/${QDRANT_COLLECTION}/points
+
+    # Run query
+    curl -X POST \
+    -H 'Content-Type: application-json' \
+    -d '{"vector":[0.2, 0.1, 0.9, 0.7],"limit":3}' \
+    -H  "${API_KEY_HEADER}" \
+    $QDRANT_URL/collections/${QDRANT_COLLECTION}/points/search
--- a/packages/system/qdrant/charts/qdrant/values.yaml
+++ b/packages/system/qdrant/charts/qdrant/values.yaml
@ -0,0 +1,293 @@
+replicaCount: 1
+
+image:
+  repository: docker.io/qdrant/qdrant
+  pullPolicy: IfNotPresent
+  tag: ""
+  useUnprivilegedImage: false
+
+imagePullSecrets: []
+nameOverride: ""
+fullnameOverride: ""
+args: ["./config/initialize.sh"]
+env: []
+  # - name: QDRANT_ALLOW_RECOVERY_MODE
+  #   value: true
+additionalLabels: {}
+
+# checks - Readiness and liveness checks can only be enabled for either http (REST) or grpc (multiple checks not supported)
+# grpc checks are only available from k8s 1.24+ so as of per default we check http
+service:
+  type: ClusterIP
+  additionalLabels: {}
+  annotations: {}
+  loadBalancerIP: ""
+  ports:
+    - name: http
+      port: 6333
+      targetPort: 6333
+      protocol: TCP
+      checksEnabled: true
+      # appProtocol: http
+    - name: grpc
+      port: 6334
+      targetPort: 6334
+      protocol: TCP
+      checksEnabled: false
+      # appProtocol: http2
+    - name: p2p
+      port: 6335
+      targetPort: 6335
+      protocol: TCP
+      checksEnabled: false
+
+ingress:
+  enabled: false
+  ingressClassName: ""
+  additionalLabels: {}
+  annotations: {}
+    # kubernetes.io/ingress.class: alb
+  hosts:
+    - host: example-domain.com
+      paths:
+        - path: /
+          pathType: Prefix
+          servicePort: 6333
+  tls: []
+    # - hosts:
+    #    - example-domain.com
+    #   secretName: tls-secret-name
+
+livenessProbe:
+  enabled: false
+  initialDelaySeconds: 5
+  periodSeconds: 5
+  timeoutSeconds: 1
+  failureThreshold: 6
+  successThreshold: 1
+
+readinessProbe:
+  enabled: true
+  initialDelaySeconds: 5
+  periodSeconds: 5
+  timeoutSeconds: 1
+  failureThreshold: 6
+  successThreshold: 1
+
+startupProbe:
+  enabled: false
+  initialDelaySeconds: 10
+  periodSeconds: 5
+  timeoutSeconds: 1
+  failureThreshold: 30
+  successThreshold: 1
+
+additionalLabels: {}
+# additionalAnnotations will be added to all top-level resources (StatefulSet, Service, ConfigMap, etc.)
+additionalAnnotations: {}
+podAnnotations: {}
+podLabels: {}
+
+resources: {}
+  # limits:
+  #   cpu: 100m
+  #   memory: 128Mi
+  # requests:
+  #   cpu: 100m
+  #   memory: 128Mi
+
+containerSecurityContext:
+  runAsNonRoot: true
+  runAsUser: 1000
+  runAsGroup: 2000
+  allowPrivilegeEscalation: false
+  privileged: false
+  readOnlyRootFilesystem: true
+
+podSecurityContext:
+  fsGroup: 3000
+  fsGroupChangePolicy: Always
+
+lifecycle:
+  preStop:
+    exec:
+      # Sleeping before shutdown allows Qdrant to process requests that were
+      # in-flight before the node is removed from load-balancing.
+      # If using an external load balancer, you may need to increase this
+      # duration to be greater than the LB's health check interval.
+      command: ["sleep", "3"]
+
+# Unless .Values.image.useUnprivilegedImage is set to true, ensures that the pre-existing
+# files on the storage and snapshot volume are owned by the container's user and fsGroup.
+updateVolumeFsOwnership: true
+
+nodeSelector: {}
+
+tolerations: []
+
+affinity: {}
+    # podAntiAffinity:
+    #   requiredDuringSchedulingIgnoredDuringExecution:
+    #   - labelSelector:
+    #       matchExpressions:
+    #         - key: app.kubernetes.io/name
+    #           operator: In
+    #           values:
+    #             - '{{ include "qdrant.name" . }}'
+    #         - key: app.kubernetes.io/instance
+    #           operator: In
+    #           values:
+    #             - '{{ .Release.Name }}'
+    #     topologyKey: "kubernetes.io/hostname"
+
+topologySpreadConstraints: []
+
+persistence:
+  accessModes: ["ReadWriteOnce"]
+  size: 10Gi
+  annotations: {}
+  additionalLabels: {}
+  # storageVolumeName: qdrant-storage
+  # storageSubPath: ""
+  # storageClassName: local-path
+  # volumeAttributesClassName: ""
+
+# If you use snapshots or the snapshot shard transfer mechanism, we recommend
+# creating a separate volume of the same size as your main volume so that your
+# cluster won't crash if the snapshot is too big.
+snapshotPersistence:
+  enabled: false
+  accessModes: ["ReadWriteOnce"]
+  size: 10Gi
+  annotations: {}
+  additionalLabels: {}
+  # snapshotsVolumeName: qdrant-snapshots
+  # snapshotsSubPath: ""
+  # You can change the storageClassName to ensure snapshots are saved to cold storage.
+  # storageClassName: local-path
+  # volumeAttributesClassName: ""
+
+snapshotRestoration:
+  enabled: false
+  # Set pvcName if you want to restore from a separately-created PVC. Only supported for single-node clusters unless the PVC is ReadWriteMany.
+  # If you set snapshotPersistence.enabled and want to restore a snapshot from there, you can leave this blank to skip mounting an external volume.
+  pvcName: snapshots-pvc
+  # Must not conflict with /qdrant/snapshots or /qdrant/storage
+  mountPath: /qdrant/snapshot-restoration
+  snapshots:
+  #  - /qdrant/snapshot-restoration/test_collection/test_collection-2022-10-24-13-56-50.snapshot:test_collection
+
+# modification example for configuration to overwrite defaults
+config:
+  cluster:
+    enabled: true
+    p2p:
+      port: 6335
+      enable_tls: false
+    consensus:
+      tick_period_ms: 100
+  service:
+    enable_tls: false
+
+sidecarContainers: []
+# sidecarContainers:
+#   - name: my-sidecar
+#     image: qdrant/my-sidecar-image
+#     imagePullPolicy: Always
+#     ports:
+#     - name: my-port
+#       containerPort: 5000
+#       protocol: TCP
+#     resources:
+#       requests:
+#         memory: 10Mi
+#         cpu: 10m
+#       limits:
+#         memory: 100Mi
+#         cpu: 100m
+
+metrics:
+  serviceMonitor:
+    enabled: false
+    additionalLabels: {}
+    scrapeInterval: 30s
+    scrapeTimeout: 10s
+    targetPort: http
+    targetPath: "/metrics"
+    ## MetricRelabelConfigs to apply to samples after scraping, but before ingestion.
+    ## ref: https://github.com/prometheus-operator/prometheus-operator/blob/main/Documentation/api.md#relabelconfig
+    ##
+    metricRelabelings: []
+    ## RelabelConfigs to apply to samples before scraping
+    ## ref: https://github.com/prometheus-operator/prometheus-operator/blob/main/Documentation/api.md#relabelconfig
+    ##
+    relabelings: []
+    ## Authorization to apply to the metrics endpoint for the cases when the API key(s) are configured externally
+    ## ref: https://prometheus-operator.dev/docs/api-reference/api/#monitoring.coreos.com/v1.SafeAuthorization
+    ##
+    authorization: {}
+    # authorization:
+    #   type: Bearer
+    #   credentials:
+    #     name: external-secret-with-api-key
+    #     key: api-key
+
+serviceAccount:
+  annotations: {}
+
+priorityClassName: ""
+
+shareProcessNamespace: false
+
+# We discourage changing this setting. Using the "OrderedReady" policy in a
+# multi-node cluster will cause a deadlock where nodes refuse to become
+# "Ready" until all nodes are running.
+podManagementPolicy: Parallel
+
+podDisruptionBudget:
+  enabled: false
+  maxUnavailable: 1
+  # do not enable if you are using not in 1.27
+  unhealthyPodEvictionPolicy: ""
+  # minAvailable: 1
+
+# api key for authentication at qdrant
+# false: no api key will be configured
+# true: an api key will be auto-generated
+# string: the given string will be set as an apikey
+# Also supports reading in from an external secret using
+# valueFrom:
+#   secretKeyRef:
+#     name:
+#     key:
+# apiKey: false
+
+# read-only api key for authentication at qdrant
+# false: no read-only api key will be configured
+# true: an read-only api key will be auto-generated
+# string: the given string will be set as a read-only apikey
+# Also supports reading in from an external secret using
+# valueFrom:
+#   secretKeyRef:
+#     name:
+#     key:
+# readOnlyApiKey: false
+
+additionalVolumes: []
+# - name: volumeName
+#   emptyDir: {}
+
+additionalVolumeMounts: []
+# - name: volumeName
+#   mountPath: "/mount/path"
+
+chartTests:
+  dbInteraction:
+    image: registry.suse.com/bci/bci-base:latest
+    resources:
+      requests:
+        cpu: 100m
+        memory: 200Mi
+      limits:
+        cpu: 100m
+        memory: 200Mi
--- a/packages/system/qdrant/values.yaml
+++ b/packages/system/qdrant/values.yaml
@ -0,0 +1 @@
+qdrant: {}