Add LowVRAM option parameter (#642 )

fix(deps): update module github.com/valyala/fasthttp to v1.48.0 (#639 )
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
2026-02-04 03:32:40 -05:00 · 2023-06-20 20:33:47 +02:00 · 2023-06-20 16:24:29 +02:00 · 2023-06-20 08:47:21 +02:00 · 2023-06-20 00:12:24 +02:00 · 2023-06-20 00:11:01 +02:00
9 changed files with 215 additions and 9 deletions
--- a/4
+++ b/4
@@ -5,8 +5,8 @@ BINARY_NAME=local-ai

 GOLLAMA_VERSION?=7ad833b67070fd3ec46d838f5e38d21111013f98
 GPT4ALL_REPO?=https://github.com/nomic-ai/gpt4all
-GPT4ALL_VERSION?=fd419caa551bd5e72d7e6b21bc9d9bda6500dc16
-GOGGMLTRANSFORMERS_VERSION?=32b9223ccdb195c652fae341046a7e1ce0cc2571
+GPT4ALL_VERSION?=2b6cc99a31a124f1f27f2dc6515b94b84d35b254
+GOGGMLTRANSFORMERS_VERSION?=661669258dd0a752f3f3607358b168bc1d928135
 RWKV_REPO?=https://github.com/donomii/go-rwkv.cpp
 RWKV_VERSION?=930a774fa0152426ed2279cb1005b3490bb0eba6
 WHISPER_CPP_VERSION?=57543c169e27312e7546d07ed0d8c6eb806ebc36
--- a/api/config.go
+++ b/api/config.go
@@ -35,6 +35,7 @@ type Config struct {
 	NGPULayers     int               `yaml:"gpu_layers"`
 	MMap           bool              `yaml:"mmap"`
 	MMlock         bool              `yaml:"mmlock"`
+	LowVRAM        bool              `yaml:"low_vram"`

 	TensorSplit           string `yaml:"tensor_split"`
 	MainGPU               string `yaml:"main_gpu"`
--- a/api/prediction.go
+++ b/api/prediction.go
@@ -48,6 +48,10 @@ func defaultLLamaOpts(c Config) []llama.ModelOption {
 		llamaOpts = append(llamaOpts, llama.SetNBatch(512))
 	}

+	if c.LowVRAM {
+		llamaOpts = append(llamaOpts, llama.EnabelLowVRAM)
+	}
+
 	return llamaOpts
 }

--- a/examples/README.md
+++ b/examples/README.md
@@ -24,6 +24,14 @@ This integration shows how to use LocalAI with [mckaywrigley/chatbot-ui](https:/

 There is also a separate example to show how to manually setup a model: [example](https://github.com/go-skynet/LocalAI/tree/master/examples/chatbot-ui-manual/)

+### K8sGPT
+
+_by [@mudler](https://github.com/mudler)_
+
+This example show how to use LocalAI inside Kubernetes with [k8sgpt](https://k8sgpt.ai).
+
+![Screenshot from 2023-06-19 23-58-47](https://github.com/go-skynet/go-ggml-transformers.cpp/assets/2420543/cab87409-ee68-44ae-8d53-41627fb49509)
+
 ### Flowise

 _by [@mudler](https://github.com/mudler)_
--- a/examples/k8sgpt/README.md
+++ b/examples/k8sgpt/README.md
@@ -0,0 +1,70 @@
+# k8sgpt example
+
+This example show how to use LocalAI with k8sgpt
+
+![Screenshot from 2023-06-19 23-58-47](https://github.com/go-skynet/go-ggml-transformers.cpp/assets/2420543/cab87409-ee68-44ae-8d53-41627fb49509)
+
+## Create the cluster locally with Kind (optional)
+
+If you want to test this locally without a remote Kubernetes cluster, you can use kind.
+
+Install [kind](https://kind.sigs.k8s.io/) and create a cluster:
+
+```
+kind create cluster
+```
+
+## Setup LocalAI
+
+We will use [helm](https://helm.sh/docs/intro/install/):
+
+```
+helm repo add go-skynet https://go-skynet.github.io/helm-charts/
+helm repo update
+
+# Clone LocalAI
+git clone https://github.com/go-skynet/LocalAI
+
+cd LocalAI/examples/k8sgpt
+
+# modify values.yaml preload_models with the models you want to install.
+# CHANGE the URL to a model in huggingface.
+helm install local-ai go-skynet/local-ai --create-namespace --namespace local-ai --values values.yaml
+```
+
+## Setup K8sGPT
+
+```
+# Install k8sgpt
+helm repo add k8sgpt https://charts.k8sgpt.ai/
+helm repo update
+helm install release k8sgpt/k8sgpt-operator -n k8sgpt-operator-system --create-namespace
+```
+
+Apply the k8sgpt-operator configuration:
+
+```
+kubectl apply -f - << EOF
+apiVersion: core.k8sgpt.ai/v1alpha1
+kind: K8sGPT
+metadata:
+  name: k8sgpt-local-ai
+  namespace: default
+spec:
+  backend: localai
+  baseUrl: http://local-ai.local-ai.svc.cluster.local:8080/v1
+  noCache: false
+  model: gpt-3.5-turbo
+  noCache: false
+  version: v0.3.0
+  enableAI: true
+EOF
+```
+
+## Test
+
+Apply a broken pod:
+
+```
+kubectl apply -f broken-pod.yaml
+```
--- a/examples/k8sgpt/broken-pod.yaml
+++ b/examples/k8sgpt/broken-pod.yaml
@@ -0,0 +1,14 @@
+apiVersion: v1
+kind: Pod
+metadata:
+  name: broken-pod
+spec:
+  containers:
+    - name: broken-pod
+      image: nginx:1.a.b.c
+      livenessProbe:
+        httpGet:
+          path: /
+          port: 90
+        initialDelaySeconds: 3
+        periodSeconds: 3
--- a/examples/k8sgpt/values.yaml
+++ b/examples/k8sgpt/values.yaml
@@ -0,0 +1,95 @@
+replicaCount: 1
+
+deployment:
+  # https://quay.io/repository/go-skynet/local-ai?tab=tags
+  image: quay.io/go-skynet/local-ai:latest
+  env:
+    threads: 4
+    debug: "true"
+    context_size: 512
+    preload_models: '[{ "url": "github:go-skynet/model-gallery/wizard.yaml", "name": "gpt-3.5-turbo", "overrides": { "parameters": { "model": "WizardLM-7B-uncensored.ggmlv3.q5_1" }},"files": [ { "uri": "https://huggingface.co//WizardLM-7B-uncensored-GGML/resolve/main/WizardLM-7B-uncensored.ggmlv3.q5_1.bin", "sha256": "d92a509d83a8ea5e08ba4c2dbaf08f29015932dc2accd627ce0665ac72c2bb2b", "filename": "WizardLM-7B-uncensored.ggmlv3.q5_1" }]}]'
+  modelsPath: "/models"
+
+resources:
+  {}
+  # We usually recommend not to specify default resources and to leave this as a conscious
+  # choice for the user. This also increases chances charts run on environments with little
+  # resources, such as Minikube. If you do want to specify resources, uncomment the following
+  # lines, adjust them as necessary, and remove the curly braces after 'resources:'.
+  # limits:
+  #   cpu: 100m
+  #   memory: 128Mi
+  # requests:
+  #   cpu: 100m
+  #   memory: 128Mi
+
+# Prompt templates to include
+# Note: the keys of this map will be the names of the prompt template files
+promptTemplates:
+  {}
+  # ggml-gpt4all-j.tmpl: |
+  #   The prompt below is a question to answer, a task to complete, or a conversation to respond to; decide which and write an appropriate response.
+  #   ### Prompt:
+  #   {{.Input}}
+  #   ### Response:
+
+# Models to download at runtime
+models:
+  # Whether to force download models even if they already exist
+  forceDownload: false
+
+  # The list of URLs to download models from
+  # Note: the name of the file will be the name of the loaded model
+  list:
+  #- url: "https://gpt4all.io/models/ggml-gpt4all-j.bin"
+      # basicAuth: base64EncodedCredentials
+
+  # Persistent storage for models and prompt templates.
+  # PVC and HostPath are mutually exclusive. If both are enabled,
+  # PVC configuration takes precedence. If neither are enabled, ephemeral
+  # storage is used.
+  persistence:
+    pvc:
+      enabled: false
+      size: 6Gi
+      accessModes:
+        - ReadWriteOnce
+
+      annotations: {}
+
+      # Optional
+      storageClass: ~
+
+    hostPath:
+      enabled: false
+      path: "/models"
+
+service:
+  type: ClusterIP
+  port: 8080
+  annotations: {}
+  # If using an AWS load balancer, you'll need to override the default 60s load balancer idle timeout
+  # service.beta.kubernetes.io/aws-load-balancer-connection-idle-timeout: "1200"
+
+ingress:
+  enabled: false
+  className: ""
+  annotations:
+    {}
+    # kubernetes.io/ingress.class: nginx
+    # kubernetes.io/tls-acme: "true"
+  hosts:
+    - host: chart-example.local
+      paths:
+        - path: /
+          pathType: ImplementationSpecific
+  tls: []
+  #  - secretName: chart-example-tls
+  #    hosts:
+  #      - chart-example.local
+
+nodeSelector: {}
+
+tolerations: []
+
+affinity: {}
--- a/go.mod
+++ b/go.mod
@@ -3,28 +3,28 @@ module github.com/go-skynet/LocalAI
 go 1.19

 require (
-	github.com/donomii/go-rwkv.cpp v0.0.0-20230614130248-a57bca3031fb
+	github.com/donomii/go-rwkv.cpp v0.0.0-20230619005719-f5a8c4539674
 	github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230606002726-57543c169e27
 	github.com/go-audio/wav v1.1.0
 	github.com/go-skynet/bloomz.cpp v0.0.0-20230529155654-1834e77b83fa
 	github.com/go-skynet/go-bert.cpp v0.0.0-20230607105116-6069103f54b9
 	github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230617123349-32b9223ccdb1
 	github.com/go-skynet/go-llama.cpp v0.0.0-20230616223721-7ad833b67070
-	github.com/gofiber/fiber/v2 v2.46.0
+	github.com/gofiber/fiber/v2 v2.47.0
 	github.com/google/uuid v1.3.0
 	github.com/hashicorp/go-multierror v1.1.1
 	github.com/imdario/mergo v0.3.16
 	github.com/mudler/go-stable-diffusion v0.0.0-20230605122230-d89260f598af
-	github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230618181029-fd419caa551b
+	github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230619183453-2b6cc99a31a1
 	github.com/onsi/ginkgo/v2 v2.11.0
 	github.com/onsi/gomega v1.27.8
 	github.com/otiai10/openaigo v1.2.0
 	github.com/rs/zerolog v1.29.1
 	github.com/sashabaranov/go-openai v1.10.1
 	github.com/swaggo/swag v1.16.1
-	github.com/tmc/langchaingo v0.0.0-20230610024316-06cb7b57ea80
-	github.com/urfave/cli/v2 v2.25.5
-	github.com/valyala/fasthttp v1.47.0
+	github.com/tmc/langchaingo v0.0.0-20230616220619-1b3da4433944
+	github.com/urfave/cli/v2 v2.25.7
+	github.com/valyala/fasthttp v1.48.0
 	gopkg.in/yaml.v2 v2.4.0
 	gopkg.in/yaml.v3 v3.0.1
 )
@@ -50,7 +50,7 @@ require (
 	github.com/klauspost/compress v1.16.3 // indirect
 	github.com/mailru/easyjson v0.7.6 // indirect
 	github.com/mattn/go-colorable v0.1.13 // indirect
-	github.com/mattn/go-isatty v0.0.18 // indirect
+	github.com/mattn/go-isatty v0.0.19 // indirect
 	github.com/mattn/go-runewidth v0.0.14 // indirect
 	github.com/otiai10/mint v1.5.1 // indirect
 	github.com/philhofer/fwd v1.1.2 // indirect
--- a/go.sum
+++ b/go.sum
@@ -18,6 +18,8 @@ github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/donomii/go-rwkv.cpp v0.0.0-20230614130248-a57bca3031fb h1:ekua5AlHdmz8LaCOyX2bMp+a1cOEzReUEDFr5A1NOjg=
 github.com/donomii/go-rwkv.cpp v0.0.0-20230614130248-a57bca3031fb/go.mod h1:gWy7FIWioqYmYxkaoFyBnaKApeZVrUkHhv9EV9pz4dM=
+github.com/donomii/go-rwkv.cpp v0.0.0-20230619005719-f5a8c4539674 h1:G70Yf/QOCEL1v24idWnGd6rJsbqiGkJAJnMaWaolzEg=
+github.com/donomii/go-rwkv.cpp v0.0.0-20230619005719-f5a8c4539674/go.mod h1:gWy7FIWioqYmYxkaoFyBnaKApeZVrUkHhv9EV9pz4dM=
 github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230606002726-57543c169e27 h1:boeMTUUBtnLU8JElZJHXrsUzROJar9/t6vGOFjkrhhI=
 github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230606002726-57543c169e27/go.mod h1:QIjZ9OktHFG7p+/m3sMvrAJKKdWrr1fZIK0rM6HZlyo=
 github.com/go-audio/audio v1.0.0 h1:zS9vebldgbQqktK4H0lUqWrG8P0NxCJVqcj7ZpNnwd4=
@@ -55,6 +57,8 @@ github.com/go-task/slim-sprig v0.0.0-20230315185526-52ccab3ef572/go.mod h1:9Pwr4
 github.com/godbus/dbus/v5 v5.0.4/go.mod h1:xhWf0FNVPg57R7Z0UbKHbJfkEywrmjJnf7w5xrFpKfA=
 github.com/gofiber/fiber/v2 v2.46.0 h1:wkkWotblsGVlLjXj2dpgKQAYHtXumsK/HyFugQM68Ns=
 github.com/gofiber/fiber/v2 v2.46.0/go.mod h1:DNl0/c37WLe0g92U6lx1VMQuxGUQY5V7EIaVoEsUffc=
+github.com/gofiber/fiber/v2 v2.47.0 h1:EN5lHVCc+Pyqh5OEsk8fzRiifgwpbrP0rulQ4iNf3fs=
+github.com/gofiber/fiber/v2 v2.47.0/go.mod h1:mbFMVN1lQuzziTkkakgtKKdjfsXSw9BKR5lmcNksUoU=
 github.com/golang/protobuf v1.5.3 h1:KhyjKVUg7Usr/dYsdSqoFveMYd5ko72D+zANwlG1mmg=
 github.com/google/go-cmp v0.5.9 h1:O2Tfq5qg4qc4AmwVlvv0oLiVAGB7enBSJ2x2DqQFi38=
 github.com/google/go-cmp v0.5.9/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
@@ -89,6 +93,8 @@ github.com/mattn/go-isatty v0.0.14/go.mod h1:7GGIvUiUoEMVVmxf/4nioHXj79iQHKdU27k
 github.com/mattn/go-isatty v0.0.16/go.mod h1:kYGgaQfpe5nmfYZH+SKPsOc2e4SrIfOl2e/yFXSvRLM=
 github.com/mattn/go-isatty v0.0.18 h1:DOKFKCQ7FNG2L1rbrmstDN4QVRdS89Nkh85u68Uwp98=
 github.com/mattn/go-isatty v0.0.18/go.mod h1:W+V8PltTTMOvKvAeJH7IuucS94S2C6jfK/D7dTCTo3Y=
+github.com/mattn/go-isatty v0.0.19 h1:JITubQf0MOLdlGRuRq+jtsDlekdYPia9ZFsB8h/APPA=
+github.com/mattn/go-isatty v0.0.19/go.mod h1:W+V8PltTTMOvKvAeJH7IuucS94S2C6jfK/D7dTCTo3Y=
 github.com/mattn/go-runewidth v0.0.14 h1:+xnbZSEeDbOIg5/mE6JF0w6n9duR1l3/WmbinWVwUuU=
 github.com/mattn/go-runewidth v0.0.14/go.mod h1:Jdepj2loyihRzMpdS35Xk/zdY8IAYHsh153qUoGf23w=
 github.com/mudler/go-stable-diffusion v0.0.0-20230605122230-d89260f598af h1:XFq6OUqsWQam0OrEr05okXsJK/TQur3zoZTHbiZD3Ks=
@@ -101,6 +107,8 @@ github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230616214310-42e804
 github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230616214310-42e80495642c/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
 github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230618181029-fd419caa551b h1:/bSjHAjTHZhbs6ak6lDbCKFOLiXTjTEx8TNMgcJEets=
 github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230618181029-fd419caa551b/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
+github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230619183453-2b6cc99a31a1 h1:vp8KYkNIpkk9/zPchSuB2p5a5q+wTIQ9wcesOY5tH+s=
+github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20230619183453-2b6cc99a31a1/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
 github.com/onsi/ginkgo/v2 v2.10.0 h1:sfUl4qgLdvkChZrWCYndY2EAu9BRIw1YphNAzy1VNWs=
 github.com/onsi/ginkgo/v2 v2.10.0/go.mod h1:UDQOh5wbQUlMnkLfVaIUMtQ1Vus92oM+P2JX1aulgcE=
 github.com/onsi/ginkgo/v2 v2.11.0 h1:WgqUCUt/lT6yXoQ8Wef0fsNn5cAuMK7+KT9UFRz2tcU=
@@ -145,12 +153,18 @@ github.com/tinylib/msgp v1.1.8 h1:FCXC1xanKO4I8plpHGH2P7koL/RzZs12l/+r7vakfm0=
 github.com/tinylib/msgp v1.1.8/go.mod h1:qkpG+2ldGg4xRFmx+jfTvZPxfGFhi64BcnL9vkCm/Tw=
 github.com/tmc/langchaingo v0.0.0-20230610024316-06cb7b57ea80 h1:Y+a76dNVbdWduw3gznOr2O2OSZkdwDRYPKTDpG/vM9I=
 github.com/tmc/langchaingo v0.0.0-20230610024316-06cb7b57ea80/go.mod h1:6l1WoyqVDwkv7cFlY3gfcTv8yVowVyuutKv8PGlQCWI=
+github.com/tmc/langchaingo v0.0.0-20230616220619-1b3da4433944 h1:EE9fvNENTdRc/yI/1zAs7VFbmDk6JZ7EbBIFl+TsCm0=
+github.com/tmc/langchaingo v0.0.0-20230616220619-1b3da4433944/go.mod h1:6l1WoyqVDwkv7cFlY3gfcTv8yVowVyuutKv8PGlQCWI=
 github.com/urfave/cli/v2 v2.25.5 h1:d0NIAyhh5shGscroL7ek/Ya9QYQE0KNabJgiUinIQkc=
 github.com/urfave/cli/v2 v2.25.5/go.mod h1:GHupkWPMM0M/sj1a2b4wUrWBPzazNrIjouW6fmdJLxc=
+github.com/urfave/cli/v2 v2.25.7 h1:VAzn5oq403l5pHjc4OhD54+XGO9cdKVL/7lDjF+iKUs=
+github.com/urfave/cli/v2 v2.25.7/go.mod h1:8qnjx1vcq5s2/wpsqoZFndg2CE5tNFyrTvS6SinrnYQ=
 github.com/valyala/bytebufferpool v1.0.0 h1:GqA5TC/0021Y/b9FG4Oi9Mr3q7XYx6KllzawFIhcdPw=
 github.com/valyala/bytebufferpool v1.0.0/go.mod h1:6bBcMArwyJ5K/AmCkWv1jt77kVWyCJ6HpOuEn7z0Csc=
 github.com/valyala/fasthttp v1.47.0 h1:y7moDoxYzMooFpT5aHgNgVOQDrS3qlkfiP9mDtGGK9c=
 github.com/valyala/fasthttp v1.47.0/go.mod h1:k2zXd82h/7UZc3VOdJ2WaUqt1uZ/XpXAfE9i+HBC3lA=
+github.com/valyala/fasthttp v1.48.0 h1:oJWvHb9BIZToTQS3MuQ2R3bJZiNSa2KiNdeI8A+79Tc=
+github.com/valyala/fasthttp v1.48.0/go.mod h1:k2zXd82h/7UZc3VOdJ2WaUqt1uZ/XpXAfE9i+HBC3lA=
 github.com/valyala/tcplisten v1.0.0 h1:rBHj/Xf+E1tRGZyWIWwJDiRY0zc1Js+CV5DqwacVSA8=
 github.com/valyala/tcplisten v1.0.0/go.mod h1:T0xQ8SeCZGxckz9qRXTfG43PvQ/mcWh7FwZEA7Ioqkc=
 github.com/xrash/smetrics v0.0.0-20201216005158-039620a65673 h1:bAn7/zixMGCfxrRTfdpNzjtPYqr8smhKouy9mxVdGPU=
Author	SHA1	Message	Date
Ettore Di Giacinto	2f5feb4841	Add LowVRAM option parameter (#642 )	2023-06-20 20:33:47 +02:00
renovate[bot]	4e3c319e83	fix(deps): update module github.com/valyala/fasthttp to v1.48.0 (#639 ) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-06-20 16:24:29 +02:00
ci-robbot [bot]	d0025a7483	⬆️ Update go-skynet/go-ggml-transformers.cpp (#633 ) Signed-off-by: GitHub <noreply@github.com> Co-authored-by: mudler <mudler@users.noreply.github.com>	2023-06-20 08:47:21 +02:00
ci-robbot [bot]	db0b29be51	⬆️ Update nomic-ai/gpt4all (#628 ) Signed-off-by: GitHub <noreply@github.com> Co-authored-by: mudler <mudler@users.noreply.github.com>	2023-06-20 00:12:24 +02:00
Ettore Di Giacinto	7da07e8af9	example(k8sgpt): Add k8sgpt example (#631 ) Signed-off-by: mudler <mudler@localai.io>	2023-06-20 00:11:01 +02:00
renovate[bot]	6da892758b	fix(deps): update github.com/nomic-ai/gpt4all/gpt4all-bindings/golang digest to 2b6cc99 (#627 ) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-06-19 23:46:03 +02:00
renovate[bot]	5e88930475	fix(deps): update github.com/tmc/langchaingo digest to 1b3da44 (#583 ) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-06-19 23:45:49 +02:00
renovate[bot]	97b02f9765	fix(deps): update github.com/donomii/go-rwkv.cpp digest to f5a8c45 (#609 ) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-06-19 19:20:19 +02:00
renovate[bot]	7ee1b10dfb	fix(deps): update module github.com/urfave/cli/v2 to v2.25.7 (#577 ) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-06-19 19:20:06 +02:00
renovate[bot]	3932c15823	fix(deps): update module github.com/gofiber/fiber/v2 to v2.47.0 (#625 ) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-06-19 17:16:03 +02:00