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copy over tgi & guardrails-usvc charts from https://github.com/opea-p…
…roject/GenAIInfra Host these charts on a infracloud helm repo.
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Sameer Kulkarni
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Sep 16, 2024
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# Patterns to ignore when building packages. | ||
# This supports shell glob matching, relative path matching, and | ||
# negation (prefixed with !). Only one pattern per line. | ||
.DS_Store | ||
# Common VCS dirs | ||
.git/ | ||
.gitignore | ||
.bzr/ | ||
.bzrignore | ||
.hg/ | ||
.hgignore | ||
.svn/ | ||
# Common backup files | ||
*.swp | ||
*.bak | ||
*.tmp | ||
*.orig | ||
*~ | ||
# Various IDEs | ||
.project | ||
.idea/ | ||
*.tmproj | ||
.vscode/ |
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# Copyright (C) 2024 Intel Corporation | ||
# SPDX-License-Identifier: Apache-2.0 | ||
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apiVersion: v2 | ||
name: guardrails-usvc | ||
description: The Helm chart for deploying guardrails-usvc as microservice | ||
type: application | ||
version: 1.0.0 | ||
appVersion: "v1.0" | ||
dependencies: | ||
- name: tgi | ||
version: 1.0.0 | ||
repository: file://../opea-tgi | ||
condition: autodependency.enabled |
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# guardrails-usvc | ||
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Helm chart for deploying LLM microservice. | ||
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guardrails-usvc depends on TGI, you should set TGI_LLM_ENDPOINT as tgi endpoint. | ||
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## (Option1): Installing the chart separately | ||
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First, you need to install the tgi chart, please refer to the [tgi](../tgi) chart for more information. Please use model `meta-llama/Meta-Llama-Guard-2-8B` during installation. | ||
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After you've deployted the tgi chart successfully, please run `kubectl get svc` to get the tgi service endpoint, i.e. `http://tgi`. | ||
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To install the chart, run the following: | ||
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```console | ||
cd GenAIInfra/helm-charts/common/guardrails-usvc | ||
export HFTOKEN="insert-your-huggingface-token-here" | ||
export SAFETY_GUARD_ENDPOINT="http://tgi" | ||
export SAFETY_GUARD_MODEL_ID="meta-llama/Meta-Llama-Guard-2-8B" | ||
helm dependency update | ||
helm install guardrails-usvc . --set global.HUGGINGFACEHUB_API_TOKEN=${HFTOKEN} --set SAFETY_GUARD_ENDPOINT=${SAFETY_GUARD_ENDPOINT} --set SAFETY_GUARD_MODEL_ID=${SAFETY_GUARD_MODEL_ID} --wait | ||
``` | ||
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## (Option2): Installing the chart with dependencies automatically | ||
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```console | ||
cd GenAIInfra/helm-charts/common/guardrails-usvc | ||
export HFTOKEN="insert-your-huggingface-token-here" | ||
helm dependency update | ||
helm install guardrails-usvc . --set global.HUGGINGFACEHUB_API_TOKEN=${HFTOKEN} --set autodependency.enabled=true --wait | ||
``` | ||
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## Verify | ||
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To verify the installation, run the command `kubectl get pod` to make sure all pods are running. | ||
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Then run the command `kubectl port-forward svc/guardrails-usvc 9090:9090` to expose the llm-uservice service for access. | ||
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Open another terminal and run the following command to verify the service if working: | ||
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```console | ||
curl http://localhost:9090/v1/guardrails \ | ||
-X POST \ | ||
-d '{"text":"How do you buy a tiger in the US?","parameters":{"max_new_tokens":32}}' \ | ||
-H 'Content-Type: application/json' | ||
``` | ||
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## Values | ||
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| Key | Type | Default | Description | | ||
| ------------------------------- | ------ | ------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------ | | ||
| global.HUGGINGFACEHUB_API_TOKEN | string | `""` | Your own Hugging Face API token | | ||
| global.modelUseHostPath | string | `"/mnt/opea-models"` | Cached models directory, tgi will not download if the model is cached here. The host path "modelUseHostPath" will be mounted to container as /data directory | | ||
| image.repository | string | `"opea/guardrails-usvc"` | | | ||
| service.port | string | `"9090"` | | | ||
| SAFETY_GUARD_ENDPOINT | string | `""` | LLM endpoint | | ||
| SAFETY_GUARD_MODEL_ID | string | `"meta-llama/Meta-Llama-Guard-2-8B"` | Model ID for the underlying LLM service is using | |
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{{/* | ||
Expand the name of the chart. | ||
*/}} | ||
{{- define "guardrails-usvc.name" -}} | ||
{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" }} | ||
{{- end }} | ||
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{{/* | ||
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 "guardrails-usvc.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 }} | ||
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{{/* | ||
Create chart name and version as used by the chart label. | ||
*/}} | ||
{{- define "guardrails-usvc.chart" -}} | ||
{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" }} | ||
{{- end }} | ||
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{{/* | ||
Common labels | ||
*/}} | ||
{{- define "guardrails-usvc.labels" -}} | ||
helm.sh/chart: {{ include "guardrails-usvc.chart" . }} | ||
{{ include "guardrails-usvc.selectorLabels" . }} | ||
{{- if .Chart.AppVersion }} | ||
app.kubernetes.io/version: {{ .Chart.AppVersion | quote }} | ||
{{- end }} | ||
app.kubernetes.io/managed-by: {{ .Release.Service }} | ||
{{- end }} | ||
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{{/* | ||
Selector labels | ||
*/}} | ||
{{- define "guardrails-usvc.selectorLabels" -}} | ||
app.kubernetes.io/name: {{ include "guardrails-usvc.name" . }} | ||
app.kubernetes.io/instance: {{ .Release.Name }} | ||
{{- end }} | ||
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{{/* | ||
Create the name of the service account to use | ||
*/}} | ||
{{- define "guardrails-usvc.serviceAccountName" -}} | ||
{{- if .Values.serviceAccount.create }} | ||
{{- default (include "guardrails-usvc.fullname" .) .Values.serviceAccount.name }} | ||
{{- else }} | ||
{{- default "default" .Values.serviceAccount.name }} | ||
{{- end }} | ||
{{- end }} |
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# Copyright (C) 2024 Intel Corporation | ||
# SPDX-License-Identifier: Apache-2.0 | ||
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apiVersion: v1 | ||
kind: ConfigMap | ||
metadata: | ||
name: {{ include "guardrails-usvc.fullname" . }}-config | ||
labels: | ||
{{- include "guardrails-usvc.labels" . | nindent 4 }} | ||
data: | ||
{{- if .Values.SAFETY_GUARD_ENDPOINT }} | ||
SAFETY_GUARD_ENDPOINT: {{ tpl .Values.SAFETY_GUARD_ENDPOINT . | quote}} | ||
{{- else }} | ||
SAFETY_GUARD_ENDPOINT: "http://{{ .Release.Name }}-tgi" | ||
{{- end }} | ||
SAFETY_GUARD_MODEL_ID: {{ .Values.SAFETY_GUARD_MODEL_ID | quote }} | ||
HUGGINGFACEHUB_API_TOKEN: {{ .Values.global.HUGGINGFACEHUB_API_TOKEN | quote}} | ||
HF_HOME: "/tmp/.cache/huggingface" | ||
LOGFLAG: {{ .Values.LOGFLAG | quote }} | ||
{{- if .Values.global.HF_ENDPOINT }} | ||
HF_ENDPOINT: {{ .Values.global.HF_ENDPOINT | quote}} | ||
{{- end }} | ||
http_proxy: {{ .Values.global.http_proxy | quote }} | ||
https_proxy: {{ .Values.global.https_proxy | quote }} | ||
{{- if and (not .Values.SAFETY_GUARD_ENDPOINT) (or .Values.global.http_proxy .Values.global.https_proxy) }} | ||
no_proxy: "{{ .Release.Name }}-tgi,{{ .Values.global.no_proxy }}" | ||
{{- else }} | ||
no_proxy: {{ .Values.global.no_proxy | quote }} | ||
{{- end }} |
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# Copyright (C) 2024 Intel Corporation | ||
# SPDX-License-Identifier: Apache-2.0 | ||
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apiVersion: apps/v1 | ||
kind: Deployment | ||
metadata: | ||
name: {{ include "guardrails-usvc.fullname" . }} | ||
labels: | ||
{{- include "guardrails-usvc.labels" . | nindent 4 }} | ||
spec: | ||
replicas: {{ .Values.replicaCount }} | ||
selector: | ||
matchLabels: | ||
{{- include "guardrails-usvc.selectorLabels" . | nindent 6 }} | ||
template: | ||
metadata: | ||
{{- with .Values.podAnnotations }} | ||
annotations: | ||
{{- toYaml . | nindent 8 }} | ||
{{- end }} | ||
labels: | ||
{{- include "guardrails-usvc.selectorLabels" . | nindent 8 }} | ||
spec: | ||
{{- with .Values.imagePullSecrets }} | ||
imagePullSecrets: | ||
{{- toYaml . | nindent 8 }} | ||
{{- end }} | ||
securityContext: | ||
{{- toYaml .Values.podSecurityContext | nindent 8 }} | ||
containers: | ||
- name: {{ .Release.Name }} | ||
envFrom: | ||
- configMapRef: | ||
name: {{ include "guardrails-usvc.fullname" . }}-config | ||
{{- if .Values.global.extraEnvConfig }} | ||
- configMapRef: | ||
name: {{ .Values.global.extraEnvConfig }} | ||
optional: true | ||
{{- end }} | ||
securityContext: | ||
{{- toYaml .Values.securityContext | nindent 12 }} | ||
image: "{{ .Values.image.repository }}:{{ .Values.image.tag | default .Chart.AppVersion }}" | ||
imagePullPolicy: {{ .Values.image.pullPolicy }} | ||
ports: | ||
- name: guardrails-usvc | ||
containerPort: 9090 | ||
protocol: TCP | ||
volumeMounts: | ||
- mountPath: /tmp | ||
name: tmp | ||
{{- if .Values.livenessProbe }} | ||
livenessProbe: | ||
{{- toYaml .Values.livenessProbe | nindent 12 }} | ||
{{- end }} | ||
{{- if .Values.readinessProbe }} | ||
readinessProbe: | ||
{{- toYaml .Values.readinessProbe | nindent 12 }} | ||
{{- end }} | ||
{{- if .Values.startupProbe }} | ||
startupProbe: | ||
{{- toYaml .Values.startupProbe | nindent 12 }} | ||
{{- end }} | ||
resources: | ||
{{- toYaml .Values.resources | nindent 12 }} | ||
volumes: | ||
- name: tmp | ||
emptyDir: {} | ||
{{- with .Values.nodeSelector }} | ||
nodeSelector: | ||
{{- toYaml . | nindent 8 }} | ||
{{- end }} | ||
{{- with .Values.affinity }} | ||
affinity: | ||
{{- toYaml . | nindent 8 }} | ||
{{- end }} | ||
{{- with .Values.tolerations }} | ||
tolerations: | ||
{{- toYaml . | nindent 8 }} | ||
{{- end }} | ||
{{- if .Values.evenly_distributed }} | ||
topologySpreadConstraints: | ||
- maxSkew: 1 | ||
topologyKey: kubernetes.io/hostname | ||
whenUnsatisfiable: ScheduleAnyway | ||
labelSelector: | ||
matchLabels: | ||
{{- include "guardrails-usvc.selectorLabels" . | nindent 14 }} | ||
{{- end }} |
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# Copyright (C) 2024 Intel Corporation | ||
# SPDX-License-Identifier: Apache-2.0 | ||
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apiVersion: v1 | ||
kind: Service | ||
metadata: | ||
name: {{ include "guardrails-usvc.fullname" . }} | ||
labels: | ||
{{- include "guardrails-usvc.labels" . | nindent 4 }} | ||
spec: | ||
type: {{ .Values.service.type }} | ||
ports: | ||
- port: {{ .Values.service.port }} | ||
targetPort: 9090 | ||
protocol: TCP | ||
name: guardrails-usvc | ||
selector: | ||
{{- include "guardrails-usvc.selectorLabels" . | nindent 4 }} |
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# Copyright (C) 2024 Intel Corporation | ||
# SPDX-License-Identifier: Apache-2.0 | ||
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apiVersion: v1 | ||
kind: Pod | ||
metadata: | ||
name: "{{ include "guardrails-usvc.fullname" . }}-testpod" | ||
labels: | ||
{{- include "guardrails-usvc.labels" . | nindent 4 }} | ||
annotations: | ||
"helm.sh/hook": test | ||
#"helm.sh/hook-delete-policy": "hook-succeeded, hook-failure" | ||
spec: | ||
containers: | ||
- name: curl | ||
image: python:3.10.14 | ||
command: ['bash', '-c'] | ||
args: | ||
- | | ||
max_retry=20; | ||
for ((i=1; i<=max_retry; i++)); do | ||
curl http://{{ include "guardrails-usvc.fullname" . }}:{{ .Values.service.port }}/v1/guardrails -sS --fail-with-body \ | ||
-X POST \ | ||
-d '{"text":"How do you buy a tiger in the US?","parameters":{"max_new_tokens":32}}' \ | ||
-H 'Content-Type: application/json' && break; | ||
curlcode=$? | ||
if [[ $curlcode -eq 7 ]]; then sleep 10; else echo "curl failed with code $curlcode"; exit 1; fi; | ||
done; | ||
if [ $i -gt $max_retry ]; then echo "test failed with maximum retry"; exit 1; fi | ||
restartPolicy: Never |
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