chore(main): release 0.3.18 (#691)

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>

.github/workflows/build_container.yaml

@@ -33,7 +33,7 @@ jobs:
 
     steps:
       - name: Check out code
-        uses: actions/checkout@8e5e7e5ab8b370d6c329ec480221332ada57f0ab # v3
+        uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4
 
       - name: Extract branch name
         id: extract_branch
@@ -70,14 +70,14 @@ jobs:
       RELEASE_REGISTRY: "localhost:5000/k8sgpt"
     steps:
       - name: Check out code
-        uses: actions/checkout@8e5e7e5ab8b370d6c329ec480221332ada57f0ab # v3
+        uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4
 
       - name: Set up Docker Buildx
         id: buildx
-        uses: docker/setup-buildx-action@4b4e9c3e2d4531116a6f8ba8e71fc6e2cb6e6c8c # v2
+        uses: docker/setup-buildx-action@f95db51fddba0c2d1ec667646a06c2ce06100226 # v3
 
       - name: Build Docker Image
-        uses: docker/build-push-action@3b5e8027fcad23fda98b2e3ac259d8d67585f671 # v4
+        uses: docker/build-push-action@0565240e2d4ab88bba5387d719585280857ece09 # v5
         with:
           context: .
           platforms: linux/amd64
@@ -96,7 +96,7 @@ jobs:
           outputs: type=docker,dest=/tmp/${{ env.IMAGE_NAME }}-image.tar
 
       - name: Upload image as artifact
-        uses: actions/upload-artifact@0b7f8abb1508181956e8e162db84b466c27e18ce # v3
+        uses: actions/upload-artifact@a8a3f3ad30e3422c9c7b888a15615d19a852ae32 # v3
         with:
           name: ${{ env.IMAGE_NAME }}-image.tar
           path: /tmp/${{ env.IMAGE_NAME }}-image.tar
@@ -115,10 +115,10 @@ jobs:
       contents: read # Needed for checking out the repository
     steps:
       - name: Check out code
-        uses: actions/checkout@8e5e7e5ab8b370d6c329ec480221332ada57f0ab # v3
+        uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4
 
       - name: Login to GitHub Container Registry
-        uses: docker/login-action@f4ef78c080cd8ba55a85445d5b36e214a81df20a # v2
+        uses: docker/login-action@343f7c4344506bcbf9b4de18042ae17996df046d # v3
         with:
           registry: "ghcr.io"
           username: ${{ github.actor }}
@@ -126,10 +126,10 @@ jobs:
 
       - name: Set up Docker Buildx
         id: buildx
-        uses: docker/setup-buildx-action@4b4e9c3e2d4531116a6f8ba8e71fc6e2cb6e6c8c # v2
+        uses: docker/setup-buildx-action@f95db51fddba0c2d1ec667646a06c2ce06100226 # v3
 
       - name: Build Docker Image
-        uses: docker/build-push-action@3b5e8027fcad23fda98b2e3ac259d8d67585f671 # v4
+        uses: docker/build-push-action@0565240e2d4ab88bba5387d719585280857ece09 # v5
         with:
           context: .
           file: ./container/Dockerfile

.github/workflows/golangci_lint.yaml

@@ -9,10 +9,10 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Check out code into the Go module directory
-        uses: actions/checkout@8e5e7e5ab8b370d6c329ec480221332ada57f0ab # v3
+        uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4
 
       - name: golangci-lint
-        uses: reviewdog/action-golangci-lint@f5d85915708b6e687c44764987a6912d390b17f6 # v2
+        uses: reviewdog/action-golangci-lint@24d4af2fc93f5b2b296229e8b0c0f658d25707af # v2
         with:
           github_token: ${{ secrets.GITHUB_TOKEN }}
           reporter: github-pr-check

.github/workflows/release.yaml

@@ -23,9 +23,9 @@ jobs:
     # Release-please creates a PR that tracks all changes
     steps:
       - name: Checkout
-        uses: actions/checkout@8e5e7e5ab8b370d6c329ec480221332ada57f0ab # v3
+        uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4
 
-      - uses: google-github-actions/release-please-action@c078ea33917ab8cfa5300e48f4b7e6b16606aede # v3
+      - uses: google-github-actions/release-please-action@ca6063f4ed81b55db15b8c42d1b6f7925866342d # v3
         id: release
         with:
           command: manifest
@@ -41,17 +41,17 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@8e5e7e5ab8b370d6c329ec480221332ada57f0ab # v3
+        uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4
         with:
           fetch-depth: 0
       - name: Set up Go
-        uses: actions/setup-go@4d34df0c2316fe8122ab82dc22947d607c0c91f9 # v4
+        uses: actions/setup-go@93397bea11091df50f3d7e59dc26a7711a8bcfbe # v4
         with:
           go-version: '1.20'
       - name: Download Syft
-        uses: anchore/sbom-action/download-syft@422cb34a0f8b599678c41b21163ea6088edb2624 # v0.14.1
+        uses: anchore/sbom-action/download-syft@78fc58e266e87a38d4194b2137a3d4e9bcaf7ca1 # v0.14.3
       - name: Run GoReleaser
-        uses: goreleaser/goreleaser-action@f82d6c1c344bcacabba2c841718984797f664a6b # v4
+        uses: goreleaser/goreleaser-action@7ec5c2b0c6cdda6e8bbb49444bc797dd33d74dd8 # v5
         with:
           # either 'goreleaser' (default) or 'goreleaser-pro'
           distribution: goreleaser
@@ -74,23 +74,23 @@ jobs:
       IMAGE_NAME: k8sgpt
     steps:
       - name: Checkout
-        uses: actions/checkout@8e5e7e5ab8b370d6c329ec480221332ada57f0ab # v3
+        uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4
         with:
           submodules: recursive
 
       - name: Set up Docker Buildx
         id: buildx
-        uses: docker/setup-buildx-action@4b4e9c3e2d4531116a6f8ba8e71fc6e2cb6e6c8c # v2
+        uses: docker/setup-buildx-action@f95db51fddba0c2d1ec667646a06c2ce06100226 # v3
 
       - name: Login to GitHub Container Registry
-        uses: docker/login-action@f4ef78c080cd8ba55a85445d5b36e214a81df20a # v2
+        uses: docker/login-action@343f7c4344506bcbf9b4de18042ae17996df046d # v3
         with:
           registry: "ghcr.io"
           username: ${{ github.actor }}
           password: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Build Docker Image
-        uses: docker/build-push-action@3b5e8027fcad23fda98b2e3ac259d8d67585f671 # v4
+        uses: docker/build-push-action@0565240e2d4ab88bba5387d719585280857ece09 # v5
         with:
           context: .
           file: ./container/Dockerfile
@@ -104,7 +104,7 @@ jobs:
           cache-to: type=gha,scope=${{ github.ref_name }}-${{ env.IMAGE_TAG }}
 
       - name: Generate SBOM
-        uses: anchore/sbom-action@422cb34a0f8b599678c41b21163ea6088edb2624 # v0.14.1
+        uses: anchore/sbom-action@78fc58e266e87a38d4194b2137a3d4e9bcaf7ca1 # v0.14.3
         with:
           image: ${{ env.IMAGE_TAG }}
           artifact-name: sbom-${{ env.IMAGE_NAME }}

.github/workflows/semantic_pr.yaml

@@ -16,7 +16,7 @@ jobs:
       pull-requests: read # Needed for reading prs
     steps:
       - name: Validate Pull Request
-        uses: amannn/action-semantic-pull-request@c3cd5d1ea3580753008872425915e343e351ab54 # v5.2.0
+        uses: amannn/action-semantic-pull-request@47b15d52c5c30e94a17ec87eb8dd51ff5221fed9 # v5.3.0
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         with:

.github/workflows/test.yaml

@@ -16,12 +16,16 @@ jobs:
 
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@8e5e7e5ab8b370d6c329ec480221332ada57f0ab # v3
+      - uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4
 
       - name: Set up Go
-        uses: actions/setup-go@4d34df0c2316fe8122ab82dc22947d607c0c91f9 # v4
+        uses: actions/setup-go@93397bea11091df50f3d7e59dc26a7711a8bcfbe # v4
         with:
           go-version: ${{ env.GO_VERSION }}
 
-      - name: Test
-        run: go test -v ./...
+      - name: Unit Test
+        run: make test
+
+      # - name: Fmt Test
+      #   run: fmtFiles=$(make fmt); if [ "$fmtFiles" != "" ];then exit 1; fi
+

.gitignore

@@ -1,3 +1,5 @@
+.idea
+__debug*
 .DS_Store
 k8sgpt*
 !charts/k8sgpt

.goreleaser.yaml

@@ -15,6 +15,8 @@ builds:
       - darwin
     ldflags:
           - -s -w -X main.version={{.Version}}
+          - -s -w -X main.commit={{.ShortCommit}}
+          - -s -w -X main.Date={{.CommitDate}}
 
 nfpms:
   - file_name_template: '{{ .ProjectName }}_{{ .Arch }}'

.release-please-manifest.json

@@ -1 +1 @@
-{".":"0.2.9"}
+{".":"0.3.18"}

CHANGELOG.md

@@ -1,5 +1,461 @@
 # Changelog
 
+## [0.3.18](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.17...v0.3.18) (2023-10-12)
+
+
+### Features
+
+* adding temperature to server mode ([#705](https://github.com/k8sgpt-ai/k8sgpt/issues/705)) ([539ca3b](https://github.com/k8sgpt-ai/k8sgpt/commit/539ca3b78f96694c11f788255d3b83d2fb335df4))
+
+
+### Bug Fixes
+
+* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go to v1.3.0-20231002095256-194bc640518b.1 ([#692](https://github.com/k8sgpt-ai/k8sgpt/issues/692)) ([4d4e33b](https://github.com/k8sgpt-ai/k8sgpt/commit/4d4e33bea9cc4f5f9bf5379db5b890d9ba86e0a9))
+* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go to v1.31.0-20231002095256-194bc640518b.1 ([#693](https://github.com/k8sgpt-ai/k8sgpt/issues/693)) ([20e6bd8](https://github.com/k8sgpt-ai/k8sgpt/commit/20e6bd816f636d4e4c8274d417870ec28fdd8a56))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.45.20 ([#685](https://github.com/k8sgpt-ai/k8sgpt/issues/685)) ([2494946](https://github.com/k8sgpt-ai/k8sgpt/commit/2494946dc867a532460bd6aac74dfb7da5184c1c))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.45.21 ([#696](https://github.com/k8sgpt-ai/k8sgpt/issues/696)) ([95c8cc0](https://github.com/k8sgpt-ai/k8sgpt/commit/95c8cc0afb0bb7b99784dcc5ba155f94b5a7dbdf))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.45.22 ([#697](https://github.com/k8sgpt-ai/k8sgpt/issues/697)) ([923a8c1](https://github.com/k8sgpt-ai/k8sgpt/commit/923a8c13c06b152d04e8b00ab002e2036bf12740))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.45.23 ([#699](https://github.com/k8sgpt-ai/k8sgpt/issues/699)) ([3f36a44](https://github.com/k8sgpt-ai/k8sgpt/commit/3f36a4441532e3d0ac1bd9d00fc738d4902b23a8))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.45.24 ([#701](https://github.com/k8sgpt-ai/k8sgpt/issues/701)) ([6d3038b](https://github.com/k8sgpt-ai/k8sgpt/commit/6d3038b0e8336235dc6a2fdb69d2381790331596))
+* **deps:** update module github.com/prometheus/client_golang to v1.17.0 ([#687](https://github.com/k8sgpt-ai/k8sgpt/issues/687)) ([9597002](https://github.com/k8sgpt-ai/k8sgpt/commit/95970027237e0079ed1f66dc9655fa01b181f4d7))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.15.4 ([#689](https://github.com/k8sgpt-ai/k8sgpt/issues/689)) ([f11d314](https://github.com/k8sgpt-ai/k8sgpt/commit/f11d3149b228b643155ed66c189cb0f8a4dd5a0f))
+* **deps:** update module helm.sh/helm/v3 to v3.13.0 ([#688](https://github.com/k8sgpt-ai/k8sgpt/issues/688)) ([87c8bce](https://github.com/k8sgpt-ai/k8sgpt/commit/87c8bcea4becd165aeb0ac98d79df7dab9c37ee3))
+* security warning around printing provider details in https://github.com/k8sgpt-ai/k8sgpt/security/code-scanning/1 ([#695](https://github.com/k8sgpt-ai/k8sgpt/issues/695)) ([85ce557](https://github.com/k8sgpt-ai/k8sgpt/commit/85ce55768199f90b1d2a5118ec2621ea5c7a7a67))
+
+
+### Other
+
+* **deps:** update amannn/action-semantic-pull-request action to v5.3.0 ([#683](https://github.com/k8sgpt-ai/k8sgpt/issues/683)) ([c5a8c46](https://github.com/k8sgpt-ai/k8sgpt/commit/c5a8c462989c097bf37ac48ea4f1a9010285042c))
+* fixing default model issue ([#702](https://github.com/k8sgpt-ai/k8sgpt/issues/702)) ([2a34ff2](https://github.com/k8sgpt-ai/k8sgpt/commit/2a34ff24d1f391270ae42531807cb1422880ad27))
+
+## [0.3.17](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.16...v0.3.17) (2023-09-28)
+
+
+### Features
+
+* added create namespace on deploy ([#673](https://github.com/k8sgpt-ai/k8sgpt/issues/673)) ([820e475](https://github.com/k8sgpt-ai/k8sgpt/commit/820e4755a54ecab3b5d800017bf6948dc9212825))
+* integration refactor ([#684](https://github.com/k8sgpt-ai/k8sgpt/issues/684)) ([69fe2db](https://github.com/k8sgpt-ai/k8sgpt/commit/69fe2db8acb795add27f04c1c8ee8d05819300ac))
+* update readme with new analyzers ([#671](https://github.com/k8sgpt-ai/k8sgpt/issues/671)) ([cad605a](https://github.com/k8sgpt-ai/k8sgpt/commit/cad605af462ce8b02ffc279ea847e41b7a64196f))
+
+
+### Bug Fixes
+
+* **deps:** update kubernetes packages to v0.28.2 ([#607](https://github.com/k8sgpt-ai/k8sgpt/issues/607)) ([ddeff9f](https://github.com/k8sgpt-ai/k8sgpt/commit/ddeff9fae4e80d1452893c59b89742633eb6b51b))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.45.14 ([#672](https://github.com/k8sgpt-ai/k8sgpt/issues/672)) ([1da4b7c](https://github.com/k8sgpt-ai/k8sgpt/commit/1da4b7c8f0eee877d5b76a7dd9abda7631d922f3))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.45.16 ([#682](https://github.com/k8sgpt-ai/k8sgpt/issues/682)) ([e1a42ff](https://github.com/k8sgpt-ai/k8sgpt/commit/e1a42ff3bcb3ddea71df2a5b5288eade024684dc))
+* **deps:** update module github.com/google/gnostic to v0.7.0 ([#679](https://github.com/k8sgpt-ai/k8sgpt/issues/679)) ([901ffb8](https://github.com/k8sgpt-ai/k8sgpt/commit/901ffb8df451ce41e6dc96da61deab987e51b6df))
+* **deps:** update module google.golang.org/grpc to v1.58.2 ([#680](https://github.com/k8sgpt-ai/k8sgpt/issues/680)) ([402e97d](https://github.com/k8sgpt-ai/k8sgpt/commit/402e97d05ea33879d997d98019b72da0f1074fc7))
+
+
+### Other
+
+* **deps:** update actions/checkout digest to 8ade135 ([#681](https://github.com/k8sgpt-ai/k8sgpt/issues/681)) ([aa9e6a3](https://github.com/k8sgpt-ai/k8sgpt/commit/aa9e6a3549877260423462c35ebbdfd95381be2c))
+
+## [0.3.16](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.15...v0.3.16) (2023-09-19)
+
+
+### Features
+
+* lists activate integrations ([#669](https://github.com/k8sgpt-ai/k8sgpt/issues/669)) ([844ff1f](https://github.com/k8sgpt-ai/k8sgpt/commit/844ff1fc78e7c35837c08b72bd2c19e92698d53d))
+* openAI explicit value for maxToken and temperature ([#659](https://github.com/k8sgpt-ai/k8sgpt/issues/659)) ([f55946d](https://github.com/k8sgpt-ai/k8sgpt/commit/f55946d60ebc7725aba6702570ca1cb5ba978d78))
+* serve/integration capability ([#645](https://github.com/k8sgpt-ai/k8sgpt/issues/645)) ([ab064b9](https://github.com/k8sgpt-ai/k8sgpt/commit/ab064b940cdb39a1588816221b20191e68263c61))
+
+
+### Bug Fixes
+
+* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go to v1.3.0-20230830164712-dc062a152c20.1 ([#617](https://github.com/k8sgpt-ai/k8sgpt/issues/617)) ([d6b7b81](https://github.com/k8sgpt-ai/k8sgpt/commit/d6b7b818aef1b7775d1e76231077b74481546c56))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.45.10 ([#657](https://github.com/k8sgpt-ai/k8sgpt/issues/657)) ([0325724](https://github.com/k8sgpt-ai/k8sgpt/commit/03257246589ebbb22961e13394e49b52cb056e38))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.45.11 ([#662](https://github.com/k8sgpt-ai/k8sgpt/issues/662)) ([1b80b0c](https://github.com/k8sgpt-ai/k8sgpt/commit/1b80b0ce95f39c1cf27ad8bbb05a7fed10322114))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.45.12 ([#666](https://github.com/k8sgpt-ai/k8sgpt/issues/666)) ([b4656f5](https://github.com/k8sgpt-ai/k8sgpt/commit/b4656f533bdf39d12b223158bf41087076fa6c9a))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.15.3 ([#636](https://github.com/k8sgpt-ai/k8sgpt/issues/636)) ([54caff8](https://github.com/k8sgpt-ai/k8sgpt/commit/54caff837dc25ae594c6cd0e1bd0b31b1612cf73))
+* **deps:** update module go.uber.org/zap to v1.26.0 ([#658](https://github.com/k8sgpt-ai/k8sgpt/issues/658)) ([f76b572](https://github.com/k8sgpt-ai/k8sgpt/commit/f76b57265432a704c3fc5aa67b0d569179b4ef03))
+* **deps:** update module google.golang.org/grpc to v1.58.0 ([#635](https://github.com/k8sgpt-ai/k8sgpt/issues/635)) ([d58e002](https://github.com/k8sgpt-ai/k8sgpt/commit/d58e002d7dc55cc759402fcadb03af921cd30dc3))
+* **deps:** update module google.golang.org/grpc to v1.58.1 ([#656](https://github.com/k8sgpt-ai/k8sgpt/issues/656)) ([abfb584](https://github.com/k8sgpt-ai/k8sgpt/commit/abfb58432fbd1168db13880e5b9dbcbdde70f147))
+* emergency fix for bad package revision in go mod ([#663](https://github.com/k8sgpt-ai/k8sgpt/issues/663)) ([2472da1](https://github.com/k8sgpt-ai/k8sgpt/commit/2472da167300a831dc5b45f7fc0169a0b5b1ccb7))
+* pdb panic error guard ([#664](https://github.com/k8sgpt-ai/k8sgpt/issues/664)) ([3277b2a](https://github.com/k8sgpt-ai/k8sgpt/commit/3277b2ad4b27ade9bd7da07f5fc8d8f074355177))
+* respect namespace scope in trivy analyzer ([#661](https://github.com/k8sgpt-ai/k8sgpt/issues/661)) ([6481590](https://github.com/k8sgpt-ai/k8sgpt/commit/6481590b29b80391ea1c9298cae5d8f0a4ae7354))
+* use default values when adding auth ([#568](https://github.com/k8sgpt-ai/k8sgpt/issues/568)) ([7461a74](https://github.com/k8sgpt-ai/k8sgpt/commit/7461a748f8e994e58ac4f56fd9919b1744bd7366)), closes [#567](https://github.com/k8sgpt-ai/k8sgpt/issues/567)
+
+
+### Other
+
+* **deps:** update actions/upload-artifact digest to a8a3f3a ([#633](https://github.com/k8sgpt-ai/k8sgpt/issues/633)) ([4bfc7f9](https://github.com/k8sgpt-ai/k8sgpt/commit/4bfc7f996c851adadc5ab0754da6852979084e9d))
+* **deps:** update reviewdog/action-golangci-lint digest to 24d4af2 ([#642](https://github.com/k8sgpt-ai/k8sgpt/issues/642)) ([f607360](https://github.com/k8sgpt-ai/k8sgpt/commit/f60736035b2601650f4b3ee352f16d1e57d6ec64))
+
+## [0.3.15](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.14...v0.3.15) (2023-09-14)
+
+
+### Features
+
+* show each ConfigAuditReport check ([#646](https://github.com/k8sgpt-ai/k8sgpt/issues/646)) ([230eace](https://github.com/k8sgpt-ai/k8sgpt/commit/230eace18737a81e4c023826ffef1a9b1e17d4fd))
+
+
+### Bug Fixes
+
+* defer to service analyser when selectors are missing ([#652](https://github.com/k8sgpt-ai/k8sgpt/issues/652)) ([6c5a062](https://github.com/k8sgpt-ai/k8sgpt/commit/6c5a0628e4a8c493beae85049448e6e6588d63be))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.333 ([#611](https://github.com/k8sgpt-ai/k8sgpt/issues/611)) ([96d97cf](https://github.com/k8sgpt-ai/k8sgpt/commit/96d97cfa30c4d3c75facda3d3016c080dfa86eaa))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.45.0 ([#618](https://github.com/k8sgpt-ai/k8sgpt/issues/618)) ([632fc9a](https://github.com/k8sgpt-ai/k8sgpt/commit/632fc9a99fd0482dcff0768211c49bffb2e4032a))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.45.1 ([#624](https://github.com/k8sgpt-ai/k8sgpt/issues/624)) ([09984c2](https://github.com/k8sgpt-ai/k8sgpt/commit/09984c245de40fc7794f85a9535af4f8e5f5e776))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.45.2 ([#625](https://github.com/k8sgpt-ai/k8sgpt/issues/625)) ([b6498ef](https://github.com/k8sgpt-ai/k8sgpt/commit/b6498ef269919c61004dd860ebf08ed7f28810f7))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.45.3 ([#632](https://github.com/k8sgpt-ai/k8sgpt/issues/632)) ([5f73240](https://github.com/k8sgpt-ai/k8sgpt/commit/5f73240a0615e58a37e9eb00784628621bc1dfa1))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.45.6 ([#634](https://github.com/k8sgpt-ai/k8sgpt/issues/634)) ([3aabb48](https://github.com/k8sgpt-ai/k8sgpt/commit/3aabb4842d96ec14e61842847dc2feb3e3f31a0a))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.45.9 ([#640](https://github.com/k8sgpt-ai/k8sgpt/issues/640)) ([95787f2](https://github.com/k8sgpt-ai/k8sgpt/commit/95787f2854c4e4a971b2d687d97a5ceca30b9d5e))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.15.1 ([#622](https://github.com/k8sgpt-ai/k8sgpt/issues/622)) ([fc90dc8](https://github.com/k8sgpt-ai/k8sgpt/commit/fc90dc865b48fae99253b8bb6a8b1ae7047170b4))
+* **deps:** update module golang.org/x/term to v0.12.0 ([#626](https://github.com/k8sgpt-ai/k8sgpt/issues/626)) ([44d17c5](https://github.com/k8sgpt-ai/k8sgpt/commit/44d17c51ff8ece92cd0c85f40d15caa97d990544))
+* typos ([#629](https://github.com/k8sgpt-ai/k8sgpt/issues/629)) ([067c348](https://github.com/k8sgpt-ai/k8sgpt/commit/067c3483e6b379bd710c7f799de63bc1890b6c81))
+* use-case while in cluster, connecting to an external ([#623](https://github.com/k8sgpt-ai/k8sgpt/issues/623)) ([1a7f45c](https://github.com/k8sgpt-ai/k8sgpt/commit/1a7f45cc55348d567148d01e61c7527e4d534f34))
+
+
+### Other
+
+* **deps:** bump github.com/cyphar/filepath-securejoin ([#644](https://github.com/k8sgpt-ai/k8sgpt/issues/644)) ([25890e6](https://github.com/k8sgpt-ai/k8sgpt/commit/25890e6e3807171e655fec0d2081cedad3ad6273))
+* **deps:** update actions/checkout action to v4 ([#628](https://github.com/k8sgpt-ai/k8sgpt/issues/628)) ([e65d9a6](https://github.com/k8sgpt-ai/k8sgpt/commit/e65d9a650522120d602b2a62703aa2b39abfdea1))
+* **deps:** update actions/checkout digest to f43a0e5 ([#612](https://github.com/k8sgpt-ai/k8sgpt/issues/612)) ([6f9f7b2](https://github.com/k8sgpt-ai/k8sgpt/commit/6f9f7b2b602605f3be7fd02bd521574e9c26fa78))
+* **deps:** update docker/build-push-action action to v5 ([#643](https://github.com/k8sgpt-ai/k8sgpt/issues/643)) ([241f1bd](https://github.com/k8sgpt-ai/k8sgpt/commit/241f1bd6dfcb772711551aac42e48a2f59e64046))
+* **deps:** update docker/login-action action to v3 ([#648](https://github.com/k8sgpt-ai/k8sgpt/issues/648)) ([b491c92](https://github.com/k8sgpt-ai/k8sgpt/commit/b491c9200e781284737dd74a9789dfc0c1e7b14a))
+* **deps:** update docker/setup-buildx-action action to v3 ([#649](https://github.com/k8sgpt-ai/k8sgpt/issues/649)) ([598ef22](https://github.com/k8sgpt-ai/k8sgpt/commit/598ef22e570c1db678d583638c83e242f3b313d7))
+* **deps:** update docker/setup-buildx-action digest to 885d146 ([#615](https://github.com/k8sgpt-ai/k8sgpt/issues/615)) ([2c81dad](https://github.com/k8sgpt-ai/k8sgpt/commit/2c81dadb4d4abcdc3608be768c1f3aae87e53a68))
+* **deps:** update goreleaser/goreleaser-action action to v5 ([#641](https://github.com/k8sgpt-ai/k8sgpt/issues/641)) ([00d7a27](https://github.com/k8sgpt-ai/k8sgpt/commit/00d7a27ec1ea1bd49ab1879b8ffa0b9e7c0b6adf))
+* **deps:** update goreleaser/goreleaser-action digest to 5fdedb9 ([#631](https://github.com/k8sgpt-ai/k8sgpt/issues/631)) ([5de3b64](https://github.com/k8sgpt-ai/k8sgpt/commit/5de3b640988783df5a04db368f79b9b9eefdb8bf))
+* fixes a bug where filters do not deactive ([#621](https://github.com/k8sgpt-ai/k8sgpt/issues/621)) ([133850f](https://github.com/k8sgpt-ai/k8sgpt/commit/133850f984cc0bb41ec1e4521a32ab30558778f1))
+* slice loop replace ([#627](https://github.com/k8sgpt-ai/k8sgpt/issues/627)) ([c24825b](https://github.com/k8sgpt-ai/k8sgpt/commit/c24825b81025c5cd79224a79b52d6c5efdc00511))
+* updated protobuf libs ([#614](https://github.com/k8sgpt-ai/k8sgpt/issues/614)) ([5e17e66](https://github.com/k8sgpt-ai/k8sgpt/commit/5e17e666659c0eb057562def70d491daa995e5a2))
+* updated schema for integrations support ([#616](https://github.com/k8sgpt-ai/k8sgpt/issues/616)) ([8f0a2fd](https://github.com/k8sgpt-ai/k8sgpt/commit/8f0a2fd41d6705da4d1a1d288f3b6ce19711f30d))
+
+## [0.3.14](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.13...v0.3.14) (2023-08-25)
+
+
+### Features
+
+* configauditreport ([#609](https://github.com/k8sgpt-ai/k8sgpt/issues/609)) ([44d3613](https://github.com/k8sgpt-ai/k8sgpt/commit/44d3613c1f950837c6b112ddde0dc3e90f73dc1b))
+
+
+### Bug Fixes
+
+* **deps:** update kubernetes packages to v0.27.4 ([#565](https://github.com/k8sgpt-ai/k8sgpt/issues/565)) ([3cc7aa5](https://github.com/k8sgpt-ai/k8sgpt/commit/3cc7aa56d8efc6e78badf3be1cb3d5726074156e))
+* **deps:** update module github.com/aquasecurity/trivy-operator to v0.15.1 ([#576](https://github.com/k8sgpt-ai/k8sgpt/issues/576)) ([c364074](https://github.com/k8sgpt-ai/k8sgpt/commit/c3640744c5cbf036321a14b90c1fdefa17c5321d))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.304 ([#558](https://github.com/k8sgpt-ai/k8sgpt/issues/558)) ([cf9069e](https://github.com/k8sgpt-ai/k8sgpt/commit/cf9069ef572fea9a947d7de5b0c0e44f34620a69))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.307 ([#574](https://github.com/k8sgpt-ai/k8sgpt/issues/574)) ([8ae91ec](https://github.com/k8sgpt-ai/k8sgpt/commit/8ae91ec744d1fead3b0aa570c904e9e3ad5ab5ef))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.308 ([#579](https://github.com/k8sgpt-ai/k8sgpt/issues/579)) ([7e8668a](https://github.com/k8sgpt-ai/k8sgpt/commit/7e8668a56bb25b7da3957cf4c05847d022825c10))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.309 ([#584](https://github.com/k8sgpt-ai/k8sgpt/issues/584)) ([227e1cd](https://github.com/k8sgpt-ai/k8sgpt/commit/227e1cd69f38654126750902a89408643bdb30fb))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.312 ([#586](https://github.com/k8sgpt-ai/k8sgpt/issues/586)) ([aafac93](https://github.com/k8sgpt-ai/k8sgpt/commit/aafac9345fbab16b1fe23ea76d6c1c362c44c080))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.313 ([#587](https://github.com/k8sgpt-ai/k8sgpt/issues/587)) ([f1479ba](https://github.com/k8sgpt-ai/k8sgpt/commit/f1479babbaaf6770d4a106d80f22b2ffb736cbad))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.315 ([#588](https://github.com/k8sgpt-ai/k8sgpt/issues/588)) ([fe29361](https://github.com/k8sgpt-ai/k8sgpt/commit/fe29361e335f3d186dc3d7651823e9bb03649652))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.317 ([#591](https://github.com/k8sgpt-ai/k8sgpt/issues/591)) ([9802e82](https://github.com/k8sgpt-ai/k8sgpt/commit/9802e82ff54bc55b670e25f75c69a29a985c21ae))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.327 ([#597](https://github.com/k8sgpt-ai/k8sgpt/issues/597)) ([aee83b7](https://github.com/k8sgpt-ai/k8sgpt/commit/aee83b74b20117f136876ec426318914aee8c4d1))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.329 ([#610](https://github.com/k8sgpt-ai/k8sgpt/issues/610)) ([0e5be89](https://github.com/k8sgpt-ai/k8sgpt/commit/0e5be89e5ccb70e9e9a44ad70f161c7b344d04f2))
+* **deps:** update module github.com/mittwald/go-helm-client to v0.12.3 ([#582](https://github.com/k8sgpt-ai/k8sgpt/issues/582)) ([c2770f3](https://github.com/k8sgpt-ai/k8sgpt/commit/c2770f38a6f0d3248747927155505db505f5e960))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.14.1 ([#573](https://github.com/k8sgpt-ai/k8sgpt/issues/573)) ([b52424a](https://github.com/k8sgpt-ai/k8sgpt/commit/b52424a9b1a554739cb8e08e296045c181d4041c))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.14.2 ([#603](https://github.com/k8sgpt-ai/k8sgpt/issues/603)) ([81fcf8b](https://github.com/k8sgpt-ai/k8sgpt/commit/81fcf8b5d46387eca7128b877c0652fdf4ed999c))
+* **deps:** update module go.uber.org/zap to v1.25.0 ([#589](https://github.com/k8sgpt-ai/k8sgpt/issues/589)) ([9672cea](https://github.com/k8sgpt-ai/k8sgpt/commit/9672cea228de976772f453e6a05ce05456741de8))
+* **deps:** update module golang.org/x/term to v0.11.0 ([#593](https://github.com/k8sgpt-ai/k8sgpt/issues/593)) ([7f109cd](https://github.com/k8sgpt-ai/k8sgpt/commit/7f109cdcfac00a329a53121287e44c2567af6b4a))
+* **deps:** update module google.golang.org/grpc to v1.57.0 ([#585](https://github.com/k8sgpt-ai/k8sgpt/issues/585)) ([59897f3](https://github.com/k8sgpt-ai/k8sgpt/commit/59897f330a037f1e5de0f958dd93b826e2ce481d))
+* **deps:** update module helm.sh/helm/v3 to v3.12.3 ([#602](https://github.com/k8sgpt-ai/k8sgpt/issues/602)) ([7910c9a](https://github.com/k8sgpt-ai/k8sgpt/commit/7910c9aa2c40f3c1837cce179dd1fc91a9744946))
+* optimize analyze service ([#461](https://github.com/k8sgpt-ai/k8sgpt/issues/461)) ([cc665ea](https://github.com/k8sgpt-ai/k8sgpt/commit/cc665ea4f3f279c30c7dd7996786e6bdce88acc8))
+* use kubeconfig file when user specify it ([#605](https://github.com/k8sgpt-ai/k8sgpt/issues/605)) ([e3b21ec](https://github.com/k8sgpt-ai/k8sgpt/commit/e3b21ec5ecd5f823470c2c2f570ed89a2c071b5a)), closes [#604](https://github.com/k8sgpt-ai/k8sgpt/issues/604)
+
+
+### Other
+
+* **deps:** exclude retracted cohere-go versions ([#583](https://github.com/k8sgpt-ai/k8sgpt/issues/583)) ([f8a53a5](https://github.com/k8sgpt-ai/k8sgpt/commit/f8a53a5c035fd3e3598666d9792c4e1231f9838d))
+* **deps:** update actions/setup-go digest to 93397be ([#600](https://github.com/k8sgpt-ai/k8sgpt/issues/600)) ([1a0ae1a](https://github.com/k8sgpt-ai/k8sgpt/commit/1a0ae1a086d328b1eaa70c412122427a6e8df2f5))
+* **deps:** update google-github-actions/release-please-action digest to ca6063f ([#572](https://github.com/k8sgpt-ai/k8sgpt/issues/572)) ([fba1a8e](https://github.com/k8sgpt-ai/k8sgpt/commit/fba1a8ed8c7cc2f7b0aace246f8797ea6c27e455))
+* **deps:** update goreleaser/goreleaser-action digest to 3fa32b8 ([#601](https://github.com/k8sgpt-ai/k8sgpt/issues/601)) ([610720a](https://github.com/k8sgpt-ai/k8sgpt/commit/610720a95c9d5eb49c77e7a929cd766a04e534a4))
+* **deps:** update reviewdog/action-golangci-lint digest to 951dc8b ([#594](https://github.com/k8sgpt-ai/k8sgpt/issues/594)) ([9acaec0](https://github.com/k8sgpt-ai/k8sgpt/commit/9acaec00c4d084c4ec3e40e4a6a8b0136dcc4aa1))
+* **deps:** update reviewdog/action-golangci-lint digest to f17c2e2 ([#598](https://github.com/k8sgpt-ai/k8sgpt/issues/598)) ([2251321](https://github.com/k8sgpt-ai/k8sgpt/commit/22513216960f06d572ec53480e290b1f4e5ff1d8))
+* upgraded cohere backend ([#580](https://github.com/k8sgpt-ai/k8sgpt/issues/580)) ([43b0d70](https://github.com/k8sgpt-ai/k8sgpt/commit/43b0d707e7eac326594f5f6c7ab4c885772846d2))
+
+## [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)
+
+
+### Features
+
+* admission webhooks ([#553](https://github.com/k8sgpt-ai/k8sgpt/issues/553)) ([06e8532](https://github.com/k8sgpt-ai/k8sgpt/commit/06e8532f88616a988a4e41ed8cdac62cf0f243a5))
+
+
+### Other
+
+* **deps:** update docker/setup-buildx-action digest to 4c0219f ([#547](https://github.com/k8sgpt-ai/k8sgpt/issues/547)) ([1a3f299](https://github.com/k8sgpt-ai/k8sgpt/commit/1a3f2992108e857f8c8c07eff16599d00b50110e))
+
+## [0.3.10](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.9...v0.3.10) (2023-07-12)
+
+
+### Features
+
+* add Validating/Mutating webhook analyzer ([#548](https://github.com/k8sgpt-ai/k8sgpt/issues/548)) ([750a10d](https://github.com/k8sgpt-ai/k8sgpt/commit/750a10d44c59bc90de5241d1128ee74fa38bf350))
+
+
+### Bug Fixes
+
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.298 ([#545](https://github.com/k8sgpt-ai/k8sgpt/issues/545)) ([d1096dc](https://github.com/k8sgpt-ai/k8sgpt/commit/d1096dc31a692013f40980649e5cc2d402869ceb))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.299 ([#549](https://github.com/k8sgpt-ai/k8sgpt/issues/549)) ([ecd7790](https://github.com/k8sgpt-ai/k8sgpt/commit/ecd7790efe2ca88259451761202c90cb842ff04b))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.13.0 ([#399](https://github.com/k8sgpt-ai/k8sgpt/issues/399)) ([21df094](https://github.com/k8sgpt-ai/k8sgpt/commit/21df094bda31a14235fb2244e8cef74d3c92d919))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.14.0 ([#550](https://github.com/k8sgpt-ai/k8sgpt/issues/550)) ([9dcab94](https://github.com/k8sgpt-ai/k8sgpt/commit/9dcab945460e5972f895fa5302e3425750d635c7))
+* **deps:** update module golang.org/x/term to v0.10.0 ([#542](https://github.com/k8sgpt-ai/k8sgpt/issues/542)) ([1276b3e](https://github.com/k8sgpt-ai/k8sgpt/commit/1276b3e89715b1cfb553e60d4f25592acef80a6f))
+
+## [0.3.9](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.8...v0.3.9) (2023-07-04)
+
+
+### Features
+
+* details flag to list command ([#537](https://github.com/k8sgpt-ai/k8sgpt/issues/537)) ([2309b0d](https://github.com/k8sgpt-ai/k8sgpt/commit/2309b0dfe20e27b6afe283a6be21ad7a0652ac99))
+* upgrading azure client impl ([#526](https://github.com/k8sgpt-ai/k8sgpt/issues/526)) ([367fe8f](https://github.com/k8sgpt-ai/k8sgpt/commit/367fe8f74c6a9e26f0d9c3b25a86093530fb85b2))
+* upgrading the proto files to fix user issues ([#515](https://github.com/k8sgpt-ai/k8sgpt/issues/515)) ([c88fc88](https://github.com/k8sgpt-ai/k8sgpt/commit/c88fc889e4f6089e48f37d90e349d5c61ea0b952))
+
+
+### Bug Fixes
+
+* 'intergration' typos ([#508](https://github.com/k8sgpt-ai/k8sgpt/issues/508)) ([64b93c9](https://github.com/k8sgpt-ai/k8sgpt/commit/64b93c9116b6a7f82419f1c4fff98fa68b8c0aca))
+* add --no-install for activate command ([#536](https://github.com/k8sgpt-ai/k8sgpt/issues/536)) ([1f5462c](https://github.com/k8sgpt-ai/k8sgpt/commit/1f5462c80bd04f63c2b55889c987634251635812))
+* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go to v1.3.0-20230620082254-6f80f9533908.1 ([#516](https://github.com/k8sgpt-ai/k8sgpt/issues/516)) ([06e50d5](https://github.com/k8sgpt-ai/k8sgpt/commit/06e50d57db3aa2e5a68b093e2ba25c0e33dc6343))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.284 ([#501](https://github.com/k8sgpt-ai/k8sgpt/issues/501)) ([d87127a](https://github.com/k8sgpt-ai/k8sgpt/commit/d87127a309734847a56bf95c2e947e2270f94a88))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.286 ([#514](https://github.com/k8sgpt-ai/k8sgpt/issues/514)) ([b9cf522](https://github.com/k8sgpt-ai/k8sgpt/commit/b9cf5226853619655e98f2156bfd0b8513511bb3))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.288 ([#519](https://github.com/k8sgpt-ai/k8sgpt/issues/519)) ([57695b4](https://github.com/k8sgpt-ai/k8sgpt/commit/57695b44b6429319860a76e4e02016dafe3ed0b0))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.289 ([#524](https://github.com/k8sgpt-ai/k8sgpt/issues/524)) ([fafb695](https://github.com/k8sgpt-ai/k8sgpt/commit/fafb69544f4edda670bad6973332a20a7f0f055e))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.292 ([#530](https://github.com/k8sgpt-ai/k8sgpt/issues/530)) ([566f752](https://github.com/k8sgpt-ai/k8sgpt/commit/566f7525eef9f65dd2ab6a47bd0012bfb91e2a12))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.294 ([#535](https://github.com/k8sgpt-ai/k8sgpt/issues/535)) ([3067fa9](https://github.com/k8sgpt-ai/k8sgpt/commit/3067fa98f4a8990c9a930e53ad93f89cf35e0d62))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.295 ([#540](https://github.com/k8sgpt-ai/k8sgpt/issues/540)) ([767e4cb](https://github.com/k8sgpt-ai/k8sgpt/commit/767e4cbc4127e2017a3a9c4b182ccc833debc6a5))
+* **deps:** update module github.com/prometheus/client_golang to v1.16.0 ([#507](https://github.com/k8sgpt-ai/k8sgpt/issues/507)) ([14e5691](https://github.com/k8sgpt-ai/k8sgpt/commit/14e5691190bf772c05477cbcb811ed71bec450a3))
+* **deps:** update module google.golang.org/grpc to v1.56.0 ([#510](https://github.com/k8sgpt-ai/k8sgpt/issues/510)) ([f3e0b9b](https://github.com/k8sgpt-ai/k8sgpt/commit/f3e0b9b56d13397c79f57e76bdd6b741bb565fb4))
+* **deps:** update module google.golang.org/grpc to v1.56.1 ([#520](https://github.com/k8sgpt-ai/k8sgpt/issues/520)) ([be52308](https://github.com/k8sgpt-ai/k8sgpt/commit/be52308c99f6aed73e2c20d260823795d45876f5))
+* **deps:** update module helm.sh/helm/v3 to v3.12.1 ([#503](https://github.com/k8sgpt-ai/k8sgpt/issues/503)) ([0f03ddc](https://github.com/k8sgpt-ai/k8sgpt/commit/0f03ddcf0f5ec79bc6dbb74c654e0d8fac634a0a))
+* displaying correct yaml config location on app start ([#521](https://github.com/k8sgpt-ai/k8sgpt/issues/521)) ([b7d4602](https://github.com/k8sgpt-ai/k8sgpt/commit/b7d4602cb8aaaa0c22a0a5941d8c6edad7c58db4))
+* remove provider from default on delete ([#529](https://github.com/k8sgpt-ai/k8sgpt/issues/529)) ([5a983c4](https://github.com/k8sgpt-ai/k8sgpt/commit/5a983c4a0a511389e25cffe12999b903b85cd96d))
+* typo in add command ([#539](https://github.com/k8sgpt-ai/k8sgpt/issues/539)) ([da750df](https://github.com/k8sgpt-ai/k8sgpt/commit/da750df16bde878f7619aa58ef5e7ef7d3173b2b))
+
+
+### Other
+
+* **deps:** update anchore/sbom-action action to v0.14.3 ([#517](https://github.com/k8sgpt-ai/k8sgpt/issues/517)) ([0521060](https://github.com/k8sgpt-ai/k8sgpt/commit/05210604109a6e892bb465df11038b8c24d68076))
+* **deps:** update docker/build-push-action digest to 2eb1c19 ([#499](https://github.com/k8sgpt-ai/k8sgpt/issues/499)) ([9df75cc](https://github.com/k8sgpt-ai/k8sgpt/commit/9df75cc959f7ed23cae8e3761498ea6c56885788))
+* **deps:** update docker/login-action digest to 465a078 ([#488](https://github.com/k8sgpt-ai/k8sgpt/issues/488)) ([c15a561](https://github.com/k8sgpt-ai/k8sgpt/commit/c15a561b635dc678bb8de15c6623914942475537))
+* **deps:** update docker/setup-buildx-action digest to 16c0bc4 ([#532](https://github.com/k8sgpt-ai/k8sgpt/issues/532)) ([5662d59](https://github.com/k8sgpt-ai/k8sgpt/commit/5662d5932ff3beb8c1a31fc2088c5e703e90ec79))
+* **deps:** update docker/setup-buildx-action digest to ecf9528 ([#498](https://github.com/k8sgpt-ai/k8sgpt/issues/498)) ([f4d7876](https://github.com/k8sgpt-ai/k8sgpt/commit/f4d78768388774f62d87acd89e71689535e538f7))
+* **deps:** update google-github-actions/release-please-action digest to 8016a66 ([#523](https://github.com/k8sgpt-ai/k8sgpt/issues/523)) ([d56861d](https://github.com/k8sgpt-ai/k8sgpt/commit/d56861d4bad475da09992813fc256a0d99399eab))
+* **deps:** update reviewdog/action-golangci-lint digest to 22adb9d ([#525](https://github.com/k8sgpt-ai/k8sgpt/issues/525)) ([3146754](https://github.com/k8sgpt-ai/k8sgpt/commit/314675477917063dcfb847880fb3186f8bdf32f6))
+* **deps:** update reviewdog/action-golangci-lint digest to 994abff ([#513](https://github.com/k8sgpt-ai/k8sgpt/issues/513)) ([1819c3b](https://github.com/k8sgpt-ai/k8sgpt/commit/1819c3bf1512291cd637c115e8b82c9e0e8885a0))
+* sorting out the dependency hell ([#518](https://github.com/k8sgpt-ai/k8sgpt/issues/518)) ([cd7807a](https://github.com/k8sgpt-ai/k8sgpt/commit/cd7807a48481f298422d9b1c8066b431fad3ae5a))
+
+## [0.3.8](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.7...v0.3.8) (2023-06-15)
+
+
+### Features
+
+* fix for s3 cache from operator ([f6db6ce](https://github.com/k8sgpt-ai/k8sgpt/commit/f6db6ce86163dcb4b5ec4bd99b8a3842dd0c60bb))
+
+
+### Bug Fixes
+
+* **deps:** update kubernetes packages to v0.27.3 ([#504](https://github.com/k8sgpt-ai/k8sgpt/issues/504)) ([b1c6ec3](https://github.com/k8sgpt-ai/k8sgpt/commit/b1c6ec3c0919649bc551ec0047a1d9c2420f4264))
+
+## [0.3.7](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.6...v0.3.7) (2023-06-13)
+
+
+### Features
+
+* add update to auth cmd ([#450](https://github.com/k8sgpt-ai/k8sgpt/issues/450)) ([01aeeb3](https://github.com/k8sgpt-ai/k8sgpt/commit/01aeeb35e2dab957d2909cd5cffc5a4a03e19664))
+* support arbitrary uid for openshift environments ([#454](https://github.com/k8sgpt-ai/k8sgpt/issues/454)) ([92539ee](https://github.com/k8sgpt-ai/k8sgpt/commit/92539ee05d2d15e951742aaaf07f2defff3f79c5))
+
+
+### Bug Fixes
+
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.274 ([#474](https://github.com/k8sgpt-ai/k8sgpt/issues/474)) ([1a81227](https://github.com/k8sgpt-ai/k8sgpt/commit/1a81227d6148be59b7b9ae4e9ae5e2d9a5b7a9ae))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.275 ([#478](https://github.com/k8sgpt-ai/k8sgpt/issues/478)) ([705b54f](https://github.com/k8sgpt-ai/k8sgpt/commit/705b54fcd308ef1fc0bc870b5a0a32baa30767df))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.276 ([#482](https://github.com/k8sgpt-ai/k8sgpt/issues/482)) ([3f0aea1](https://github.com/k8sgpt-ai/k8sgpt/commit/3f0aea131e1e62655a10f6a51bf6238316dd6598))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.277 ([#485](https://github.com/k8sgpt-ai/k8sgpt/issues/485)) ([e2d5c2d](https://github.com/k8sgpt-ai/k8sgpt/commit/e2d5c2dee00e3411fa10bcaa4ae134b5671f45ab))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.280 ([#490](https://github.com/k8sgpt-ai/k8sgpt/issues/490)) ([04b4f56](https://github.com/k8sgpt-ai/k8sgpt/commit/04b4f56a667febf77c21838a618a1cd4a7f1e371))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.281 ([#496](https://github.com/k8sgpt-ai/k8sgpt/issues/496)) ([a6342c9](https://github.com/k8sgpt-ai/k8sgpt/commit/a6342c92830451e3110a54bac80a1b693984fcc8))
+* **deps:** update module golang.org/x/term to v0.9.0 ([#497](https://github.com/k8sgpt-ai/k8sgpt/issues/497)) ([98b852a](https://github.com/k8sgpt-ai/k8sgpt/commit/98b852aabe1ff62ac64e3c9e3e70173a8ff19749))
+* use the `status` for pdb checking ([#477](https://github.com/k8sgpt-ai/k8sgpt/issues/477)) ([075066d](https://github.com/k8sgpt-ai/k8sgpt/commit/075066dd7c353c0afd36637f421229cba5a6e022)), closes [#476](https://github.com/k8sgpt-ai/k8sgpt/issues/476)
+
+
+### Docs
+
+* fix add localai command in readme.md ([#494](https://github.com/k8sgpt-ai/k8sgpt/issues/494)) ([40fbba7](https://github.com/k8sgpt-ai/k8sgpt/commit/40fbba7df1b2ce40c99262c901c7d2a26e9bbed0))
+
+
+### Other
+
+* customized prompt template for integration plugins ([#403](https://github.com/k8sgpt-ai/k8sgpt/issues/403)) ([c85203b](https://github.com/k8sgpt-ai/k8sgpt/commit/c85203bccde094c33ef83eb728aeed2608cbc136))
+* **deps:** update actions/checkout digest to c85c95e ([#492](https://github.com/k8sgpt-ai/k8sgpt/issues/492)) ([1ae21e6](https://github.com/k8sgpt-ai/k8sgpt/commit/1ae21e6fd46b8490ea012fa8176d741af2e71e7e))
+* **deps:** update docker/build-push-action digest to 44ea916 ([#491](https://github.com/k8sgpt-ai/k8sgpt/issues/491)) ([e556901](https://github.com/k8sgpt-ai/k8sgpt/commit/e556901b9d6205f75c819e1fbde51ba1f018e97d))
+* **deps:** update docker/setup-buildx-action digest to 6a58db7 ([#489](https://github.com/k8sgpt-ai/k8sgpt/issues/489)) ([a23276d](https://github.com/k8sgpt-ai/k8sgpt/commit/a23276d3ff740abc6d3b36a4c793d90387ecee08))
+* **deps:** update goreleaser/goreleaser-action digest to 336e299 ([#495](https://github.com/k8sgpt-ai/k8sgpt/issues/495)) ([ad2a5fd](https://github.com/k8sgpt-ai/k8sgpt/commit/ad2a5fd5fce78bf1bda4a48ad4a21598abadcdf4))
+
+## [0.3.6](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.5...v0.3.6) (2023-05-31)
+
+
+### Features
+
+* get official field doc ([#457](https://github.com/k8sgpt-ai/k8sgpt/issues/457)) ([f9621af](https://github.com/k8sgpt-ai/k8sgpt/commit/f9621af7e480f490710020b931cbb08fb9824740))
+
+
+### Bug Fixes
+
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.270 ([#465](https://github.com/k8sgpt-ai/k8sgpt/issues/465)) ([5cf4fc5](https://github.com/k8sgpt-ai/k8sgpt/commit/5cf4fc52da4542a8bae98764d2fa7e337d95e5bd))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.271 ([#469](https://github.com/k8sgpt-ai/k8sgpt/issues/469)) ([1459dd4](https://github.com/k8sgpt-ai/k8sgpt/commit/1459dd4b8eca937e95ebe9b727311dc8b023e304))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.272 ([#473](https://github.com/k8sgpt-ai/k8sgpt/issues/473)) ([5233627](https://github.com/k8sgpt-ai/k8sgpt/commit/523362765f4c064c02798bb9e6f31e2bcc856e5f))
+* **deps:** update module github.com/spf13/viper to v1.16.0 ([#472](https://github.com/k8sgpt-ai/k8sgpt/issues/472)) ([6052a5b](https://github.com/k8sgpt-ai/k8sgpt/commit/6052a5b4d77902e1882e3121b678671c89b57af8))
+* **deps:** update module github.com/stretchr/testify to v1.8.4 ([#471](https://github.com/k8sgpt-ai/k8sgpt/issues/471)) ([42437f7](https://github.com/k8sgpt-ai/k8sgpt/commit/42437f77d1e0735a8f38a62ddbefb4d1f4e61c0e))
+* name of sa reference in deployment ([#468](https://github.com/k8sgpt-ai/k8sgpt/issues/468)) ([cd049c9](https://github.com/k8sgpt-ai/k8sgpt/commit/cd049c9b4b188f702608d989fb32ae62f333dac5))
+* typo ([#463](https://github.com/k8sgpt-ai/k8sgpt/issues/463)) ([1b86a6f](https://github.com/k8sgpt-ai/k8sgpt/commit/1b86a6fc89f90d29fdf2fab87a517f0da225ec96))
+
+
+### Other
+
+* **deps:** update google-github-actions/release-please-action digest to 51ee8ae ([#464](https://github.com/k8sgpt-ai/k8sgpt/issues/464)) ([86ebc23](https://github.com/k8sgpt-ai/k8sgpt/commit/86ebc23de762583b5904605f5651bbc83760aa95))
+
+## [0.3.5](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.4...v0.3.5) (2023-05-25)
+
+
+### Features
+
+* add configuration api route ([#459](https://github.com/k8sgpt-ai/k8sgpt/issues/459)) ([fa4a075](https://github.com/k8sgpt-ai/k8sgpt/commit/fa4a0757b83f8ec00df951d49316f10961daa0e0))
+
+
+### Bug Fixes
+
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.267 ([#451](https://github.com/k8sgpt-ai/k8sgpt/issues/451)) ([49e120c](https://github.com/k8sgpt-ai/k8sgpt/commit/49e120c28e8b5ce5a8f7255ebc0f1b1b5c423f95))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.269 ([#458](https://github.com/k8sgpt-ai/k8sgpt/issues/458)) ([2994c1c](https://github.com/k8sgpt-ai/k8sgpt/commit/2994c1c5a77ce6ebe6e59d6edc9647c02f06f261))
+* updated list.go to handle k8sgpt cache list crashing issue ([#455](https://github.com/k8sgpt-ai/k8sgpt/issues/455)) ([6eac58d](https://github.com/k8sgpt-ai/k8sgpt/commit/6eac58d4b03169356d3f06674ef206472e149fde))
+
+## [0.3.4](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.3...v0.3.4) (2023-05-22)
+
+
+### Bug Fixes
+
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.266 ([#446](https://github.com/k8sgpt-ai/k8sgpt/issues/446)) ([edda743](https://github.com/k8sgpt-ai/k8sgpt/commit/edda743fa2bf4b5ae2551c981447a5912a459bb4))
+* **deps:** update module github.com/stretchr/testify to v1.8.3 ([#442](https://github.com/k8sgpt-ai/k8sgpt/issues/442)) ([fe450eb](https://github.com/k8sgpt-ai/k8sgpt/commit/fe450eb69da0645328e60e2d7b0852ffdb996dee))
+
+
+### Other
+
+* add more filter releavent UT in analysis_test.go ([#435](https://github.com/k8sgpt-ai/k8sgpt/issues/435)) ([36995fd](https://github.com/k8sgpt-ai/k8sgpt/commit/36995fd4ed41c8c83ebc308f8ec2a4bfe530f7dc))
+
+## [0.3.3](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.2...v0.3.3) (2023-05-20)
+
+
+### Features
+
+* caching ([#439](https://github.com/k8sgpt-ai/k8sgpt/issues/439)) ([948dae5](https://github.com/k8sgpt-ai/k8sgpt/commit/948dae5e288ec3bb0165eb3ce32171b12003f9c7))
+* rework auth commands ([#438](https://github.com/k8sgpt-ai/k8sgpt/issues/438)) ([c659a87](https://github.com/k8sgpt-ai/k8sgpt/commit/c659a875fc296849a3703bfd7f0c4796f44bdf5a))
+
+
+### Bug Fixes
+
+* append coreAnalyzer if active_filter is empty and integration is added ([#441](https://github.com/k8sgpt-ai/k8sgpt/issues/441)) ([b7dc384](https://github.com/k8sgpt-ai/k8sgpt/commit/b7dc3845476759bedb3a55f77c8779e4a9f460dd))
+* **deps:** update kubernetes packages to v0.27.2 ([#436](https://github.com/k8sgpt-ai/k8sgpt/issues/436)) ([d13b913](https://github.com/k8sgpt-ai/k8sgpt/commit/d13b91301cab5e05349b68716cd506fa1705f36f))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.44.265 ([#445](https://github.com/k8sgpt-ai/k8sgpt/issues/445)) ([c588e96](https://github.com/k8sgpt-ai/k8sgpt/commit/c588e963de3f238f07200d6cf09fe6f9781484f5))
+* docker version ([#444](https://github.com/k8sgpt-ai/k8sgpt/issues/444)) ([1f767eb](https://github.com/k8sgpt-ai/k8sgpt/commit/1f767ebd2e31e61decab36218b1b85f2b3b6207d))
+* use coreAnalyzer if there are no filters selected and no active_filters ([#432](https://github.com/k8sgpt-ai/k8sgpt/issues/432)) ([f0d3f36](https://github.com/k8sgpt-ai/k8sgpt/commit/f0d3f36f6d56bd76248590c0b841dffb7769a2ee))
+
+## [0.3.2](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.1...v0.3.2) (2023-05-16)
+
+
+### Features
+
+* added the ability to set a user default AI provider ([#427](https://github.com/k8sgpt-ai/k8sgpt/issues/427)) ([cbe2fb4](https://github.com/k8sgpt-ai/k8sgpt/commit/cbe2fb4a4c160a0a24b3fb4602cae8e5eebd6aa0))
+
+
+### Bug Fixes
+
+* improve default_prompt ([#406](https://github.com/k8sgpt-ai/k8sgpt/issues/406)) ([06542b4](https://github.com/k8sgpt-ai/k8sgpt/commit/06542b4bf1aec193f11a40526a1b60be01972e66))
+* missing validation for backend option in remove command ([#429](https://github.com/k8sgpt-ai/k8sgpt/issues/429)) ([af826d5](https://github.com/k8sgpt-ai/k8sgpt/commit/af826d500fef0469b958250161b0827aa4ab2933))
+
+
+### Other
+
+* **deps:** bump github.com/docker/distribution ([#428](https://github.com/k8sgpt-ai/k8sgpt/issues/428)) ([3099909](https://github.com/k8sgpt-ai/k8sgpt/commit/30999091136c64173e5c15b789036c85f8b855f3))
+* **deps:** update actions/setup-go digest to fac708d ([#422](https://github.com/k8sgpt-ai/k8sgpt/issues/422)) ([097c791](https://github.com/k8sgpt-ai/k8sgpt/commit/097c7912b0572d0461f08af12e9f21c6618c13e4))
+* **deps:** update reviewdog/action-golangci-lint digest to 79d32f1 ([#425](https://github.com/k8sgpt-ai/k8sgpt/issues/425)) ([032576c](https://github.com/k8sgpt-ai/k8sgpt/commit/032576c728751522fe6cd8f255366cc3d5c0f23c))
+
+## [0.3.1](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.0...v0.3.1) (2023-05-15)
+
+
+### Features
+
+* add error message if analyze request fail ([#393](https://github.com/k8sgpt-ai/k8sgpt/issues/393)) ([639aa12](https://github.com/k8sgpt-ai/k8sgpt/commit/639aa12931b3fc9f99a4b34f33f583b9f427f40c))
+* add remove command to remove a backend AI provider ([#395](https://github.com/k8sgpt-ai/k8sgpt/issues/395)) ([c5b72ee](https://github.com/k8sgpt-ai/k8sgpt/commit/c5b72eee165a29d4ed59b0ec2f19e9f58267840d))
+* filters api ([#407](https://github.com/k8sgpt-ai/k8sgpt/issues/407)) ([e5e613a](https://github.com/k8sgpt-ai/k8sgpt/commit/e5e613acee0a99f108dd90affc55a18dee42ad9c))
+* use correct port to metrics ([#390](https://github.com/k8sgpt-ai/k8sgpt/issues/390)) ([5d4e591](https://github.com/k8sgpt-ai/k8sgpt/commit/5d4e591f11e555cac851205fff158ef22f702c33))
+
+
+### Bug Fixes
+
+* clusterole name ([#392](https://github.com/k8sgpt-ai/k8sgpt/issues/392)) ([123b8a6](https://github.com/k8sgpt-ai/k8sgpt/commit/123b8a66eed1af41b7bd4e558ba4f0f8ef947e98))
+* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go to v1.3.0-20230515081240-6b5b845c638e.1 ([#397](https://github.com/k8sgpt-ai/k8sgpt/issues/397)) ([a1f98ad](https://github.com/k8sgpt-ai/k8sgpt/commit/a1f98ad78ecd9a84d26e7a59c340e5410524e561))
+* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go to v1.28.1-20230510140658-54288a50e81c.4 ([#398](https://github.com/k8sgpt-ai/k8sgpt/issues/398)) ([50916f2](https://github.com/k8sgpt-ai/k8sgpt/commit/50916f2c93fb19b935f835eda1ba78b7c0465fe6))
+* **deps:** update module google.golang.org/grpc to v1.55.0 ([#389](https://github.com/k8sgpt-ai/k8sgpt/issues/389)) ([8cfb717](https://github.com/k8sgpt-ai/k8sgpt/commit/8cfb717dc15a6af489a16282d38d3495518bc919))
+* **deps:** update module helm.sh/helm/v3 to v3.12.0 ([#396](https://github.com/k8sgpt-ai/k8sgpt/issues/396)) ([c1410d1](https://github.com/k8sgpt-ai/k8sgpt/commit/c1410d169945341e9a635e12c2adcc87a08f8a09))
+* update engine's cmd flag to match the new cli layout ([#400](https://github.com/k8sgpt-ai/k8sgpt/issues/400)) ([aafe669](https://github.com/k8sgpt-ai/k8sgpt/commit/aafe669739aa8c38611d13deb08706096c7893e0))
+
+
+### Other
+
+* gofmt fix and enable in CI ([#414](https://github.com/k8sgpt-ai/k8sgpt/issues/414)) ([e66de8c](https://github.com/k8sgpt-ai/k8sgpt/commit/e66de8c4cea1213cda1db609f07cbb0c8f6591c3))
+* make go-lint happy ([#405](https://github.com/k8sgpt-ai/k8sgpt/issues/405)) ([ed73485](https://github.com/k8sgpt-ai/k8sgpt/commit/ed73485d92af0329915633d51c7eccdbce9b37cc))
+
+## [0.3.0](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.2.9...v0.3.0) (2023-05-09)
+
+
+### ⚠ BREAKING CHANGES
+
+* migrate api to grpc ([#386](https://github.com/k8sgpt-ai/k8sgpt/issues/386))
+
+### Features
+
+* add auth commands ([#369](https://github.com/k8sgpt-ai/k8sgpt/issues/369)) ([00aaae8](https://github.com/k8sgpt-ai/k8sgpt/commit/00aaae86d88812bd6b6be290ba440ea583ccc01c))
+* migrate api to grpc ([#386](https://github.com/k8sgpt-ai/k8sgpt/issues/386)) ([9998e76](https://github.com/k8sgpt-ai/k8sgpt/commit/9998e7620d2803b82b241482649449507040add3))
+
+
+### Bug Fixes
+
+* **deps:** update module github.com/sashabaranov/go-openai to v1.9.3 ([#378](https://github.com/k8sgpt-ai/k8sgpt/issues/378)) ([045a063](https://github.com/k8sgpt-ai/k8sgpt/commit/045a06350bf41d4177e67316978af8fcf02ff19a))
+* **deps:** update module golang.org/x/term to v0.8.0 ([#382](https://github.com/k8sgpt-ai/k8sgpt/issues/382)) ([65fff11](https://github.com/k8sgpt-ai/k8sgpt/commit/65fff11e585f8074fb77124b25339a09da313970))
+
+
+### Docs
+
+* update README ([#383](https://github.com/k8sgpt-ai/k8sgpt/issues/383)) ([d6bcb96](https://github.com/k8sgpt-ai/k8sgpt/commit/d6bcb96105a549eb772b790704c7ec27e374eafd))
+
+
+### Other
+
+* **deps:** update anchore/sbom-action action to v0.14.2 ([#387](https://github.com/k8sgpt-ai/k8sgpt/issues/387)) ([9192b26](https://github.com/k8sgpt-ai/k8sgpt/commit/9192b26fab2ce09c8a480256a15723ae788612c3))
+* fix the logo URL ([#384](https://github.com/k8sgpt-ai/k8sgpt/issues/384)) ([b6b0612](https://github.com/k8sgpt-ai/k8sgpt/commit/b6b06123db8914cae09dfa96edd92aff83823bdf))
+
 ## [0.2.9](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.2.8...v0.2.9) (2023-05-03)
 
 

CONTRIBUTING.md

@@ -30,7 +30,7 @@ We're happy that you want to contribute to this project. Please read the section
 - Assign yourself to the issue, if you are working on it (if you are not a member of the organization, please leave a comment on the issue)
 - Make your changes
 - Keep pull requests small and focused, if you have multiple changes, please open multiple PRs
-- Create a pull request back to the upstream repository and follow follow the [pull request template](.github/pull_request_template.md) guidelines.
+- Create a pull request back to the upstream repository and follow the [pull request template](.github/pull_request_template.md) guidelines.
 - Wait for a review and address any comments
 
 **Opening PRs**

Makefile

@@ -54,7 +54,7 @@ all: tidy add-copyright lint cover build
 build: 
 	@echo "$(shell go version)"
 	@echo "===========> Building binary $(BUILDAPP) *[Git Info]: $(VERSION)-$(GIT_COMMIT)"
-	@export CGO_ENABLED=0 && go build -o $(BUILDAPP) -ldflags '-s -w' $(BUILDFILE)
+	@export CGO_ENABLED=0 && go build -o $(BUILDAPP) -ldflags "-s -w -X main.version=dev -X main.commit=$$(git rev-parse --short HEAD) -X main.date=$$(date +%FT%TZ)" $(BUILDFILE)
 
 ## tidy: tidy go.mod
 .PHONY: tidy

README.md

@@ -16,6 +16,8 @@ It has SRE experience codified into its analyzers and helps to pull out the most
 
 <a href="https://www.producthunt.com/posts/k8sgpt?utm_source=badge-featured&utm_medium=badge&utm_souce=badge-k8sgpt" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=389489&theme=light" alt="K8sGPT - K8sGPT&#0032;gives&#0032;Kubernetes&#0032;Superpowers&#0032;to&#0032;everyone | Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" /></a>
 
+<img src="images/demo4.gif" width=650px; />
+
 # CLI Installation
 
 
@@ -32,7 +34,7 @@ brew install k8sgpt
   **32 bit:**
   <!---x-release-please-start-version-->
   ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.9/k8sgpt_386.rpm
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.18/k8sgpt_386.rpm
   sudo rpm -ivh k8sgpt_386.rpm
   ```
   <!---x-release-please-end-->
@@ -41,7 +43,7 @@ brew install k8sgpt
 
   <!---x-release-please-start-version-->
   ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.9/k8sgpt_amd64.rpm
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.18/k8sgpt_amd64.rpm
   sudo rpm -ivh -i k8sgpt_amd64.rpm
   ```
   <!---x-release-please-end-->
@@ -53,7 +55,7 @@ brew install k8sgpt
   **32 bit:**
   <!---x-release-please-start-version-->
   ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.9/k8sgpt_386.deb
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.18/k8sgpt_386.deb
   sudo dpkg -i k8sgpt_386.deb
   ```
   <!---x-release-please-end-->
@@ -61,7 +63,7 @@ brew install k8sgpt
 
   <!---x-release-please-start-version-->
   ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.9/k8sgpt_amd64.deb
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.18/k8sgpt_amd64.deb
   sudo dpkg -i k8sgpt_amd64.deb
   ```
   <!---x-release-please-end-->
@@ -74,14 +76,14 @@ brew install k8sgpt
   **32 bit:**
   <!---x-release-please-start-version-->
   ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.9/k8sgpt_386.apk
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.18/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/v0.2.9/k8sgpt_amd64.apk
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.18/k8sgpt_amd64.apk
   apk add k8sgpt_amd64.apk
   ```
   <!---x-release-please-end-->x
@@ -121,13 +123,12 @@ _This mode of operation is ideal for continuous monitoring of your cluster and c
 
 * Currently the default AI provider is OpenAI, you will need to generate an API key from [OpenAI](https://openai.com)
   * You can do this by running `k8sgpt generate` to open a browser link to generate it
-* Run `k8sgpt auth` to set it in k8sgpt.
+* Run `k8sgpt auth add` to set it in k8sgpt.
   * You can provide the password directly using the `--password` flag.
 * Run `k8sgpt filters` to manage the active filters used by the analyzer. By default, all filters are executed during analysis.
 * Run `k8sgpt analyze` to run a scan.
 * And use `k8sgpt analyze --explain` to get a more detailed explanation of the issues.
-
-<img src="images/demo4.gif" width=650px; />
+* You also run `k8sgpt analyze --with-doc` (with or without the explain flag) to get the official documentation from kubernetes.
 
 ## Analyzers
 
@@ -148,6 +149,8 @@ you will be able to write your own analyzers.
 - [x] deploymentAnalyzer
 - [x] cronJobAnalyzer
 - [x] nodeAnalyzer
+- [x] mutatingWebhookAnalyzer
+- [x] validatingWebhookAnalyzer
 
 #### Optional
 
@@ -161,8 +164,9 @@ _Run a scan with the default analyzers_
 
 ```
 k8sgpt generate
-k8sgpt auth
+k8sgpt auth add
 k8sgpt analyze --explain
+k8sgpt analyze --explain --with-doc
 ```
 
 _Filter on resource_
@@ -188,8 +192,8 @@ _Anonymize during explain_
 k8sgpt analyze --explain --filter=Service --output=json --anonymize
 ```
 
-### Using filters
 <details>
+<summary> Using filters </summary>
 
 _List filters_
 
@@ -208,7 +212,7 @@ k8sgpt filters add [filter(s)]
 - Simple filter : `k8sgpt filters add Service`
 - Multiple filters : `k8sgpt filters add Ingress,Pod`
 
-_Add default filters_
+_Remove default filters_
 
 ```
 k8sgpt filters remove [filter(s)]
@@ -221,11 +225,27 @@ k8sgpt filters remove [filter(s)]
 
 </details>
 
-
-### Additional commands
-
 <details>
 
+<summary> Additional commands </summary>
+
+_List configured backends_
+
+```
+k8sgpt auth list
+```
+
+_Update configured backends_
+
+```
+k8sgpt auth update $MY_BACKEND1,$MY_BACKEND2..
+```
+
+_Remove configured backends_
+
+```
+k8sgpt auth remove $MY_BACKEND1,$MY_BACKEND2..
+```
 
 _List integrations_
 
@@ -264,33 +284,14 @@ curl -X GET "http://localhost:8080/analyze?namespace=k8sgpt&explain=false"
 ```
 </details>
 
-## Additional AI providers  
 
-### Azure OpenAI  
-<em>Prerequisites:</em> an Azure OpenAI deployment is needed, please visit MS official [documentation](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal#create-a-resource) to create your own.
-
-To authenticate with k8sgpt, you will need the Azure OpenAI endpoint of your tenant `"https://your Azure OpenAI Endpoint"`, the api key to access your deployment, the deployment name of your model and the model name itself.  
-<details>
-
-### Run k8sgpt  
-To run k8sgpt, run `k8sgpt auth` with the `azureopenai` backend:  
-```
-k8sgpt auth --backend azureopenai --baseurl https://<your Azure OpenAI endpoint> --engine <deployment_name> --model <model_name>
-```
-Lastly, enter your Azure API key, after the prompt.
-
-Now you are ready to analyze with the azure openai backend:  
-```
-k8sgpt analyze --explain --backend azureopenai
-```
-
-</details>
-
-### Running local models
-
-To run local models, it is possible to use OpenAI compatible APIs, for instance [LocalAI](https://github.com/go-skynet/LocalAI) which uses [llama.cpp](https://github.com/ggerganov/llama.cpp) and [ggml](https://github.com/ggerganov/ggml) to run inference on consumer-grade hardware. Models supported by LocalAI for instance are Vicuna, Alpaca, LLaMA, Cerebras, GPT4ALL, GPT4ALL-J and koala. 
+## Key Features
 
 <details>
+<summary> LocalAI provider </summary>
+
+To run local models, it is possible to use OpenAI compatible APIs, for instance [LocalAI](https://github.com/go-skynet/LocalAI) which uses [llama.cpp](https://github.com/ggerganov/llama.cpp) and [ggml](https://github.com/ggerganov/ggml) to run inference on consumer-grade hardware. Models supported by LocalAI for instance are Vicuna, Alpaca, LLaMA, Cerebras, GPT4ALL, GPT4ALL-J and koala.
+
 
 To run local inference, you need to download the models first, for instance you can find `ggml` compatible models in [huggingface.com](https://huggingface.co/models?search=ggml) (for example vicuna, alpaca and koala).
 
@@ -300,10 +301,10 @@ To start the API server, follow the instruction in [LocalAI](https://github.com/
 
 ### Run k8sgpt
 
-To run k8sgpt, run `k8sgpt auth` with the `localai` backend:
+To run k8sgpt, run `k8sgpt auth add` with the `localai` backend:
 
 ```
-k8sgpt auth --backend localai --model <model_name> --baseurl http://localhost:8080/v1
+k8sgpt auth add --backend localai --model <model_name> --baseurl http://localhost:8080/v1 --temperature 0.7
 ```
 
 Now you can analyze with the `localai` backend:
@@ -312,13 +313,90 @@ Now you can analyze with the `localai` backend:
 k8sgpt analyze --explain --backend localai
 ```
 
-</details>  
+</details>
 
-## How does anonymization work?
+<details>
+<summary> AzureOpenAI provider </summary>
+
+<em>Prerequisites:</em> an Azure OpenAI deployment is needed, please visit MS official [documentation](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal#create-a-resource) to create your own.
+
+To authenticate with k8sgpt, you will need the Azure OpenAI endpoint of your tenant `"https://your Azure OpenAI Endpoint"`, the api key to access your deployment, the deployment name of your model and the model name itself.
+
+
+To run k8sgpt, run `k8sgpt auth` with the `azureopenai` backend:
+```
+k8sgpt auth add --backend azureopenai --baseurl https://<your Azure OpenAI endpoint> --engine <deployment_name> --model <model_name>
+```
+Lastly, enter your Azure API key, after the prompt.
+
+Now you are ready to analyze with the azure openai backend:
+```
+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>
+<summary>Setting a new default AI provider</summary>
+
+There may be scenarios where you wish to have K8sGPT plugged into several default AI providers. In this case you may wish to use one as a new default, other than OpenAI which is the project default.
+
+_To view available providers_
+
+```
+k8sgpt auth list
+Default:
+> openai
+Active:
+> openai
+> azureopenai
+Unused:
+> localai
+> noopai
+
+```
+
+
+_To set a new default provider_
+
+```
+k8sgpt auth default -p azureopenai
+Default provider set to azureopenai
+```
+
+
+</details>
+
+
+<details>
 
 With this option, the data is anonymized before being sent to the AI Backend. During the analysis execution, `k8sgpt` retrieves sensitive data (Kubernetes object names, labels, etc.). This data is masked when sent to the AI backend and replaced by a key that can be used to de-anonymize the data when the solution is returned to the user.
 
-<details>
+
+<summary> Anonymization </summary>
 
 1. Error reported during analysis:
 ```bash
@@ -340,23 +418,104 @@ 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 is the list of analysers in which data is **being masked**:-
+
+  - Statefulset
+  - Service
+  - PodDisruptionBudget
+  - Node
+  - NetworkPolicy
+  - Ingress
+  - HPA
+  - Deployment
+  - Cronjob
+
+- The following is 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 is 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>
 
-## Configuration
-
 <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:
 | OS      | Path                                             |
-|---------|--------------------------------------------------|
+| ------- | ------------------------------------------------ |
 | MacOS   | ~/Library/Application Support/k8sgpt/k8sgpt.yaml |
 | Linux   | ~/.config/k8sgpt/k8sgpt.yaml                     |
 | Windows | %LOCALAPPDATA%/k8sgpt/k8sgpt.yaml                |
 </details>
 
+<details>
+There may be scenarios where caching remotely is preferred.
+In these scenarios K8sGPT supports AWS S3 Integration.
+
+<summary> Remote caching </summary>
+
+ _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>
+```
+
+_Listing cache items_
+```
+k8sgpt cache list
+```
+
+_Removing the remote cache_
+Note: this will not delete the bucket
+```
+k8sgpt cache remove --bucket <name>
+```
+</details>
+
+
+## Documentation
+
+Find our official documentation available [here](https://docs.k8sgpt.ai)
+
+
 ## Contributing
 
 Please read our [contributing guide](./CONTRIBUTING.md).

SECURITY.md

@@ -8,4 +8,4 @@ For example if there is a vulnerability in release `0.1.0` we will fix that rele
 
 ## Reporting a Vulnerability
 
-If you are aware of a vulnverability please feel free to disclose it responsibly to contact@k8sgpt.ai or to one of our maintainers in our Slack community.
+If you are aware of a vulnerability please feel free to disclose it responsibly to contact@k8sgpt.ai or to one of our maintainers in our Slack community.

charts/k8sgpt/Chart.yaml

@@ -1,5 +1,5 @@
 apiVersion: v2
-appVersion: v0.2.4 #x-release-please-version
+appVersion: v0.3.0 #x-release-please-version
 description: A Helm chart for K8SGPT
 name: k8sgpt
 type: application

charts/k8sgpt/templates/deployment.yaml

@@ -21,7 +21,7 @@ spec:
         app.kubernetes.io/name: {{ include "k8sgpt.name" . }}
         app.kubernetes.io/instance: {{ .Release.Name }}
     spec:
-      serviceAccountName: k8sgpt
+      serviceAccountName: {{ template "k8sgpt.fullname" . }}
       containers:
       - name: k8sgpt-container
         imagePullPolicy: {{ .Values.deployment.imagePullPolicy }}
@@ -45,3 +45,13 @@ spec:
               name: ai-backend-secret
               key: secret-key
         {{- end }}
+        - name: XDG_CONFIG_HOME
+          value: /k8sgpt-config/
+        - name: XDG_CACHE_HOME
+          value: /k8sgpt-config/
+        volumeMounts:
+        - mountPath: /k8sgpt-config
+          name: config
+      volumes:
+      - emptyDir: {}
+        name: config

charts/k8sgpt/templates/rolebinding.yaml

@@ -11,5 +11,5 @@ subjects:
   namespace: {{ .Release.Namespace | quote }}
 roleRef:
   kind: ClusterRole
-  name: k8sgpt-cluster-role-all
+  name: {{ template "k8sgpt.fullname" . }}
   apiGroup: rbac.authorization.k8s.io

charts/k8sgpt/templates/service.yaml

@@ -16,4 +16,7 @@ spec:
     - name: http
       port: 8080
       targetPort: 8080
+    - name: metrics
+      port: 8081
+      targetPort: 8081
   type: {{ .Values.service.type }}

charts/k8sgpt/templates/serviceMonitor.yaml

@@ -13,7 +13,7 @@ spec:
   endpoints:
   - honorLabels: true
     path: /metrics
-    port: http
+    port: metrics
   selector:
     matchLabels:
       app.kubernetes.io/name: {{ include "k8sgpt.name" . }}

cmd/analyze/analyze.go

@@ -32,6 +32,7 @@ var (
 	namespace      string
 	anonymize      bool
 	maxConcurrency int
+	withDoc        bool
 )
 
 // AnalyzeCmd represents the problems command
@@ -45,7 +46,7 @@ var AnalyzeCmd = &cobra.Command{
 
 		// AnalysisResult configuration
 		config, err := analysis.NewAnalysis(backend,
-			language, filters, namespace, nocache, explain, maxConcurrency)
+			language, filters, namespace, nocache, explain, maxConcurrency, withDoc)
 		if err != nil {
 			color.Red("Error: %v", err)
 			os.Exit(1)
@@ -91,4 +92,6 @@ func init() {
 	AnalyzeCmd.Flags().StringVarP(&language, "language", "l", "english", "Languages to use for AI (e.g. 'English', 'Spanish', 'French', 'German', 'Italian', 'Portuguese', 'Dutch', 'Russian', 'Chinese', 'Japanese', 'Korean')")
 	// add max concurrency
 	AnalyzeCmd.Flags().IntVarP(&maxConcurrency, "max-concurrency", "m", 10, "Maximum number of concurrent requests to the Kubernetes API server")
+	// kubernetes doc flag
+	AnalyzeCmd.Flags().BoolVarP(&withDoc, "with-doc", "d", false, "Give me the official documentation of the involved field")
 }

cmd/auth/add.go

@@ -0,0 +1,143 @@
+/*
+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 auth
+
+import (
+	"fmt"
+	"os"
+	"strings"
+	"syscall"
+
+	"github.com/fatih/color"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
+	"github.com/spf13/cobra"
+	"github.com/spf13/viper"
+	"golang.org/x/term"
+)
+
+const (
+	defaultBackend = "openai"
+	defaultModel   = "gpt-3.5-turbo"
+)
+
+var addCmd = &cobra.Command{
+	Use:   "add",
+	Short: "Add new provider",
+	Long:  "The add command allows to configure a new backend AI provider",
+	PreRun: func(cmd *cobra.Command, args []string) {
+		backend, _ := cmd.Flags().GetString("backend")
+		if strings.ToLower(backend) == "azureopenai" {
+			_ = cmd.MarkFlagRequired("engine")
+			_ = cmd.MarkFlagRequired("baseurl")
+		}
+	},
+	Run: func(cmd *cobra.Command, args []string) {
+
+		// get ai configuration
+		err := viper.UnmarshalKey("ai", &configAI)
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+
+		// search for provider with same name
+		providerIndex := -1
+		for i, provider := range configAI.Providers {
+			if backend == provider.Name {
+				providerIndex = i
+				break
+			}
+		}
+
+		validBackend := func(validBackends []string, backend string) bool {
+			for _, b := range validBackends {
+				if b == backend {
+					return true
+				}
+			}
+			return false
+		}
+
+		// check if backend is not empty and a valid value
+		if backend == "" {
+			color.Yellow(fmt.Sprintf("Warning: backend input is empty, will use the default value: %s", defaultBackend))
+			backend = defaultBackend
+		} else {
+			if !validBackend(ai.Backends, backend) {
+				color.Red("Error: Backend AI accepted values are '%v'", strings.Join(ai.Backends, ", "))
+				os.Exit(1)
+			}
+		}
+
+		// check if model is not empty
+		if model == "" {
+			model = defaultModel
+			color.Yellow(fmt.Sprintf("Warning: model input is empty, will use the default value: %s", defaultModel))
+		}
+		if temperature > 1.0 || temperature < 0.0 {
+			color.Red("Error: temperature ranges from 0 to 1.")
+			os.Exit(1)
+		}
+
+		if ai.NeedPassword(backend) && password == "" {
+			fmt.Printf("Enter %s Key: ", backend)
+			bytePassword, err := term.ReadPassword(int(syscall.Stdin))
+			if err != nil {
+				color.Red("Error reading %s Key from stdin: %s", backend,
+					err.Error())
+				os.Exit(1)
+			}
+			password = strings.TrimSpace(string(bytePassword))
+		}
+
+		// create new provider object
+		newProvider := ai.AIProvider{
+			Name:        backend,
+			Model:       model,
+			Password:    password,
+			BaseURL:     baseURL,
+			Engine:      engine,
+			Temperature: temperature,
+		}
+
+		if providerIndex == -1 {
+			// provider with same name does not exist, add new provider to list
+			configAI.Providers = append(configAI.Providers, newProvider)
+			viper.Set("ai", configAI)
+			if err := viper.WriteConfig(); err != nil {
+				color.Red("Error writing config file: %s", err.Error())
+				os.Exit(1)
+			}
+			color.Green("%s added to the AI backend provider list", backend)
+		} else {
+			// provider with same name exists, update provider info
+			color.Yellow("Provider with same name already exists.")
+		}
+	},
+}
+
+func init() {
+	// add flag for backend
+	addCmd.Flags().StringVarP(&backend, "backend", "b", defaultBackend, "Backend AI provider")
+	// add flag for model
+	addCmd.Flags().StringVarP(&model, "model", "m", defaultModel, "Backend AI model")
+	// add flag for password
+	addCmd.Flags().StringVarP(&password, "password", "p", "", "Backend AI password")
+	// add flag for url
+	addCmd.Flags().StringVarP(&baseURL, "baseurl", "u", "", "URL AI provider, (e.g `http://localhost:8080/v1`)")
+	// add flag for temperature
+	addCmd.Flags().Float32VarP(&temperature, "temperature", "t", 0.7, "The sampling temperature, value ranges between 0 ( output be more deterministic) and 1 (more random)")
+	// add flag for azure open ai engine/deployment name
+	addCmd.Flags().StringVarP(&engine, "engine", "e", "", "Azure AI deployment name")
+}

cmd/auth/auth.go

@@ -14,127 +14,43 @@ limitations under the License.
 package auth
 
 import (
-	"fmt"
-	"os"
-	"strings"
-	"syscall"
-
-	"github.com/fatih/color"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
 	"github.com/spf13/cobra"
-	"github.com/spf13/viper"
-	"golang.org/x/term"
 )
 
 var (
-	backend  string
-	password string
-	baseURL  string
-	model    string
-	engine   string
+	backend     string
+	password    string
+	baseURL     string
+	model       string
+	engine      string
+	temperature float32
 )
 
+var configAI ai.AIConfiguration
+
 // authCmd represents the auth command
 var AuthCmd = &cobra.Command{
 	Use:   "auth",
 	Short: "Authenticate with your chosen backend",
 	Long:  `Provide the necessary credentials to authenticate with your chosen backend.`,
-	PreRun: func(cmd *cobra.Command, args []string) {
-		backend, _ := cmd.Flags().GetString("backend")
-		if strings.ToLower(backend) == "azureopenai" {
-			cmd.MarkFlagRequired("engine")
-			cmd.MarkFlagRequired("baseurl")
-		}
-	},
 	Run: func(cmd *cobra.Command, args []string) {
-
-		// get ai configuration
-		var configAI ai.AIConfiguration
-		err := viper.UnmarshalKey("ai", &configAI)
-		if err != nil {
-			color.Red("Error: %v", err)
-			os.Exit(1)
+		if len(args) == 0 {
+			_ = cmd.Help()
+			return
 		}
-
-		// search for provider with same name
-		providerIndex := -1
-		for i, provider := range configAI.Providers {
-			if backend == provider.Name {
-				providerIndex = i
-				break
-			}
-		}
-
-		validBackend := func(validBackends []string, backend string) bool {
-			for _, b := range validBackends {
-				if b == backend {
-					return true
-				}
-			}
-			return false
-		}
-
-		// check if backend is not empty and a valid value
-		if backend == "" || !validBackend(ai.Backends, backend) {
-			color.Red("Error: Backend AI cannot be empty and accepted values are '%v'", strings.Join(ai.Backends, ", "))
-			os.Exit(1)
-		}
-
-		color.Green("Using %s as backend AI provider", backend)
-
-		// check if model is not empty
-		if model == "" {
-			color.Red("Error: Model cannot be empty.")
-			os.Exit(1)
-		}
-
-		if ai.NeedPassword(backend) && password == "" {
-			fmt.Printf("Enter %s Key: ", backend)
-			bytePassword, err := term.ReadPassword(int(syscall.Stdin))
-			if err != nil {
-				color.Red("Error reading %s Key from stdin: %s", backend,
-					err.Error())
-				os.Exit(1)
-			}
-			password = strings.TrimSpace(string(bytePassword))
-		}
-
-		// create new provider object
-		newProvider := ai.AIProvider{
-			Name:     backend,
-			Model:    model,
-			Password: password,
-			BaseURL:  baseURL,
-			Engine:   engine,
-		}
-
-		if providerIndex == -1 {
-			// provider with same name does not exist, add new provider to list
-			configAI.Providers = append(configAI.Providers, newProvider)
-			color.Green("New provider added")
-		} else {
-			// provider with same name exists, update provider info
-			configAI.Providers[providerIndex] = newProvider
-			color.Green("Provider updated")
-		}
-		viper.Set("ai", configAI)
-		if err := viper.WriteConfig(); err != nil {
-			color.Red("Error writing config file: %s", err.Error())
-			os.Exit(1)
-		}
-		color.Green("key added")
 	},
 }
 
 func init() {
-	// add flag for backend
-	AuthCmd.Flags().StringVarP(&backend, "backend", "b", "openai", "Backend AI provider")
-	// add flag for model
-	AuthCmd.Flags().StringVarP(&model, "model", "m", "gpt-3.5-turbo", "Backend AI model")
-	// add flag for password
-	AuthCmd.Flags().StringVarP(&password, "password", "p", "", "Backend AI password")
-	// add flag for url
-	AuthCmd.Flags().StringVarP(&baseURL, "baseurl", "u", "", "URL AI provider, (e.g `http://localhost:8080/v1`)")
-	// add flag for azure open ai engine/deployment name
-	AuthCmd.Flags().StringVarP(&engine, "engine", "e", "", "Azure AI deployment name")
+	// add subcommand to list backends
+	AuthCmd.AddCommand(listCmd)
+	// add subcommand to create new backend provider
+	AuthCmd.AddCommand(addCmd)
+	// add subcommand to remove new backend provider
+	AuthCmd.AddCommand(removeCmd)
+	// add subcommand to set default backend provider
+	AuthCmd.AddCommand(defaultCmd)
+	// add subcommand to update backend provider
+	AuthCmd.AddCommand(updateCmd)
 }

cmd/auth/default.go

@@ -0,0 +1,79 @@
+/*
+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 auth
+
+import (
+	"os"
+	"strings"
+
+	"github.com/fatih/color"
+	"github.com/spf13/cobra"
+	"github.com/spf13/viper"
+)
+
+var (
+	providerName string
+)
+
+var defaultCmd = &cobra.Command{
+	Use:   "default",
+	Short: "Set your default AI backend provider",
+	Long:  "The command to set your new default AI backend provider (default is openai)",
+	Run: func(cmd *cobra.Command, args []string) {
+		err := viper.UnmarshalKey("ai", &configAI)
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+		if providerName == "" {
+			if configAI.DefaultProvider != "" {
+				color.Yellow("Your default provider is %s", configAI.DefaultProvider)
+			} else {
+				color.Yellow("Your default provider is openai")
+			}
+			os.Exit(0)
+		}
+		// lowercase the provider name
+		providerName = strings.ToLower(providerName)
+
+		// Check if the provider is in the provider list
+		providerExists := false
+		for _, provider := range configAI.Providers {
+			if provider.Name == providerName {
+				providerExists = true
+			}
+		}
+		if !providerExists {
+			color.Red("Error: Provider %s does not exist", providerName)
+			os.Exit(1)
+		}
+		// Set the default provider
+		configAI.DefaultProvider = providerName
+
+		viper.Set("ai", configAI)
+		// Viper write config
+		err = viper.WriteConfig()
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+		// Print acknowledgement
+		color.Green("Default provider set to %s", providerName)
+	},
+}
+
+func init() {
+	// provider name flag
+	defaultCmd.Flags().StringVarP(&providerName, "provider", "p", "", "The name of the provider to set as default")
+}

cmd/auth/list.go

@@ -0,0 +1,104 @@
+/*
+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 auth
+
+import (
+	"fmt"
+	"os"
+
+	"github.com/fatih/color"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
+	"github.com/spf13/cobra"
+	"github.com/spf13/viper"
+)
+
+var details bool
+var userInput string
+
+var listCmd = &cobra.Command{
+	Use:   "list",
+	Short: "List configured providers",
+	Long:  "The list command displays a list of configured providers",
+	Run: func(cmd *cobra.Command, args []string) {
+
+		// get ai configuration
+		err := viper.UnmarshalKey("ai", &configAI)
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+
+		if details {
+			fmt.Println("Show password ? (y/n)")
+			fmt.Scan(&userInput)
+		}
+
+		// Print the default if it is set
+		fmt.Print(color.YellowString("Default: \n"))
+		if configAI.DefaultProvider != "" {
+			fmt.Printf("> %s\n", color.BlueString(configAI.DefaultProvider))
+		} else {
+			fmt.Printf("> %s\n", color.BlueString("openai"))
+		}
+
+		// Get list of all AI Backends and only print them if they are not in the provider list
+		fmt.Print(color.YellowString("Active: \n"))
+		for _, aiBackend := range ai.Backends {
+			providerExists := false
+			for _, provider := range configAI.Providers {
+				if provider.Name == aiBackend {
+					providerExists = true
+				}
+			}
+			if providerExists {
+				fmt.Printf("> %s\n", color.GreenString(aiBackend))
+				if details {
+					for _, provider := range configAI.Providers {
+						if provider.Name == aiBackend {
+							printDetails(provider, userInput)
+						}
+					}
+				}
+			}
+		}
+		fmt.Print(color.YellowString("Unused: \n"))
+		for _, aiBackend := range ai.Backends {
+			providerExists := false
+			for _, provider := range configAI.Providers {
+				if provider.Name == aiBackend {
+					providerExists = true
+				}
+			}
+			if !providerExists {
+				fmt.Printf("> %s\n", color.RedString(aiBackend))
+			}
+		}
+	},
+}
+
+func init() {
+	listCmd.Flags().BoolVar(&details, "details", false, "Print active provider configuration details")
+}
+
+func printDetails(provider ai.AIProvider, userInput string) {
+	if provider.Model != "" {
+		fmt.Printf("   - Model: %s\n", provider.Model)
+	}
+	if provider.Engine != "" {
+		fmt.Printf("   - Engine: %s\n", provider.Engine)
+	}
+	if provider.BaseURL != "" {
+		fmt.Printf("   - BaseURL: %s\n", provider.BaseURL)
+	}
+}

cmd/auth/remove.go

@@ -0,0 +1,69 @@
+/*
+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 auth
+
+import (
+	"os"
+	"strings"
+
+	"github.com/fatih/color"
+	"github.com/spf13/cobra"
+	"github.com/spf13/viper"
+)
+
+var removeCmd = &cobra.Command{
+	Use:   "remove [backend(s)]",
+	Short: "Remove a provider",
+	Long:  "The command to remove an AI backend provider",
+	Args:  cobra.ExactArgs(1),
+	Run: func(cmd *cobra.Command, args []string) {
+		inputBackends := strings.Split(args[0], ",")
+		err := viper.UnmarshalKey("ai", &configAI)
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+
+		if len(inputBackends) == 0 {
+			color.Red("Error: backend must be set.")
+			os.Exit(1)
+		}
+
+		for _, b := range inputBackends {
+			foundBackend := false
+			for i, provider := range configAI.Providers {
+				if b == provider.Name {
+					foundBackend = true
+					configAI.Providers = append(configAI.Providers[:i], configAI.Providers[i+1:]...)
+					if configAI.DefaultProvider == b {
+						configAI.DefaultProvider = "openai"
+					}
+					color.Green("%s deleted from the AI backend provider list", b)
+					break
+				}
+			}
+			if !foundBackend {
+				color.Red("Error: %s does not exist in configuration file. Please use k8sgpt auth new.", backend)
+				os.Exit(1)
+			}
+
+		}
+		viper.Set("ai", configAI)
+		if err := viper.WriteConfig(); err != nil {
+			color.Red("Error writing config file: %s", err.Error())
+			os.Exit(1)
+		}
+
+	},
+}

cmd/auth/update.go

@@ -0,0 +1,113 @@
+/*
+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 auth
+
+import (
+	"os"
+	"strings"
+
+	"github.com/fatih/color"
+	"github.com/spf13/cobra"
+	"github.com/spf13/viper"
+)
+
+var updateCmd = &cobra.Command{
+	Use:   "update",
+	Short: "Update a backend provider",
+	Long:  "The command to update an AI backend provider",
+	Args:  cobra.ExactArgs(1),
+	PreRun: func(cmd *cobra.Command, args []string) {
+		backend, _ := cmd.Flags().GetString("backend")
+		if strings.ToLower(backend) == "azureopenai" {
+			_ = cmd.MarkFlagRequired("engine")
+			_ = cmd.MarkFlagRequired("baseurl")
+		}
+	},
+	Run: func(cmd *cobra.Command, args []string) {
+
+		// get ai configuration
+		err := viper.UnmarshalKey("ai", &configAI)
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+
+		inputBackends := strings.Split(args[0], ",")
+
+		if len(inputBackends) == 0 {
+			color.Red("Error: backend must be set.")
+			os.Exit(1)
+		}
+		if temperature > 1.0 || temperature < 0.0 {
+			color.Red("Error: temperature ranges from 0 to 1.")
+			os.Exit(1)
+		}
+
+		for _, b := range inputBackends {
+			foundBackend := false
+			for i, provider := range configAI.Providers {
+				if b == provider.Name {
+					foundBackend = true
+					if backend != "" {
+						configAI.Providers[i].Name = backend
+						color.Blue("Backend name updated successfully")
+					}
+					if model != "" {
+						configAI.Providers[i].Model = model
+						color.Blue("Model updated successfully")
+					}
+					if password != "" {
+						configAI.Providers[i].Password = password
+						color.Blue("Password updated successfully")
+					}
+					if baseURL != "" {
+						configAI.Providers[i].BaseURL = baseURL
+						color.Blue("Base URL updated successfully")
+					}
+					if engine != "" {
+						configAI.Providers[i].Engine = engine
+					}
+					configAI.Providers[i].Temperature = temperature
+					color.Green("%s updated in the AI backend provider list", b)
+				}
+			}
+			if !foundBackend {
+				color.Red("Error: %s does not exist in configuration file. Please use k8sgpt auth new.", args[0])
+				os.Exit(1)
+			}
+
+		}
+
+		viper.Set("ai", configAI)
+		if err := viper.WriteConfig(); err != nil {
+			color.Red("Error writing config file: %s", err.Error())
+			os.Exit(1)
+		}
+	},
+}
+
+func init() {
+	// update flag for backend
+	updateCmd.Flags().StringVarP(&backend, "backend", "b", "", "Update backend AI provider")
+	// update flag for model
+	updateCmd.Flags().StringVarP(&model, "model", "m", "", "Update backend AI model")
+	// update flag for password
+	updateCmd.Flags().StringVarP(&password, "password", "p", "", "Update backend AI password")
+	// update flag for url
+	updateCmd.Flags().StringVarP(&baseURL, "baseurl", "u", "", "Update URL AI provider, (e.g `http://localhost:8080/v1`)")
+	// add flag for temperature
+	updateCmd.Flags().Float32VarP(&temperature, "temperature", "t", 0.7, "The sampling temperature, value ranges between 0 ( output be more deterministic) and 1 (more random)")
+	// update flag for azure open ai engine/deployment name
+	updateCmd.Flags().StringVarP(&engine, "engine", "e", "", "Update Azure AI deployment name")
+}

cmd/cache/add.go

@@ -0,0 +1,54 @@
+/*
+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 cache
+
+import (
+	"fmt"
+	"os"
+
+	"github.com/fatih/color"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
+	"github.com/spf13/cobra"
+)
+
+var (
+	region string
+)
+
+// addCmd represents the add command
+var addCmd = &cobra.Command{
+	Use:   "add",
+	Short: "Add a remote cache",
+	Long: `This command allows you to add a remote cache to store the results of an analysis.
+	The supported cache types are:
+	- S3`,
+	Run: func(cmd *cobra.Command, args []string) {
+		fmt.Println(color.YellowString("Adding remote S3 based cache"))
+		err := cache.AddRemoteCache(bucketname, region)
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+	},
+}
+
+func init() {
+	CacheCmd.AddCommand(addCmd)
+	addCmd.Flags().StringVarP(&region, "region", "r", "", "The region to use for the cache")
+	addCmd.Flags().StringVarP(&bucketname, "bucket", "b", "", "The name of the bucket to use for the cache")
+	addCmd.MarkFlagRequired("bucket")
+	addCmd.MarkFlagRequired("region")
+
+}

cmd/cache/cache.go

@@ -0,0 +1,36 @@
+/*
+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 cache
+
+import (
+	"github.com/spf13/cobra"
+)
+
+var (
+	bucketname string
+)
+
+// cacheCmd represents the cache command
+var CacheCmd = &cobra.Command{
+	Use:   "cache",
+	Short: "For working with the cache the results of an analysis",
+	Long:  `Cache commands allow you to add a remote cache, list the contents of the cache, and remove items from the cache.`,
+	Run: func(cmd *cobra.Command, args []string) {
+		cmd.Help()
+	},
+}
+
+func init() {
+}

cmd/cache/list.go

@@ -0,0 +1,55 @@
+/*
+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 cache
+
+import (
+	"os"
+
+	"github.com/fatih/color"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
+	"github.com/spf13/cobra"
+)
+
+// listCmd represents the list command
+var listCmd = &cobra.Command{
+	Use:   "list",
+	Short: "List the contents of the cache",
+	Long:  `This command allows you to list the contents of the cache.`,
+	Run: func(cmd *cobra.Command, args []string) {
+
+		// load remote cache if it is configured
+		remoteCacheEnabled, err := cache.RemoteCacheEnabled()
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+		c := cache.New(false, remoteCacheEnabled)
+		// list the contents of the cache
+		names, err := c.List()
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+
+		for _, name := range names {
+			println(name)
+		}
+	},
+}
+
+func init() {
+	CacheCmd.AddCommand(listCmd)
+
+}

cmd/cache/remove.go

@@ -0,0 +1,43 @@
+/*
+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 cache
+
+import (
+	"os"
+
+	"github.com/fatih/color"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
+	"github.com/spf13/cobra"
+)
+
+// removeCmd represents the remove command
+var removeCmd = &cobra.Command{
+	Use:   "remove",
+	Short: "Remove the remote cache",
+	Long:  `This command allows you to remove the remote cache and use the default filecache.`,
+	Run: func(cmd *cobra.Command, args []string) {
+
+		err := cache.RemoveRemoteCache(bucketname)
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+		color.Green("Successfully removed the remote cache")
+	},
+}
+
+func init() {
+	CacheCmd.AddCommand(removeCmd)
+}

cmd/filters/filters.go

@@ -25,7 +25,7 @@ var FiltersCmd = &cobra.Command{
 	You can list available filters to analyze resources.`,
 	Run: func(cmd *cobra.Command, args []string) {
 		if len(args) == 0 {
-			cmd.Help()
+			_ = cmd.Help()
 			return
 		}
 	},

cmd/filters/list.go

@@ -18,6 +18,7 @@ import (
 
 	"github.com/fatih/color"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/analyzer"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/integration"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
@@ -30,27 +31,33 @@ var listCmd = &cobra.Command{
 	Run: func(cmd *cobra.Command, args []string) {
 		activeFilters := viper.GetStringSlice("active_filters")
 		coreFilters, additionalFilters, integrationFilters := analyzer.ListFilters()
-
+		integration := integration.NewIntegration()
 		availableFilters := append(append(coreFilters, additionalFilters...), integrationFilters...)
 
 		if len(activeFilters) == 0 {
 			activeFilters = coreFilters
 		}
 		inactiveFilters := util.SliceDiff(availableFilters, activeFilters)
-		fmt.Printf(color.YellowString("Active: \n"))
+		fmt.Print(color.YellowString("Active: \n"))
 		for _, filter := range activeFilters {
 
 			// if the filter is an integration, mark this differently
+			// but if the integration is inactive, remove
 			if util.SliceContainsString(integrationFilters, filter) {
 				fmt.Printf("> %s\n", color.BlueString("%s (integration)", filter))
 			} else {
-				fmt.Printf("> %s\n", color.GreenString(filter))
+				// This strange bit of logic will loop through every integration via
+				// OwnsAnalyzer subcommand to check the filter and as the integrationFilters...
+				// was no match, we know this isn't part of an active integration
+				if _, err := integration.AnalyzerByIntegration(filter); err != nil {
+					fmt.Printf("> %s\n", color.GreenString(filter))
+				}
 			}
 		}
 
 		// display inactive filters
 		if len(inactiveFilters) != 0 {
-			fmt.Printf(color.YellowString("Unused: \n"))
+			fmt.Print(color.YellowString("Unused: \n"))
 			for _, filter := range inactiveFilters {
 				// if the filter is an integration, mark this differently
 				if util.SliceContainsString(integrationFilters, filter) {

cmd/integration/activate.go

@@ -15,8 +15,14 @@ package integration
 
 import (
 	"github.com/fatih/color"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/analyzer"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/integration"
 	"github.com/spf13/cobra"
+	"github.com/spf13/viper"
+)
+
+var (
+	skipInstall bool
 )
 
 // activateCmd represents the activate command
@@ -27,10 +33,17 @@ var activateCmd = &cobra.Command{
 	Args:  cobra.ExactArgs(1),
 	Run: func(cmd *cobra.Command, args []string) {
 		integrationName := args[0]
+		coreFilters, _, _ := analyzer.ListFilters()
+
+		// Update filters
+		activeFilters := viper.GetStringSlice("active_filters")
+		if len(activeFilters) == 0 {
+			activeFilters = coreFilters
+		}
 
 		integration := integration.NewIntegration()
 		// Check if the integation exists
-		err := integration.Activate(integrationName, namespace)
+		err := integration.Activate(integrationName, namespace, activeFilters, skipInstall)
 		if err != nil {
 			color.Red("Error: %v", err)
 			return
@@ -42,5 +55,6 @@ var activateCmd = &cobra.Command{
 
 func init() {
 	IntegrationCmd.AddCommand(activateCmd)
+	activateCmd.Flags().BoolVarP(&skipInstall, "no-install", "s", false, "Only activate the integration filter without installing the filter (for example, if that filter plugin is already deployed in cluster, we do not need to re-install it again)")
 
 }

cmd/integration/integration.go

@@ -25,14 +25,14 @@ var (
 var IntegrationCmd = &cobra.Command{
 	Use:     "integration",
 	Aliases: []string{"integrations"},
-	Short:   "Intergrate another tool into K8sGPT",
-	Long: `Intergrate another tool into K8sGPT. For example:
+	Short:   "Integrate another tool into K8sGPT",
+	Long: `Integrate another tool into K8sGPT. For example:
 	
 	k8sgpt integration activate trivy
 	
 	This would allow you to deploy trivy into your cluster and use a K8sGPT analyzer to parse trivy results.`,
 	Run: func(cmd *cobra.Command, args []string) {
-		cmd.Help()
+		_ = cmd.Help()
 	},
 }
 

cmd/root.go

@@ -14,12 +14,14 @@ limitations under the License.
 package cmd
 
 import (
+	"fmt"
 	"os"
 	"path/filepath"
 
 	"github.com/adrg/xdg"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/analyze"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/auth"
+	"github.com/k8sgpt-ai/k8sgpt/cmd/cache"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/filters"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/generate"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/integration"
@@ -33,7 +35,9 @@ var (
 	cfgFile     string
 	kubecontext string
 	kubeconfig  string
-	version     string
+	Version     string
+	Commit      string
+	Date        string
 )
 
 // rootCmd represents the base command when called without any subcommands
@@ -48,8 +52,10 @@ var rootCmd = &cobra.Command{
 
 // Execute adds all child commands to the root command and sets flags appropriately.
 // This is called by main.main(). It only needs to happen once to the rootCmd.
-func Execute(v string) {
-	version = v
+func Execute(v string, c string, d string) {
+	Version = v
+	Commit = c
+	Date = d
 	err := rootCmd.Execute()
 	if err != nil {
 		os.Exit(1)
@@ -67,7 +73,8 @@ func init() {
 	rootCmd.AddCommand(generate.GenerateCmd)
 	rootCmd.AddCommand(integration.IntegrationCmd)
 	rootCmd.AddCommand(serve.ServeCmd)
-	rootCmd.PersistentFlags().StringVar(&cfgFile, "config", "", "config file (default is $HOME/.k8sgpt.yaml)")
+	rootCmd.AddCommand(cache.CacheCmd)
+	rootCmd.PersistentFlags().StringVar(&cfgFile, "config", "", fmt.Sprintf("Default config file (%s/k8sgpt/k8sgpt.yaml)", xdg.ConfigHome))
 	rootCmd.PersistentFlags().StringVar(&kubecontext, "kubecontext", "", "Kubernetes context to use. Only required if out-of-cluster.")
 	rootCmd.PersistentFlags().StringVar(&kubeconfig, "kubeconfig", "", "Path to a kubeconfig. Only required if out-of-cluster.")
 }
@@ -85,7 +92,7 @@ func initConfig() {
 		viper.SetConfigType("yaml")
 		viper.SetConfigName("k8sgpt")
 
-		viper.SafeWriteConfig()
+		_ = viper.SafeWriteConfig()
 	}
 
 	viper.Set("kubecontext", kubecontext)
@@ -96,6 +103,7 @@ func initConfig() {
 
 	// If a config file is found, read it in.
 	if err := viper.ReadInConfig(); err == nil {
+		_ = 1
 		//	fmt.Fprintln(os.Stderr, "Using config file:", viper.ConfigFileUsed())
 	}
 }

cmd/serve/serve.go

@@ -15,17 +15,24 @@ package serve
 
 import (
 	"os"
+	"strconv"
 
 	"github.com/fatih/color"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
 	k8sgptserver "github.com/k8sgpt-ai/k8sgpt/pkg/server"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
+	"go.uber.org/zap"
+)
+
+const (
+	defaultTemperature float32 = 0.7
 )
 
 var (
-	port    string
-	backend string
+	port        string
+	metricsPort string
+	backend     string
 )
 
 var ServeCmd = &cobra.Command{
@@ -42,6 +49,23 @@ var ServeCmd = &cobra.Command{
 		}
 		var aiProvider *ai.AIProvider
 		if len(configAI.Providers) == 0 {
+			// we validate and set temperature for our backend
+			temperature := func() float32 {
+				env := os.Getenv("K8SGPT_TEMPERATURE")
+				if env == "" {
+					return defaultTemperature
+				}
+				temperature, err := strconv.ParseFloat(env, 32)
+				if err != nil {
+					color.Red("Unable to convert Temperature value: %v", err)
+					os.Exit(1)
+				}
+				if temperature > 1.0 || temperature < 0.0 {
+					color.Red("Error: temperature ranges from 0 to 1.")
+					os.Exit(1)
+				}
+				return float32(temperature)
+			}
 			// Check for env injection
 			backend = os.Getenv("K8SGPT_BACKEND")
 			password := os.Getenv("K8SGPT_PASSWORD")
@@ -53,11 +77,12 @@ var ServeCmd = &cobra.Command{
 			envIsSet := backend != "" || password != "" || model != ""
 			if envIsSet {
 				aiProvider = &ai.AIProvider{
-					Name:     backend,
-					Password: password,
-					Model:    model,
-					BaseURL:  baseURL,
-					Engine:   engine,
+					Name:        backend,
+					Password:    password,
+					Model:       model,
+					BaseURL:     baseURL,
+					Engine:      engine,
+					Temperature: temperature(),
 				}
 
 				configAI.Providers = append(configAI.Providers, *aiProvider)
@@ -90,23 +115,42 @@ var ServeCmd = &cobra.Command{
 			os.Exit(1)
 		}
 
-		server := k8sgptserver.Config{
-			Backend: aiProvider.Name,
-			Port:    port,
-			Token:   aiProvider.Password,
-		}
-
-		err = server.Serve()
+		logger, err := zap.NewProduction()
 		if err != nil {
-			color.Red("Error: %v", err)
+			color.Red("failed to create logger: %v", err)
 			os.Exit(1)
 		}
-		// override the default backend if a flag is provided
+		defer logger.Sync()
+
+		server := k8sgptserver.Config{
+			Backend:     aiProvider.Name,
+			Port:        port,
+			MetricsPort: metricsPort,
+			Token:       aiProvider.Password,
+			Logger:      logger,
+		}
+		go func() {
+			if err := server.ServeMetrics(); err != nil {
+				color.Red("Error: %v", err)
+				os.Exit(1)
+			}
+		}()
+
+		go func() {
+			if err := server.Serve(); err != nil {
+				color.Red("Error: %v", err)
+				os.Exit(1)
+			}
+		}()
+
+		// Wait for both servers to exit
+		select {}
 	},
 }
 
 func init() {
 	// add flag for backend
 	ServeCmd.Flags().StringVarP(&port, "port", "p", "8080", "Port to run the server on")
+	ServeCmd.Flags().StringVarP(&metricsPort, "metrics-port", "", "8081", "Port to run the metrics-server on")
 	ServeCmd.Flags().StringVarP(&backend, "backend", "b", "openai", "Backend AI provider")
 }

cmd/version.go

@@ -14,6 +14,9 @@ limitations under the License.
 package cmd
 
 import (
+	"fmt"
+	"runtime/debug"
+
 	"github.com/spf13/cobra"
 )
 
@@ -23,7 +26,21 @@ var versionCmd = &cobra.Command{
 	Short: "Print the version number of k8sgpt",
 	Long:  `All software has versions. This is k8sgpt's`,
 	Run: func(cmd *cobra.Command, args []string) {
-		cmd.Printf("k8sgpt version %s\n", version)
+		if Version == "dev" {
+			details, ok := debug.ReadBuildInfo()
+			if ok && details.Main.Version != "" && details.Main.Version != "(devel)" {
+				Version = details.Main.Version
+				for _, i := range details.Settings {
+					if i.Key == "vcs.time" {
+						Date = i.Value
+					}
+					if i.Key == "vcs.revision" {
+						Commit = i.Value
+					}
+				}
+			}
+		}
+		fmt.Printf("k8sgpt: %s (%s), built at: %s\n", Version, Commit, Date)
 	},
 }
 

container/Dockerfile

@@ -12,7 +12,9 @@
 FROM golang:1.20.4-alpine3.16 AS builder
 
 ENV CGO_ENABLED=0
-
+ARG VERSION
+ARG COMMIT
+ARG DATE
 WORKDIR /workspace
 
 COPY go.mod go.sum ./
@@ -20,7 +22,7 @@ RUN go mod download
 
 COPY ./ ./
 
-RUN go build -o /workspace/k8sgpt ./
+RUN go build -o /workspace/k8sgpt -ldflags "-X main.version=${VERSION} -X main.commit=${COMMIT} -X main.date=${DATE}" ./ 
 
 FROM gcr.io/distroless/static AS production
 

container/dashboards/k8sgpt-dashboard.json

@@ -47,7 +47,7 @@
                     "showLineNumbers": false,
                     "showMiniMap": false
                 },
-                "content": "![K8sGPT Logo](https://k8sgpt.ai/images/logo-white.png)",
+                "content": "![K8sGPT Logo](https://k8sgpt.ai/images/logo-black.png)",
                 "mode": "markdown"
             },
             "pluginVersion": "9.4.7",

go.mod

@@ -3,51 +3,68 @@ module github.com/k8sgpt-ai/k8sgpt
 go 1.20
 
 require (
-	github.com/aquasecurity/trivy-operator v0.13.2
+	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 v1.9.2
+	github.com/mittwald/go-helm-client v0.12.3
+	github.com/sashabaranov/go-openai v1.15.4
 	github.com/schollz/progressbar/v3 v3.13.1
 	github.com/spf13/cobra v1.7.0
-	github.com/spf13/viper v1.15.0
-	github.com/stretchr/testify v1.8.2
-	golang.org/x/term v0.7.0
-	helm.sh/helm/v3 v3.11.3
-	k8s.io/api v0.26.3
-	k8s.io/apimachinery v0.26.3
-	k8s.io/client-go v0.26.3
-	k8s.io/kubectl v0.26.3
+	github.com/spf13/viper v1.16.0
+	github.com/stretchr/testify v1.8.4
+	golang.org/x/term v0.12.0
+	helm.sh/helm/v3 v3.13.0
+	k8s.io/api v0.28.2
+	k8s.io/apimachinery v0.28.2
+	k8s.io/client-go v0.28.2
+	k8s.io/kubectl v0.28.2
 
 )
 
 require github.com/adrg/xdg v0.4.0
 
 require (
-	github.com/AdaLogics/go-fuzz-headers v0.0.0-20230106234847-43070de90fa1 // indirect
+	buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.3.0-20231002095256-194bc640518b.1
+	buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.31.0-20231002095256-194bc640518b.1
+	github.com/aws/aws-sdk-go v1.45.24
+	github.com/cohere-ai/cohere-go v0.2.0
+)
+
+require (
+	github.com/Microsoft/hcsshim v0.11.0 // indirect
+	github.com/anchore/go-struct-converter v0.0.0-20221118182256-c68fdcfa2092 // indirect
+	github.com/cohere-ai/tokenizer v1.1.1 // indirect
+	github.com/dlclark/regexp2 v1.4.0 // indirect
+	github.com/google/gnostic-models v0.6.9-0.20230804172637-c7be7c783f49 // indirect
+	github.com/jmespath/go-jmespath v0.4.0 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20230711160842-782d3b101e98 // indirect
+)
+
+require (
+	github.com/AdaLogics/go-fuzz-headers v0.0.0-20230811130428-ced1acdcaa24 // indirect
 	github.com/Azure/go-ansiterm v0.0.0-20210617225240-d185dfc1b5a1 // indirect
-	github.com/BurntSushi/toml v1.2.1 // indirect
+	github.com/BurntSushi/toml v1.3.2 // indirect
 	github.com/MakeNowJust/heredoc v1.0.0 // indirect
 	github.com/Masterminds/goutils v1.1.1 // indirect
-	github.com/Masterminds/semver/v3 v3.2.0 // indirect
+	github.com/Masterminds/semver/v3 v3.2.1 // indirect
 	github.com/Masterminds/sprig/v3 v3.2.3 // indirect
-	github.com/Masterminds/squirrel v1.5.3 // indirect
-	github.com/aquasecurity/defsec v0.86.0 // indirect
-	github.com/aquasecurity/go-dep-parser v0.0.0-20230413091456-df0396537e15 // indirect
+	github.com/Masterminds/squirrel v1.5.4 // indirect
+	github.com/aquasecurity/defsec v0.89.0 // indirect
+	github.com/aquasecurity/go-dep-parser v0.0.0-20230605080024-b71d9356a6c6 // indirect
 	github.com/aquasecurity/table v1.8.0 // indirect
 	github.com/aquasecurity/tml v0.6.1 // indirect
-	github.com/aquasecurity/trivy v0.40.0 // indirect
-	github.com/aquasecurity/trivy-db v0.0.0-20230411140759-3c2ee2168575 // 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
 	github.com/cespare/xxhash/v2 v2.2.0 // indirect
 	github.com/chai2010/gettext-go v1.0.2 // indirect
-	github.com/containerd/containerd v1.7.0 // indirect
-	github.com/cyphar/filepath-securejoin v0.2.3 // indirect
+	github.com/containerd/containerd v1.7.6 // indirect
+	github.com/cyphar/filepath-securejoin v0.2.4 // indirect
 	github.com/davecgh/go-spew v1.1.1 // indirect
-	github.com/docker/cli v23.0.1+incompatible // indirect
-	github.com/docker/distribution v2.8.1+incompatible // indirect
-	github.com/docker/docker v23.0.3+incompatible // indirect
+	github.com/docker/cli v23.0.5+incompatible // indirect
+	github.com/docker/distribution v2.8.2+incompatible // indirect
+	github.com/docker/docker v23.0.5+incompatible // indirect
 	github.com/docker/docker-credential-helpers v0.7.0 // indirect
 	github.com/docker/go-connections v0.4.0 // indirect
 	github.com/docker/go-metrics v0.0.1 // indirect
@@ -67,9 +84,9 @@ require (
 	github.com/gogo/protobuf v1.3.2 // indirect
 	github.com/golang/protobuf v1.5.3 // indirect
 	github.com/google/btree v1.1.2 // indirect
-	github.com/google/gnostic v0.6.9 // indirect
+	github.com/google/gnostic v0.7.0
 	github.com/google/go-cmp v0.5.9 // indirect
-	github.com/google/go-containerregistry v0.14.0 // indirect
+	github.com/google/go-containerregistry v0.15.2 // indirect
 	github.com/google/gofuzz v1.2.0 // indirect
 	github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 // indirect
 	github.com/google/uuid v1.3.0 // indirect
@@ -85,13 +102,13 @@ require (
 	github.com/jmoiron/sqlx v1.3.5 // indirect
 	github.com/josharian/intern v1.0.0 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
-	github.com/klauspost/compress v1.16.0 // indirect
+	github.com/klauspost/compress v1.16.5 // indirect
 	github.com/lann/builder v0.0.0-20180802200727-47ae307949d0 // indirect
 	github.com/lann/ps v0.0.0-20150810152359-62de8c46ede0 // indirect
-	github.com/lib/pq v1.10.7 // indirect
+	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
@@ -103,73 +120,71 @@ require (
 	github.com/mitchellh/reflectwalk v1.0.2 // indirect
 	github.com/moby/locker v1.0.1 // indirect
 	github.com/moby/spdystream v0.2.0 // indirect
-	github.com/moby/term v0.0.0-20221205130635-1aeaba878587 // indirect
+	github.com/moby/term v0.5.0 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.2 // indirect
 	github.com/monochromegane/go-gitignore v0.0.0-20200626010858-205db1a8cc00 // indirect
 	github.com/morikuni/aec v1.0.0 // indirect
 	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
 	github.com/opencontainers/go-digest v1.0.0 // indirect
-	github.com/opencontainers/image-spec v1.1.0-rc2.0.20221020182949-4df8887994e8 // indirect
-	github.com/pelletier/go-toml/v2 v2.0.7 // indirect
+	github.com/opencontainers/image-spec v1.1.0-rc4 // indirect
+	github.com/pelletier/go-toml/v2 v2.0.8 // indirect
 	github.com/peterbourgon/diskv v2.0.1+incompatible // indirect
 	github.com/pkg/errors v0.9.1 // indirect
 	github.com/pmezard/go-difflib v1.0.0 // indirect
-	github.com/prometheus/client_golang v1.15.1
-	github.com/prometheus/client_model v0.3.0 // indirect
-	github.com/prometheus/common v0.42.0 // indirect
-	github.com/prometheus/procfs v0.9.0 // indirect
+	github.com/prometheus/client_golang v1.17.0
+	github.com/prometheus/client_model v0.4.1-0.20230718164431-9a2bf3000d16 // indirect
+	github.com/prometheus/common v0.44.0 // indirect
+	github.com/prometheus/procfs v0.11.1 // indirect
 	github.com/rivo/uniseg v0.4.4 // indirect
 	github.com/robfig/cron/v3 v3.0.1
-	github.com/rubenv/sql-migrate v1.3.1 // indirect
+	github.com/rubenv/sql-migrate v1.5.2 // indirect
 	github.com/russross/blackfriday/v2 v2.1.0 // indirect
-	github.com/samber/lo v1.37.0 // indirect
+	github.com/samber/lo v1.38.1 // indirect
 	github.com/shopspring/decimal v1.3.1 // indirect
-	github.com/sirupsen/logrus v1.9.0 // indirect
+	github.com/sirupsen/logrus v1.9.3 // indirect
 	github.com/spdx/tools-golang v0.5.0 // indirect
 	github.com/spf13/afero v1.9.5 // indirect
-	github.com/spf13/cast v1.5.0 // indirect
+	github.com/spf13/cast v1.5.1 // indirect
 	github.com/spf13/jwalterweatherman v1.1.0 // indirect
 	github.com/spf13/pflag v1.0.5 // indirect
 	github.com/subosito/gotenv v1.4.2 // indirect
 	github.com/xeipuuv/gojsonpointer v0.0.0-20190905194746-02993c407bfb // indirect
 	github.com/xeipuuv/gojsonreference v0.0.0-20180127040603-bd5ef7bd5415 // indirect
 	github.com/xeipuuv/gojsonschema v1.2.0 // indirect
-	github.com/xlab/treeprint v1.1.0 // indirect
+	github.com/xlab/treeprint v1.2.0 // indirect
 	go.opentelemetry.io/otel v1.14.0 // indirect
 	go.opentelemetry.io/otel/trace v1.14.0 // indirect
-	go.starlark.net v0.0.0-20221020143700-22309ac47eac // indirect
-	go.uber.org/atomic v1.10.0 // indirect
+	go.starlark.net v0.0.0-20230525235612-a134d8f9ddca // indirect
 	go.uber.org/multierr v1.11.0 // indirect
-	go.uber.org/zap v1.24.0
-	golang.org/x/crypto v0.7.0 // indirect
-	golang.org/x/exp v0.0.0-20230124195608-d38c7dcee874 // indirect
-	golang.org/x/net v0.9.0 // indirect
-	golang.org/x/oauth2 v0.6.0 // indirect
-	golang.org/x/sync v0.1.0 // indirect
-	golang.org/x/sys v0.7.0 // indirect
-	golang.org/x/text v0.9.0 // indirect
+	go.uber.org/zap v1.26.0
+	golang.org/x/crypto v0.11.0 // indirect
+	golang.org/x/exp v0.0.0-20230321023759-10a507213a29 // indirect
+	golang.org/x/net v0.13.0 // indirect
+	golang.org/x/oauth2 v0.10.0 // indirect
+	golang.org/x/sync v0.3.0 // indirect
+	golang.org/x/sys v0.12.0 // 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 v0.0.0-20230306155012-7f2fa6fef1f4 // indirect
-	google.golang.org/grpc v1.54.0 // indirect
-	google.golang.org/protobuf v1.30.0 // indirect
+	google.golang.org/grpc v1.58.2
+	google.golang.org/protobuf v1.31.0 // 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 v0.26.3 // indirect
-	k8s.io/apiserver v0.26.3 // indirect
-	k8s.io/cli-runtime v0.26.3 // indirect
-	k8s.io/component-base v0.26.3 // indirect
-	k8s.io/klog/v2 v2.90.1 // indirect
-	k8s.io/kube-openapi v0.0.0-20230327201221-f5883ff37f0c // indirect
-	k8s.io/utils v0.0.0-20230313181309-38a27ef9d749 // indirect
-	oras.land/oras-go v1.2.2 // indirect
+	k8s.io/apiextensions-apiserver v0.28.2 // indirect
+	k8s.io/apiserver v0.28.2 // indirect
+	k8s.io/cli-runtime v0.28.2 // indirect
+	k8s.io/component-base v0.28.2 // indirect
+	k8s.io/klog/v2 v2.100.1 // indirect
+	k8s.io/kube-openapi v0.0.0-20230717233707-2695361300d9 // indirect
+	k8s.io/utils v0.0.0-20230406110748-d93618cff8a2 // indirect
+	oras.land/oras-go v1.2.3 // indirect
 	sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd // indirect
-	sigs.k8s.io/kustomize/api v0.12.1 // indirect
-	sigs.k8s.io/kustomize/kyaml v0.13.9 // indirect
+	sigs.k8s.io/kustomize/api v0.13.5-0.20230601165947-6ce0bf390ce3 // indirect
+	sigs.k8s.io/kustomize/kyaml v0.14.3-0.20230601165947-6ce0bf390ce3 // indirect
 	sigs.k8s.io/structured-merge-diff/v4 v4.2.3 // indirect
 	sigs.k8s.io/yaml v1.3.0 // indirect
 )
@@ -177,7 +192,3 @@ require (
 // v1.2.0 is taken from github.com/open-policy-agent/opa v0.42.0
 // v1.2.0 incompatible with github.com/docker/docker v23.0.0-rc.1+incompatible
 replace oras.land/oras-go => oras.land/oras-go v1.2.3
-
-// v0.3.1-0.20230104082527-d6f58551be3f is taken from github.com/moby/buildkit v0.11.0
-// spdx logic write on v0.3.0 and incompatible with v0.3.1-0.20230104082527-d6f58551be3f
-replace github.com/spdx/tools-golang => github.com/spdx/tools-golang v0.3.0

main.go

@@ -15,8 +15,12 @@ package main
 
 import "github.com/k8sgpt-ai/k8sgpt/cmd"
 
-var version = "dev"
+var (
+	version = "dev"
+	commit  = "HEAD"
+	date    = "unknown"
+)
 
 func main() {
-	cmd.Execute(version)
+	cmd.Execute(version, commit, date)
 }

pkg/ai/azureopenai.go

@@ -16,16 +16,26 @@ import (
 )
 
 type AzureAIClient struct {
-	client   *openai.Client
-	language string
-	model    string
+	client      *openai.Client
+	language    string
+	model       string
+	temperature float32
 }
 
 func (c *AzureAIClient) Configure(config IAIConfig, lang string) error {
 	token := config.GetPassword()
 	baseURL := config.GetBaseURL()
 	engine := config.GetEngine()
-	defaultConfig := openai.DefaultAzureConfig(token, baseURL, engine)
+	defaultConfig := openai.DefaultAzureConfig(token, baseURL)
+
+	defaultConfig.AzureModelMapperFunc = func(model string) string {
+		// If you use a deployment name different from the model name, you can customize the AzureModelMapperFunc function
+		azureModelMapping := map[string]string{
+			model: engine,
+		}
+		return azureModelMapping[model]
+
+	}
 	client := openai.NewClientWithConfig(defaultConfig)
 	if client == nil {
 		return errors.New("error creating Azure OpenAI client")
@@ -33,19 +43,21 @@ func (c *AzureAIClient) Configure(config IAIConfig, lang string) error {
 	c.language = lang
 	c.client = client
 	c.model = config.GetModel()
+	c.temperature = config.GetTemperature()
 	return nil
 }
 
-func (c *AzureAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
+func (c *AzureAIClient) GetCompletion(ctx context.Context, prompt string, promptTmpl string) (string, error) {
 	// Create a completion request
 	resp, err := c.client.CreateChatCompletion(ctx, openai.ChatCompletionRequest{
 		Model: c.model,
 		Messages: []openai.ChatCompletionMessage{
 			{
-				Role:    "user",
+				Role:    openai.ChatMessageRoleUser,
 				Content: fmt.Sprintf(default_prompt, c.language, prompt),
 			},
 		},
+		Temperature: c.temperature,
 	})
 	if err != nil {
 		return "", err
@@ -53,7 +65,7 @@ func (c *AzureAIClient) GetCompletion(ctx context.Context, prompt string) (strin
 	return resp.Choices[0].Message.Content, nil
 }
 
-func (a *AzureAIClient) Parse(ctx context.Context, prompt []string, cache cache.ICache) (string, error) {
+func (a *AzureAIClient) 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)
@@ -74,7 +86,7 @@ func (a *AzureAIClient) Parse(ctx context.Context, prompt []string, cache cache.
 		}
 	}
 
-	response, err := a.GetCompletion(ctx, inputKey)
+	response, err := a.GetCompletion(ctx, inputKey, promptTmpl)
 	if err != nil {
 		return "", err
 	}

pkg/ai/cohere.go

@@ -0,0 +1,118 @@
+/*
+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
+	temperature float32
+}
+
+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()
+	c.temperature = config.GetTemperature()
+	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:         cohere.Uint(2048),
+		Temperature:       cohere.Float64(float64(c.temperature)),
+		K:                 cohere.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"
+}

pkg/ai/iai.go

@@ -25,19 +25,21 @@ var (
 		&AzureAIClient{},
 		&LocalAIClient{},
 		&NoOpAIClient{},
+		&CohereClient{},
 	}
 	Backends = []string{
 		"openai",
 		"localai",
 		"azureopenai",
 		"noopai",
+		"cohere",
 	}
 )
 
 type IAI interface {
 	Configure(config IAIConfig, language string) error
-	GetCompletion(ctx context.Context, prompt string) (string, error)
-	Parse(ctx context.Context, prompt []string, cache cache.ICache) (string, error)
+	GetCompletion(ctx context.Context, prompt string, promptTmpl string) (string, error)
+	Parse(ctx context.Context, prompt []string, cache cache.ICache, promptTmpl string) (string, error)
 	GetName() string
 }
 
@@ -46,6 +48,7 @@ type IAIConfig interface {
 	GetModel() string
 	GetBaseURL() string
 	GetEngine() string
+	GetTemperature() float32
 }
 
 func NewClient(provider string) IAI {
@@ -59,15 +62,17 @@ func NewClient(provider string) IAI {
 }
 
 type AIConfiguration struct {
-	Providers []AIProvider `mapstructure:"providers"`
+	Providers       []AIProvider `mapstructure:"providers"`
+	DefaultProvider string       `mapstructure:"defaultprovider"`
 }
 
 type AIProvider struct {
-	Name     string `mapstructure:"name"`
-	Model    string `mapstructure:"model"`
-	Password string `mapstructure:"password" yaml:"password,omitempty"`
-	BaseURL  string `mapstructure:"baseurl" yaml:"baseurl,omitempty"`
-	Engine   string `mapstructure:"engine" yaml:"engine,omitempty"`
+	Name        string  `mapstructure:"name"`
+	Model       string  `mapstructure:"model"`
+	Password    string  `mapstructure:"password" yaml:"password,omitempty"`
+	BaseURL     string  `mapstructure:"baseurl" yaml:"baseurl,omitempty"`
+	Engine      string  `mapstructure:"engine" yaml:"engine,omitempty"`
+	Temperature float32 `mapstructure:"temperature" yaml:"temperature,omitempty"`
 }
 
 func (p *AIProvider) GetBaseURL() string {
@@ -85,6 +90,9 @@ func (p *AIProvider) GetModel() string {
 func (p *AIProvider) GetEngine() string {
 	return p.Engine
 }
+func (p *AIProvider) GetTemperature() float32 {
+	return p.Temperature
+}
 
 func NeedPassword(backend string) bool {
 	return backend != "localai"

pkg/ai/noopai.go

@@ -38,26 +38,26 @@ func (c *NoOpAIClient) Configure(config IAIConfig, language string) error {
 	return nil
 }
 
-func (c *NoOpAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
+func (c *NoOpAIClient) GetCompletion(ctx context.Context, prompt string, promptTmpl string) (string, error) {
 	// Create a completion request
 	response := "I am a noop response to the prompt " + prompt
 	return response, nil
 }
 
-func (a *NoOpAIClient) Parse(ctx context.Context, prompt []string, cache cache.ICache) (string, error) {
+func (a *NoOpAIClient) Parse(ctx context.Context, prompt []string, cache cache.ICache, promptTmpl string) (string, error) {
 	// parse the text with the AI backend
 	inputKey := strings.Join(prompt, " ")
 	// Check for cached data
 	sEnc := base64.StdEncoding.EncodeToString([]byte(inputKey))
 	cacheKey := util.GetCacheKey(a.GetName(), a.language, sEnc)
 
-	response, err := a.GetCompletion(ctx, inputKey)
+	response, err := a.GetCompletion(ctx, inputKey, promptTmpl)
 	if err != nil {
 		color.Red("error getting completion: %v", err)
 		return "", err
 	}
 
-  err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))
+	err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))
 
 	if err != nil {
 		color.Red("error storing value to cache: %v", err)

pkg/ai/openai.go

@@ -29,11 +29,20 @@ import (
 )
 
 type OpenAIClient struct {
-	client   *openai.Client
-	language string
-	model    string
+	client      *openai.Client
+	language    string
+	model       string
+	temperature float32
 }
 
+const (
+	// OpenAI completion parameters
+	maxToken         = 2048
+	presencePenalty  = 0.0
+	frequencyPenalty = 0.0
+	topP             = 1.0
+)
+
 func (c *OpenAIClient) Configure(config IAIConfig, language string) error {
 	token := config.GetPassword()
 	defaultConfig := openai.DefaultConfig(token)
@@ -50,19 +59,28 @@ func (c *OpenAIClient) Configure(config IAIConfig, language string) error {
 	c.language = language
 	c.client = client
 	c.model = config.GetModel()
+	c.temperature = config.GetTemperature()
 	return nil
 }
 
-func (c *OpenAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
+func (c *OpenAIClient) GetCompletion(ctx context.Context, prompt string, promptTmpl string) (string, error) {
 	// Create a completion request
+	if len(promptTmpl) == 0 {
+		promptTmpl = PromptMap["default"]
+	}
 	resp, err := c.client.CreateChatCompletion(ctx, openai.ChatCompletionRequest{
 		Model: c.model,
 		Messages: []openai.ChatCompletionMessage{
 			{
 				Role:    "user",
-				Content: fmt.Sprintf(default_prompt, c.language, prompt),
+				Content: fmt.Sprintf(promptTmpl, c.language, prompt),
 			},
 		},
+		Temperature:      c.temperature,
+		MaxTokens:        maxToken,
+		PresencePenalty:  presencePenalty,
+		FrequencyPenalty: frequencyPenalty,
+		TopP:             topP,
 	})
 	if err != nil {
 		return "", err
@@ -70,7 +88,7 @@ func (c *OpenAIClient) GetCompletion(ctx context.Context, prompt string) (string
 	return resp.Choices[0].Message.Content, nil
 }
 
-func (a *OpenAIClient) Parse(ctx context.Context, prompt []string, cache cache.ICache) (string, error) {
+func (a *OpenAIClient) 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)
@@ -91,7 +109,7 @@ func (a *OpenAIClient) Parse(ctx context.Context, prompt []string, cache cache.I
 		}
 	}
 
-	response, err := a.GetCompletion(ctx, inputKey)
+	response, err := a.GetCompletion(ctx, inputKey, promptTmpl)
 	if err != nil {
 		return "", err
 	}

pkg/ai/prompts.go

@@ -1,5 +1,17 @@
 package ai
 
 const (
-	default_prompt = "Simplify the following Kubernetes error message and provide a solution in %s: %s"
+	default_prompt = `Simplify the following Kubernetes error message delimited by triple dashes written in --- %s --- language; --- %s ---.
+	Provide the most possible solution in a step by step style in no more than 280 characters. Write the output in the following format:
+	Error: {Explain error here}
+	Solution: {Step by step solution here}
+	`
+	trivy_vuln_prompt = "Explain the following trivy scan result and the detail risk or root cause of the CVE ID, then provide a solution. Response in %s: %s"
+	trivy_conf_prompt = "Explain the following trivy scan result and the detail risk or root cause of the security check, then provide a solution."
 )
+
+var PromptMap = map[string]string{
+	"default":             default_prompt,
+	"VulnerabilityReport": trivy_vuln_prompt, // for Trivy integration, the key should match `Result.Kind` in pkg/common/types.go
+	"ConfigAuditReport":   trivy_conf_prompt,
+}

pkg/analysis/analysis.go

@@ -23,6 +23,7 @@ import (
 	"sync"
 
 	"github.com/fatih/color"
+	openapi_v2 "github.com/google/gnostic/openapiv2"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/analyzer"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
@@ -34,16 +35,18 @@ import (
 )
 
 type Analysis struct {
-	Context        context.Context
-	Filters        []string
-	Client         *kubernetes.Client
-	AIClient       ai.IAI
-	Results        []common.Result
-	Errors         []string
-	Namespace      string
-	Cache          cache.ICache
-	Explain        bool
-	MaxConcurrency int
+	Context            context.Context
+	Filters            []string
+	Client             *kubernetes.Client
+	AIClient           ai.IAI
+	Results            []common.Result
+	Errors             []string
+	Namespace          string
+	Cache              cache.ICache
+	Explain            bool
+	MaxConcurrency     int
+	AnalysisAIProvider string // The name of the AI Provider used for this analysis
+	WithDoc            bool
 }
 
 type AnalysisStatus string
@@ -55,13 +58,14 @@ const (
 )
 
 type JsonOutput struct {
+	Provider string          `json:"provider"`
 	Errors   AnalysisErrors  `json:"errors"`
 	Status   AnalysisStatus  `json:"status"`
 	Problems int             `json:"problems"`
 	Results  []common.Result `json:"results"`
 }
 
-func NewAnalysis(backend string, language string, filters []string, namespace string, noCache bool, explain bool, maxConcurrency int) (*Analysis, error) {
+func NewAnalysis(backend string, language string, filters []string, namespace string, noCache bool, explain bool, maxConcurrency int, withDoc bool) (*Analysis, error) {
 	var configAI ai.AIConfiguration
 	err := viper.UnmarshalKey("ai", &configAI)
 	if err != nil {
@@ -74,6 +78,12 @@ func NewAnalysis(backend string, language string, filters []string, namespace st
 		os.Exit(1)
 	}
 
+	// Backend string will have high priority than a default provider
+	// Backend as "openai" represents the default CLI argument passed through
+	if configAI.DefaultProvider != "" && backend == "openai" {
+		backend = configAI.DefaultProvider
+	}
+
 	var aiProvider ai.AIProvider
 	for _, provider := range configAI.Providers {
 		if backend == provider.Name {
@@ -104,36 +114,56 @@ func NewAnalysis(backend string, language string, filters []string, namespace st
 		return nil, err
 	}
 
+	// load remote cache if it is configured
+	remoteCacheEnabled, err := cache.RemoteCacheEnabled()
+	if err != nil {
+		return nil, err
+	}
+
 	return &Analysis{
-		Context:        ctx,
-		Filters:        filters,
-		Client:         client,
-		AIClient:       aiClient,
-		Namespace:      namespace,
-		Cache:          cache.New(noCache),
-		Explain:        explain,
-		MaxConcurrency: maxConcurrency,
+		Context:            ctx,
+		Filters:            filters,
+		Client:             client,
+		AIClient:           aiClient,
+		Namespace:          namespace,
+		Cache:              cache.New(noCache, remoteCacheEnabled),
+		Explain:            explain,
+		MaxConcurrency:     maxConcurrency,
+		AnalysisAIProvider: backend,
+		WithDoc:            withDoc,
 	}, nil
 }
 
 func (a *Analysis) RunAnalysis() {
 	activeFilters := viper.GetStringSlice("active_filters")
 
-	analyzerMap := analyzer.GetAnalyzerMap()
+	coreAnalyzerMap, analyzerMap := analyzer.GetAnalyzerMap()
+
+	// we get the openapi schema from the server only if required by the flag "with-doc"
+	openapiSchema := &openapi_v2.Document{}
+	if a.WithDoc {
+		var openApiErr error
+
+		openapiSchema, openApiErr = a.Client.Client.Discovery().OpenAPISchema()
+		if openApiErr != nil {
+			a.Errors = append(a.Errors, fmt.Sprintf("[KubernetesDoc] %s", openApiErr))
+		}
+	}
 
 	analyzerConfig := common.Analyzer{
-		Client:    a.Client,
-		Context:   a.Context,
-		Namespace: a.Namespace,
-		AIClient:  a.AIClient,
+		Client:        a.Client,
+		Context:       a.Context,
+		Namespace:     a.Namespace,
+		AIClient:      a.AIClient,
+		OpenapiSchema: openapiSchema,
 	}
 
 	semaphore := make(chan struct{}, a.MaxConcurrency)
-	// if there are no filters selected and no active_filters then run all of them
+	// if there are no filters selected and no active_filters then run coreAnalyzer
 	if len(a.Filters) == 0 && len(activeFilters) == 0 {
 		var wg sync.WaitGroup
 		var mutex sync.Mutex
-		for _, analyzer := range analyzerMap {
+		for _, analyzer := range coreAnalyzerMap {
 			wg.Add(1)
 			semaphore <- struct{}{}
 			go func(analyzer common.IAnalyzer, wg *sync.WaitGroup, semaphore chan struct{}) {
@@ -141,7 +171,7 @@ func (a *Analysis) RunAnalysis() {
 				results, err := analyzer.Analyze(analyzerConfig)
 				if err != nil {
 					mutex.Lock()
-					a.Errors = append(a.Errors, fmt.Sprintf(fmt.Sprintf("[%s] %s", reflect.TypeOf(analyzer).Name(), err)))
+					a.Errors = append(a.Errors, fmt.Sprintf("[%s] %s", reflect.TypeOf(analyzer).Name(), err))
 					mutex.Unlock()
 				}
 				mutex.Lock()
@@ -152,6 +182,7 @@ func (a *Analysis) RunAnalysis() {
 
 		}
 		wg.Wait()
+		return
 	}
 	semaphore = make(chan struct{}, a.MaxConcurrency)
 	// if the filters flag is specified
@@ -167,7 +198,7 @@ func (a *Analysis) RunAnalysis() {
 					results, err := analyzer.Analyze(analyzerConfig)
 					if err != nil {
 						mutex.Lock()
-						a.Errors = append(a.Errors, fmt.Sprintf(fmt.Sprintf("[%s] %s", filter, err)))
+						a.Errors = append(a.Errors, fmt.Sprintf("[%s] %s", filter, err))
 						mutex.Unlock()
 					}
 					mutex.Lock()
@@ -176,10 +207,11 @@ func (a *Analysis) RunAnalysis() {
 					<-semaphore
 				}(analyzer, filter)
 			} else {
-				a.Errors = append(a.Errors, fmt.Sprintf(fmt.Sprintf("\"%s\" filter does not exist. Please run k8sgpt filters list.", filter)))
+				a.Errors = append(a.Errors, fmt.Sprintf("\"%s\" filter does not exist. Please run k8sgpt filters list.", filter))
 			}
 		}
 		wg.Wait()
+		return
 	}
 
 	var wg sync.WaitGroup
@@ -229,12 +261,19 @@ func (a *Analysis) GetAIResults(output string, anonymize bool) error {
 			}
 			texts = append(texts, failure.Text)
 		}
-		parsedText, err := a.AIClient.Parse(a.Context, texts, a.Cache)
+		// If the resource `Kind` comes from a "integration plugin", maybe a customized prompt template will be involved.
+		var promptTemplate string
+		if prompt, ok := ai.PromptMap[analysis.Kind]; ok {
+			promptTemplate = prompt
+		} else {
+			promptTemplate = ai.PromptMap["default"]
+		}
+		parsedText, err := a.AIClient.Parse(a.Context, texts, a.Cache, promptTemplate)
 		if err != nil {
 			// FIXME: can we avoid checking if output is json multiple times?
 			//   maybe implement the progress bar better?
 			if output != "json" {
-				bar.Exit()
+				_ = bar.Exit()
 			}
 
 			// Check for exhaustion
@@ -255,7 +294,7 @@ func (a *Analysis) GetAIResults(output string, anonymize bool) error {
 
 		analysis.Details = parsedText
 		if output != "json" {
-			bar.Add(1)
+			_ = bar.Add(1)
 		}
 		a.Results[index] = analysis
 	}

pkg/analysis/analysis_test.go

@@ -14,14 +14,127 @@ limitations under the License.
 package analysis
 
 import (
+	"context"
 	"encoding/json"
 	"fmt"
-	"testing"
-
 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
+	"github.com/magiconair/properties/assert"
+	"github.com/spf13/viper"
 	"github.com/stretchr/testify/require"
+	v1 "k8s.io/api/core/v1"
+	networkingv1 "k8s.io/api/networking/v1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/client-go/kubernetes/fake"
+	"strings"
+	"testing"
 )
 
+// sub-function
+func analysis_RunAnalysisFilterTester(t *testing.T, filterFlag string) []common.Result {
+	clientset := fake.NewSimpleClientset(
+		&v1.Pod{
+			ObjectMeta: metav1.ObjectMeta{
+				Name:      "example",
+				Namespace: "default",
+			},
+			Status: v1.PodStatus{
+				Phase: v1.PodPending,
+				Conditions: []v1.PodCondition{
+					{
+						Type:    v1.PodScheduled,
+						Reason:  "Unschedulable",
+						Message: "0/1 nodes are available: 1 node(s) had taint {node-role.kubernetes.io/master: }, that the pod didn't tolerate.",
+					},
+				},
+			},
+		},
+		&v1.Endpoints{
+			ObjectMeta: metav1.ObjectMeta{
+				Name:        "example",
+				Namespace:   "default",
+				Annotations: map[string]string{},
+			},
+		},
+		&v1.Service{
+			ObjectMeta: metav1.ObjectMeta{
+				Name:        "example",
+				Namespace:   "default",
+				Annotations: map[string]string{},
+			},
+			Spec: v1.ServiceSpec{
+				Selector: map[string]string{
+					"app": "example",
+				},
+			},
+		},
+		&networkingv1.Ingress{
+			ObjectMeta: metav1.ObjectMeta{
+				Name:        "example",
+				Namespace:   "default",
+				Annotations: map[string]string{},
+			},
+		},
+	)
+
+	analysis := Analysis{
+		Context:        context.Background(),
+		Results:        []common.Result{},
+		Namespace:      "default",
+		MaxConcurrency: 1,
+		Client: &kubernetes.Client{
+			Client: clientset,
+		},
+	}
+	if len(filterFlag) > 0 {
+		// `--filter` is explicitly given
+		analysis.Filters = strings.Split(filterFlag, ",")
+	}
+	analysis.RunAnalysis()
+	return analysis.Results
+
+}
+
+// Test: Filter logic with running different Analyzers
+func TestAnalysis_RunAnalysisWithFilter(t *testing.T) {
+	var results []common.Result
+	var filterFlag string
+
+	//1. Neither --filter flag Nor active filter is specified, only the "core analyzers"
+	results = analysis_RunAnalysisFilterTester(t, "")
+	assert.Equal(t, len(results), 3) // all built-in resource will be analyzed
+
+	//2. When the --filter flag is specified
+
+	filterFlag = "Pod" // --filter=Pod
+	results = analysis_RunAnalysisFilterTester(t, filterFlag)
+	assert.Equal(t, len(results), 1)
+	assert.Equal(t, results[0].Kind, filterFlag)
+
+	filterFlag = "Ingress,Pod" // --filter=Ingress,Pod
+	results = analysis_RunAnalysisFilterTester(t, filterFlag)
+	assert.Equal(t, len(results), 2)
+}
+
+// Test:  Filter logic with Active Filter
+func TestAnalysis_RunAnalysisActiveFilter(t *testing.T) {
+
+	//When the --filter flag is not specified but has actived filter in config
+	var results []common.Result
+
+	viper.SetDefault("active_filters", "Ingress")
+	results = analysis_RunAnalysisFilterTester(t, "")
+	assert.Equal(t, len(results), 1)
+
+	viper.SetDefault("active_filters", []string{"Ingress", "Service"})
+	results = analysis_RunAnalysisFilterTester(t, "")
+	assert.Equal(t, len(results), 2)
+
+	viper.SetDefault("active_filters", []string{"Ingress", "Service", "Pod"})
+	results = analysis_RunAnalysisFilterTester(t, "")
+	assert.Equal(t, len(results), 3)
+}
+
 func TestAnalysis_NoProblemJsonOutput(t *testing.T) {
 
 	analysis := Analysis{
@@ -50,6 +163,7 @@ func TestAnalysis_NoProblemJsonOutput(t *testing.T) {
 	fmt.Println(expected)
 
 	require.Equal(t, got, expected)
+
 }
 
 func TestAnalysis_ProblemJsonOutput(t *testing.T) {

pkg/analysis/output.go

@@ -42,6 +42,7 @@ func (a *Analysis) jsonOutput() ([]byte, error) {
 	}
 
 	result := JsonOutput{
+		Provider: a.AnalysisAIProvider,
 		Problems: problems,
 		Results:  a.Results,
 		Errors:   a.Errors,
@@ -56,6 +57,10 @@ func (a *Analysis) jsonOutput() ([]byte, error) {
 
 func (a *Analysis) textOutput() ([]byte, error) {
 	var output strings.Builder
+
+	// Print the AI provider used for this analysis
+	output.WriteString(fmt.Sprintf("AI Provider: %s\n", color.YellowString(a.AnalysisAIProvider)))
+
 	if len(a.Errors) != 0 {
 		output.WriteString("\n")
 		output.WriteString(color.YellowString("Warnings : \n"))
@@ -73,6 +78,9 @@ func (a *Analysis) textOutput() ([]byte, error) {
 			color.YellowString(result.Name), color.CyanString(result.ParentObject)))
 		for _, err := range result.Error {
 			output.WriteString(fmt.Sprintf("- %s %s\n", color.RedString("Error:"), color.RedString(err.Text)))
+			if err.KubernetesDoc != "" {
+				output.WriteString(fmt.Sprintf("  %s %s\n", color.RedString("Kubernetes Doc:"), color.RedString(err.KubernetesDoc)))
+			}
 		}
 		output.WriteString(color.GreenString(result.Details + "\n"))
 	}

pkg/analyzer/analyzer.go

@@ -32,15 +32,17 @@ var (
 )
 
 var coreAnalyzerMap = map[string]common.IAnalyzer{
-	"Pod":                   PodAnalyzer{},
-	"Deployment":            DeploymentAnalyzer{},
-	"ReplicaSet":            ReplicaSetAnalyzer{},
-	"PersistentVolumeClaim": PvcAnalyzer{},
-	"Service":               ServiceAnalyzer{},
-	"Ingress":               IngressAnalyzer{},
-	"StatefulSet":           StatefulSetAnalyzer{},
-	"CronJob":               CronJobAnalyzer{},
-	"Node":                  NodeAnalyzer{},
+	"Pod":                            PodAnalyzer{},
+	"Deployment":                     DeploymentAnalyzer{},
+	"ReplicaSet":                     ReplicaSetAnalyzer{},
+	"PersistentVolumeClaim":          PvcAnalyzer{},
+	"Service":                        ServiceAnalyzer{},
+	"Ingress":                        IngressAnalyzer{},
+	"StatefulSet":                    StatefulSetAnalyzer{},
+	"CronJob":                        CronJobAnalyzer{},
+	"Node":                           NodeAnalyzer{},
+	"ValidatingWebhookConfiguration": ValidatingWebhookAnalyzer{},
+	"MutatingWebhookConfiguration":   MutatingWebhookAnalyzer{},
 }
 
 var additionalAnalyzerMap = map[string]common.IAnalyzer{
@@ -71,25 +73,27 @@ func ListFilters() ([]string, []string, []string) {
 				fmt.Println(color.RedString(err.Error()))
 				os.Exit(1)
 			}
-			integrationAnalyzers = append(integrationAnalyzers, in.GetAnalyzerName())
+			integrationAnalyzers = append(integrationAnalyzers, in.GetAnalyzerName()...)
 		}
 	}
 
 	return coreKeys, additionalKeys, integrationAnalyzers
 }
 
-func GetAnalyzerMap() map[string]common.IAnalyzer {
+func GetAnalyzerMap() (map[string]common.IAnalyzer, map[string]common.IAnalyzer) {
 
-	mergedMap := make(map[string]common.IAnalyzer)
+	coreAnalyzer := make(map[string]common.IAnalyzer)
+	mergedAnalyzerMap := make(map[string]common.IAnalyzer)
 
 	// add core analyzer
 	for key, value := range coreAnalyzerMap {
-		mergedMap[key] = value
+		coreAnalyzer[key] = value
+		mergedAnalyzerMap[key] = value
 	}
 
 	// add additional analyzer
 	for key, value := range additionalAnalyzerMap {
-		mergedMap[key] = value
+		mergedAnalyzerMap[key] = value
 	}
 
 	integrationProvider := integration.NewIntegration()
@@ -106,9 +110,9 @@ func GetAnalyzerMap() map[string]common.IAnalyzer {
 				fmt.Println(color.RedString(err.Error()))
 				os.Exit(1)
 			}
-			in.AddAnalyzer(&mergedMap)
+			in.AddAnalyzer(&mergedAnalyzerMap)
 		}
 	}
 
-	return mergedMap
+	return coreAnalyzer, mergedAnalyzerMap
 }

pkg/analyzer/cronjob.go

@@ -18,9 +18,11 @@ import (
 	"time"
 
 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
 	cron "github.com/robfig/cron/v3"
 	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/runtime/schema"
 )
 
 type CronJobAnalyzer struct{}
@@ -28,6 +30,14 @@ type CronJobAnalyzer struct{}
 func (analyzer CronJobAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 
 	kind := "CronJob"
+	apiDoc := kubernetes.K8sApiReference{
+		Kind: kind,
+		ApiVersion: schema.GroupVersion{
+			Group:   "batch",
+			Version: "v1",
+		},
+		OpenapiSchema: a.OpenapiSchema,
+	}
 
 	AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
 		"analyzer_name": kind,
@@ -43,8 +53,11 @@ func (analyzer CronJobAnalyzer) Analyze(a common.Analyzer) ([]common.Result, err
 	for _, cronJob := range cronJobList.Items {
 		var failures []common.Failure
 		if cronJob.Spec.Suspend != nil && *cronJob.Spec.Suspend {
+			doc := apiDoc.GetApiDocV2("spec.suspend")
+
 			failures = append(failures, common.Failure{
-				Text: fmt.Sprintf("CronJob %s is suspended", cronJob.Name),
+				Text:          fmt.Sprintf("CronJob %s is suspended", cronJob.Name),
+				KubernetesDoc: doc,
 				Sensitive: []common.Sensitive{
 					{
 						Unmasked: cronJob.Namespace,
@@ -59,8 +72,11 @@ func (analyzer CronJobAnalyzer) Analyze(a common.Analyzer) ([]common.Result, err
 		} else {
 			// check the schedule format
 			if _, err := CheckCronScheduleIsValid(cronJob.Spec.Schedule); err != nil {
+				doc := apiDoc.GetApiDocV2("spec.schedule")
+
 				failures = append(failures, common.Failure{
-					Text: fmt.Sprintf("CronJob %s has an invalid schedule: %s", cronJob.Name, err.Error()),
+					Text:          fmt.Sprintf("CronJob %s has an invalid schedule: %s", cronJob.Name, err.Error()),
+					KubernetesDoc: doc,
 					Sensitive: []common.Sensitive{
 						{
 							Unmasked: cronJob.Namespace,
@@ -78,9 +94,11 @@ func (analyzer CronJobAnalyzer) Analyze(a common.Analyzer) ([]common.Result, err
 			if cronJob.Spec.StartingDeadlineSeconds != nil {
 				deadline := time.Duration(*cronJob.Spec.StartingDeadlineSeconds) * time.Second
 				if deadline < 0 {
+					doc := apiDoc.GetApiDocV2("spec.startingDeadlineSeconds")
 
 					failures = append(failures, common.Failure{
-						Text: fmt.Sprintf("CronJob %s has a negative starting deadline", cronJob.Name),
+						Text:          fmt.Sprintf("CronJob %s has a negative starting deadline", cronJob.Name),
+						KubernetesDoc: doc,
 						Sensitive: []common.Sensitive{
 							{
 								Unmasked: cronJob.Namespace,

pkg/analyzer/deployment.go

@@ -18,8 +18,10 @@ import (
 	"fmt"
 
 	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/runtime/schema"
 
 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
 )
 
@@ -31,6 +33,14 @@ type DeploymentAnalyzer struct {
 func (d DeploymentAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 
 	kind := "Deployment"
+	apiDoc := kubernetes.K8sApiReference{
+		Kind: kind,
+		ApiVersion: schema.GroupVersion{
+			Group:   "apps",
+			Version: "v1",
+		},
+		OpenapiSchema: a.OpenapiSchema,
+	}
 
 	AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
 		"analyzer_name": kind,
@@ -45,8 +55,11 @@ func (d DeploymentAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error)
 	for _, deployment := range deployments.Items {
 		var failures []common.Failure
 		if *deployment.Spec.Replicas != deployment.Status.Replicas {
+			doc := apiDoc.GetApiDocV2("spec.replicas")
+
 			failures = append(failures, common.Failure{
-				Text: fmt.Sprintf("Deployment %s/%s has %d replicas but %d are available", deployment.Namespace, deployment.Name, *deployment.Spec.Replicas, deployment.Status.Replicas),
+				Text:          fmt.Sprintf("Deployment %s/%s has %d replicas but %d are available", deployment.Namespace, deployment.Name, *deployment.Spec.Replicas, deployment.Status.Replicas),
+				KubernetesDoc: doc,
 				Sensitive: []common.Sensitive{
 					{
 						Unmasked: deployment.Namespace,

pkg/analyzer/hpa.go

@@ -17,10 +17,12 @@ import (
 	"fmt"
 
 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
 	appsv1 "k8s.io/api/apps/v1"
 	corev1 "k8s.io/api/core/v1"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/runtime/schema"
 )
 
 type HpaAnalyzer struct{}
@@ -28,6 +30,14 @@ type HpaAnalyzer struct{}
 func (HpaAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 
 	kind := "HorizontalPodAutoscaler"
+	apiDoc := kubernetes.K8sApiReference{
+		Kind: kind,
+		ApiVersion: schema.GroupVersion{
+			Group:   "autoscaling",
+			Version: "v1",
+		},
+		OpenapiSchema: a.OpenapiSchema,
+	}
 
 	AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
 		"analyzer_name": kind,
@@ -76,8 +86,11 @@ func (HpaAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 		}
 
 		if podInfo == nil {
+			doc := apiDoc.GetApiDocV2("spec.scaleTargetRef")
+
 			failures = append(failures, common.Failure{
-				Text: fmt.Sprintf("HorizontalPodAutoscaler uses %s/%s as ScaleTargetRef which does not exist.", scaleTargetRef.Kind, scaleTargetRef.Name),
+				Text:          fmt.Sprintf("HorizontalPodAutoscaler uses %s/%s as ScaleTargetRef which does not exist.", scaleTargetRef.Kind, scaleTargetRef.Name),
+				KubernetesDoc: doc,
 				Sensitive: []common.Sensitive{
 					{
 						Unmasked: scaleTargetRef.Name,
@@ -94,8 +107,11 @@ func (HpaAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 			}
 
 			if containers <= 0 {
+				doc := apiDoc.GetApiDocV2("spec.scaleTargetRef.kind")
+
 				failures = append(failures, common.Failure{
-					Text: fmt.Sprintf("%s %s/%s does not have resource configured.", scaleTargetRef.Kind, a.Namespace, scaleTargetRef.Name),
+					Text:          fmt.Sprintf("%s %s/%s does not have resource configured.", scaleTargetRef.Kind, a.Namespace, scaleTargetRef.Name),
+					KubernetesDoc: doc,
 					Sensitive: []common.Sensitive{
 						{
 							Unmasked: scaleTargetRef.Name,

pkg/analyzer/hpaAnalyzer_test.go

@@ -205,15 +205,15 @@ func TestHPAAnalyzerWithExistingScaleTargetRefAsDeployment(t *testing.T) {
 					Spec: corev1.PodSpec{
 						Containers: []corev1.Container{
 							{
-								Name: "example",
+								Name:  "example",
 								Image: "nginx",
 								Resources: corev1.ResourceRequirements{
 									Requests: corev1.ResourceList{
-										"cpu": resource.MustParse("100m"),
+										"cpu":    resource.MustParse("100m"),
 										"memory": resource.MustParse("128Mi"),
 									},
 									Limits: corev1.ResourceList{
-										"cpu": resource.MustParse("200m"),
+										"cpu":    resource.MustParse("200m"),
 										"memory": resource.MustParse("256Mi"),
 									},
 								},
@@ -269,15 +269,15 @@ func TestHPAAnalyzerWithExistingScaleTargetRefAsReplicationController(t *testing
 					Spec: corev1.PodSpec{
 						Containers: []corev1.Container{
 							{
-								Name: "example",
+								Name:  "example",
 								Image: "nginx",
 								Resources: corev1.ResourceRequirements{
 									Requests: corev1.ResourceList{
-										"cpu": resource.MustParse("100m"),
+										"cpu":    resource.MustParse("100m"),
 										"memory": resource.MustParse("128Mi"),
 									},
 									Limits: corev1.ResourceList{
-										"cpu": resource.MustParse("200m"),
+										"cpu":    resource.MustParse("200m"),
 										"memory": resource.MustParse("256Mi"),
 									},
 								},
@@ -333,15 +333,15 @@ func TestHPAAnalyzerWithExistingScaleTargetRefAsReplicaSet(t *testing.T) {
 					Spec: corev1.PodSpec{
 						Containers: []corev1.Container{
 							{
-								Name: "example",
+								Name:  "example",
 								Image: "nginx",
 								Resources: corev1.ResourceRequirements{
 									Requests: corev1.ResourceList{
-										"cpu": resource.MustParse("100m"),
+										"cpu":    resource.MustParse("100m"),
 										"memory": resource.MustParse("128Mi"),
 									},
 									Limits: corev1.ResourceList{
-										"cpu": resource.MustParse("200m"),
+										"cpu":    resource.MustParse("200m"),
 										"memory": resource.MustParse("256Mi"),
 									},
 								},
@@ -397,15 +397,15 @@ func TestHPAAnalyzerWithExistingScaleTargetRefAsStatefulSet(t *testing.T) {
 					Spec: corev1.PodSpec{
 						Containers: []corev1.Container{
 							{
-								Name: "example",
+								Name:  "example",
 								Image: "nginx",
 								Resources: corev1.ResourceRequirements{
 									Requests: corev1.ResourceList{
-										"cpu": resource.MustParse("100m"),
+										"cpu":    resource.MustParse("100m"),
 										"memory": resource.MustParse("128Mi"),
 									},
 									Limits: corev1.ResourceList{
-										"cpu": resource.MustParse("200m"),
+										"cpu":    resource.MustParse("200m"),
 										"memory": resource.MustParse("256Mi"),
 									},
 								},
@@ -461,7 +461,7 @@ func TestHPAAnalyzerWithExistingScaleTargetRefWithoutSpecifyingResources(t *test
 					Spec: corev1.PodSpec{
 						Containers: []corev1.Container{
 							{
-								Name: "example",
+								Name:  "example",
 								Image: "nginx",
 							},
 						},
@@ -487,7 +487,7 @@ func TestHPAAnalyzerWithExistingScaleTargetRefWithoutSpecifyingResources(t *test
 	var errorFound bool
 	for _, analysis := range analysisResults {
 		for _, err := range analysis.Error {
-			if strings.Contains(err.Text, "does not have resource configured."){
+			if strings.Contains(err.Text, "does not have resource configured.") {
 				errorFound = true
 				break
 			}

pkg/analyzer/ingress.go

@@ -17,8 +17,10 @@ import (
 	"fmt"
 
 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/runtime/schema"
 )
 
 type IngressAnalyzer struct{}
@@ -26,6 +28,14 @@ type IngressAnalyzer struct{}
 func (IngressAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 
 	kind := "Ingress"
+	apiDoc := kubernetes.K8sApiReference{
+		Kind: kind,
+		ApiVersion: schema.GroupVersion{
+			Group:   "networking",
+			Version: "v1",
+		},
+		OpenapiSchema: a.OpenapiSchema,
+	}
 
 	AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
 		"analyzer_name": kind,
@@ -46,8 +56,11 @@ func (IngressAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 		if ingressClassName == nil {
 			ingClassValue := ing.Annotations["kubernetes.io/ingress.class"]
 			if ingClassValue == "" {
+				doc := apiDoc.GetApiDocV2("spec.ingressClassName")
+
 				failures = append(failures, common.Failure{
-					Text: fmt.Sprintf("Ingress %s/%s does not specify an Ingress class.", ing.Namespace, ing.Name),
+					Text:          fmt.Sprintf("Ingress %s/%s does not specify an Ingress class.", ing.Namespace, ing.Name),
+					KubernetesDoc: doc,
 					Sensitive: []common.Sensitive{
 						{
 							Unmasked: ing.Namespace,
@@ -68,8 +81,11 @@ func (IngressAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 		if ingressClassName != nil {
 			_, err := a.Client.GetClient().NetworkingV1().IngressClasses().Get(a.Context, *ingressClassName, metav1.GetOptions{})
 			if err != nil {
+				doc := apiDoc.GetApiDocV2("spec.ingressClassName")
+
 				failures = append(failures, common.Failure{
-					Text: fmt.Sprintf("Ingress uses the ingress class %s which does not exist.", *ingressClassName),
+					Text:          fmt.Sprintf("Ingress uses the ingress class %s which does not exist.", *ingressClassName),
+					KubernetesDoc: doc,
 					Sensitive: []common.Sensitive{
 						{
 							Unmasked: *ingressClassName,
@@ -86,8 +102,11 @@ func (IngressAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 			for _, path := range rule.HTTP.Paths {
 				_, err := a.Client.GetClient().CoreV1().Services(ing.Namespace).Get(a.Context, path.Backend.Service.Name, metav1.GetOptions{})
 				if err != nil {
+					doc := apiDoc.GetApiDocV2("spec.rules.http.paths.backend.service")
+
 					failures = append(failures, common.Failure{
-						Text: fmt.Sprintf("Ingress uses the service %s/%s which does not exist.", ing.Namespace, path.Backend.Service.Name),
+						Text:          fmt.Sprintf("Ingress uses the service %s/%s which does not exist.", ing.Namespace, path.Backend.Service.Name),
+						KubernetesDoc: doc,
 						Sensitive: []common.Sensitive{
 							{
 								Unmasked: ing.Namespace,
@@ -106,8 +125,11 @@ func (IngressAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 		for _, tls := range ing.Spec.TLS {
 			_, err := a.Client.GetClient().CoreV1().Secrets(ing.Namespace).Get(a.Context, tls.SecretName, metav1.GetOptions{})
 			if err != nil {
+				doc := apiDoc.GetApiDocV2("spec.tls.secretName")
+
 				failures = append(failures, common.Failure{
-					Text: fmt.Sprintf("Ingress uses the secret %s/%s as a TLS certificate which does not exist.", ing.Namespace, tls.SecretName),
+					Text:          fmt.Sprintf("Ingress uses the secret %s/%s as a TLS certificate which does not exist.", ing.Namespace, tls.SecretName),
+					KubernetesDoc: doc,
 					Sensitive: []common.Sensitive{
 						{
 							Unmasked: ing.Namespace,

pkg/analyzer/mutating_webhook.go

@@ -0,0 +1,155 @@
+/*
+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 analyzer
+
+import (
+	"context"
+	"fmt"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
+	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/runtime/schema"
+)
+
+type MutatingWebhookAnalyzer struct{}
+
+func (MutatingWebhookAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
+
+	kind := "MutatingWebhookConfiguration"
+	apiDoc := kubernetes.K8sApiReference{
+		Kind: kind,
+		ApiVersion: schema.GroupVersion{
+			Group:   "apps",
+			Version: "v1",
+		},
+		OpenapiSchema: a.OpenapiSchema,
+	}
+
+	AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
+		"analyzer_name": kind,
+	})
+
+	mutatingWebhooks, err := a.Client.GetClient().AdmissionregistrationV1().MutatingWebhookConfigurations().List(context.Background(), v1.ListOptions{})
+	if err != nil {
+		return nil, err
+	}
+
+	var preAnalysis = map[string]common.PreAnalysis{}
+
+	for _, webhookConfig := range mutatingWebhooks.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{})
+			if err != nil {
+				// If the service is not found, we can't check the pods
+				failures = append(failures, common.Failure{
+					Text:          fmt.Sprintf("Service %s not found as mapped to by Mutating Webhook %s", svc.Name, webhook.Name),
+					KubernetesDoc: apiDoc.GetApiDocV2("spec.webhook.clientConfig.service"),
+					Sensitive: []common.Sensitive{
+						{
+							Unmasked: webhookConfig.Namespace,
+							Masked:   util.MaskString(webhookConfig.Namespace),
+						},
+						{
+							Unmasked: svc.Name,
+							Masked:   util.MaskString(svc.Name),
+						},
+					},
+				})
+				continue
+			}
+
+			// When Service selectors are empty we defer to service analyser
+			if len(service.Spec.Selector) == 0 {
+				continue
+			}
+			// Get pods within service
+			pods, err := a.Client.GetClient().CoreV1().Pods(svc.Namespace).List(context.Background(), v1.ListOptions{
+				LabelSelector: util.MapToString(service.Spec.Selector),
+			})
+			if err != nil {
+				return nil, err
+			}
+
+			if len(pods.Items) == 0 {
+				failures = append(failures, common.Failure{
+					Text:          fmt.Sprintf("No active pods found within service %s as mapped to by Mutating Webhook %s", svc.Name, webhook.Name),
+					KubernetesDoc: apiDoc.GetApiDocV2("spec.webhook.clientConfig.service"),
+					Sensitive: []common.Sensitive{
+						{
+							Unmasked: webhookConfig.Namespace,
+							Masked:   util.MaskString(webhookConfig.Namespace),
+						},
+					},
+				})
+
+			}
+			for _, pod := range pods.Items {
+				if pod.Status.Phase != "Running" {
+					doc := apiDoc.GetApiDocV2("spec.webhook")
+					failures = append(failures, common.Failure{
+						Text: fmt.Sprintf(
+							"Mutating Webhook (%s) is pointing to an inactive receiver pod (%s)",
+							webhook.Name,
+							pod.Name,
+						),
+						KubernetesDoc: doc,
+						Sensitive: []common.Sensitive{
+							{
+								Unmasked: webhookConfig.Namespace,
+								Masked:   util.MaskString(webhookConfig.Namespace),
+							},
+							{
+								Unmasked: webhook.Name,
+								Masked:   util.MaskString(webhook.Name),
+							},
+							{
+								Unmasked: pod.Name,
+								Masked:   util.MaskString(pod.Name),
+							},
+						},
+					})
+				}
+			}
+			if len(failures) > 0 {
+				preAnalysis[fmt.Sprintf("%s/%s", webhookConfig.Namespace, webhook.Name)] = common.PreAnalysis{
+					MutatingWebhook: webhookConfig,
+					FailureDetails:  failures,
+				}
+				AnalyzerErrorsMetric.WithLabelValues(kind, webhook.Name, webhookConfig.Namespace).Set(float64(len(failures)))
+			}
+		}
+	}
+	for key, value := range preAnalysis {
+		var currentAnalysis = common.Result{
+			Kind:  kind,
+			Name:  key,
+			Error: value.FailureDetails,
+		}
+
+		parent, _ := util.GetParent(a.Client, value.MutatingWebhook.ObjectMeta)
+		currentAnalysis.ParentObject = parent
+		a.Results = append(a.Results, currentAnalysis)
+	}
+
+	return a.Results, nil
+}

pkg/analyzer/netpol.go

@@ -17,8 +17,10 @@ import (
 	"fmt"
 
 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/runtime/schema"
 )
 
 type NetworkPolicyAnalyzer struct{}
@@ -26,6 +28,14 @@ type NetworkPolicyAnalyzer struct{}
 func (NetworkPolicyAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 
 	kind := "NetworkPolicy"
+	apiDoc := kubernetes.K8sApiReference{
+		Kind: kind,
+		ApiVersion: schema.GroupVersion{
+			Group:   "networking",
+			Version: "v1",
+		},
+		OpenapiSchema: a.OpenapiSchema,
+	}
 
 	AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
 		"analyzer_name": kind,
@@ -45,8 +55,11 @@ func (NetworkPolicyAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error)
 
 		// Check if policy allows traffic to all pods in the namespace
 		if len(policy.Spec.PodSelector.MatchLabels) == 0 {
+			doc := apiDoc.GetApiDocV2("spec.podSelector.matchLabels")
+
 			failures = append(failures, common.Failure{
-				Text: fmt.Sprintf("Network policy allows traffic to all pods: %s", policy.Name),
+				Text:          fmt.Sprintf("Network policy allows traffic to all pods: %s", policy.Name),
+				KubernetesDoc: doc,
 				Sensitive: []common.Sensitive{
 					{
 						Unmasked: policy.Name,

pkg/analyzer/node.go

@@ -58,7 +58,7 @@ func (NodeAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 		}
 
 		if len(failures) > 0 {
-			preAnalysis[fmt.Sprintf("%s", node.Name)] = common.PreAnalysis{
+			preAnalysis[node.Name] = common.PreAnalysis{
 				Node:           node,
 				FailureDetails: failures,
 			}

pkg/analyzer/pdb.go

@@ -17,8 +17,10 @@ import (
 	"fmt"
 
 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/runtime/schema"
 )
 
 type PdbAnalyzer struct{}
@@ -26,6 +28,14 @@ type PdbAnalyzer struct{}
 func (PdbAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 
 	kind := "PodDisruptionBudget"
+	apiDoc := kubernetes.K8sApiReference{
+		Kind: kind,
+		ApiVersion: schema.GroupVersion{
+			Group:   "policy",
+			Version: "v1",
+		},
+		OpenapiSchema: a.OpenapiSchema,
+	}
 
 	AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
 		"analyzer_name": kind,
@@ -40,17 +50,19 @@ func (PdbAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 
 	for _, pdb := range list.Items {
 		var failures []common.Failure
-
-		evt, err := FetchLatestEvent(a.Context, a.Client, pdb.Namespace, pdb.Name)
-		if err != nil || evt == nil {
-			continue
-		}
-
-		if evt.Reason == "NoPods" && evt.Message != "" {
-			if pdb.Spec.Selector != nil {
+		if pdb.Status.Conditions[0].Type == "DisruptionAllowed" && pdb.Status.Conditions[0].Status == "False" {
+			var doc string
+			if pdb.Spec.MaxUnavailable != nil {
+				doc = apiDoc.GetApiDocV2("spec.maxUnavailable")
+			}
+			if pdb.Spec.MinAvailable != nil {
+				doc = apiDoc.GetApiDocV2("spec.minAvailable")
+			}
+			if pdb.Spec.Selector != nil && pdb.Spec.Selector.MatchLabels != nil {
 				for k, v := range pdb.Spec.Selector.MatchLabels {
 					failures = append(failures, common.Failure{
-						Text: fmt.Sprintf("%s, expected label %s=%s", evt.Message, k, v),
+						Text:          fmt.Sprintf("%s, expected pdb pod label %s=%s", pdb.Status.Conditions[0].Reason, k, v),
+						KubernetesDoc: doc,
 						Sensitive: []common.Sensitive{
 							{
 								Unmasked: k,
@@ -63,17 +75,6 @@ func (PdbAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 						},
 					})
 				}
-				for _, v := range pdb.Spec.Selector.MatchExpressions {
-					failures = append(failures, common.Failure{
-						Text:      fmt.Sprintf("%s, expected expression %s", evt.Message, v),
-						Sensitive: []common.Sensitive{},
-					})
-				}
-			} else {
-				failures = append(failures, common.Failure{
-					Text:      fmt.Sprintf("%s, selector is nil", evt.Message),
-					Sensitive: []common.Sensitive{},
-				})
 			}
 		}
 

pkg/analyzer/pod.go

@@ -85,7 +85,7 @@ func (PodAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 				}
 			} else {
 				// when pod is Running but its ReadinessProbe fails
-				if containerStatus.Ready == false && pod.Status.Phase == "Running" {
+				if !containerStatus.Ready && pod.Status.Phase == "Running" {
 					// parse the event log and append details
 					evt, err := FetchLatestEvent(a.Context, a.Client, pod.Namespace, pod.Name)
 					if err != nil || evt == nil {

pkg/analyzer/service.go

@@ -17,9 +17,13 @@ import (
 	"fmt"
 
 	"github.com/fatih/color"
-	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
-	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/client-go/tools/leaderelection/resourcelock"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
+	"k8s.io/apimachinery/pkg/runtime/schema"
 )
 
 type ServiceAnalyzer struct{}
@@ -27,6 +31,14 @@ type ServiceAnalyzer struct{}
 func (ServiceAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 
 	kind := "Service"
+	apiDoc := kubernetes.K8sApiReference{
+		Kind: kind,
+		ApiVersion: schema.GroupVersion{
+			Group:   "",
+			Version: "v1",
+		},
+		OpenapiSchema: a.OpenapiSchema,
+	}
 
 	AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
 		"analyzer_name": kind,
@@ -45,6 +57,10 @@ func (ServiceAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 
 		// Check for empty service
 		if len(ep.Subsets) == 0 {
+			if _, ok := ep.Annotations[resourcelock.LeaderElectionRecordAnnotationKey]; ok {
+				continue
+			}
+
 			svc, err := a.Client.GetClient().CoreV1().Services(ep.Namespace).Get(a.Context, ep.Name, metav1.GetOptions{})
 			if err != nil {
 				color.Yellow("Service %s/%s does not exist", ep.Namespace, ep.Name)
@@ -52,8 +68,11 @@ func (ServiceAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 			}
 
 			for k, v := range svc.Spec.Selector {
+				doc := apiDoc.GetApiDocV2("spec.selector")
+
 				failures = append(failures, common.Failure{
-					Text: fmt.Sprintf("Service has no endpoints, expected label %s=%s", k, v),
+					Text:          fmt.Sprintf("Service has no endpoints, expected label %s=%s", k, v),
+					KubernetesDoc: doc,
 					Sensitive: []common.Sensitive{
 						{
 							Unmasked: k,
@@ -72,14 +91,20 @@ func (ServiceAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 
 			// Check through container status to check for crashes
 			for _, epSubset := range ep.Subsets {
+				apiDoc.Kind = "Endpoints"
+
 				if len(epSubset.NotReadyAddresses) > 0 {
 					for _, addresses := range epSubset.NotReadyAddresses {
 						count++
 						pods = append(pods, addresses.TargetRef.Kind+"/"+addresses.TargetRef.Name)
 					}
+
+					doc := apiDoc.GetApiDocV2("subsets.notReadyAddresses")
+
 					failures = append(failures, common.Failure{
-						Text:      fmt.Sprintf("Service has not ready endpoints, pods: %s, expected %d", pods, count),
-						Sensitive: []common.Sensitive{},
+						Text:          fmt.Sprintf("Service has not ready endpoints, pods: %s, expected %d", pods, count),
+						KubernetesDoc: doc,
+						Sensitive:     []common.Sensitive{},
 					})
 				}
 			}

pkg/analyzer/statefulset.go

@@ -17,8 +17,10 @@ import (
 	"fmt"
 
 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/runtime/schema"
 )
 
 type StatefulSetAnalyzer struct{}
@@ -26,6 +28,14 @@ type StatefulSetAnalyzer struct{}
 func (StatefulSetAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 
 	kind := "StatefulSet"
+	apiDoc := kubernetes.K8sApiReference{
+		Kind: kind,
+		ApiVersion: schema.GroupVersion{
+			Group:   "apps",
+			Version: "v1",
+		},
+		OpenapiSchema: a.OpenapiSchema,
+	}
 
 	AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
 		"analyzer_name": kind,
@@ -44,8 +54,15 @@ func (StatefulSetAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 		serviceName := sts.Spec.ServiceName
 		_, err := a.Client.GetClient().CoreV1().Services(sts.Namespace).Get(a.Context, serviceName, metav1.GetOptions{})
 		if err != nil {
+			doc := apiDoc.GetApiDocV2("spec.serviceName")
+
 			failures = append(failures, common.Failure{
-				Text: fmt.Sprintf("StatefulSet uses the service %s/%s which does not exist.", sts.Namespace, serviceName),
+				Text: fmt.Sprintf(
+					"StatefulSet uses the service %s/%s which does not exist.",
+					sts.Namespace,
+					serviceName,
+				),
+				KubernetesDoc: doc,
 				Sensitive: []common.Sensitive{
 					{
 						Unmasked: sts.Namespace,

pkg/analyzer/validating_webhook.go

@@ -0,0 +1,153 @@
+/*
+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 analyzer
+
+import (
+	"context"
+	"fmt"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
+	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/runtime/schema"
+)
+
+type ValidatingWebhookAnalyzer struct{}
+
+func (ValidatingWebhookAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
+
+	kind := "ValidatingWebhookConfgiguration"
+	apiDoc := kubernetes.K8sApiReference{
+		Kind: kind,
+		ApiVersion: schema.GroupVersion{
+			Group:   "apps",
+			Version: "v1",
+		},
+		OpenapiSchema: a.OpenapiSchema,
+	}
+
+	AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
+		"analyzer_name": kind,
+	})
+
+	validatingWebhooks, err := a.Client.GetClient().AdmissionregistrationV1().ValidatingWebhookConfigurations().List(context.Background(), v1.ListOptions{})
+	if err != nil {
+		return nil, err
+	}
+	var preAnalysis = map[string]common.PreAnalysis{}
+
+	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{})
+			if err != nil {
+				// If the service is not found, we can't check the pods
+				failures = append(failures, common.Failure{
+					Text:          fmt.Sprintf("Service %s not found as mapped to by Validating Webhook %s", svc.Name, webhook.Name),
+					KubernetesDoc: apiDoc.GetApiDocV2("spec.webhook.clientConfig.service"),
+					Sensitive: []common.Sensitive{
+						{
+							Unmasked: webhookConfig.Namespace,
+							Masked:   util.MaskString(webhookConfig.Namespace),
+						},
+						{
+							Unmasked: svc.Name,
+							Masked:   util.MaskString(svc.Name),
+						},
+					},
+				})
+				continue
+			}
+
+			// When Service selectors are empty we defer to service analyser
+			if len(service.Spec.Selector) == 0 {
+				continue
+			}
+			// Get pods within service
+			pods, err := a.Client.GetClient().CoreV1().Pods(svc.Namespace).List(context.Background(), v1.ListOptions{
+				LabelSelector: util.MapToString(service.Spec.Selector),
+			})
+			if err != nil {
+				return nil, err
+			}
+
+			if len(pods.Items) == 0 {
+				failures = append(failures, common.Failure{
+					Text:          fmt.Sprintf("No active pods found within service %s as mapped to by Validating Webhook %s", svc.Name, webhook.Name),
+					KubernetesDoc: apiDoc.GetApiDocV2("spec.webhook.clientConfig.service"),
+					Sensitive: []common.Sensitive{
+						{
+							Unmasked: webhookConfig.Namespace,
+							Masked:   util.MaskString(webhookConfig.Namespace),
+						},
+					},
+				})
+
+			}
+			for _, pod := range pods.Items {
+				if pod.Status.Phase != "Running" {
+					doc := apiDoc.GetApiDocV2("spec.webhook")
+					failures = append(failures, common.Failure{
+						Text: fmt.Sprintf(
+							"Validating Webhook (%s) is pointing to an inactive receiver pod (%s)",
+							webhook.Name,
+							pod.Name,
+						),
+						KubernetesDoc: doc,
+						Sensitive: []common.Sensitive{
+							{
+								Unmasked: webhookConfig.Namespace,
+								Masked:   util.MaskString(webhookConfig.Namespace),
+							},
+							{
+								Unmasked: webhook.Name,
+								Masked:   util.MaskString(webhook.Name),
+							},
+							{
+								Unmasked: pod.Name,
+								Masked:   util.MaskString(pod.Name),
+							},
+						},
+					})
+				}
+			}
+			if len(failures) > 0 {
+				preAnalysis[fmt.Sprintf("%s/%s", webhookConfig.Namespace, webhook.Name)] = common.PreAnalysis{
+					ValidatingWebhook: webhookConfig,
+					FailureDetails:    failures,
+				}
+				AnalyzerErrorsMetric.WithLabelValues(kind, webhook.Name, webhookConfig.Namespace).Set(float64(len(failures)))
+			}
+		}
+	}
+	for key, value := range preAnalysis {
+		var currentAnalysis = common.Result{
+			Kind:  kind,
+			Name:  key,
+			Error: value.FailureDetails,
+		}
+
+		parent, _ := util.GetParent(a.Client, value.ValidatingWebhook.ObjectMeta)
+		currentAnalysis.ParentObject = parent
+		a.Results = append(a.Results, currentAnalysis)
+	}
+
+	return a.Results, nil
+}

pkg/cache/cache.go

@@ -1,14 +1,82 @@
 package cache
 
+import (
+	"google.golang.org/grpc/codes"
+	"google.golang.org/grpc/status"
+
+	"github.com/spf13/viper"
+)
+
 type ICache interface {
 	Store(key string, data string) error
 	Load(key string) (string, error)
+	List() ([]string, error)
 	Exists(key string) bool
 	IsCacheDisabled() bool
 }
 
-func New(noCache bool) ICache {
+func New(noCache bool, remoteCache bool) ICache {
+	if remoteCache {
+		return NewS3Cache(noCache)
+	}
 	return &FileBasedCache{
 		noCache: noCache,
 	}
 }
+
+// CacheProvider is the configuration for the cache provider when using a remote cache
+type CacheProvider struct {
+	BucketName string `mapstructure:"bucketname"`
+	Region     string `mapstructure:"region"`
+}
+
+func RemoteCacheEnabled() (bool, error) {
+	// load remote cache if it is configured
+	var cache CacheProvider
+	err := viper.UnmarshalKey("cache", &cache)
+	if err != nil {
+		return false, err
+	}
+	if cache.BucketName != "" && cache.Region != "" {
+		return true, nil
+	}
+	return false, nil
+}
+
+func AddRemoteCache(bucketName string, region string) error {
+	var cacheInfo CacheProvider
+	err := viper.UnmarshalKey("cache", &cacheInfo)
+	if err != nil {
+		return err
+	}
+
+	cacheInfo.BucketName = bucketName
+	cacheInfo.Region = region
+	viper.Set("cache", cacheInfo)
+	err = viper.WriteConfig()
+	if err != nil {
+		return err
+	}
+	return nil
+}
+
+func RemoveRemoteCache(bucketName string) error {
+	var cacheInfo CacheProvider
+	err := viper.UnmarshalKey("cache", &cacheInfo)
+	if err != nil {
+		return status.Error(codes.Internal, "cache unmarshal")
+	}
+	if cacheInfo.BucketName == "" {
+		return status.Error(codes.Internal, "no cache configured")
+	}
+
+	cacheInfo = CacheProvider{}
+	viper.Set("cache", cacheInfo)
+	err = viper.WriteConfig()
+	if err != nil {
+		return status.Error(codes.Internal, "unable to write config")
+	}
+
+	return nil
+
+}

pkg/cache/file_based.go

@@ -19,6 +19,25 @@ func (f *FileBasedCache) IsCacheDisabled() bool {
 	return f.noCache
 }
 
+func (*FileBasedCache) List() ([]string, error) {
+	path, err := xdg.CacheFile("k8sgpt")
+	if err != nil {
+		return nil, err
+	}
+
+	files, err := os.ReadDir(path)
+	if err != nil {
+		return nil, err
+	}
+
+	var result []string
+	for _, file := range files {
+		result = append(result, file.Name())
+	}
+
+	return result, nil
+}
+
 func (*FileBasedCache) Exists(key string) bool {
 	path, err := xdg.CacheFile(filepath.Join("k8sgpt", key))
 

pkg/cache/s3_based.go

@@ -0,0 +1,115 @@
+package cache
+
+import (
+	"bytes"
+
+	"github.com/aws/aws-sdk-go/aws"
+	"github.com/aws/aws-sdk-go/aws/session"
+	"github.com/aws/aws-sdk-go/service/s3"
+	"github.com/spf13/viper"
+)
+
+// Generate ICache implementation
+type S3Cache struct {
+	noCache    bool
+	bucketName string
+	session    *s3.S3
+}
+
+func (s *S3Cache) Store(key string, data string) error {
+	// Store the object as a new file in the bucket with data as the content
+	_, err := s.session.PutObject(&s3.PutObjectInput{
+		Body:   aws.ReadSeekCloser(bytes.NewReader([]byte(data))),
+		Bucket: aws.String(s.bucketName),
+		Key:    aws.String(key),
+	})
+	return err
+
+}
+
+func (s *S3Cache) Load(key string) (string, error) {
+
+	// Retrieve the object from the bucket and load it into a string
+	result, err := s.session.GetObject(&s3.GetObjectInput{
+		Bucket: aws.String(s.bucketName),
+		Key:    aws.String(key),
+	})
+	if err != nil {
+		return "", err
+	}
+
+	buf := new(bytes.Buffer)
+	buf.ReadFrom(result.Body)
+	result.Body.Close()
+	return buf.String(), nil
+}
+
+func (s *S3Cache) List() ([]string, error) {
+
+	// List the files in the bucket
+	result, err := s.session.ListObjectsV2(&s3.ListObjectsV2Input{Bucket: aws.String(s.bucketName)})
+	if err != nil {
+		return nil, err
+	}
+
+	var keys []string
+	for _, item := range result.Contents {
+		keys = append(keys, *item.Key)
+	}
+
+	return keys, nil
+}
+
+func (s *S3Cache) Exists(key string) bool {
+	// Check if the object exists in the bucket
+	_, err := s.session.HeadObject(&s3.HeadObjectInput{
+		Bucket: aws.String(s.bucketName),
+		Key:    aws.String(key),
+	})
+	return err == nil
+
+}
+
+func (s *S3Cache) IsCacheDisabled() bool {
+	return s.noCache
+}
+
+func NewS3Cache(nocache bool) ICache {
+
+	var cache CacheProvider
+	err := viper.UnmarshalKey("cache", &cache)
+	if err != nil {
+		panic(err)
+	}
+	if cache.BucketName == "" {
+		panic("Bucket name not configured")
+	}
+	if cache.Region == "" {
+		panic("Region not configured")
+	}
+
+	sess := session.Must(session.NewSessionWithOptions(session.Options{
+		SharedConfigState: session.SharedConfigEnable,
+		Config: aws.Config{
+			Region: aws.String(cache.Region),
+		},
+	}))
+
+	s := s3.New(sess)
+
+	// Check if the bucket exists, if not create it
+	_, err = s.HeadBucket(&s3.HeadBucketInput{
+		Bucket: aws.String(cache.BucketName),
+	})
+	if err != nil {
+		_, _ = s.CreateBucket(&s3.CreateBucketInput{
+			Bucket: aws.String(cache.BucketName),
+		})
+	}
+
+	return &S3Cache{
+		noCache:    nocache,
+		session:    s,
+		bucketName: cache.BucketName,
+	}
+}

pkg/common/types.go

@@ -17,8 +17,10 @@ import (
 	"context"
 
 	trivy "github.com/aquasecurity/trivy-operator/pkg/apis/aquasecurity/v1alpha1"
+	openapi_v2 "github.com/google/gnostic/openapiv2"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
+	regv1 "k8s.io/api/admissionregistration/v1"
 	appsv1 "k8s.io/api/apps/v1"
 	autov1 "k8s.io/api/autoscaling/v1"
 	v1 "k8s.io/api/core/v1"
@@ -31,12 +33,13 @@ type IAnalyzer interface {
 }
 
 type Analyzer struct {
-	Client      *kubernetes.Client
-	Context     context.Context
-	Namespace   string
-	AIClient    ai.IAI
-	PreAnalysis map[string]PreAnalysis
-	Results     []Result
+	Client        *kubernetes.Client
+	Context       context.Context
+	Namespace     string
+	AIClient      ai.IAI
+	PreAnalysis   map[string]PreAnalysis
+	Results       []Result
+	OpenapiSchema *openapi_v2.Document
 }
 
 type PreAnalysis struct {
@@ -52,8 +55,11 @@ type PreAnalysis struct {
 	StatefulSet              appsv1.StatefulSet
 	NetworkPolicy            networkv1.NetworkPolicy
 	Node                     v1.Node
+	ValidatingWebhook        regv1.ValidatingWebhookConfiguration
+	MutatingWebhook          regv1.MutatingWebhookConfiguration
 	// Integrations
 	TrivyVulnerabilityReport trivy.VulnerabilityReport
+	TrivyConfigAuditReport   trivy.ConfigAuditReport
 }
 
 type Result struct {
@@ -65,8 +71,9 @@ type Result struct {
 }
 
 type Failure struct {
-	Text      string
-	Sensitive []Sensitive
+	Text          string
+	KubernetesDoc string
+	Sensitive     []Sensitive
 }
 
 type Sensitive struct {

pkg/integration/integration.go

@@ -15,10 +15,8 @@ package integration
 
 import (
 	"errors"
-	"os"
-	"strings"
+	"fmt"
 
-	"github.com/fatih/color"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/integration/trivy"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
@@ -32,10 +30,12 @@ type IIntegration interface {
 	UnDeploy(namespace string) error
 	//
 	AddAnalyzer(*map[string]common.IAnalyzer)
-	// RemoveAnalyzer removes an analyzer from the cluster
-	RemoveAnalyzer() error
 
-	GetAnalyzerName() string
+	GetAnalyzerName() []string
+	// An integration must keep record of its deployed namespace (if not using --no-install)
+	GetNamespace() (string, error)
+
+	OwnsAnalyzer(string) bool
 
 	IsActivate() bool
 }
@@ -66,33 +66,37 @@ func (*Integration) Get(name string) (IIntegration, error) {
 	return integrations[name], nil
 }
 
-func (*Integration) Activate(name string, namespace string) error {
+func (i *Integration) AnalyzerByIntegration(input string) (string, error) {
+
+	for _, name := range i.List() {
+		if integ, err := i.Get(name); err == nil {
+			if integ.OwnsAnalyzer(input) {
+				return name, nil
+			}
+		}
+	}
+	return "", errors.New("analyzerbyintegration: no matches found")
+}
+
+func (*Integration) Activate(name string, namespace string, activeFilters []string, skipInstall bool) error {
 	if _, ok := integrations[name]; !ok {
 		return errors.New("integration not found")
 	}
 
-	// Update filters
-	activeFilters := viper.GetStringSlice("active_filters")
-
-	mergedFilters := append(activeFilters, integrations[name].GetAnalyzerName())
-
-	uniqueFilters, dupplicatedFilters := util.RemoveDuplicates(mergedFilters)
-
-	// Verify dupplicate
-	if len(dupplicatedFilters) != 0 {
-		color.Red("Integration already activated : %s", strings.Join(dupplicatedFilters, ", "))
-		os.Exit(1)
+	if !skipInstall {
+		if err := integrations[name].Deploy(namespace); err != nil {
+			return err
+		}
 	}
+	mergedFilters := activeFilters
+	mergedFilters = append(mergedFilters, integrations[name].GetAnalyzerName()...)
+	uniqueFilters, _ := util.RemoveDuplicates(mergedFilters)
 
 	viper.Set("active_filters", uniqueFilters)
 
-	if err := integrations[name].Deploy(namespace); err != nil {
-		return err
-	}
-
 	if err := viper.WriteConfig(); err != nil {
-		color.Red("Error writing config file: %s", err.Error())
-		os.Exit(1)
+		return fmt.Errorf("error writing config file: %s", err.Error())
+
 	}
 
 	return nil
@@ -105,19 +109,14 @@ func (*Integration) Deactivate(name string, namespace string) error {
 
 	activeFilters := viper.GetStringSlice("active_filters")
 
-	// Update filters
-	// This might be a bad idea, but we cannot reference analyzer here
-	foundFilter := false
-	for i, v := range activeFilters {
-		if v == integrations[name].GetAnalyzerName() {
-			foundFilter = true
-			activeFilters = append(activeFilters[:i], activeFilters[i+1:]...)
-			break
+	// Update filters and remove the specific filters for the integration
+	for _, filter := range integrations[name].GetAnalyzerName() {
+		for x, af := range activeFilters {
+			if af == filter {
+				activeFilters = append(activeFilters[:x], activeFilters[x+1:]...)
+			}
 		}
-	}
-	if !foundFilter {
-		color.Red("Ingregation %s does not exist in configuration file. Please use k8sgpt integration add.", name)
-		os.Exit(1)
+
 	}
 
 	if err := integrations[name].UnDeploy(namespace); err != nil {
@@ -127,8 +126,8 @@ func (*Integration) Deactivate(name string, namespace string) error {
 	viper.Set("active_filters", activeFilters)
 
 	if err := viper.WriteConfig(); err != nil {
-		color.Red("Error writing config file: %s", err.Error())
-		os.Exit(1)
+		return fmt.Errorf("error writing config file: %s", err.Error())
+
 	}
 
 	return nil

pkg/integration/trivy/analyzer.go

@@ -15,6 +15,7 @@ package trivy
 
 import (
 	"fmt"
+	"strings"
 
 	"github.com/aquasecurity/trivy-operator/pkg/apis/aquasecurity/v1alpha1"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
@@ -23,10 +24,11 @@ import (
 )
 
 type TrivyAnalyzer struct {
+	vulernabilityReportAnalysis bool
+	configAuditReportAnalysis   bool
 }
 
-func (TrivyAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
-
+func (TrivyAnalyzer) analyzeVulnerabilityReports(a common.Analyzer) ([]common.Result, error) {
 	// Get all trivy VulnerabilityReports
 	result := &v1alpha1.VulnerabilityReportList{}
 
@@ -40,7 +42,7 @@ func (TrivyAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 	if err != nil {
 		return nil, err
 	}
-	err = restClient.Get().Resource("vulnerabilityreports").Do(a.Context).Into(result)
+	err = restClient.Get().Resource("vulnerabilityreports").Namespace(a.Namespace).Do(a.Context).Into(result)
 	if err != nil {
 		return nil, err
 	}
@@ -84,4 +86,96 @@ func (TrivyAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 	}
 
 	return a.Results, nil
+
+}
+
+func (t TrivyAnalyzer) analyzeConfigAuditReports(a common.Analyzer) ([]common.Result, error) {
+	// Get all trivy ConfigAuditReports
+	result := &v1alpha1.ConfigAuditReportList{}
+
+	config := a.Client.GetConfig()
+	// Add group version to sceheme
+	config.ContentConfig.GroupVersion = &v1alpha1.SchemeGroupVersion
+	config.UserAgent = rest.DefaultKubernetesUserAgent()
+	config.APIPath = "/apis"
+
+	restClient, err := rest.UnversionedRESTClientFor(config)
+	if err != nil {
+		return nil, err
+	}
+	err = restClient.Get().Resource("configauditreports").Namespace(a.Namespace).Do(a.Context).Into(result)
+	if err != nil {
+		return nil, err
+	}
+
+	// Find criticals and get CVE
+	var preAnalysis = map[string]common.PreAnalysis{}
+
+	for _, report := range result.Items {
+
+		// For each k8s resources there may be multiple checks
+		var failures []common.Failure
+		for _, check := range report.Report.Checks {
+			if check.Severity == "MEDIUM" || check.Severity == "HIGH" || check.Severity == "CRITICAL" {
+				failures = append(failures, common.Failure{
+					Text: fmt.Sprintf("Config issue with severity \"%s\" found: %s", check.Severity, strings.Join(check.Messages, "")),
+					Sensitive: []common.Sensitive{
+						{
+							Unmasked: report.Labels["trivy-operator.resource.name"],
+							Masked:   util.MaskString(report.Labels["trivy-operator.resource.name"]),
+						},
+						{
+							Unmasked: report.Labels["trivy-operator.resource.namespace"],
+							Masked:   util.MaskString(report.Labels["trivy-operator.resource.namespace"]),
+						},
+					},
+				})
+			}
+		}
+
+		if len(failures) > 0 {
+			preAnalysis[fmt.Sprintf("%s/%s", report.Labels["trivy-operator.resource.namespace"],
+				report.Labels["trivy-operator.resource.name"])] = common.PreAnalysis{
+				TrivyConfigAuditReport: report,
+				FailureDetails:         failures,
+			}
+		}
+	}
+
+	for key, value := range preAnalysis {
+		var currentAnalysis = common.Result{
+			Kind:  "ConfigAuditReport",
+			Name:  key,
+			Error: value.FailureDetails,
+		}
+
+		parent, _ := util.GetParent(a.Client, value.TrivyConfigAuditReport.ObjectMeta)
+		currentAnalysis.ParentObject = parent
+		a.Results = append(a.Results, currentAnalysis)
+	}
+
+	return a.Results, nil
+}
+
+func (t TrivyAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
+
+	if t.vulernabilityReportAnalysis {
+		common := make([]common.Result, 0)
+		vresult, err := t.analyzeVulnerabilityReports(a)
+		if err != nil {
+			return nil, err
+		}
+		common = append(common, vresult...)
+		return common, nil
+	}
+	if t.configAuditReportAnalysis {
+		common := make([]common.Result, 0)
+		cresult, err := t.analyzeConfigAuditReports(a)
+		if err != nil {
+			return nil, err
+		}
+		common = append(common, cresult...)
+		return common, nil
+	}
+	return make([]common.Result, 0), nil
 }

pkg/integration/trivy/trivy.go

@@ -16,6 +16,8 @@ package trivy
 import (
 	"context"
 	"fmt"
+	"google.golang.org/grpc/codes"
+	"google.golang.org/grpc/status"
 
 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
 	helmclient "github.com/mittwald/go-helm-client"
@@ -44,10 +46,36 @@ func NewTrivy() *Trivy {
 	}
 }
 
-func (t *Trivy) GetAnalyzerName() string {
-	return "VulnerabilityReport"
+func (t *Trivy) GetAnalyzerName() []string {
+	return []string{
+		"VulnerabilityReport",
+		"ConfigAuditReport",
+	}
 }
 
+// This doesnt work
+func (t *Trivy) GetNamespace() (string, error) {
+	releases, err := t.helm.ListDeployedReleases()
+	if err != nil {
+		return "", err
+	}
+	for _, rel := range releases {
+		if rel.Name == ReleaseName {
+			return rel.Namespace, nil
+		}
+	}
+	return "", status.Error(codes.NotFound, "trivy release not found")
+}
+
+func (t *Trivy) OwnsAnalyzer(analyzer string) bool {
+
+	for _, a := range t.GetAnalyzerName() {
+		if analyzer == a {
+			return true
+		}
+	}
+	return false
+}
 func (t *Trivy) Deploy(namespace string) error {
 
 	// Add the repository
@@ -55,7 +83,6 @@ func (t *Trivy) Deploy(namespace string) error {
 		Name: RepoShortName,
 		URL:  Repo,
 	}
-
 	// Add a chart-repository to the client.
 	if err := t.helm.AddOrUpdateChartRepo(chartRepo); err != nil {
 		panic(err)
@@ -65,9 +92,12 @@ func (t *Trivy) Deploy(namespace string) error {
 		ReleaseName: ReleaseName,
 		ChartName:   fmt.Sprintf("%s/%s", RepoShortName, ChartName),
 		Namespace:   namespace,
-		UpgradeCRDs: true,
-		Wait:        false,
-		Timeout:     300,
+
+		//TODO: All of this should be configurable
+		UpgradeCRDs:     true,
+		Wait:            false,
+		Timeout:         300,
+		CreateNamespace: true,
 	}
 
 	// Install a chart release.
@@ -107,10 +137,11 @@ func (t *Trivy) IsActivate() bool {
 
 func (t *Trivy) AddAnalyzer(mergedMap *map[string]common.IAnalyzer) {
 
-	(*mergedMap)["VulnerabilityReport"] = &TrivyAnalyzer{}
+	(*mergedMap)["VulnerabilityReport"] = &TrivyAnalyzer{
+		vulernabilityReportAnalysis: true,
+	}
+	(*mergedMap)["ConfigAuditReport"] = &TrivyAnalyzer{
+		configAuditReportAnalysis: true,
+	}
 
 }
-
-func (t *Trivy) RemoveAnalyzer() error {
-	return nil
-}

pkg/kubernetes/apireference.go

@@ -0,0 +1,70 @@
+package kubernetes
+
+import (
+	"fmt"
+	"strings"
+
+	openapi_v2 "github.com/google/gnostic/openapiv2"
+)
+
+func (k *K8sApiReference) GetApiDocV2(field string) string {
+	startPoint := ""
+	// the path must be formated like "path1.path2.path3"
+	paths := strings.Split(field, ".")
+	group := strings.Split(k.ApiVersion.Group, ".")
+	definitions := k.OpenapiSchema.GetDefinitions().GetAdditionalProperties()
+
+	// extract the startpoint by searching the highest leaf corresponding to the requested group qnd kind
+	for _, prop := range definitions {
+		if strings.HasSuffix(prop.GetName(), fmt.Sprintf("%s.%s.%s", group[0], k.ApiVersion.Version, k.Kind)) {
+			startPoint = prop.GetName()
+
+			break
+		}
+	}
+
+	// recursively parse the definitions to find the description of the latest part of the given path
+	description := k.recursePath(definitions, startPoint, paths)
+
+	return description
+}
+
+func (k *K8sApiReference) recursePath(definitions []*openapi_v2.NamedSchema, leaf string, paths []string) string {
+	description := ""
+
+	for _, prop := range definitions {
+		// search the requested leaf
+		if prop.GetName() == leaf {
+			for _, addProp := range prop.GetValue().GetProperties().GetAdditionalProperties() {
+				// search the additional property of the leaf corresponding the current path
+				if addProp.GetName() == paths[0] {
+					// the last path or the path is string, we get the description and we go out
+					if len(paths) == 1 || addProp.GetValue().GetType().String() == "value:\"string\"" {
+						// extract the path description as we are at the end of the paths
+						description = addProp.GetValue().Description
+					} else {
+						// the path is an object, we extract the xref
+						if addProp.GetValue().GetXRef() != "" {
+							splitRef := strings.Split(addProp.GetValue().GetXRef(), "/")
+							reducedPaths := paths[1:]
+							description = k.recursePath(definitions, splitRef[len(splitRef)-1], reducedPaths)
+						}
+
+						// the path is an array, we take the first xref from the items
+						if len(addProp.GetValue().GetItems().GetSchema()) == 1 {
+							splitRef := strings.Split(addProp.GetValue().GetItems().GetSchema()[0].GetXRef(), "/")
+							reducedPaths := paths[1:]
+							description = k.recursePath(definitions, splitRef[len(splitRef)-1], reducedPaths)
+						}
+					}
+
+					break
+				}
+			}
+
+			break
+		}
+	}
+
+	return description
+}

pkg/kubernetes/kubernetes.go

@@ -22,12 +22,6 @@ import (
 	"k8s.io/kubectl/pkg/scheme"
 )
 
-type Client struct {
-	Client     kubernetes.Interface
-	RestClient rest.Interface
-	Config     *rest.Config
-}
-
 func (c *Client) GetConfig() *rest.Config {
 	return c.Config
 }
@@ -43,7 +37,7 @@ func (c *Client) GetRestClient() rest.Interface {
 func NewClient(kubecontext string, kubeconfig string) (*Client, error) {
 	var config *rest.Config
 	config, err := rest.InClusterConfig()
-	if err != nil {
+	if kubeconfig != "" || err != nil {
 		loadingRules := clientcmd.NewDefaultClientConfigLoadingRules()
 
 		if kubeconfig != "" {
@@ -74,9 +68,15 @@ func NewClient(kubecontext string, kubeconfig string) (*Client, error) {
 		return nil, err
 	}
 
+	serverVersion, err := clientSet.ServerVersion()
+	if err != nil {
+		return nil, err
+	}
+
 	return &Client{
-		Client:     clientSet,
-		RestClient: restClient,
-		Config:     config,
+		Client:        clientSet,
+		RestClient:    restClient,
+		Config:        config,
+		ServerVersion: serverVersion,
 	}, nil
 }

pkg/kubernetes/types.go

@@ -0,0 +1,22 @@
+package kubernetes
+
+import (
+	openapi_v2 "github.com/google/gnostic/openapiv2"
+	"k8s.io/apimachinery/pkg/runtime/schema"
+	"k8s.io/apimachinery/pkg/version"
+	"k8s.io/client-go/kubernetes"
+	"k8s.io/client-go/rest"
+)
+
+type Client struct {
+	Client        kubernetes.Interface
+	RestClient    rest.Interface
+	Config        *rest.Config
+	ServerVersion *version.Info
+}
+
+type K8sApiReference struct {
+	ApiVersion    schema.GroupVersion
+	Kind          string
+	OpenapiSchema *openapi_v2.Document
+}

pkg/server/README.md

@@ -0,0 +1,30 @@
+# serve
+
+The serve commands allow you to run k8sgpt in a grpc server mode.
+This would be enabled typically through `k8sgpt serve` and is how the in-cluster k8sgpt deployment functions when managed by the [k8sgpt-operator](https://github.com/k8sgpt-ai/k8sgpt-operator)
+
+The grpc interface that is served is hosted on [buf](https://buf.build/k8sgpt-ai/schemas) and the repository for this is [here](https://github.com/k8sgpt-ai/schemas)
+
+## grpcurl
+
+A fantastic tool for local debugging and development is `grpcurl` 
+It allows you to form curl like requests that are http2
+e.g. 
+
+```
+grpcurl -plaintext -d '{"namespace": "k8sgpt", "explain" : "true"}' localhost:8080 schema.v1.ServerService/Analyze
+```
+
+```
+grpcurl -plaintext  localhost:8080 schema.v1.ServerService/ListIntegrations 
+{
+  "integrations": [
+    "trivy"
+  ]
+}
+
+```
+
+```
+grpcurl -plaintext -d '{"integrations":{"trivy":{"enabled":"true","namespace":"default","skipInstall":"false"}}}' localhost:8080 schema.v1.ServerService/AddConfig
+```

pkg/server/analyze.go

@@ -0,0 +1,61 @@
+package server
+
+import (
+	"context"
+	json "encoding/json"
+
+	schemav1 "buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go/schema/v1"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/analysis"
+)
+
+func (h *handler) Analyze(ctx context.Context, i *schemav1.AnalyzeRequest) (
+	*schemav1.AnalyzeResponse,
+	error,
+) {
+	if i.Output == "" {
+		i.Output = "json"
+	}
+
+	if i.Backend == "" {
+		i.Backend = "openai"
+	}
+
+	if int(i.MaxConcurrency) == 0 {
+		i.MaxConcurrency = 10
+	}
+
+	config, err := analysis.NewAnalysis(
+		i.Backend,
+		i.Language,
+		i.Filters,
+		i.Namespace,
+		i.Nocache,
+		i.Explain,
+		int(i.MaxConcurrency),
+		false, // Kubernetes Doc disabled in server mode
+	)
+	if err != nil {
+		return &schemav1.AnalyzeResponse{}, err
+	}
+	config.RunAnalysis()
+
+	if i.Explain {
+		err := config.GetAIResults(i.Output, i.Anonymize)
+		if err != nil {
+			return &schemav1.AnalyzeResponse{}, err
+		}
+	}
+
+	out, err := config.PrintOutput(i.Output)
+	if err != nil {
+		return &schemav1.AnalyzeResponse{}, err
+	}
+	var obj schemav1.AnalyzeResponse
+
+	err = json.Unmarshal(out, &obj)
+	if err != nil {
+		return &schemav1.AnalyzeResponse{}, err
+	}
+
+	return &obj, nil
+}

pkg/server/config.go

@@ -0,0 +1,46 @@
+package server
+
+import (
+	schemav1 "buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go/schema/v1"
+	"context"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
+	"google.golang.org/grpc/codes"
+	"google.golang.org/grpc/status"
+)
+
+func (h *handler) AddConfig(ctx context.Context, i *schemav1.AddConfigRequest) (*schemav1.AddConfigResponse, error,
+) {
+
+	resp, err := h.syncIntegration(ctx, i)
+	if err != nil {
+		return resp, err
+	}
+
+	if i.Cache != nil {
+		// Remote cache
+		if i.Cache.BucketName == "" || i.Cache.Region == "" {
+			return resp, status.Error(codes.InvalidArgument, "cache arguments")
+		}
+
+		err := cache.AddRemoteCache(i.Cache.BucketName, i.Cache.Region)
+		if err != nil {
+			return resp, err
+		}
+	}
+	return resp, nil
+}
+
+func (h *handler) RemoveConfig(ctx context.Context, i *schemav1.RemoveConfigRequest) (*schemav1.RemoveConfigResponse, error,
+) {
+	err := cache.RemoveRemoteCache(i.Cache.BucketName)
+	if err != nil {
+		return &schemav1.RemoveConfigResponse{}, err
+	}
+
+	// Remove any integrations is a TBD as it would be nice to make this more granular
+	// Currently integrations can be removed in the AddConfig sync
+
+	return &schemav1.RemoveConfigResponse{
+		Status: "Successfully removed the remote cache",
+	}, nil
+}

pkg/server/handler.go

@@ -0,0 +1,9 @@
+package server
+
+import (
+	rpc "buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go/schema/v1/schemav1grpc"
+)
+
+type handler struct {
+	rpc.UnimplementedServerServiceServer
+}

pkg/server/integration.go

@@ -0,0 +1,144 @@
+package server
+
+import (
+	schemav1 "buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go/schema/v1"
+	"context"
+	"fmt"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/analyzer"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/integration"
+	"github.com/spf13/viper"
+	"google.golang.org/grpc/codes"
+	"google.golang.org/grpc/status"
+)
+
+const (
+	trivyName = "trivy"
+)
+
+// syncIntegration is aware of the following events
+// A new integration added
+// An integration removed from the Integration block
+func (h *handler) syncIntegration(ctx context.Context,
+	i *schemav1.AddConfigRequest) (*schemav1.AddConfigResponse, error,
+) {
+	response := &schemav1.AddConfigResponse{}
+	integrationProvider := integration.NewIntegration()
+	if i.Integrations == nil {
+		// If there are locally activate integrations, disable them
+		err := h.deactivateAllIntegrations(integrationProvider)
+		if err != nil {
+			return response, status.Error(codes.NotFound, "deactivation error")
+		}
+		return response, nil
+	}
+	coreFilters, _, _ := analyzer.ListFilters()
+	// Update filters
+	activeFilters := viper.GetStringSlice("active_filters")
+	if len(activeFilters) == 0 {
+		activeFilters = coreFilters
+	}
+	var err error = status.Error(codes.OK, "")
+	deactivateFunc := func(integrationRef integration.IIntegration) error {
+		namespace, err := integrationRef.GetNamespace()
+		if err != nil {
+			return err
+		}
+		err = integrationProvider.Deactivate(trivyName, namespace)
+		if err != nil {
+			return status.Error(codes.NotFound, "integration already deactivated")
+		}
+		return nil
+	}
+	integrationRef, err := integrationProvider.Get(trivyName)
+	if err != nil {
+		return response, status.Error(codes.NotFound, "provider get failure")
+	}
+	if i.Integrations.Trivy != nil {
+		switch i.Integrations.Trivy.Enabled {
+		case true:
+			if b, err := integrationProvider.IsActivate(trivyName); err != nil {
+				return response, status.Error(codes.Internal, "integration activation error")
+			} else {
+				if !b {
+					err := integrationProvider.Activate(trivyName, i.Integrations.Trivy.Namespace,
+						activeFilters, i.Integrations.Trivy.SkipInstall)
+					if err != nil {
+						return nil, err
+					}
+				} else {
+					return response, status.Error(codes.AlreadyExists, "integration already active")
+				}
+			}
+		case false:
+			err = deactivateFunc(integrationRef)
+			if err != nil {
+				return nil, err
+			}
+			// This break is included purely for static analysis to pass
+		}
+	} else {
+		// If Trivy has been removed, disable it
+		err = deactivateFunc(integrationRef)
+		if err != nil {
+			return nil, err
+		}
+	}
+
+	return response, err
+}
+
+func (*handler) ListIntegrations(ctx context.Context, req *schemav1.ListIntegrationsRequest) (*schemav1.ListIntegrationsResponse, error) {
+
+	integrationProvider := integration.NewIntegration()
+	// Update the requester with the status of Trivy
+	trivy, err := integrationProvider.Get(trivyName)
+	active := trivy.IsActivate()
+	var skipInstall bool
+	var namespace string = ""
+	if active {
+		namespace, err = trivy.GetNamespace()
+		if err != nil {
+			return nil, status.Error(codes.NotFound, "namespace not found")
+		}
+		if namespace == "" {
+			skipInstall = true
+		}
+	}
+
+	if err != nil {
+		return nil, status.Error(codes.NotFound, "trivy integration")
+	}
+	resp := &schemav1.ListIntegrationsResponse{
+		Trivy: &schemav1.Trivy{
+			Enabled:     active,
+			Namespace:   namespace,
+			SkipInstall: skipInstall,
+		},
+	}
+
+	return resp, nil
+}
+
+func (*handler) deactivateAllIntegrations(integrationProvider *integration.Integration) error {
+	integrations := integrationProvider.List()
+	for _, i := range integrations {
+		b, _ := integrationProvider.IsActivate(i)
+		if b {
+			in, err := integrationProvider.Get(i)
+			namespace, err := in.GetNamespace()
+			if err != nil {
+				return err
+			}
+			if err == nil {
+				if namespace != "" {
+					integrationProvider.Deactivate(i, namespace)
+				} else {
+					fmt.Printf("Skipping deactivation of %s, not installed\n", i)
+				}
+			} else {
+				return err
+			}
+		}
+	}
+	return nil
+}

pkg/server/log.go

@@ -1,77 +1,52 @@
 package server
 
 import (
-	"bytes"
-	"net/http"
+	"context"
+	"fmt"
 	"time"
 
 	"go.uber.org/zap"
+	"google.golang.org/grpc"
+	"google.golang.org/grpc/peer"
+	"google.golang.org/grpc/status"
 )
 
-type loggingResponseWriter struct {
-	http.ResponseWriter
-	statusCode int
-	buf        *bytes.Buffer
-}
+func logInterceptor(logger *zap.Logger) grpc.UnaryServerInterceptor {
+	return func(ctx context.Context, req interface{}, info *grpc.UnaryServerInfo, handler grpc.UnaryHandler) (interface{}, error) {
+		start := time.Now()
 
-func NewLoggingResponseWriter(w http.ResponseWriter) *loggingResponseWriter {
-	return &loggingResponseWriter{
-		w,
-		http.StatusOK,
-		&bytes.Buffer{},
+		// Call the handler to execute the gRPC request
+		response, err := handler(ctx, req)
+
+		duration := time.Since(start).Milliseconds()
+		fields := []zap.Field{
+			zap.Int64("duration_ms", duration),
+			zap.String("method", info.FullMethod),
+			zap.Any("request", req),
+		}
+		// Get the remote address from the context
+		peer, ok := peer.FromContext(ctx)
+		if ok {
+			fields = append(fields, zap.String("remote_addr", peer.Addr.String()))
+		}
+
+		if err != nil {
+			fields = append(fields, zap.Int32("status_code", int32(status.Code(err))))
+		}
+		message := "request completed"
+		if err != nil {
+			message = fmt.Sprintf("request failed. %s", err.Error())
+		}
+		logRequest(logger, fields, int(status.Code(err)), message)
+
+		return response, err
 	}
 }
 
-func (lrw *loggingResponseWriter) WriteHeader(code int) {
-	lrw.statusCode = code
-	lrw.ResponseWriter.WriteHeader(code)
-}
-
-func (lrw *loggingResponseWriter) Write(b []byte) (int, error) {
-	return lrw.buf.Write(b)
-}
-
-func (lrw *loggingResponseWriter) Flush() {
-	if f, ok := lrw.ResponseWriter.(http.Flusher); ok {
-		f.Flush()
-	}
-	lrw.ResponseWriter.Write(lrw.buf.Bytes())
-}
-
 func logRequest(logger *zap.Logger, fields []zap.Field, statusCode int, message string) {
 	if statusCode >= 400 {
 		logger.Error(message, fields...)
 	} else {
-		logger.Info("request completed", fields...)
+		logger.Info(message, fields...)
 	}
 }
-
-func loggingMiddleware(next http.Handler) http.Handler {
-	config := zap.NewProductionConfig()
-	config.DisableCaller = true
-	logger, err := config.Build()
-	if err != nil {
-		panic(err)
-	}
-	defer logger.Sync()
-
-	return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
-		lrw := NewLoggingResponseWriter(w)
-		start := time.Now()
-		defer func() {
-			duration := time.Since(start).Milliseconds()
-			fields := []zap.Field{
-				zap.Int64("duration_ms", duration),
-				zap.String("method", r.Method),
-				zap.String("remote_addr", r.RemoteAddr),
-				zap.Int("status_code", lrw.statusCode),
-				zap.String("url", r.URL.Path),
-			}
-			logRequest(logger, fields, lrw.statusCode, lrw.buf.String())
-		}()
-
-		next.ServeHTTP(lrw, r)
-
-		lrw.Flush()
-	})
-}

pkg/server/server.go

@@ -15,23 +15,33 @@ package server
 
 import (
 	json "encoding/json"
+	"errors"
 	"fmt"
+	"net"
 	"net/http"
 	"strconv"
 	"strings"
+	"time"
 
-	"github.com/fatih/color"
-	"github.com/k8sgpt-ai/k8sgpt/pkg/analysis"
+	rpc "buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go/schema/v1/schemav1grpc"
 	"github.com/prometheus/client_golang/prometheus/promhttp"
+	"go.uber.org/zap"
+
+	"google.golang.org/grpc"
+	"google.golang.org/grpc/reflection"
 )
 
 type Config struct {
 	Port           string
+	MetricsPort    string
 	Backend        string
 	Key            string
 	Token          string
 	Output         string
 	maxConcurrency int
+	Handler        *handler
+	Logger         *zap.Logger
+	metricsServer  *http.Server
 }
 
 type Health struct {
@@ -46,66 +56,46 @@ var health = Health{
 	Failure: 0,
 }
 
-type Result struct {
-	Analysis []analysis.Analysis `json:"analysis"`
-}
-
-func (s *Config) analyzeHandler(w http.ResponseWriter, r *http.Request) {
-	namespace := r.URL.Query().Get("namespace")
-	explain := getBoolParam(r.URL.Query().Get("explain"))
-	anonymize := getBoolParam(r.URL.Query().Get("anonymize"))
-	nocache := getBoolParam(r.URL.Query().Get("nocache"))
-	language := r.URL.Query().Get("language")
-
-	var err error
-	s.maxConcurrency, err = strconv.Atoi(r.URL.Query().Get("maxConcurrency"))
-	if err != nil {
-		s.maxConcurrency = 10
-	}
-	s.Output = r.URL.Query().Get("output")
-
-	if s.Output == "" {
-		s.Output = "json"
-	}
-
-	config, err := analysis.NewAnalysis(s.Backend, language, []string{}, namespace, nocache, explain, s.maxConcurrency)
-	if err != nil {
-		health.Failure++
-		http.Error(w, err.Error(), http.StatusInternalServerError)
-		return
-	}
-
-	config.RunAnalysis()
-
-	if explain {
-		err := config.GetAIResults(s.Output, anonymize)
-		if err != nil {
-			health.Failure++
-			http.Error(w, err.Error(), http.StatusInternalServerError)
-			return
-		}
-	}
-
-	out, err := config.PrintOutput(s.Output)
-	if err != nil {
-		health.Failure++
-		http.Error(w, err.Error(), http.StatusInternalServerError)
-		return
-	}
-
-	health.Success++
-	fmt.Fprintf(w, string(out))
-}
-
 func (s *Config) Serve() error {
-	handler := loggingMiddleware(http.DefaultServeMux)
-	http.Handle("/metrics", promhttp.Handler())
-	http.HandleFunc("/analyze", s.analyzeHandler)
-	http.HandleFunc("/healthz", s.healthzHandler)
-	color.Green("Starting server on port %s", s.Port)
-	err := http.ListenAndServe(":"+s.Port, handler)
+
+	var lis net.Listener
+	var err error
+	address := fmt.Sprintf(":%s", s.Port)
+	lis, err = net.Listen("tcp", address)
 	if err != nil {
-		fmt.Printf("error starting server: %s\n", err)
+		return err
+	}
+	s.Logger.Info(fmt.Sprintf("binding api to %s", s.Port))
+	grpcServerUnaryInterceptor := grpc.UnaryInterceptor(logInterceptor(s.Logger))
+	grpcServer := grpc.NewServer(grpcServerUnaryInterceptor)
+	reflection.Register(grpcServer)
+	rpc.RegisterServerServiceServer(grpcServer, s.Handler)
+	if err := grpcServer.Serve(
+		lis,
+	); err != nil && !errors.Is(err, http.ErrServerClosed) {
+		return err
+	}
+
+	return nil
+}
+
+func (s *Config) ServeMetrics() error {
+	s.Logger.Info(fmt.Sprintf("binding metrics to %s", s.MetricsPort))
+	s.metricsServer = &http.Server{
+		ReadHeaderTimeout: 3 * time.Second,
+		Addr:              fmt.Sprintf(":%s", s.MetricsPort),
+	}
+	s.metricsServer.Handler = http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/healthz":
+			w.WriteHeader(http.StatusOK)
+		case "/metrics":
+			promhttp.Handler().ServeHTTP(w, r)
+		default:
+			w.WriteHeader(http.StatusNotFound)
+		}
+	})
+	if err := s.metricsServer.ListenAndServe(); err != nil && !errors.Is(err, http.ErrServerClosed) {
 		return err
 	}
 	return nil
@@ -117,7 +107,7 @@ func (s *Config) healthzHandler(w http.ResponseWriter, r *http.Request) {
 		http.Error(w, err.Error(), http.StatusInternalServerError)
 		return
 	}
-	fmt.Fprintf(w, string(js))
+	fmt.Fprint(w, string(js))
 }
 
 func getBoolParam(param string) bool {

pkg/util/util.go

@@ -15,12 +15,12 @@ package util
 
 import (
 	"context"
+	"crypto/rand"
 	"crypto/sha256"
 	"encoding/base64"
 	"encoding/hex"
 	"errors"
 	"fmt"
-	"math/rand"
 	"os"
 	"regexp"
 
@@ -94,6 +94,26 @@ func GetParent(client *kubernetes.Client, meta metav1.ObjectMeta) (string, bool)
 					return GetParent(client, ds.ObjectMeta)
 				}
 				return "Ingress/" + ds.Name, false
+
+			case "MutatingWebhookConfiguration":
+				mw, err := client.GetClient().AdmissionregistrationV1().MutatingWebhookConfigurations().Get(context.Background(), owner.Name, metav1.GetOptions{})
+				if err != nil {
+					return "", false
+				}
+				if mw.OwnerReferences != nil {
+					return GetParent(client, mw.ObjectMeta)
+				}
+				return "MutatingWebhook/" + mw.Name, false
+
+			case "ValidatingWebhookConfiguration":
+				vw, err := client.GetClient().AdmissionregistrationV1().ValidatingWebhookConfigurations().Get(context.Background(), owner.Name, metav1.GetOptions{})
+				if err != nil {
+					return "", false
+				}
+				if vw.OwnerReferences != nil {
+					return GetParent(client, vw.ObjectMeta)
+				}
+				return "ValidatingWebhook/" + vw.Name, false
 			}
 		}
 	}
@@ -191,3 +211,11 @@ func EnsureDirExists(dir string) error {
 
 	return err
 }
+
+func MapToString(m map[string]string) string {
+	var result string
+	for k, v := range m {
+		result += fmt.Sprintf("%s=%s,", k, v)
+	}
+	return result[:len(result)-1]
+}

renovate.json

@@ -12,6 +12,11 @@
     "gomodMassage"
   ],
   "packageRules": [
+    {
+      "description": "Exclude retracted cohere-go versions: https://github.com/renovatebot/renovate/issues/13012",
+      "matchPackageNames": ["github.com/cohere-ai/cohere-go"],
+      "allowedVersions": "<1"
+    },
     {
       "matchUpdateTypes": ["minor", "patch"],
       "matchCurrentVersion": "!/^0/",
@@ -44,4 +49,4 @@
       ]
     }
   ]
-}
+}