chore: upgraded cohere backend

Signed-off-by: Alex Jones <alexsimonjones@gmail.com>
fix(deps): update module github.com/aquasecurity/trivy-operator to v0.15.1 (#576 )
2026-03-19 11:33:08 +00:00 · 2023-07-26 16:14:36 +01:00 · 2023-07-26 15:57:05 +01:00 · 2023-07-26 08:57:13 +01:00 · 2023-07-26 07:01:54 +01:00 · 2023-07-25 08:09:59 +01:00
10 changed files with 341 additions and 82 deletions
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -25,7 +25,7 @@ jobs:
      - name: Checkout
        uses: actions/checkout@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 # v3

-      - uses: google-github-actions/release-please-action@8016a6649226f2ec88ed05441c11bb5410a22d29 # v3
+      - uses: google-github-actions/release-please-action@ca6063f4ed81b55db15b8c42d1b6f7925866342d # v3
        id: release
        with:
          command: manifest
--- a/.release-please-manifest.json
+++ b/.release-please-manifest.json
@@ -1 +1 @@
-{".":"0.3.11"}
+{".":"0.3.13"}
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,37 @@
 # Changelog

+## [0.3.13](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.12...v0.3.13) (2023-07-20)
+
+
+### Other
+
+* continue on absent service ([#569](https://github.com/k8sgpt-ai/k8sgpt/issues/569)) ([153d38d](https://github.com/k8sgpt-ai/k8sgpt/commit/153d38deb060cb84d606f8391e5700025ce02a9b))
+
+## [0.3.12](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.11...v0.3.12) (2023-07-19)
+
+
+### Features
+
+* add Cohere backend ([#563](https://github.com/k8sgpt-ai/k8sgpt/issues/563)) ([781ecb7](https://github.com/k8sgpt-ai/k8sgpt/commit/781ecb7aad689e6709678c9690c112115e3cf6c7))
+
+
+### Bug Fixes
+
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.300 ([#554](https://github.com/k8sgpt-ai/k8sgpt/issues/554)) ([dc46333](https://github.com/k8sgpt-ai/k8sgpt/commit/dc463334bccdf16106cff4e688a83bf0984d6e27))
+* **deps:** update module github.com/mittwald/go-helm-client to v0.12.2 ([#562](https://github.com/k8sgpt-ai/k8sgpt/issues/562)) ([2e0db55](https://github.com/k8sgpt-ai/k8sgpt/commit/2e0db553f92b5ca691b5957b180be35131ab4e2f))
+* **deps:** update module google.golang.org/grpc to v1.56.2 ([#546](https://github.com/k8sgpt-ai/k8sgpt/issues/546)) ([cc83fe1](https://github.com/k8sgpt-ai/k8sgpt/commit/cc83fe19bafc87647fa0293189f90c84d2dd8edb))
+* **deps:** update module helm.sh/helm/v3 to v3.12.2 ([#555](https://github.com/k8sgpt-ai/k8sgpt/issues/555)) ([9eb96c4](https://github.com/k8sgpt-ai/k8sgpt/commit/9eb96c495cdb1247b664de625a036902b5e156ff))
+
+
+### Other
+
+* fixing edge cases with missing wh service ([#561](https://github.com/k8sgpt-ai/k8sgpt/issues/561)) ([c422215](https://github.com/k8sgpt-ai/k8sgpt/commit/c42221512bfdab7ac792963d459bf9f8dac3954c))
+
+
+### Docs
+
+* fix readme for anonymization ([#559](https://github.com/k8sgpt-ai/k8sgpt/issues/559)) ([70bec05](https://github.com/k8sgpt-ai/k8sgpt/commit/70bec050d854be6f559065278d6a583d8e0e333b))
+
 ## [0.3.11](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.10...v0.3.11) (2023-07-14)


--- a/README.md
+++ b/README.md
@@ -34,7 +34,7 @@ brew install k8sgpt
  **32 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.11/k8sgpt_386.rpm
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.13/k8sgpt_386.rpm
  sudo rpm -ivh k8sgpt_386.rpm
  ```
  <!---x-release-please-end-->
@@ -43,7 +43,7 @@ brew install k8sgpt

  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.11/k8sgpt_amd64.rpm
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.13/k8sgpt_amd64.rpm
  sudo rpm -ivh -i k8sgpt_amd64.rpm
  ```
  <!---x-release-please-end-->
@@ -55,7 +55,7 @@ brew install k8sgpt
  **32 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.11/k8sgpt_386.deb
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.13/k8sgpt_386.deb
  sudo dpkg -i k8sgpt_386.deb
  ```
  <!---x-release-please-end-->
@@ -63,7 +63,7 @@ brew install k8sgpt

  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.11/k8sgpt_amd64.deb
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.13/k8sgpt_amd64.deb
  sudo dpkg -i k8sgpt_amd64.deb
  ```
  <!---x-release-please-end-->
@@ -76,14 +76,14 @@ brew install k8sgpt
  **32 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.11/k8sgpt_386.apk
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.13/k8sgpt_386.apk
  apk add k8sgpt_386.apk
  ```
  <!---x-release-please-end-->
  **64 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.11/k8sgpt_amd64.apk
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.13/k8sgpt_amd64.apk
  apk add k8sgpt_amd64.apk
  ```
  <!---x-release-please-end-->x
@@ -334,6 +334,27 @@ k8sgpt analyze --explain --backend azureopenai



+</details>
+
+<details>
+<summary>Cohere provider</summary>
+
+<em>Prerequisites:</em> a Cohere API key is needed, please visit the [Cohere dashboard](https://dashboard.cohere.ai/api-keys) to create one.
+
+To run k8sgpt, run `k8sgpt auth` with the `cohere` backend:
+
+```
+k8sgpt auth add --backend cohere --model command-nightly
+```
+
+Lastly, enter your Cohere API key, after the prompt.
+
+Now you are ready to analyze with the Cohere backend:
+
+```
+k8sgpt analyze --explain --backend cohere
+```
+
 </details>

 <details>
@@ -374,6 +395,7 @@ With this option, the data is anonymized before being sent to the AI Backend. Du


 <summary> Anonymization </summary>
+
 1. Error reported during analysis:
 ```bash
 Error: HorizontalPodAutoscaler uses StatefulSet/fake-deployment as ScaleTargetRef which does not exist.
@@ -394,12 +416,61 @@ The Kubernetes system is trying to scale a StatefulSet named tGLcCRcHa1Ce5Rs usi
 The Kubernetes system is trying to scale a StatefulSet named fake-deployment using the HorizontalPodAutoscaler, but it cannot find the StatefulSet. The solution is to verify that the StatefulSet name is spelled correctly and exists in the same namespace as the HorizontalPodAutoscaler.
 ```

+Note: **Anonymization does not currently apply to events.**
+
+### Further Details
+
 **Anonymization does not currently apply to events.**

+*In a few analysers like Pod, we feed to the AI backend the event messages which are not known beforehand thus we are not masking them for the **time being**.*
+
+- The following are the list of analysers in which data is **being masked**:-
+
+  - Statefulset
+  - Service
+  - PodDisruptionBudget
+  - Node
+  - NetworkPolicy
+  - Ingress
+  - HPA
+  - Deployment
+  - Cronjob
+
+- The following are the list of analysers in which data is **not being masked**:-
+
+  - RepicaSet
+  - PersistentVolumeClaim
+  - Pod
+  - **_*Events_**
+
+***Note**:
+  - k8gpt will not mask the above analysers because they do not send any identifying information except **Events** analyser.
+  - Masking for **Events** analyzer is scheduled in the near future as seen in this [issue](https://github.com/k8sgpt-ai/k8sgpt/issues/560). _Further research has to be made to understand the patterns and be able to mask the sensitive parts of an event like pod name, namespace etc._
+
+- The following are the list of fields which are not **being masked**:-
+
+  - Describe
+  - ObjectStatus
+  - Replicas
+  - ContainerStatus
+  - **_*Event Message_**
+  - ReplicaStatus
+  - Count (Pod)
+
+***Note**:
+  - It is quite possible the payload of the event message might have something like "super-secret-project-pod-X crashed" which we don't currently redact _(scheduled in the near future as seen in this [issue](https://github.com/k8sgpt-ai/k8sgpt/issues/560))_.
+
+### Proceed with care
+
+  - The K8gpt team recommends using an entirely different backend **(a local model) in critical production environments**. By using a local model, you can rest assured that everything stays within your DMZ, and nothing is leaked.
+  - If there is any uncertainty about the possibility of sending data to a public LLM (open AI, Azure AI) and it poses a risk to business-critical operations, then, in such cases, the use of public LLM should be avoided based on personal assessment and the jurisdiction of risks involved.
+
+
 </details>

 <details>
 <summary> Configuration management</summary>
+
 `k8sgpt` stores config data in the `$XDG_CONFIG_HOME/k8sgpt/k8sgpt.yaml` file. The data is stored in plain text, including your OpenAI key.

 Config file locations:
@@ -419,6 +490,7 @@ In these scenarios K8sGPT supports AWS S3 Integration.
 _As a prerequisite `AWS_ACCESS_KEY_ID` and `AWS_SECRET_ACCESS_KEY` are required as environmental variables._

 _Adding a remote cache_
+
 Note: this will create the bucket if it does not exist
 ```
 k8sgpt cache add --region <aws region> --bucket <name>
--- a/go.mod
+++ b/go.mod
@@ -3,21 +3,21 @@ module github.com/k8sgpt-ai/k8sgpt
 go 1.20

 require (
-	github.com/aquasecurity/trivy-operator v0.14.1
+	github.com/aquasecurity/trivy-operator v0.15.1
 	github.com/fatih/color v1.15.0
 	github.com/magiconair/properties v1.8.7
-	github.com/mittwald/go-helm-client v0.12.1
-	github.com/sashabaranov/go-openai v1.14.0
+	github.com/mittwald/go-helm-client v0.12.2
+	github.com/sashabaranov/go-openai v1.14.1
 	github.com/schollz/progressbar/v3 v3.13.1
 	github.com/spf13/cobra v1.7.0
 	github.com/spf13/viper v1.16.0
 	github.com/stretchr/testify v1.8.4
 	golang.org/x/term v0.10.0
-	helm.sh/helm/v3 v3.12.1
-	k8s.io/api v0.27.3
-	k8s.io/apimachinery v0.27.3
-	k8s.io/client-go v0.27.3
-	k8s.io/kubectl v0.27.3
+	helm.sh/helm/v3 v3.12.2
+	k8s.io/api v0.27.4
+	k8s.io/apimachinery v0.27.4
+	k8s.io/client-go v0.27.4
+	k8s.io/kubectl v0.27.4

 )

@@ -26,28 +26,31 @@ require github.com/adrg/xdg v0.4.0
 require (
 	buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.3.0-20230620082254-6f80f9533908.1
 	buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.30.0-20230620082254-6f80f9533908.1
-	github.com/aws/aws-sdk-go v1.44.299
+	github.com/aws/aws-sdk-go v1.44.308
+	github.com/cohere-ai/cohere-go v1.2.2
 )

 require (
 	github.com/anchore/go-struct-converter v0.0.0-20221118182256-c68fdcfa2092 // indirect
+	github.com/cohere-ai/tokenizer v1.1.2 // indirect
+	github.com/dlclark/regexp2 v1.10.0 // indirect
 	github.com/jmespath/go-jmespath v0.4.0 // indirect
 )

 require (
 	github.com/AdaLogics/go-fuzz-headers v0.0.0-20230106234847-43070de90fa1 // indirect
 	github.com/Azure/go-ansiterm v0.0.0-20210617225240-d185dfc1b5a1 // indirect
-	github.com/BurntSushi/toml v1.2.1 // indirect
+	github.com/BurntSushi/toml v1.3.0 // indirect
 	github.com/MakeNowJust/heredoc v1.0.0 // indirect
 	github.com/Masterminds/goutils v1.1.1 // indirect
 	github.com/Masterminds/semver/v3 v3.2.1 // indirect
 	github.com/Masterminds/sprig/v3 v3.2.3 // indirect
 	github.com/Masterminds/squirrel v1.5.4 // indirect
 	github.com/aquasecurity/defsec v0.89.0 // indirect
-	github.com/aquasecurity/go-dep-parser v0.0.0-20230531031752-12c25a7270cc // indirect
+	github.com/aquasecurity/go-dep-parser v0.0.0-20230605080024-b71d9356a6c6 // indirect
 	github.com/aquasecurity/table v1.8.0 // indirect
 	github.com/aquasecurity/tml v0.6.1 // indirect
-	github.com/aquasecurity/trivy v0.42.0 // indirect
+	github.com/aquasecurity/trivy v0.42.1 // indirect
 	github.com/aquasecurity/trivy-db v0.0.0-20230515061101-378ab9ed302c // indirect
 	github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2 // indirect
 	github.com/beorn7/perks v1.0.1 // indirect
@@ -102,7 +105,7 @@ require (
 	github.com/lib/pq v1.10.9 // indirect
 	github.com/liggitt/tabwriter v0.0.0-20181228230101-89fcab3d43de // indirect
 	github.com/mailru/easyjson v0.7.7 // indirect
-	github.com/masahiro331/go-xfs-filesystem v0.0.0-20221225060805-c02764233454 // indirect
+	github.com/masahiro331/go-xfs-filesystem v0.0.0-20230608043311-a335f4599b70 // indirect
 	github.com/mattn/go-colorable v0.1.13 // indirect
 	github.com/mattn/go-isatty v0.0.18 // indirect
 	github.com/mattn/go-runewidth v0.0.14 // indirect
@@ -153,31 +156,31 @@ require (
 	go.uber.org/atomic v1.10.0 // indirect
 	go.uber.org/multierr v1.11.0 // indirect
 	go.uber.org/zap v1.24.0
-	golang.org/x/crypto v0.9.0 // indirect
+	golang.org/x/crypto v0.11.0 // indirect
 	golang.org/x/exp v0.0.0-20230321023759-10a507213a29 // indirect
-	golang.org/x/net v0.10.0 // indirect
+	golang.org/x/net v0.12.0 // indirect
 	golang.org/x/oauth2 v0.7.0 // indirect
 	golang.org/x/sync v0.2.0 // indirect
 	golang.org/x/sys v0.10.0 // indirect
-	golang.org/x/text v0.9.0 // indirect
+	golang.org/x/text v0.11.0 // indirect
 	golang.org/x/time v0.3.0 // indirect
 	golang.org/x/xerrors v0.0.0-20220907171357-04be3eba64a2 // indirect
 	google.golang.org/appengine v1.6.7 // indirect
 	google.golang.org/genproto v0.0.0-20230410155749-daa745c078e1 // indirect
-	google.golang.org/grpc v1.56.1
+	google.golang.org/grpc v1.56.2
 	google.golang.org/protobuf v1.30.0 // indirect
 	gopkg.in/inf.v0 v0.9.1 // indirect
 	gopkg.in/ini.v1 v1.67.0 // indirect
 	gopkg.in/yaml.v2 v2.4.0 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
-	k8s.io/apiextensions-apiserver v0.27.2 // indirect
-	k8s.io/apiserver v0.27.2 // indirect
-	k8s.io/cli-runtime v0.27.3 // indirect
-	k8s.io/component-base v0.27.3 // indirect
+	k8s.io/apiextensions-apiserver v0.27.3 // indirect
+	k8s.io/apiserver v0.27.3 // indirect
+	k8s.io/cli-runtime v0.27.4 // indirect
+	k8s.io/component-base v0.27.4 // indirect
 	k8s.io/klog/v2 v2.100.1 // indirect
 	k8s.io/kube-openapi v0.0.0-20230501164219-8b0f38b5fd1f // indirect
 	k8s.io/utils v0.0.0-20230313181309-38a27ef9d749 // indirect
-	oras.land/oras-go v1.2.2 // indirect
+	oras.land/oras-go v1.2.3 // indirect
 	sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd // indirect
 	sigs.k8s.io/kustomize/api v0.13.2 // indirect
 	sigs.k8s.io/kustomize/kyaml v0.14.1 // indirect
--- a/go.sum
+++ b/go.sum
@@ -395,11 +395,15 @@ github.com/AdaLogics/go-fuzz-headers v0.0.0-20230106234847-43070de90fa1 h1:EKPd1
 github.com/AdaLogics/go-fuzz-headers v0.0.0-20230106234847-43070de90fa1/go.mod h1:VzwV+t+dZ9j/H867F1M2ziD+yLHtB46oM35FxxMJ4d0=
 github.com/Azure/go-ansiterm v0.0.0-20210617225240-d185dfc1b5a1 h1:UQHMgLO+TxOElx5B5HZ4hJQsoJ/PvUvKRhJHDQXO8P8=
 github.com/Azure/go-ansiterm v0.0.0-20210617225240-d185dfc1b5a1/go.mod h1:xomTg63KZ2rFqZQzSB4Vz2SUXa1BpHTVz9L5PTmPC4E=
+github.com/Azure/go-autorest v14.2.0+incompatible/go.mod h1:r+4oMnoxhatjLLJ6zxSWATqVooLgysK6ZNox3g/xq24=
+github.com/Azure/go-autorest/autorest/date v0.3.0/go.mod h1:BI0uouVdmngYNUzGWeSYnokU+TrmwEsOqdt8Y6sso74=
+github.com/Azure/go-autorest/logger v0.2.1/go.mod h1:T9E3cAhj2VqvPOtCYAvby9aBXkZmbF5NWuPV8+WeEW8=
+github.com/Azure/go-autorest/tracing v0.6.0/go.mod h1:+vhtPC754Xsa23ID7GlGsrdKBpUA79WCAKPPZVC2DeU=
 github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
-github.com/BurntSushi/toml v1.2.1 h1:9F2/+DoOYIOksmaJFPw1tGFy1eDnIJXg+UHjuD8lTak=
-github.com/BurntSushi/toml v1.2.1/go.mod h1:CxXYINrC8qIiEnFrOxCa7Jy5BFHlXnUU2pbicEuybxQ=
+github.com/BurntSushi/toml v1.3.0 h1:Ws8e5YmnrGEHzZEzg0YvK/7COGYtTC5PbaH9oSSbgfA=
+github.com/BurntSushi/toml v1.3.0/go.mod h1:CxXYINrC8qIiEnFrOxCa7Jy5BFHlXnUU2pbicEuybxQ=
 github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo=
-github.com/CycloneDX/cyclonedx-go v0.7.0 h1:jNxp8hL7UpcvPDFXjY+Y1ibFtsW+e5zyF9QoSmhK/zg=
+github.com/CycloneDX/cyclonedx-go v0.7.1 h1:5w1SxjGm9MTMNTuRbEPyw21ObdbaagTWF/KfF0qHTRE=
 github.com/DATA-DOG/go-sqlmock v1.5.0 h1:Shsta01QNfFxHCfpW6YH2STWB0MudeXXEWMr20OEh60=
 github.com/MakeNowJust/heredoc v1.0.0 h1:cXCdzVdstXyiTqTvfqk9SDHpKNjxuom+DOlyEeQ4pzQ=
 github.com/MakeNowJust/heredoc v1.0.0/go.mod h1:mG5amYoWBHf8vpLOuehzbGGw0EHxpZZ6lCpQ4fNJ8LE=
@@ -416,8 +420,9 @@ github.com/Masterminds/squirrel v1.5.4 h1:uUcX/aBc8O7Fg9kaISIUsHXdKuqehiXAMQTYX8
 github.com/Masterminds/squirrel v1.5.4/go.mod h1:NNaOrjSoIDfDA40n7sr2tPNZRfjzjA400rg+riTZj10=
 github.com/Microsoft/go-winio v0.6.1 h1:9/kr64B9VUZrLm5YYwbGtUJnMgqWVOdUAXu6Migciow=
 github.com/Microsoft/hcsshim v0.10.0-rc.7 h1:HBytQPxcv8Oy4244zbQbe6hnOnx544eL5QPUqhJldz8=
+github.com/NYTimes/gziphandler v1.1.1/go.mod h1:n/CVRwUEOgIxrgPvAQhUUr9oeUtvrhMomdKFjzJNB0c=
 github.com/OneOfOne/xxhash v1.2.2/go.mod h1:HSdplMjZKSmBqAxg5vPj2TmRDmfkzw+cTzAElWljhcU=
-github.com/ProtonMail/go-crypto v0.0.0-20230217124315-7d5c6f04bbb8 h1:wPbRQzjjwFc0ih8puEVAOFGELsn1zoIIYdxvML7mDxA=
+github.com/ProtonMail/go-crypto v0.0.0-20230518184743-7afd39499903 h1:ZK3C5DtzV2nVAQTx5S5jQvMeDqWtD1By5mOoyY/xJek=
 github.com/Shopify/logrus-bugsnag v0.0.0-20171204204709-577dee27f20d h1:UrqY+r/OJnIp5u0s1SbQ8dVfLCZJsnvazdBP5hS4iRs=
 github.com/a8m/expect v1.0.0/go.mod h1:4IwSCMumY49ScypDnjNbYEjgVeqy1/U2cEs3Lat96eA=
 github.com/acomagu/bufpipe v1.0.4 h1:e3H4WUzM3npvo5uv95QuJM3cQspFNtFBzvJ2oNjKIDQ=
@@ -433,18 +438,18 @@ github.com/antihax/optional v1.0.0/go.mod h1:uupD/76wgC+ih3iEmQUL+0Ugr19nfwCT1kd
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@@ -453,9 +458,10 @@ github.com/armon/go-radix v1.0.0/go.mod h1:ufUuZ+zHj4x4TnLV4JWEpy2hxWSpsRywHrMgI
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@@ -493,12 +499,21 @@ github.com/cncf/xds/go v0.0.0-20211001041855-01bcc9b48dfe/go.mod h1:eXthEFrGJvWH
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@@ -518,6 +533,9 @@ github.com/dgrijalva/jwt-go v3.2.0+incompatible/go.mod h1:E3ru+11k8xSBh+hMPgOLZm
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@@ -572,9 +590,9 @@ github.com/fsnotify/fsnotify v1.6.0/go.mod h1:sl3t1tCWJFWoRz9R8WJCbQihKKwmorjAbS
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@@ -585,6 +603,7 @@ github.com/go-kit/kit v0.8.0/go.mod h1:xBxKIO96dXMWWy0MnWVtmwkA9/13aqxPnvrjFYMA2
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@@ -623,6 +642,7 @@ github.com/golang/groupcache v0.0.0-20190702054246-869f871628b6/go.mod h1:cIg4er
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@@ -734,6 +754,7 @@ github.com/gosuri/uitable v0.0.4/go.mod h1:tKR86bXuXPZazfOTG1FIzvjIdXzd0mo4Vtn16
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@@ -789,8 +810,10 @@ github.com/jmespath/go-jmespath/internal/testify v1.5.1/go.mod h1:L3OGu8Wl2/fWfC
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@@ -800,6 +823,7 @@ github.com/jstemmer/go-junit-report v0.0.0-20190106144839-af01ea7f8024/go.mod h1
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@@ -851,8 +875,8 @@ github.com/markbates/oncer v1.0.0 h1:E83IaVAHygyndzPimgUYJjbshhDTALZyXxvk9FOlQRY
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@@ -902,8 +926,8 @@ github.com/mitchellh/mapstructure v1.5.0/go.mod h1:bFUtVrKA4DC2yAKiSyO/QUcy7e+RR
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@@ -925,12 +949,15 @@ github.com/morikuni/aec v1.0.0/go.mod h1:BbKIizmSmc5MMPqRYbxO4ZU0S0+P200+tUnFx7P
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@@ -997,7 +1024,7 @@ github.com/rogpeppe/go-internal v1.3.0/go.mod h1:M8bDsm7K2OlrFYOpmOWEs/qY81heoFR
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@@ -1006,8 +1033,8 @@ github.com/russross/blackfriday/v2 v2.1.0/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQD
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@@ -1020,10 +1047,11 @@ github.com/sirupsen/logrus v1.2.0/go.mod h1:LxeOpSwHxABJmUn/MG1IvRgCAasNZTLOkJPx
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@@ -1152,8 +1180,8 @@ golang.org/x/crypto v0.0.0-20211108221036-ceb1ce70b4fa/go.mod h1:GvvjBRRGRdwPK5y
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@@ -1255,8 +1283,8 @@ golang.org/x/net v0.0.0-20221014081412-f15817d10f9b/go.mod h1:YDH+HFinaLZZlnHAfS
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@@ -1412,8 +1440,8 @@ golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ=
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-golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
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@@ -1482,7 +1510,7 @@ golang.org/x/tools v0.1.5/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk=
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@@ -1706,8 +1734,8 @@ google.golang.org/grpc v1.50.0/go.mod h1:ZgQEeidpAuNRZ8iRrlBKXZQP1ghovWIVhdJRyCD
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-google.golang.org/grpc v1.56.1 h1:z0dNfjIl0VpaZ9iSVjA6daGatAYwPGstTjt5vkRMFkQ=
-google.golang.org/grpc v1.56.1/go.mod h1:I9bI3vqKfayGqPUAwGdOSu7kt6oIJLixfffKrpXqQ9s=
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@@ -1738,6 +1766,7 @@ gopkg.in/inf.v0 v0.9.1/go.mod h1:cWUDdTG/fYaXco+Dcufb5Vnc6Gp2YChqWtbxRZE0mXw=
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+gopkg.in/natefinch/lumberjack.v2 v2.0.0/go.mod h1:l0ndWWf7gzL7RNwBG7wST/UCcT4T24xpD6X8LsfU/+k=
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 gopkg.in/yaml.v2 v2.0.0-20170812160011-eb3733d160e7/go.mod h1:JAlM8MvJe8wmxCU4Bli9HhUf9+ttbYbLASfIpnQbh74=
@@ -1756,8 +1785,8 @@ gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gotest.tools v2.2.0+incompatible h1:VsBPFP1AI068pPrMxtb/S8Zkgf9xEmTLJjfM+P5UIEo=
 gotest.tools/v3 v3.4.0 h1:ZazjZUfuVeZGLAmlKKuyv3IKP5orXcwtOwDQH6YVr6o=
-helm.sh/helm/v3 v3.12.1 h1:lzU7etZX24A6BTMXYQF3bFq0ECfD8s+fKlNBBL8AbEc=
-helm.sh/helm/v3 v3.12.1/go.mod h1:qhmSY9kcX7yH1xebe+FDMZa7E5NAeZ+LvK5j1gSln48=
+helm.sh/helm/v3 v3.12.2 h1:kFyDBr/mgJUlyGzVTCieG4wW0zmo7fcNRWK0+FKkxqU=
+helm.sh/helm/v3 v3.12.2/go.mod h1:v1PMayudIfZAvec3Wp4wAErensvK/rv5fu/xCiE6t3I=
 honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190106161140-3f1c8253044a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190418001031-e561f6794a2a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
@@ -1765,26 +1794,26 @@ honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWh
 honnef.co/go/tools v0.0.1-2019.2.3/go.mod h1:a3bituU0lyd329TUQxRnasdCoJDkEUEAqEt0JzvZhAg=
 honnef.co/go/tools v0.0.1-2020.1.3/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
 honnef.co/go/tools v0.0.1-2020.1.4/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
-k8s.io/api v0.27.3 h1:yR6oQXXnUEBWEWcvPWS0jQL575KoAboQPfJAuKNrw5Y=
-k8s.io/api v0.27.3/go.mod h1:C4BNvZnQOF7JA/0Xed2S+aUyJSfTGkGFxLXz9MnpIpg=
-k8s.io/apiextensions-apiserver v0.27.2 h1:iwhyoeS4xj9Y7v8YExhUwbVuBhMr3Q4bd/laClBV6Bo=
-k8s.io/apiextensions-apiserver v0.27.2/go.mod h1:Oz9UdvGguL3ULgRdY9QMUzL2RZImotgxvGjdWRq6ZXQ=
-k8s.io/apimachinery v0.27.3 h1:Ubye8oBufD04l9QnNtW05idcOe9Z3GQN8+7PqmuVcUM=
-k8s.io/apimachinery v0.27.3/go.mod h1:XNfZ6xklnMCOGGFNqXG7bUrQCoR04dh/E7FprV6pb+E=
-k8s.io/apiserver v0.27.2 h1:p+tjwrcQEZDrEorCZV2/qE8osGTINPuS5ZNqWAvKm5E=
-k8s.io/apiserver v0.27.2/go.mod h1:EsOf39d75rMivgvvwjJ3OW/u9n1/BmUMK5otEOJrb1Y=
-k8s.io/cli-runtime v0.27.3 h1:h592I+2eJfXj/4jVYM+tu9Rv8FEc/dyCoD80UJlMW2Y=
-k8s.io/cli-runtime v0.27.3/go.mod h1:LzXud3vFFuDFXn2LIrWnscPgUiEj7gQQcYZE2UPn9Kw=
-k8s.io/client-go v0.27.3 h1:7dnEGHZEJld3lYwxvLl7WoehK6lAq7GvgjxpA3nv1E8=
-k8s.io/client-go v0.27.3/go.mod h1:2MBEKuTo6V1lbKy3z1euEGnhPfGZLKTS9tiJ2xodM48=
-k8s.io/component-base v0.27.3 h1:g078YmdcdTfrCE4fFobt7qmVXwS8J/3cI1XxRi/2+6k=
-k8s.io/component-base v0.27.3/go.mod h1:JNiKYcGImpQ44iwSYs6dysxzR9SxIIgQalk4HaCNVUY=
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+k8s.io/apiextensions-apiserver v0.27.3 h1:xAwC1iYabi+TDfpRhxh4Eapl14Hs2OftM2DN5MpgKX4=
+k8s.io/apiextensions-apiserver v0.27.3/go.mod h1:BH3wJ5NsB9XE1w+R6SSVpKmYNyIiyIz9xAmBl8Mb+84=
+k8s.io/apimachinery v0.27.4 h1:CdxflD4AF61yewuid0fLl6bM4a3q04jWel0IlP+aYjs=
+k8s.io/apimachinery v0.27.4/go.mod h1:XNfZ6xklnMCOGGFNqXG7bUrQCoR04dh/E7FprV6pb+E=
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+k8s.io/apiserver v0.27.3/go.mod h1:Y61+EaBMVWUBJtxD5//cZ48cHZbQD+yIyV/4iEBhhNA=
+k8s.io/cli-runtime v0.27.4 h1:Zb0eci+58eHZNnoHhjRFc7W88s8dlG12VtIl3Nv2Hto=
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+k8s.io/component-base v0.27.4/go.mod h1:hoiEETnLc0ioLv6WPeDt8vD34DDeB35MfQnxCARq3kY=
 k8s.io/klog/v2 v2.100.1 h1:7WCHKK6K8fNhTqfBhISHQ97KrnJNFZMcQvKp7gP/tmg=
 k8s.io/klog/v2 v2.100.1/go.mod h1:y1WjHnz7Dj687irZUWR/WLkLc5N1YHtjLdmgWjndZn0=
 k8s.io/kube-openapi v0.0.0-20230501164219-8b0f38b5fd1f h1:2kWPakN3i/k81b0gvD5C5FJ2kxm1WrQFanWchyKuqGg=
 k8s.io/kube-openapi v0.0.0-20230501164219-8b0f38b5fd1f/go.mod h1:byini6yhqGC14c3ebc/QwanvYwhuMWF6yz2F8uwW8eg=
-k8s.io/kubectl v0.27.3 h1:HyC4o+8rCYheGDWrkcOQHGwDmyLKR5bxXFgpvF82BOw=
-k8s.io/kubectl v0.27.3/go.mod h1:g9OQNCC2zxT+LT3FS09ZYqnDhlvsKAfFq76oyarBcq4=
+k8s.io/kubectl v0.27.4 h1:RV1TQLIbtL34+vIM+W7HaS3KfAbqvy9lWn6pWB9els4=
+k8s.io/kubectl v0.27.4/go.mod h1:qtc1s3BouB9KixJkriZMQqTsXMc+OAni6FeKAhq7q14=
 k8s.io/utils v0.0.0-20230313181309-38a27ef9d749 h1:xMMXJlJbsU8w3V5N2FLDQ8YgU8s1EoULdbQBcAeNJkY=
 k8s.io/utils v0.0.0-20230313181309-38a27ef9d749/go.mod h1:OLgZIPagt7ERELqWJFomSt595RzquPNLL48iOWgYOg0=
 oras.land/oras-go v1.2.3 h1:v8PJl+gEAntI1pJ/LCrDgsuk+1PKVavVEPsYIHFE5uY=
--- a/pkg/ai/cohere.go
+++ b/pkg/ai/cohere.go
@@ -0,0 +1,116 @@
+/*
+Copyright 2023 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package ai
+
+import (
+	"context"
+	"encoding/base64"
+	"errors"
+	"fmt"
+	"strings"
+
+	"github.com/cohere-ai/cohere-go"
+	"github.com/fatih/color"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
+)
+
+type CohereClient struct {
+	client   *cohere.Client
+	language string
+	model    string
+}
+
+func (c *CohereClient) Configure(config IAIConfig, language string) error {
+	token := config.GetPassword()
+
+	client, err := cohere.CreateClient(token)
+	if err != nil {
+		return err
+	}
+
+	baseURL := config.GetBaseURL()
+	if baseURL != "" {
+		client.BaseURL = baseURL
+	}
+
+	if client == nil {
+		return errors.New("error creating Cohere client")
+	}
+	c.language = language
+	c.client = client
+	c.model = config.GetModel()
+	return nil
+}
+
+func (c *CohereClient) GetCompletion(ctx context.Context, prompt, promptTmpl string) (string, error) {
+	// Create a completion request
+	if len(promptTmpl) == 0 {
+		promptTmpl = PromptMap["default"]
+	}
+	resp, err := c.client.Generate(cohere.GenerateOptions{
+		Model:             c.model,
+		Prompt:            fmt.Sprintf(strings.TrimSpace(promptTmpl), c.language, prompt),
+		MaxTokens:         uint(2048),
+		Temperature:       float64(0.75),
+		K:                 int(0),
+		StopSequences:     []string{},
+		ReturnLikelihoods: "NONE",
+	})
+	if err != nil {
+		return "", err
+	}
+	return resp.Generations[0].Text, nil
+}
+
+func (a *CohereClient) Parse(ctx context.Context, prompt []string, cache cache.ICache, promptTmpl string) (string, error) {
+	inputKey := strings.Join(prompt, " ")
+	// Check for cached data
+	cacheKey := util.GetCacheKey(a.GetName(), a.language, inputKey)
+
+	if !cache.IsCacheDisabled() && cache.Exists(cacheKey) {
+		response, err := cache.Load(cacheKey)
+		if err != nil {
+			return "", err
+		}
+
+		if response != "" {
+			output, err := base64.StdEncoding.DecodeString(response)
+			if err != nil {
+				color.Red("error decoding cached data: %v", err)
+				return "", nil
+			}
+			return string(output), nil
+		}
+	}
+
+	response, err := a.GetCompletion(ctx, inputKey, promptTmpl)
+	if err != nil {
+		return "", err
+	}
+
+	err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))
+
+	if err != nil {
+		color.Red("error storing value to cache: %v", err)
+		return "", nil
+	}
+
+	return response, nil
+}
+
+func (a *CohereClient) GetName() string {
+	return "cohere"
+}
--- a/pkg/ai/iai.go
+++ b/pkg/ai/iai.go
@@ -25,12 +25,14 @@ var (
 		&AzureAIClient{},
 		&LocalAIClient{},
 		&NoOpAIClient{},
+		&CohereClient{},
 	}
 	Backends = []string{
 		"openai",
 		"localai",
 		"azureopenai",
 		"noopai",
+		"cohere",
 	}
 )

--- a/pkg/analyzer/mutating_webhook.go
+++ b/pkg/analyzer/mutating_webhook.go
@@ -53,6 +53,9 @@ func (MutatingWebhookAnalyzer) Analyze(a common.Analyzer) ([]common.Result, erro
 		for _, webhook := range webhookConfig.Webhooks {
 			var failures []common.Failure

+			if webhook.ClientConfig.Service == nil {
+				continue
+			}
 			svc := webhook.ClientConfig.Service
 			// Get the service
 			service, err := a.Client.GetClient().CoreV1().Services(svc.Namespace).Get(context.Background(), svc.Name, v1.GetOptions{})
--- a/pkg/analyzer/validating_webhook.go
+++ b/pkg/analyzer/validating_webhook.go
@@ -51,7 +51,9 @@ func (ValidatingWebhookAnalyzer) Analyze(a common.Analyzer) ([]common.Result, er
 	for _, webhookConfig := range validatingWebhooks.Items {
 		for _, webhook := range webhookConfig.Webhooks {
 			var failures []common.Failure
-
+			if webhook.ClientConfig.Service == nil {
+				continue
+			}
 			svc := webhook.ClientConfig.Service
 			// Get the service
 			service, err := a.Client.GetClient().CoreV1().Services(svc.Namespace).Get(context.Background(), svc.Name, v1.GetOptions{})
Author	SHA1	Message	Date
Alex Jones	3b555d4c54	chore: upgraded cohere backend Signed-off-by: Alex Jones <alexsimonjones@gmail.com>	2023-07-26 16:14:36 +01:00
renovate[bot]	c3640744c5	fix(deps): update module github.com/aquasecurity/trivy-operator to v0.15.1 (#576 ) Signed-off-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-07-26 15:57:05 +01:00
renovate[bot]	3cc7aa56d8	fix(deps): update kubernetes packages to v0.27.4 (#565 ) Signed-off-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-07-26 08:57:13 +01:00
renovate[bot]	7e8668a56b	fix(deps): update module github.com/aws/aws-sdk-go to v1.44.308 (#579 ) Signed-off-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-07-26 07:01:54 +01:00
renovate[bot]	b52424a9b1	fix(deps): update module github.com/sashabaranov/go-openai to v1.14.1 (#573 ) Signed-off-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-07-25 08:09:59 +01:00
renovate[bot]	fba1a8ed8c	chore(deps): update google-github-actions/release-please-action digest to ca6063f (#572 ) Signed-off-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-07-25 06:52:56 +01:00
renovate[bot]	8ae91ec744	fix(deps): update module github.com/aws/aws-sdk-go to v1.44.307 (#574 ) Signed-off-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-07-25 06:33:52 +01:00
renovate[bot]	cf9069ef57	fix(deps): update module github.com/aws/aws-sdk-go to v1.44.304 (#558 ) Signed-off-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: Alex Jones <alexsimonjones@gmail.com>	2023-07-20 14:32:03 +01:00
github-actions[bot]	5ee8499e3d	chore(main): release 0.3.13 (#570 ) Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>	2023-07-20 13:52:42 +01:00
Aris Boutselis	153d38deb0	chore: continue on absent service (#569 ) Signed-off-by: Aris Boutselis <arisboutselis08@gmail.com> Co-authored-by: Aris Boutselis <arisboutselis08@gmail.com>	2023-07-20 13:49:06 +01:00
github-actions[bot]	9d2bee9b7d	chore(main): release 0.3.12 (#556 ) Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>	2023-07-19 20:20:36 +01:00
Jatin Mehrotra	70bec050d8	docs: fix readme for anonymization (#559 ) * docs: fixed markdown for Anonymization Signed-off-by: Jatin Mehrotra <jatin.mehrotra@classmethod.jp> * docs: added details for events which are not being masked Signed-off-by: Jatin Mehrotra <jatin.mehrotra@classmethod.jp> * docs: removed timeframe, added issue link for event anonymization Signed-off-by: Jatin Mehrotra <jatin.mehrotra@classmethod.jp> * docs: changed title to Further details Signed-off-by: Jatin Mehrotra <jatin.mehrotra@classmethod.jp> * docs: fixed broken markdown for config management and remote caching section Signed-off-by: Jatin Mehrotra <jatin.mehrotra@classmethod.jp> * Signed-off-by: Jatin Mehrotra <jatin.mehrotra@classmethod.jp> docs: added "note" for events before further details section --------- Signed-off-by: Jatin Mehrotra <jatin.mehrotra@classmethod.jp> Co-authored-by: Jatin Mehrotra <jatin.mehrotra@classmethod.jp> Co-authored-by: Alex Jones <alexsimonjones@gmail.com>	2023-07-19 18:30:46 +01:00
Maxime Brunet	781ecb7aad	feat: add Cohere backend (#563 ) Signed-off-by: Maxime Brunet <max@brnt.mx> Co-authored-by: Alex Jones <alexsimonjones@gmail.com>	2023-07-19 18:25:27 +01:00
Alex Jones	c42221512b	chore: fixing edge cases with missing wh service (#561 ) * chore: fixing edge cases with missing wh service Signed-off-by: Alex Jones <alexsimonjones@gmail.com> * chore: fixing edge cases with missing wh service Signed-off-by: Alex Jones <alexsimonjones@gmail.com> * Update validating_webhook.go Signed-off-by: Alex Jones <alexsimonjones@gmail.com> --------- Signed-off-by: Alex Jones <alexsimonjones@gmail.com> Co-authored-by: Aris Boutselis <aris.boutselis@senseon.io>	2023-07-19 16:28:45 +01:00
renovate[bot]	2e0db553f9	fix(deps): update module github.com/mittwald/go-helm-client to v0.12.2 (#562 ) Signed-off-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-07-18 20:57:14 +01:00
renovate[bot]	cc83fe19ba	fix(deps): update module google.golang.org/grpc to v1.56.2 (#546 ) Signed-off-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-07-17 10:16:47 +01:00
renovate[bot]	dc463334bc	fix(deps): update module github.com/aws/aws-sdk-go to v1.44.300 (#554 ) Signed-off-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-07-17 10:02:07 +01:00
renovate[bot]	9eb96c495c	fix(deps): update module helm.sh/helm/v3 to v3.12.2 (#555 ) Signed-off-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-07-14 21:01:04 +01:00