Install DataChat

Follow this guide to install DataChat in your cluster using Helm.

Pre-Requisites

DataChat recommends setting up the following:

• Two cloud PostgreSQL databases. One for the management database and another for the compute engine.
• Object storage bucket. Utilize services like CloudStorage or S3 to store user data, such as files.
• IAM-style user. Create a user that can access the object storage bucket on behalf of DataChat.

If you do not want to use external services, DataChat comes with the ability to create in-cluster services instead.

Using External Services

If you created the external services noted above:

• In the requiredConfigs section:

  • DATACHAT_APP_DB_HOST: The IP address or host name of the management database.
  • DATACHAT_APP_DB_PORT: The port of the management database.
  • DATACHAT_COMPUTE_ENGINE_HOST: The IP address or host name of the compute engine.
  • DATACHAT_COMPUTE_ENGINE_PORT: The port of the compute engine.
  • DATACHAT_STORAGE_BUCKET: The name of the object storage bucket.
  • DATACHAT_STORAGE_ENDPOINT_URL: The URL of the endpoint, e.g. https://s3.us-east-2.amazonaws.com for AWS S3 or https://storage.googleapis.com for GCP CloudStorage.
  • DATACHAT_STORAGE_S3_REGION: The region the bucket is stored in, e.g. us-east-2.

• In the secrets.appStorage section:

  • secrets.appStorage.id: The access key ID of the user that can access the bucket.
  • secrets.appStorage.secret: The secret access key of the user that can access the bucket.

• In the secrets.managementDatabase section, configure the username and password used to connect to the database.

• In the secrets.computeEngineCredentials section, configure the username and password used to connect to the database.

• In the secrets.secretTls section, if you are configuring TLS outside of DataChat, use the contents of your .crt and .key files:

  • Pass in your base64 encoded certificate.
  • Pass in your base64 encoded key.

Using In-Cluster Services

If you did not create those external components and would prefer to use the in-cluster services for the compute engine, management database, and object storage:

• Set global.compute-engine.enabled to true
• Set global.management-database.enabled to true
• Set global.seaweedfs.enabled to true

By enabling the above services, you will not need to set any configurations in the requiredConfigs block (e.g. DATACHAT_APP_DB_*, DATACHAT_COMPUTE_ENGINE_*, and DATACHAT_STORAGE_* ).

Install / Upgrade / Uninstall

Install / Upgrade

Note using helm upgrade --install covers both installation of a chart and upgrade of an existing chart.

From a Private Chart Repository

1. Acquire the JSON key file given to you by your DataChat representative.
2. Activate the service account with gcloud:

gcloud auth activate-service-account --key-file=<path to key file>

3. Login to the private repo using helm registry:

cat <path to key file> | helm registry login -u _json_key --password-stdin https://us-central1-docker.pkg.dev

4. Run the following command to install the chart. This command will create a namespace and install the chart resources if they don't already exist. If they do exist, they will be upgraded:

helm upgrade --install datachat oci://us-central1-docker.pkg.dev/dc-shared/helm/datachat --version <chart-version> \
--create-namespace --namespace datachat \
--set secrets.dockerconfigjson.dockerUsername=_json_key_base64 \
--set secrets.dockerconfigjson.dockerPassword=$(cat <path to JSON secret key> | tr -d '\n' | base64) \
-f <path to overrides-values.yaml>

From a Shared Link

1. Download the Helm chart's .tgz archive from the link provided by your DataChat representative.
2. Acquire the JSON key file given to you by your DataChat representative.
3. Run the following command to install the chart. This command will create a namespace and install the chart resources if they don't already exist. If they do exist, they will be upgraded:

helm upgrade --install datachat ./datachat-<chart-version>.tgz \
--create-namespace --namespace datachat
--set secrets.dockerconfigjson.dockerUsername=_json_key_base64 \
--set secrets.dockerconfigjson.dockerPassword=$(cat <path to JSON secret key> | tr -d '\n' | base64) \
-f <path to overrides-values.yaml>

Verification

Helm has provenance tools, which help chart users verify the integrity and origin of a chart. To verify the datachat helm chart, follow these steps:

1. Acquire the .prov and public key files sent to you from DataChat. If you're installing from the private chart repository, each chart's .prov file exists within the repo.
2. Add the public key to gpg. For example, gpg --import datachat-public-key.
3. Pass the --verify flag in your helm commands.

Uninstall

1. Uninstall the chart:

helm -n datachat uninstall datachat

2. (Optional) Delete kept PersistentVolumeClaims (PVC) and Secrets.

By default, the datachat helm chart does not delete PVCs or Secrets when helm install | upgrade | uninstall are run. This helps avoid accidental deletion of critical components of DataChat. So after uninstalling, these resources will persist in the datachat namespace.

We recommend keeping this default on, but if you wish to disable this feature, set global.pvc.keep=false and global.secret.keep=false.

note

You can delete the DataChat namespace with kubectl delete namespace datachat.

Values

Key	Type	Default	Description
ask-cache.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
ask-cache.containerPorts	list	[]	Ports to add to .spec.template.spec.containers[x].ports.
ask-cache.env	list	[]	Adds env variables to .spec.template.spec.containers[x].env.
ask-cache.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
ask-cache.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
ask-cache.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
ask-cache.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
ask-cache.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
ask-cache.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
ask-cache.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
ask-cache.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
ask-cache.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
ask-cache.pvc.storageSize	string	"10Gi"	The size of the service's PersistentVolumeClaim.
ask-cache.replicas	int	1	The number of Pod replicas to create.
ask-cache.resources.limits.cpu	string	"2"	The CPU limit for this service.
ask-cache.resources.limits.memory	string	"8Gi"	The memory limit for this service.
ask-cache.resources.requests.cpu	string	"1"	The CPU request for this service.
ask-cache.resources.requests.memory	string	"4Gi"	The memory request for this service.
ask-cache.spec.strategy.type	string	"Recreate"	The pod replacement strategy.
ask-scheduler.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
ask-scheduler.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
ask-scheduler.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
ask-scheduler.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
ask-scheduler.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
ask-scheduler.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
ask-scheduler.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
ask-scheduler.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
ask-scheduler.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
ask-scheduler.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
ask-scheduler.replicas	int	1	The number of Pod replicas to create.
ask-scheduler.resources.limits.cpu	string	"1"	The CPU limit for this service.
ask-scheduler.resources.limits.memory	string	"512Mi"	The memory limit for this service.
ask-scheduler.resources.requests.cpu	string	"1"	The CPU request for this service.
ask-scheduler.resources.requests.memory	string	"300Mi"	The memory request for this service.
ask-scheduler.spec.strategy.rollingUpdate.maxSurge	string	"50%"	The maximum number of Pods that can be created over the desired number of Pods during the Pod replacement strategy.
ask-scheduler.spec.strategy.rollingUpdate.maxUnavailable	string	"50%"	The maximum number of pods that can be unavailable during Pod recreation.
ask-scheduler.spec.strategy.type	string	"RollingUpdate"	The pod replacement strategy.
autocomplete-cache.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
autocomplete-cache.env	list	[]	Adds env variables to .spec.template.spec.containers[x].env.
autocomplete-cache.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
autocomplete-cache.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
autocomplete-cache.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
autocomplete-cache.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
autocomplete-cache.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
autocomplete-cache.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
autocomplete-cache.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
autocomplete-cache.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
autocomplete-cache.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
autocomplete-cache.pvc.storageSize	string	"10Gi"	The size of the service's PersistentVolumeClaim.
autocomplete-cache.replicas	int	1	The number of Pod replicas to create.
autocomplete-cache.resources.limits.cpu	string	"2"	The CPU limit for this service.
autocomplete-cache.resources.requests.cpu	string	"1"	The CPU request for this service.
autocomplete-cache.resources.requests.memory	string	"1Gi"	The memory request for this service.
autocomplete-cache.spec.strategy.type	string	"Recreate"	The pod replacement strategy.
compute-engine.enabled	bool	false	Whether to enable the in-cluster compute-engine engine instance.
compute-engine.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
compute-engine.containerPorts	list	[]	Ports to add to .spec.template.spec.containers[x].ports.
compute-engine.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
compute-engine.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
compute-engine.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
compute-engine.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
compute-engine.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
compute-engine.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
compute-engine.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
compute-engine.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
compute-engine.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
compute-engine.pvc.storageClassName	string	""	The name of the StorageClass to use for the PersistentVolumeClaim.
compute-engine.pvc.storageSize	string	"100Gi"	The size of the service's PersistentVolumeClaim.
compute-engine.replicas	int	1	The number of Pod replicas to create.
compute-engine.resources.requests.memory	string	"1500Mi"	The memory request for this service.
compute-engine.spec.strategy.type	string	"Recreate"	The pod replacement strategy.
dc-app-service.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
dc-app-service.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
dc-app-service.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
dc-app-service.hpa.maxReplicas	int	8	When global.autoscaling.hpa.enabled: true this value will set the service's HPA's .spec.maxReplicas.
dc-app-service.hpa.minReplicas	int	2	When global.autoscaling.hpa.enabled: true this value will set the service's HPA's .spec.minReplicas.
dc-app-service.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
dc-app-service.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
dc-app-service.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
dc-app-service.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
dc-app-service.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
dc-app-service.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
dc-app-service.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
dc-app-service.replicas	int	2	The number of Pod replicas to create.
dc-app-service.resources.limits.cpu	string	"4"	The CPU limit for this service.
dc-app-service.resources.limits.memory	string	"4Gi"	The memory limit for this service.
dc-app-service.resources.requests.cpu	string	"4"	The CPU request for this service.
dc-app-service.resources.requests.memory	string	"4Gi"	The memory request for this service.
dc-app-service.spec.strategy.rollingUpdate.maxSurge	string	"50%"	The maximum number of Pods that can be created over the desired number of Pods during the Pod replacement strategy.
dc-app-service.spec.strategy.rollingUpdate.maxUnavailable	string	"50%"	The maximum number of pods that can be unavailable during Pod recreation.
dc-app-service.spec.strategy.type	string	"RollingUpdate"	The pod replacement strategy.
dc-charting-service.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
dc-charting-service.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
dc-charting-service.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
dc-charting-service.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
dc-charting-service.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
dc-charting-service.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
dc-charting-service.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
dc-charting-service.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
dc-charting-service.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
dc-charting-service.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
dc-charting-service.replicas	int	1	The number of Pod replicas to create.
dc-charting-service.resources.limits.cpu	string	"1"	The CPU limit for this service.
dc-charting-service.resources.limits.memory	string	"1Gi"	The memory limit for this service.
dc-charting-service.resources.requests.cpu	string	"400m"	The CPU request for this service.
dc-charting-service.resources.requests.memory	string	"500Mi"	The memory request for this service.
dc-charting-service.spec.strategy.type	string	"Recreate"	The pod replacement strategy.
dc-executor-service.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
dc-executor-service.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
dc-executor-service.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
dc-executor-service.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
dc-executor-service.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
dc-executor-service.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
dc-executor-service.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
dc-executor-service.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
dc-executor-service.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
dc-executor-service.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
dc-executor-service.replicas	int	1	The number of Pod replicas to create.
dc-executor-service.resources.limits.cpu	string	"1"	The CPU limit for this service.
dc-executor-service.resources.limits.memory	string	"1Gi"	The memory limit for this service.
dc-executor-service.resources.requests.cpu	string	"1"	The CPU request for this service.
dc-executor-service.resources.requests.memory	string	"1Gi"	The memory request for this service.
dc-executor-service.spec.strategy.rollingUpdate.maxSurge	string	"50%"	The maximum number of Pods that can be created over the desired number of Pods during the Pod replacement strategy.
dc-executor-service.spec.strategy.rollingUpdate.maxUnavailable	string	"50%"	The maximum number of pods that can be unavailable during Pod recreation.
dc-executor-service.spec.strategy.type	string	"RollingUpdate"	The pod replacement strategy.
dc-nl2code.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
dc-nl2code.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
dc-nl2code.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
dc-nl2code.hpa.maxReplicas	int	8	When global.autoscaling.hpa.enabled: true this value will set the service's HPA's .spec.maxReplicas.
dc-nl2code.hpa.minReplicas	int	2	When global.autoscaling.hpa.enabled: true this value will set the service's HPA's .spec.minReplicas.
dc-nl2code.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
dc-nl2code.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
dc-nl2code.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
dc-nl2code.replicas	int	1	The number of Pod replicas to create.
dc-nl2code.resources.limits.cpu	string	"1"	The CPU limit for this service.
dc-nl2code.resources.limits.memory	string	"5Gi"	The memory limit for this service.
dc-nl2code.resources.requests.cpu	string	"1"	The CPU request for this service.
dc-nl2code.resources.requests.memory	string	"2.5Gi"	The memory request for this service.
dc-nl2code.spec.strategy.rollingUpdate.maxSurge	string	"50%"	The maximum number of Pods that can be created over the desired number of Pods during the Pod replacement strategy.
dc-nl2code.spec.strategy.rollingUpdate.maxUnavailable	string	"50%"	The maximum number of pods that can be unavailable during Pod recreation.
dc-nl2code.spec.strategy.type	string	"RollingUpdate"	The pod replacement strategy.
encoderlm-service.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
encoderlm-service.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
encoderlm-service.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
encoderlm-service.hpa.maxReplicas	int	10	When global.autoscaling.hpa.enabled: true this value will set the service's HPA's .spec.maxReplicas.
encoderlm-service.hpa.minReplicas	int	1	When global.autoscaling.hpa.enabled: true this value will set the service's HPA's .spec.minReplicas.
encoderlm-service.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
encoderlm-service.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
encoderlm-service.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
encoderlm-service.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
encoderlm-service.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
encoderlm-service.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
encoderlm-service.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
encoderlm-service.replicas	int	1	The number of Pod replicas to create.
encoderlm-service.resources.limits.cpu	string	"1"	The CPU limit for this service.
encoderlm-service.resources.limits.memory	string	"2600Mi"	The memory limit for this service.
encoderlm-service.resources.requests.cpu	string	"1"	The CPU request for this service.
encoderlm-service.resources.requests.memory	string	"2600Mi"	The memory request for this service.
encoderlm-service.spec.strategy.rollingUpdate.maxSurge	string	"50%"	The maximum number of Pods that can be created over the desired number of Pods during the Pod replacement strategy.
encoderlm-service.spec.strategy.rollingUpdate.maxUnavailable	string	"50%"	The maximum number of pods that can be unavailable during Pod recreation.
encoderlm-service.spec.strategy.type	string	"RollingUpdate"	The pod replacement strategy.
executor-task-queue.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
executor-task-queue.containerPorts	list	[]	Ports to add to .spec.template.spec.containers[x].ports.
executor-task-queue.env	list	[]	Adds env variables to .spec.template.spec.containers[x].env.
executor-task-queue.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
executor-task-queue.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
executor-task-queue.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
executor-task-queue.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
executor-task-queue.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
executor-task-queue.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
executor-task-queue.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
executor-task-queue.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
executor-task-queue.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
executor-task-queue.pvc.storageSize	string	"10Gi"	The size of the service's PersistentVolumeClaim.
executor-task-queue.replicas	int	1	The number of Pod replicas to create.
executor-task-queue.resources.limits.cpu	string	"50m"	The CPU limit for this service.
executor-task-queue.resources.limits.memory	string	"256Mi"	The memory limit for this service.
executor-task-queue.resources.requests.cpu	string	"50m"	The CPU request for this service.
executor-task-queue.resources.requests.memory	string	"256Mi"	The memory request for this service.
executor-task-queue.spec.strategy.type	string	"Recreate"	The pod replacement strategy.
object-store-gc.containerPorts	list	[]	Ports to add to .spec.template.spec.containers[x].ports.
object-store-gc.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
object-store-gc.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
object-store-gc.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
object-store-gc.resources.limits.cpu	string	"250m"	The CPU limit for this service.
object-store-gc.resources.limits.memory	string	"512Mi"	The memory limit for this service.
object-store-gc.resources.requests.cpu	string	"250m"	The CPU request for this service.
object-store-gc.resources.requests.memory	string	"512Mi"	The memory request for this service.
pipeliner-job-queue.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
pipeliner-job-queue.containerPorts	list	[]	Ports to add to .spec.template.spec.containers[x].ports.
pipeliner-job-queue.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
pipeliner-job-queue.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
pipeliner-job-queue.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
pipeliner-job-queue.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
pipeliner-job-queue.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
pipeliner-job-queue.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
pipeliner-job-queue.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
pipeliner-job-queue.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
pipeliner-job-queue.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
pipeliner-job-queue.pvc.storageSize	string	"10Gi"	The size of the service's PersistentVolumeClaim.
pipeliner-job-queue.replicas	int	1	The number of Pod replicas to create.
pipeliner-job-queue.resources.limits.cpu	string	"2"	The CPU limit for this service.
pipeliner-job-queue.resources.requests.cpu	string	"1"	The CPU request for this service.
pipeliner-job-queue.resources.requests.memory	string	"2Gi"	The memory request for this service.
pipeliner-job-queue.spec.strategy.type	string	"Recreate"	The pod replacement strategy.
pipeliner-metadata-storage.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
pipeliner-metadata-storage.containerPorts	list	[]	Ports to add to .spec.template.spec.containers[x].ports.
pipeliner-metadata-storage.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
pipeliner-metadata-storage.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
pipeliner-metadata-storage.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
pipeliner-metadata-storage.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
pipeliner-metadata-storage.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
pipeliner-metadata-storage.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
pipeliner-metadata-storage.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
pipeliner-metadata-storage.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
pipeliner-metadata-storage.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
pipeliner-metadata-storage.pvc.storageSize	string	"50Gi"	The size of the service's PersistentVolumeClaim.
pipeliner-metadata-storage.replicas	int	1	The number of Pod replicas to create.
pipeliner-metadata-storage.resources.limits.cpu	string	"2"	The CPU limit for this service.
pipeliner-metadata-storage.resources.limits.memory	string	"1Gi"	The memory limit for this service.
pipeliner-metadata-storage.resources.requests.cpu	string	"1"	The CPU request for this service.
pipeliner-metadata-storage.resources.requests.memory	string	"512Mi"	The memory request for this service.
pipeliner-metadata-storage.spec.strategy.type	string	"Recreate"	The pod replacement strategy.
pipeliner-sql.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
pipeliner-sql.containerPorts	list	[]	Ports to add to .spec.template.spec.containers[x].ports.
pipeliner-sql.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
pipeliner-sql.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
pipeliner-sql.hpa.maxReplicas	int	16	When global.autoscaling.hpa.enabled: true this value will set the service's HPA's .spec.maxReplicas.
pipeliner-sql.hpa.minReplicas	int	1	When global.autoscaling.hpa.enabled: true this value will set the service's HPA's .spec.minReplicas.
pipeliner-sql.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
pipeliner-sql.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
pipeliner-sql.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
pipeliner-sql.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
pipeliner-sql.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
pipeliner-sql.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
pipeliner-sql.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
pipeliner-sql.replicas	int	2	The number of Pod replicas to create.
pipeliner-sql.resources.limits.cpu	string	"4"	The CPU limit for this service.
pipeliner-sql.resources.limits.memory	string	"4Gi"	The memory limit for this service.
pipeliner-sql.resources.requests.cpu	string	"1"	The CPU request for this service.
pipeliner-sql.resources.requests.memory	string	"1Gi"	The memory request for this service.
pipeliner-sql.spec.strategy.rollingUpdate.maxSurge	string	"50%"	The maximum number of Pods that can be created over the desired number of Pods during the Pod replacement strategy.
pipeliner-sql.spec.strategy.rollingUpdate.maxUnavailable	string	"50%"	The maximum number of pods that can be unavailable during Pod recreation.
pipeliner-sql.spec.strategy.type	string	"RollingUpdate"	The pod replacement strategy.
pipeliner-web.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
pipeliner-web.containerPorts	list	[]	Ports to add to .spec.template.spec.containers[x].ports.
pipeliner-web.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
pipeliner-web.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
pipeliner-web.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
pipeliner-web.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
pipeliner-web.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
pipeliner-web.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
pipeliner-web.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
pipeliner-web.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
pipeliner-web.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
pipeliner-web.replicas	int	1	The number of Pod replicas to create.
pipeliner-web.resources.limits.cpu	string	"4"	The CPU limit for this service.
pipeliner-web.resources.limits.memory	string	"8Gi"	The memory limit for this service.
pipeliner-web.resources.requests.cpu	string	"4"	The CPU request for this service.
pipeliner-web.resources.requests.memory	string	"4Gi"	The memory request for this service.
pipeliner-web.spec.strategy.rollingUpdate.maxSurge	string	"50%"	The maximum number of Pods that can be created over the desired number of Pods during the Pod replacement strategy.
pipeliner-web.spec.strategy.rollingUpdate.maxUnavailable	string	"50%"	The maximum number of pods that can be unavailable during Pod recreation.
pipeliner-web.spec.strategy.type	string	"RollingUpdate"	The pod replacement strategy.
rabbitmq.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
rabbitmq.containerPorts	list	[]	Ports to add to .spec.template.spec.containers[x].ports.
rabbitmq.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
rabbitmq.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
rabbitmq.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
rabbitmq.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
rabbitmq.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
rabbitmq.pvc.storageSize	string	"10Gi"	The size of the service's PersistentVolumeClaim.
rabbitmq.replicas	int	1	The number of Pod replicas to create.
rabbitmq.resources.limits.cpu	string	"2"	The CPU limit for this service.
rabbitmq.resources.limits.memory	string	"6Gi"	The memory limit for this service.
rabbitmq.resources.requests.cpu	string	"2"	The CPU request for this service.
rabbitmq.resources.requests.memory	string	"4Gi"	The memory request for this service.
rabbitmq.spec.strategy.type	string	"Recreate"	The pod replacement strategy.
extraConfigs.askSchedulerConfig	object	{}	Extra configurations for the ask-scheduler-config ConfigMap.
extraConfigs.dcConfig	object	{}	Extra configurations for the dc-config ConfigMap.
extraConfigs.dcExecutorConfig	object	{}	Extra configurations for the dc-executor-config ConfigMap.
extraConfigs.encoderLmServiceConfig	object	{}	Extra configurations for the encoderlm-service-config ConfigMap.
extraConfigs.nl2codeConfig	object	{}	Extra configurations for the nl2code-config ConfigMap.
extraConfigs.pipelinerConfig	object	{}	Extra configurations for the pipeliner-config ConfigMap.
extraConfigs.vectorDbConfig	object	{}	Extra configurations for the vector-db-config ConfigMap.
extraConfigs.vectorMgmtServiceConfig	object	{}	Extra configurations for the vector-mgmt-svc-config ConfigMap.
global.autoscaling.hpa.enabled	bool	false	Whether to enable HorizontalPodAutoscaler resources for the Deployments that support them. Note that this requires prometheus to be installed in the cluster already. See the HorizontalPodAutoscaler section for more details.
global.autoscaling.podmonitoring.enabled	bool	false	Whether to enable PodMonitoring resources for the Deployments that support them. PodMonitoring is used within GKE clusters in conjunction with global.autoscaling.hpa.enabled.
global.autoscaling.vpa.enabled	bool	false	Whether to enable VerticalPodAutoscaler resources.
global.commonEnvs	list	[]	Adds common env variables to all DataChat Deployments at .spec.template.spec.containers[x].env.
global.commonLabels	object	{"app.kubernetes.io/part-of": "DataChat"}	Common labels to add to all objects that are part of this helm chart. Note that these labels are set in both .spec.template.metadata.labels and .metadata.labels.
global.image.pullSecrets.enabled	bool	true	Whether to create a Secret that contains credentials to pull images from a private repository.
global.image.pullSecrets.name	string	"regcred"	The name of the Secret that contains the image pull secret. This name will be the Kubernetes Secret name, and will be added to all DataChat Deployments .spec.template.spec.imagePullSecrets.name.
global.image.repository	string	"us-central1-docker.pkg.dev/dc-shared/dc-registry/"	The private image repository to pull DataChat images from. If using a custom repository, be sure to provide the complete address, including the trailing slash (e.g. http://harbor.datachat.net/apps/datachat_/).
global.image.tag	string	""	The DataChat release image tag.
global.networkPolicies.enabled	bool	false	Whether to enable NetworkPolicy objects. Note that additional configuration is required when enabled. See NetworkPolicies for more details.
global.networkPolicies.ingressControllerNetworkPolicy	list	[{"namespaceSelector": {"matchLabels": {"kubernetes.io/metadata.name": "ingress-nginx"}}, "podSelector": {"matchLabels": {"app.kubernetes.io/name": "ingress-nginx"}}}]	When global.networkPolicies.enabled=true, this NetworkPolicy Ingress rule is applied to DataChat resources that are exposed via the Ingress object. This assumes the ingress controller being used is the ingress-nginx controller and that it is installed in the ingress-nginx Namespace.
global.networkPolicies.type.apiVersion	string	"networking.k8s.io/v1"	Allows you to override the API version of the NetworkPolicy. For example, if using Calico's NetworkPolicies, this would be projectcalico.org/v3.
global.networkPolicies.type.kind	string	"NetworkPolicy"	Allows you to override the resource kind of the NetworkPolicy. For example, if using Calico's NetworkPolicies, this could be set to GlobalNetworkPolicy.
global.prometheus.annotations	object	{"prometheus.io/scrape": "true", "prometheus.io/port": "9090"}	The annotation to allow prometheus to scrape metrics from the Deployment. Set in .spec.template.metadata.annotations.
global.prometheus.ports	list	[{"name": "prometheus", "containerPort": 9090}]	The default prometheus port and name to be added to a Deployment's .spec.template.spec.containers.[#].ports.
global.pvc.keep	bool	true	When true, PersistentVolumeClaim objects will not be deleted when running helm uninstall, helm upgrade, or helm rollback. This avoids accidental deletion of data within those PVCs. See https://helm.sh/docs/howto/charts_tips_and_tricks/#tell-helm-not-to-uninstall-a-resource for more details.
global.pvc.storageClassName	string	""	A global StorageClass name to use for all PersistentVolumeClaim resources. If empty, the PersistentVolumeClaims will use the default StorageClass in the Kubernetes cluster.
global.seaweedfs.enabled	bool	false	Whether to enabled an in-cluster storage solution instead of using a cloud provider object storage solution. For best performance, DataChat recommends using the latter.
global.secret.keep	bool	true	When true, Secret objects will not be deleted when running helm uninstall, helm upgrade, or helm rollback. This avoids accidental deletion of Secrets required by DataChat. See https://helm.sh/docs/howto/charts_tips_and_tricks/#tell-helm-not-to-uninstall-a-resource for more details.
ingress.annotations	object	{"nginx.ingress.kubernetes.io/ssl-redirect": "true", "nginx.ingress.kubernetes.io/force-ssl-redirect": "true", "nginx.ingress.kubernetes.io/rewrite-target": "/$2$3", "nginx.ingress.kubernetes.io/proxy-body-size": "15G"}	Default annotations to add to the DataChat Ingress object. This assumes the ingress controller being used is the ingress-nginx controller.
ingress.host	string	""	The DNS name that DataChat will be accessible from.
ingress.ingressClassName	string	"nginx"	The class name to be used by the Ingress resource. Note that DataChat recommends using the ingress-nginx controller.
ingress.extraPaths	list	[]	Extra paths to add to the Ingress object.
ingress.extraAnnotations	object	{}	Extra annotations to add to the Ingress object.
ingress.tls.enabled	bool	false	Whether to enable TLS for the Ingress resource.
management-database.enabled	bool	false	Whether to enable the in-cluster management-database.
management-database.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
management-database.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
management-database.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
management-database.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
management-database.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
management-database.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
management-database.pvc.storageClassName	string	""	The name of the StorageClass to use for the PersistentVolumeClaim.
management-database.pvc.storageSize	string	"30Gi"	The size of the service's PersistentVolumeClaim.
management-database.replicas	int	1	The number of Pod replicas to create.
management-database.serviceName	string	"management-database-cluster"	The name of the in-cluster management-database Service. Note, if this reference is updated here, you must update requiredConfigs.dcConfig.DATACHAT_APP_DB_HOST to match.
management-database.spec.strategy.type	string	"Recreate"	The pod replacement strategy.
management-db-init.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
management-db-init.containerPorts	list	[]	Ports to add to .spec.template.spec.containers[x].ports.
management-db-init.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
management-db-init.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
management-db-init.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
management-db-init.resources.limits.cpu	string	"2"	The CPU limit for this service.
management-db-init.resources.limits.memory	string	"512Mi"	The memory limit for this service.
management-db-init.resources.requests.cpu	string	"1"	The CPU request for this service.
management-db-init.resources.requests.memory	string	"512Mi"	The memory request for this service.
management-service.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
management-service.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
management-service.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
management-service.networkPolicy.ingress.extraFrom	list	[]	Adds additional NetworkPolicy ingress - from blocks. to the default ingress port for the DataChat service.
management-service.networkPolicy.ingress.extra	list	[]	Adds additional NetworkPolicy ingress - from blocks.
management-service.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
management-service.networkPolicy.specOverride	object	{}	Completely overrides the NetworkPolicy .spec. See NetworkPolicies for more details.
management-service.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
management-service.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
management-service.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
management-service.replicas	int	1	The number of Pod replicas to create.
management-service.resources.limits.cpu	string	"4"	The CPU limit for this service.
management-service.resources.limits.memory	string	"10Gi"	The memory limit for this service.
management-service.resources.requests.cpu	string	"4"	The CPU request for this service.
management-service.resources.requests.memory	string	"6Gi"	The memory request for this service.
management-service.spec.strategy.type	string	"Recreate"	The pod replacement strategy.
messaging-server.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
messaging-server.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
messaging-server.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
messaging-server.networkPolicy.ingress.extraFrom	list	[]	Adds additional NetworkPolicy ingress - from blocks. to the default ingress port for the DataChat service.
messaging-server.networkPolicy.ingress.extra	list	[]	Adds additional NetworkPolicy ingress - from blocks.
messaging-server.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
messaging-server.networkPolicy.specOverride	object	{}	Completely overrides the NetworkPolicy .spec. See NetworkPolicies for more details.
messaging-server.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
messaging-server.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
messaging-server.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
messaging-server.replicas	int	1	The number of Pod replicas to create.
messaging-server.resources.limits.cpu	string	"500m"	The CPU limit for this service.
messaging-server.resources.limits.memory	string	"250Mi"	The memory limit for this service.
messaging-server.resources.requests.cpu	string	"500m"	The CPU request for this service.
messaging-server.resources.requests.memory	string	"100Mi"	The memory request for this service.
messaging-server.spec.strategy.type	string	"Recreate"	The pod replacement strategy.
message-store.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
message-store.containerPorts	list	[]	Ports to add to .spec.template.spec.containers[x].ports.
message-store.env	list	[]	Adds env variables to .spec.template.spec.containers[x].env.
message-store.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
message-store.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
message-store.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
message-store.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
message-store.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
message-store.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
message-store.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
message-store.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
message-store.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
message-store.pvc.storageSize	string	"10Gi"	The size of the service's PersistentVolumeClaim.
message-store.replicas	int	1	The number of Pod replicas to create.
message-store.resources.limits.cpu	string	"2"	The CPU limit for this service.
message-store.resources.requests.cpu	string	"1"	The CPU request for this service.
message-store.resources.requests.memory	string	"10Gi"	The memory request for this service.
message-store.spec.strategy.type	string	"Recreate"	The pod replacement strategy.
messaging-server.enabled	bool	true	Whether to enable the messaging-server.
ml-task-executor.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
ml-task-executor.containerPorts	list	[]	Ports to add to .spec.template.spec.containers[x].ports.
ml-task-executor.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
ml-task-executor.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
ml-task-executor.hpa.maxReplicas	int	16	When global.autoscaling.hpa.enabled: true this value will set the service's HPA's .spec.maxReplicas.
ml-task-executor.hpa.minReplicas	int	4	When global.autoscaling.hpa.enabled: true this value will set the service's HPA's .spec.minReplicas.
ml-task-executor.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
ml-task-executor.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
ml-task-executor.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
ml-task-executor.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
ml-task-executor.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
ml-task-executor.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
ml-task-executor.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
ml-task-executor.replicas	int	2	The number of Pod replicas to create.
ml-task-executor.resources.limits.cpu	string	"5"	The CPU limit for this service.
ml-task-executor.resources.limits.memory	string	"10Gi"	The memory limit for this service.
ml-task-executor.resources.requests.cpu	string	"3"	The CPU request for this service.
ml-task-executor.resources.requests.memory	string	"1Gi"	The memory request for this service.
ml-task-executor.spec.strategy.rollingUpdate.maxSurge	string	"50%"	The maximum number of Pods that can be created over the desired number of Pods during the Pod replacement strategy.
ml-task-executor.spec.strategy.rollingUpdate.maxUnavailable	string	"50%"	The maximum number of pods that can be unavailable during Pod recreation.
ml-task-executor.spec.strategy.type	string	"RollingUpdate"	The pod replacement strategy.
object-store.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
object-store.containerPorts	list	[]	Ports to add to .spec.template.spec.containers[x].ports.
object-store.env	list	[]	Adds env variables to .spec.template.spec.containers[x].env.
object-store.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
object-store.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
object-store.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
object-store.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
object-store.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
object-store.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
object-store.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
object-store.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
object-store.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
object-store.pvc.storageSize	string	"10Gi"	The size of the service's PersistentVolumeClaim.
object-store.replicas	int	1	The number of Pod replicas to create.
object-store.resources.limits.cpu	string	"2"	The CPU limit for this service.
object-store.resources.requests.cpu	string	"1"	The CPU request for this service.
object-store.resources.requests.memory	string	"50Gi"	The memory request for this service.
object-store.spec.strategy.type	string	"Recreate"	The pod replacement strategy.
pipeliner-metadata-storage.enabled	bool	false	Whether to enable the in-cluster pipeliner-metadata-storage.
qdrant.persistence.size	string	"25Gi"	The PersistentVolumeClaim size.
qdrant.resources.limits.cpu	string	"100m"	The CPU limit for this service.
qdrant.resources.limits.memory	string	"2Gi"	The memory limit for this service.
qdrant.resources.requests.cpu	string	"100m"	The CPU request for this service.
qdrant.resources.requests.memory	string	"2Gi"	The memory request for this service.
requiredConfigs.DATACHAT_STORAGE_BUCKET	string	"datachat-appdata"	The name of the storage bucket to use. For example, if you have a Google Cloud Storage bucket named app-data, you would put that name "app-data" here. If global.seaweedfs.enabled is true this will be set to datachat-appdata.
requiredConfigs.DATACHAT_STORAGE_ENDPOINT_URL	string	"http://seaweedfs-s3:8333"	The endpoint that the storage bucket uses. For example, if using Google Cloud Storage, you would put https://storage.googleapis.com here. If AWS S3, https://s3.<region>.amazonaws.com. Note, for AWS S3 only Amazon S3 regular endpoints have been tested. If global.seaweedfs.enabled is true, this value will automatically be set to http://seaweedfs-s3:8333.
requiredConfigs.DATACHAT_STORAGE_S3_REGION	string	"default"	The region where your storage backend resides. For example, for Google Cloud Storage us-central1, for AWS S3 us-east-2. If global.seaweedfs.enabled is true this defaults to default.
requiredConfigs.llm.azure.api_config.api_organization	string	""	See the LLM Configuration section for more details.
requiredConfigs.llm.azure.api_config.api_type	string	""	See the LLM Configuration section for more details.
requiredConfigs.llm.azure.api_config.api_url	string	""	See the LLM Configuration section for more details.
requiredConfigs.llm.azure.api_config.api_version	string	""	See the LLM Configuration section for more details.
requiredConfigs.llm.azure.api_config.chat_completion_engine	string	""	See the LLM Configuration section for more details.
requiredConfigs.llm.azure.api_config.embedding_engine	string	""	See the LLM Configuration section for more details.
requiredConfigs.llm.azure.api_secret.azure_api_key	string	""	See the LLM Configuration section for more details.
requiredConfigs.llm.azure.api_secret.azure_client_id	string	""	See the LLM Configuration section for more details.
requiredConfigs.llm.azure.api_secret.azure_client_secret	string	""	See the LLM Configuration section for more details.
requiredConfigs.llm.azure.api_secret.azure_tenant_id	string	""	See the LLM Configuration section for more details.
requiredConfigs.llm.codegen_llm_engine	string	"askava-gpt-4-o"	See the LLM Configuration section for more details.
requiredConfigs.llm.google.api_config.api_url	string	""	See the LLM Configuration section for more details.
requiredConfigs.llm.google.api_config.chat_completion_engine	string	""	See the LLM Configuration section for more details.
requiredConfigs.llm.google.api_config.location	string	""	See the LLM Configuration section for more details.
requiredConfigs.llm.google.api_config.project	string	""	See the LLM Configuration section for more details.
requiredConfigs.llm.google.api_secret.vertex_ai_api_credentials	string	""	See the LLM Configuration section for more details.
requiredConfigs.llm.openai.api_config.api_organization	string	""	See the LLM Configuration section for more details.
requiredConfigs.llm.openai.api_config.api_type	string	"open_ai"	See the LLM Configuration section for more details.
requiredConfigs.llm.openai.api_config.api_url	string	"https://api.openai.com/v1"	See the LLM Configuration section for more details.
requiredConfigs.llm.openai.api_config.api_version	string	"2024-01-10"	See the LLM Configuration section for more details.
requiredConfigs.llm.openai.api_config.chat_completion_engine	string	"gpt-4"	See the LLM Configuration section for more details.
requiredConfigs.llm.openai.api_config.embedding_engine	string	""	See the LLM Configuration section for more details.
requiredConfigs.llm.openai.api_secret.api_key	string	""	See the LLM Configuration section for more details.
requiredConfigs.llm.openai_provider	string	"openai"	See the LLM Configuration section for more details.
requiredConfigs.llm.provider	string	"openai"	See the LLM Configuration section for more details.
scheduler.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
scheduler.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
scheduler.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
scheduler.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
scheduler.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
scheduler.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
scheduler.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
scheduler.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
scheduler.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
scheduler.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
scheduler.replicas	int	1	The number of Pod replicas to create.
scheduler.resources.limits.cpu	string	"750m"	The CPU limit for this service.
scheduler.resources.limits.memory	string	"6Gi"	The memory limit for this service.
scheduler.resources.requests.cpu	string	"750m"	The CPU request for this service.
scheduler.resources.requests.memory	string	"2.5Gi"	The memory request for this service.
scheduler.spec.strategy.type	string	"Recreate"	The pod replacement strategy.
secrets.appStorage.enabled	bool	true	Whether to create the Secret resource.
secrets.appStorage.eso.enabled	bool	false	Whether to enable the ExternalSecret.
secrets.appStorage.eso.remoteSecretName	string	""	The name of the secret that the ExternalSecret will use as its target.
secrets.appStorage.id	string	"<random 32 bytes>"	The storage backend's key id.
secrets.appStorage.rotate	bool	false	Whether to rotate the existing Secret resource. Note that this does not work on ExternalSecret resources.
secrets.appStorage.secret	string	"<random 64 bytes>"	The storage backend's secret key.
secrets.computeEngineCredentials.enabled	bool	true	Whether to create the Secret resource.
secrets.computeEngineCredentials.eso.enabled	bool	false	Whether to enable the ExternalSecret.
secrets.computeEngineCredentials.eso.remoteSecretName	string	""	The name of the secret that the ExternalSecret will use as its target.
secrets.computeEngineCredentials.password	string	"<random 64 bytes>"	The password for the compute engine.
secrets.computeEngineCredentials.rotate	bool	false	Whether to rotate the existing Secret resource. Note that this does not work on ExternalSecret resources.
secrets.computeEngineCredentials.username	string	"postgres"	The username for the compute engine.
secrets.dockerconfigjson.dockerEmail	string	""	The email to use in the credentials. Note that this is optional.
secrets.dockerconfigjson.dockerPassword	string	""	The password to login to the private DataChat image repository.
secrets.dockerconfigjson.dockerServer	string	"https://us-central1-docker.pkg.dev"	The docker repository server to point to.
secrets.dockerconfigjson.dockerUsername	string	""	The username to login to the private repository.
secrets.dockerconfigjson.eso.enabled	bool	false	Whether to enable the ExternalSecret.
secrets.dockerconfigjson.eso.remoteSecretName	string	""	The name of the secret that the ExternalSecret will use as its target.
secrets.dockerconfigjson.rotate	bool	false	Whether to rotate the existing Secret resource. Note that this does not work on ExternalSecret resources.
secrets.eso.refreshInterval	string	"0"	The refresh interval for ExternalSecret resources.
secrets.eso.secretStoreRef.kind	string	"ClusterSecretStore"	The resource type of the ExternalSecretOperator's secret store.
secrets.eso.secretStoreRef.name	string	""	The name of the existing ExternalSecretOperator secret store. Note that this requires you to have installed and configured the ExternalSecretOperator already. See https://external-secrets.io/latest/ for more details.
secrets.gauthClientSecret.client_id	string	"<random 32 bytes>"	The client_id for Google Drive Access.
secrets.gauthClientSecret.client_secret	string	"<random 32 bytes>"	The client_secret for Google Drive Access.
secrets.gauthClientSecret.enabled	bool	false	Whether to create the Secret resource.
secrets.gauthClientSecret.eso.enabled	bool	false	Whether to enable the ExternalSecret.
secrets.gauthClientSecret.eso.remoteSecretName	string	""	The name of the secret that the ExternalSecret will use as its target.
secrets.gauthClientSecret.rotate	bool	false	Whether to rotate the existing Secret resource. Note that this does not work on ExternalSecret resources.
secrets.googleSsoSecret.clientId	string	""	The client_id for Google SSO.
secrets.googleSsoSecret.clientSecret	string	""	The client_secret for Google SSO.
secrets.googleSsoSecret.enabled	bool	false	Whether to create the Secret resource.
secrets.googleSsoSecret.eso.enabled	bool	false	Whether to enable the ExternalSecret.
secrets.googleSsoSecret.eso.remoteSecretName	string	""	The name of the secret that the ExternalSecret will use as its target.
secrets.googleSsoSecret.rotate	bool	false	Whether to rotate the existing Secret resource. Note that this does not work on ExternalSecret resources.
secrets.iapAudienceSecret.enabled	bool	false	Whether to create the Secret resource.
secrets.iapAudienceSecret.eso.enabled	bool	false	Whether to enable the ExternalSecret.
secrets.iapAudienceSecret.eso.remoteSecretName	string	""	The name of the secret that the ExternalSecret will use as its target.
secrets.iapAudienceSecret.rotate	bool	false	Whether to rotate the existing Secret resource. Note that this does not work on ExternalSecret resources.
secrets.iapAudienceSecret.value	string	""	The IAP audience secret value.
secrets.managementDatabase.enabled	bool	true	Whether to create the Secret resource.
secrets.managementDatabase.eso.enabled	bool	false	Whether to enable the ExternalSecret.
secrets.managementDatabase.eso.remoteSecretName	string	""	The name of the secret that the ExternalSecret will use as its target.
secrets.managementDatabase.password	string	"<random 64 bytes>"	Override for the password for the management database.
secrets.managementDatabase.rotate	bool	false	Whether to rotate the existing Secret resource. Note that this does not work on ExternalSecret resources.
secrets.managementDatabase.username	string	"postgres"	Override for the username for the management database.
secrets.nl2codeSecret.enabled	bool	true	Whether to create the Secret resource.
secrets.nl2codeSecret.eso.enabled	bool	false	Whether to enable the ExternalSecret.
secrets.nl2codeSecret.eso.remoteSecretName	string	""	The name of the secret that the ExternalSecret will use as its target.
secrets.nl2codeSecret.rotate	bool	false	Whether to rotate the existing Secret resource. Note that this does not work on ExternalSecret resources.
secrets.pipelinerSecret.enabled	bool	true	Whether to create the Secret resource.
secrets.pipelinerSecret.eso.enabled	bool	false	Whether to enable the ExternalSecret.
secrets.pipelinerSecret.eso.remoteSecretName	string	""	The name of the secret that the ExternalSecret will use as its target.
secrets.pipelinerSecret.rotate	bool	false	Whether to rotate the existing Secret resource. Note that this does not work on ExternalSecret resources.
secrets.secretTls.enabled	bool	true	Whether to create the Secret resource.
secrets.secretTls.eso.enabled	bool	false	Whether to enable the ExternalSecret.
secrets.secretTls.eso.remoteSecretName	string	""	The name of the secret that the ExternalSecret will use as its target.
secrets.secretTls.name	string	"secret-tls"	The name of the TLS Secret.
secrets.secretTls.rotate	bool	false	Whether to rotate the existing Secret resource. Note that this does not work on ExternalSecret resources.
secrets.secretTls.tlsCrt	string	"<self signed cert>"	The TLS Certificate. If enabled and none is provided, a self signed certificate will be created using helm's genSelfSignedCert function and the cert will be used here.
secrets.secretTls.tlsKey	string	"<self signed cert>"	The TLS Private Key. If enabled and none is provided, a self signed certificate will be created using helm's genSelfSignedCert function and the key will be used here.
vector-db-init.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
vector-db-init.containerPorts	list	[]	Ports to add to .spec.template.spec.containers[x].ports.
vector-db-init.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
vector-db-init.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
vector-db-init.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
vector-db-init.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
vector-db-init.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
vector-db-init.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
vector-db-init.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
vector-db-init.resources.limits.cpu	string	"2"	The CPU limit for this service.
vector-db-init.resources.limits.memory	string	"4Gi"	The memory limit for this service.
vector-db-init.resources.requests.cpu	string	"500m"	The CPU request for this service.
vector-db-init.resources.requests.memory	string	"256Mi"	The memory request for this service.
vector-mgmt-service.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
vector-mgmt-service.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
vector-mgmt-service.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
vector-mgmt-service.hpa.maxReplicas	int	8	When global.autoscaling.hpa.enabled: true this value will set the service's HPA's .spec.maxReplicas.
vector-mgmt-service.hpa.minReplicas	int	1	When global.autoscaling.hpa.enabled: true this value will set the service's HPA's .spec.minReplicas.
vector-mgmt-service.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
vector-mgmt-service.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
vector-mgmt-service.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
vector-mgmt-service.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
vector-mgmt-service.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
vector-mgmt-service.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
vector-mgmt-service.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
vector-mgmt-service.replicas	int	1	The number of Pod replicas to create.
vector-mgmt-service.resources.limits.cpu	string	"1"	The CPU limit for this service.
vector-mgmt-service.resources.limits.memory	string	"1Gi"	The memory limit for this service.
vector-mgmt-service.resources.requests.cpu	string	"1"	The CPU request for this service.
vector-mgmt-service.resources.requests.memory	string	"700Mi"	The memory request for this service.
vector-mgmt-service.spec.strategy.rollingUpdate.maxSurge	string	"50%"	The maximum number of Pods that can be created over the desired number of Pods during the Pod replacement strategy.
vector-mgmt-service.spec.strategy.rollingUpdate.maxUnavailable	string	"50%"	The maximum number of pods that can be unavailable during Pod recreation.
vector-mgmt-service.spec.strategy.type	string	"RollingUpdate"	The pod replacement strategy.
web-app.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
web-app.env	list	[]	Adds env variables to .spec.template.spec.containers[x].env.
web-app.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
web-app.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
web-app.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
web-app.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
web-app.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
web-app.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
web-app.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
web-app.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
web-app.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
web-app.replicas	int	1	The number of Pod replicas to create.
web-app.spec.strategy.rollingUpdate.maxSurge	string	"50%"	The maximum number of Pods that can be created over the desired number of Pods during the Pod replacement strategy.
web-app.spec.strategy.rollingUpdate.maxUnavailable	string	"50%"	The maximum number of pods that can be unavailable during Pod recreation.
web-app.spec.strategy.type	string	"RollingUpdate"	The pod replacement strategy.
worker-nlp.commonEnvs	list	[]	Adds common env variables to .spec.template.spec.containers[x].env.
worker-nlp.containerPorts	list	[]	Ports to add to .spec.template.spec.containers[x].ports.
worker-nlp.extraEnvs	list	[]	Adds extra env vars to .spec.template.spec.containers[x].env.
worker-nlp.extraPorts	list	[]	Adds extra ports to .spec.template.spec.containers[x].ports.
worker-nlp.hpa.maxReplicas	int	16	When global.autoscaling.hpa.enabled: true this value will set the service's HPA's .spec.maxReplicas.
worker-nlp.hpa.minReplicas	int	2	When global.autoscaling.hpa.enabled: true this value will set the service's HPA's .spec.minReplicas.
worker-nlp.networkPolicy.ingress.extra	list	[]	If global.networkPolicies.enabled: true, this adds extra ingress configurations to the NetworkPolicy's .spec.ingress block. For example, you would add additional array - from blocks here.
worker-nlp.networkPolicy.ingress.extraFrom	list	[]	Adds additional ingress rules to the default ingress rule. For example, adding additional selectors will be placed in .spec.ingress[0].from block.
worker-nlp.networkPolicy.egress	object	{}	Adds egress NetworkPolicy block.
worker-nlp.networkPolicy.specOverride	list	[]	If using custom NetworkPolicy objects, this allows you to override the .spec section entirely.
worker-nlp.podAnnotations	object	{}	Adds annotations to the Deployment's Pod spec at .spec.template.metadata.annotations.
worker-nlp.prometheus.exposed	bool	false	If true, allows prometheus.ports to be added to the Deployment's .spec.template.spec.containers[x].ports block.
worker-nlp.prometheus.ports	list	[]	If prometheus.exposed: true then add the ports listed here to the Deployment's .spec.template.spec.containers[x].ports block.
worker-nlp.replicas	int	2	The number of Pod replicas to create.
worker-nlp.resources.limits.cpu	string	"5"	The CPU limit for this service.
worker-nlp.resources.limits.memory	string	"15Gi"	The memory limit for this service.
worker-nlp.resources.requests.cpu	string	"3"	The CPU request for this service.
worker-nlp.resources.requests.memory	string	"5Gi"	The memory request for this service.
worker-nlp.spec.strategy.rollingUpdate.maxSurge	string	"50%"	The maximum number of Pods that can be created over the desired number of Pods during the Pod replacement strategy.
worker-nlp.spec.strategy.rollingUpdate.maxUnavailable	string	"50%"	The maximum number of pods that can be unavailable during Pod recreation.
worker-nlp.spec.strategy.type	string	"RollingUpdate"	The pod replacement strategy.

HorizontalPodAutoscaler

DataChat makes use of custom metrics to scale its services. Because of this, it requires the prometheus-adapter with a specific custom configuration.

Installation

1. Add the prometheus-community helm repo:

helm add prometheus-community https://prometheus-community.github.io/helm-charts

2. Create a values file with the following configuration:

image:
  tag: v0.10.0

logLevel: 1

prometheus:
  port: 9090

rules:
  default: false
  custom:
  - seriesQuery: 'active_tasks'
    name:
      as: 'active_tasks'
    resources:
      overrides:
        namespace:
          resource: namespace
        pod:
          resource: pod
    metricsQuery: 'sum(<<.Series>>{<<.LabelMatchers>>}) by (<<.GroupBy>>)'
  - seriesQuery: 'pipeliner_sql_queue_size'
    name:
      as: 'pipeliner_sql_task_queue'
    resources:
      overrides:
        namespace:
          resource: namespace
        pod:
          resource: pod
    metricsQuery: 'avg_over_time(pipeliner_sql_queue_size[30s])'
  - seriesQuery: 'rabbitmq_queue_messages{queue="datachat.task.incoming.regular"}'
    name:
      as: 'queue_depth_of_datachat_task_incoming_regular_queue'
    resources:
      overrides:
        namespace:
          resource: namespace
        pod:
          resource: pod
    metricsQuery: 'sum(<<.Series>>{<<.LabelMatchers>>, queue="datachat.task.incoming.regular"}) by (<<.GroupBy>>)'
  - seriesQuery: 'active_encoderlm_service_requests{namespace!="",pod!=""}'
    resources:
      overrides:
        namespace:
          resource: namespace
        pod:
          resource: pod
    name:
      as: 'percent_encoderlm_service_procs_busy'
    metricsQuery: 'avg(sum(<<.Series>>{<<.LabelMatchers>>}) by (pid, pod, namespace)) by (<<.GroupBy>>)'
  - seriesQuery: 'active_dc_nl2code_service_requests{namespace!="",pod!=""}'
    resources:
      overrides:
        namespace:
          resource: namespace
        pod:
          resource: pod
    name:
      as: 'percent_dc_nl2code_procs_busy'
    metricsQuery: 'avg(sum(<<.Series>>{<<.LabelMatchers>>}) by (pid, pod, namespace)) by (<<.GroupBy>>) / 5'
  - seriesQuery: 'active_dc_app_service_requests{namespace!="",pod!=""}'
    resources:
      overrides:
        namespace:
          resource: namespace
        pod:
          resource: pod
    name:
      as: 'percent_dc_app_service_procs_busy'
    metricsQuery: 'avg(sum(<<.Series>>{<<.LabelMatchers>>}) by (pid, pod, namespace)) by (<<.GroupBy>>)'
  - seriesQuery: 'rabbitmq_queue_messages{queue="ml_task_executor_rpc"}'
    name:
      as: 'queue_depth_of_datachat_ml_task_executor_rpc_queue'
    resources:
      overrides:
        namespace:
          resource: namespace
        pod:
          resource: pod
    metricsQuery: 'sum(<<.Series>>{<<.LabelMatchers>>, queue="ml_task_executor_rpc"}) by (<<.GroupBy>>)'
  - seriesQuery: 'active_vector_mgmt_service_requests{namespace!="",pod!=""}'
    resources:
      overrides:
        namespace:
          resource: namespace
        pod:
          resource: pod
    name:
      as: 'percent_vector_mgmt_service_procs_busy'
    metricsQuery: 'avg(sum(<<.Series>>{<<.LabelMatchers>>}) by (pid, pod, namespace)) by (<<.GroupBy>>) / 5'

3. Install the prometheus-adapter helm chart:

helm repo update && \
helm install prometheus-adapter prometheus-community/prometheus-adapter -n prometheus --create-namespace -f <path-to-your-values-file>

4. Upgrade your datachat chart and enable HPAs:

helm upgrade -n datachat --reuse-values --set global.autoscaling.hpa.enabled=true

NetworkPolicies

Some cluster Container Network Interfaces (CNI) may not support or need NetworkPolicies, making these resources optional. To enable NetworkPolicy resources, set global.networkPolicies.enabled: true in the chart's values.yaml file.

Note: Services exposed via the Ingress resource will block all ingress traffic except from the ingress controller's namespace. Currently, this applies only to the Ingress-NGINX Controller in the ingress-nginx namespace. If you use another ingress controller, you must allow ingress traffic from its namespace for DataChat services exposed via the Ingress object.

To accommodate different organizational needs, the chart allows customization of the NetworkPolicy resources' .spec section. For example:

1. DataChat currently provides only ingress rules. If you need egress rules:

# values.yaml
global:
  networkPolicies:
    enabled: true

# For each service's NetworkPolicy, add egress rules. For example:
ask-cache:
  networkPolicy:
    egress:
      # <your-egress-rules-here>

2. If you use custom NetworkPolicy resources like Calico's GlobalNetworkPolicy:

# values.yaml
global:
  networkPolicies:
    enabled: true
    apiVersion: "projectcalico.org/v3"
    kind: "GlobalNetworkPolicy"

# For each service's NetworkPolicy, you will then have to override the `.spec` section and use Calico's custom NetworkPolicy syntax. For example:
ask-cache:
  networkPolicy:
    ingress:
      specOverride:
        selector: app.kubernetes.io/name == '<datachat-service>'
        types:
          - Ingress
        ingress:
          - action: Allow
            protocol: TCP
            source:
              selector: app.kubernetes.io/name == '<datachat-service>'
            destination:
              ports:
                - 6379

3. If you are using an ingress controller other than the ingress-nginx controller, or if you are using the ingress-nginx controller in a namespace other than ingress-nginx, you need to update the ingress policy to allow traffic from your ingress controller to the exposed DataChat services. Replace $INGRESS_CONTROLLER_NAMESPACE in the policy below with the namespace where your ingress controller is running:

# values.yaml
global:
  networkPolicies:
    ingressControllerNetworkPolicy:
      - namespaceSelector:
          matchLabels:
            kubernetes.io/metadata.name: $INGRESS_CONTROLLER_NAMESPACE
        podSelector:
          matchLabels:
            app.kubernetes.io/name: $INGRESS_CONTROLLER_NAMESPACE

LLM Configuration

DataChat configures Large Language Models (LLMs) for features such as the Data Assistant and dynamic recommendations. There are two types of LLM configurations, API configuration and API secret:

• API configuration. Includes parameters such as the model endpoint, model type, and endpoint API version.
• API secret. Consists of the credentials needed to access the configured LLM endpoint.

There are two options for configuring LLMs in a DataChat deployment:

• Use existing models from OpenAI.
• Deploy LLMs on Azure or Google to use self-deployed models.

Note: The API secret is part of our secret management. To rotate the LLM API secret, in addition to updating the secret field (e.g. requiredConfigs.llm.openai.api_secret.api_key), you must also set secrets.nl2codeSecret.rotate to true.

Examples

OpenAI LLM

DataChat defaults to using LLMs from OpenAI. Customers must create their own API keys on the OpenAI website.

requiredConfigs:
  llm:
    provider: "openai" # this field will contain the provider we set now in env var `DATACHAT_LLM_CONFIG_LLM_PROVIDER`.
    openai_provider: "openai" # which party host openai models. Could be azure or openai
    openai:
      api_config:
        api_url: "https://api.openai.com/v1"
        api_type: "open_ai"
        api_version: "2024-01-10"
        api_organization: "" # optional field to set.
        chat_completion_engine: "gpt-4"

      api_secret:
        api_key: "<API key created by your organization>"

• openai_provider. Specifies the host for the OpenAI LLM. The value can be either azure or openai.
• api_config:
  • api_url. The base URL to which LLM generation requests are sent. The OpenAI client will append the appropriate path to this URL.
  • api_type. The type of OpenAI API request.
  • api_version. The version of the API.
  • api_organization (optional). You can create an organization on OpenAI and enter its organization ID here.
  • chat_completion_engine. The model used for code generation and question recommendations.
• api_secret:
  • api_key. The API key created on the OpenAI website.

Azure OpenAI Resource

Azure hosts OpenAI LLMs as part of their cloud infrastructure/service.

requiredConfigs:
  llm:
    provider: "azure"
    openai_provider: "azure" # which party host openai models. Could be azure or openai
    azure:
      api_config:
        api_url: "<your Azure endpoint>"
        api_type: "azure"  # if using Azure Application Gateway, api_type should be "azure_ad".
        api_version: "2024-02-15-preview"
        api_organization: "<Azure organization name>"
        chat_completion_engine: "<your LLM model in Azure OpenAI Resource for chat completion>"

      api_secret:
        ## Azure credentials after Azure OpenAI resource is created
        azure_api_key: ""
        ### if using Azure API Gateway feature
        azure_client_id: ""
        azure_client_secret: ""
        azure_tenant_id: ""

The api_config is similar to that of the openai block. For api_secret, the azure_api_key will be available once the Azure OpenAI Resource is ready.

If you are using an API Gateway to route LLM requests (where api_url will be the endpoint for the API Gateway), you will also need azure_client_id, azure_client_secret, and azure_tenant_id to authenticate with the Gateway. For details, see this document.

Note: If you are using an application gateway, set api_type to azure_ad.