chore(main): release 0.3.12 (#556 )

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
docs: fix readme for anonymization (#559 )
2026-03-19 11:33:08 +00:00 · 2023-07-19 20:20:36 +01:00 · 2023-07-19 18:30:46 +01:00 · 2023-07-19 18:25:27 +01:00 · 2023-07-19 16:28:45 +01:00 · 2023-07-18 20:57:14 +01:00
55 changed files with 1725 additions and 400 deletions
--- a/.github/workflows/build_container.yaml
+++ b/.github/workflows/build_container.yaml
@@ -33,7 +33,7 @@ jobs:

    steps:
      - name: Check out code
-        uses: actions/checkout@8e5e7e5ab8b370d6c329ec480221332ada57f0ab # v3
+        uses: actions/checkout@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 # v3

      - 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@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 # v3

      - name: Set up Docker Buildx
        id: buildx
-        uses: docker/setup-buildx-action@4b4e9c3e2d4531116a6f8ba8e71fc6e2cb6e6c8c # v2
+        uses: docker/setup-buildx-action@4c0219f9ac95b02789c1075625400b2acbff50b1 # v2

      - name: Build Docker Image
-        uses: docker/build-push-action@3b5e8027fcad23fda98b2e3ac259d8d67585f671 # v4
+        uses: docker/build-push-action@2eb1c1961a95fc15694676618e422e8ba1d63825 # v4
        with:
          context: .
          platforms: linux/amd64
@@ -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@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 # v3

      - name: Login to GitHub Container Registry
-        uses: docker/login-action@f4ef78c080cd8ba55a85445d5b36e214a81df20a # v2
+        uses: docker/login-action@465a07811f14bebb1938fbed4728c6a1ff8901fc # v2
        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@4c0219f9ac95b02789c1075625400b2acbff50b1 # v2

      - name: Build Docker Image
-        uses: docker/build-push-action@3b5e8027fcad23fda98b2e3ac259d8d67585f671 # v4
+        uses: docker/build-push-action@2eb1c1961a95fc15694676618e422e8ba1d63825 # v4
        with:
          context: .
          file: ./container/Dockerfile
--- a/.github/workflows/golangci_lint.yaml
+++ b/.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@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 # v3

      - name: golangci-lint
-        uses: reviewdog/action-golangci-lint@79d32f10b2ea0d4cebb755d849b048c4b40c3d50 # v2
+        uses: reviewdog/action-golangci-lint@22adb9d08853436506154413f5683c2e749d3b85 # v2
        with:
          github_token: ${{ secrets.GITHUB_TOKEN }}
          reporter: github-pr-check
--- a/.github/workflows/release.yaml
+++ b/.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@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 # v3

-      - uses: google-github-actions/release-please-action@c078ea33917ab8cfa5300e48f4b7e6b16606aede # v3
+      - uses: google-github-actions/release-please-action@8016a6649226f2ec88ed05441c11bb5410a22d29 # v3
        id: release
        with:
          command: manifest
@@ -41,7 +41,7 @@ jobs:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout
-        uses: actions/checkout@8e5e7e5ab8b370d6c329ec480221332ada57f0ab # v3
+        uses: actions/checkout@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 # v3
        with:
          fetch-depth: 0
      - name: Set up Go
@@ -49,9 +49,9 @@ jobs:
        with:
          go-version: '1.20'
      - name: Download Syft
-        uses: anchore/sbom-action/download-syft@4d571ad1038a9cc29d676154ef265ab8f9027042 # v0.14.2
+        uses: anchore/sbom-action/download-syft@78fc58e266e87a38d4194b2137a3d4e9bcaf7ca1 # v0.14.3
      - name: Run GoReleaser
-        uses: goreleaser/goreleaser-action@f82d6c1c344bcacabba2c841718984797f664a6b # v4
+        uses: goreleaser/goreleaser-action@336e29918d653399e599bfca99fadc1d7ffbc9f7 # v4
        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@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 # v3
        with:
          submodules: recursive

      - name: Set up Docker Buildx
        id: buildx
-        uses: docker/setup-buildx-action@4b4e9c3e2d4531116a6f8ba8e71fc6e2cb6e6c8c # v2
+        uses: docker/setup-buildx-action@4c0219f9ac95b02789c1075625400b2acbff50b1 # v2

      - name: Login to GitHub Container Registry
-        uses: docker/login-action@f4ef78c080cd8ba55a85445d5b36e214a81df20a # v2
+        uses: docker/login-action@465a07811f14bebb1938fbed4728c6a1ff8901fc # v2
        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@2eb1c1961a95fc15694676618e422e8ba1d63825 # v4
        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@4d571ad1038a9cc29d676154ef265ab8f9027042 # v0.14.2
+        uses: anchore/sbom-action@78fc58e266e87a38d4194b2137a3d4e9bcaf7ca1 # v0.14.3
        with:
          image: ${{ env.IMAGE_TAG }}
          artifact-name: sbom-${{ env.IMAGE_NAME }}
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -16,7 +16,7 @@ jobs:

    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@8e5e7e5ab8b370d6c329ec480221332ada57f0ab # v3
+      - uses: actions/checkout@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 # v3

      - name: Set up Go
        uses: actions/setup-go@fac708d6674e30b6ba41289acaab6d4b75aa0753 # v4
--- a/.release-please-manifest.json
+++ b/.release-please-manifest.json
@@ -1 +1 @@
-{".":"0.3.3"}
+{".":"0.3.12"}
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,197 @@
 # Changelog

+## [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)


--- a/README.md
+++ b/README.md
@@ -34,7 +34,7 @@ brew install k8sgpt
  **32 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.3/k8sgpt_386.rpm
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.12/k8sgpt_386.rpm
  sudo rpm -ivh k8sgpt_386.rpm
  ```
  <!---x-release-please-end-->
@@ -43,7 +43,7 @@ brew install k8sgpt

  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.3/k8sgpt_amd64.rpm
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.12/k8sgpt_amd64.rpm
  sudo rpm -ivh -i k8sgpt_amd64.rpm
  ```
  <!---x-release-please-end-->
@@ -55,7 +55,7 @@ brew install k8sgpt
  **32 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.3/k8sgpt_386.deb
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.12/k8sgpt_386.deb
  sudo dpkg -i k8sgpt_386.deb
  ```
  <!---x-release-please-end-->
@@ -63,7 +63,7 @@ brew install k8sgpt

  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.3/k8sgpt_amd64.deb
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.12/k8sgpt_amd64.deb
  sudo dpkg -i k8sgpt_amd64.deb
  ```
  <!---x-release-please-end-->
@@ -76,14 +76,14 @@ brew install k8sgpt
  **32 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.3/k8sgpt_386.apk
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.12/k8sgpt_386.apk
  apk add k8sgpt_386.apk
  ```
  <!---x-release-please-end-->
  **64 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.3/k8sgpt_amd64.apk
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.12/k8sgpt_amd64.apk
  apk add k8sgpt_amd64.apk
  ```
  <!---x-release-please-end-->x
@@ -128,6 +128,7 @@ _This mode of operation is ideal for continuous monitoring of your cluster and c
 * 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.
+* You also run `k8sgpt analyze --with-doc` (with or without the explain flag) to get the official documention from kubernetes.

 ## Analyzers

@@ -163,6 +164,7 @@ _Run a scan with the default analyzers_
 k8sgpt generate
 k8sgpt auth add
 k8sgpt analyze --explain
+k8sgpt analyze --explain --with-doc
 ```

 _Filter on resource_
@@ -224,12 +226,19 @@ k8sgpt filters remove [filter(s)]
 <details>

 <summary> Additional commands </summary>
+
 _List configured backends_

 ```
 k8sgpt auth list
 ```

+_Update configured backends_
+
+```
+k8sgpt auth update $MY_BACKEND1,$MY_BACKEND2..
+```
+
 _Remove configured backends_

 ```
@@ -279,7 +288,7 @@ curl -X GET "http://localhost:8080/analyze?namespace=k8sgpt&explain=false"
 <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 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).
@@ -290,10 +299,10 @@ To start the API server, follow the instruction in [LocalAI](https://github.com/

 ### Run k8sgpt

-To run k8sgpt, run `k8sgpt auth new` with the `localai` backend:
+To run k8sgpt, run `k8sgpt auth add` with the `localai` backend:

 ```
-k8sgpt auth new --backend localai --model <model_name> --baseurl http://localhost:8080/v1
+k8sgpt auth add --backend localai --model <model_name> --baseurl http://localhost:8080/v1
 ```

 Now you can analyze with the `localai` backend:
@@ -309,22 +318,43 @@ k8sgpt analyze --explain --backend localai

 <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 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:  
+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:  
+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>
@@ -365,6 +395,7 @@ With this option, the data is anonymized before being sent to the AI Backend. Du


 <summary> Anonymization </summary>
+
 1. Error reported during analysis:
 ```bash
 Error: HorizontalPodAutoscaler uses StatefulSet/fake-deployment as ScaleTargetRef which does not exist.
@@ -385,41 +416,91 @@ The Kubernetes system is trying to scale a StatefulSet named tGLcCRcHa1Ce5Rs usi
 The Kubernetes system is trying to scale a StatefulSet named fake-deployment using the HorizontalPodAutoscaler, but it cannot find the StatefulSet. The solution is to verify that the StatefulSet name is spelled correctly and exists in the same namespace as the HorizontalPodAutoscaler.
 ```

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

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

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

 Config file locations:
 | 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 prefered. 
+There may be scenarios where caching remotely is prefered.
 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
 ```
--- a/charts/k8sgpt/templates/deployment.yaml
+++ b/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
--- a/cmd/analyze/analyze.go
+++ b/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")
 }
--- a/cmd/auth/add.go
+++ b/cmd/auth/add.go
@@ -28,8 +28,8 @@ import (

 var addCmd = &cobra.Command{
 	Use:   "add",
-	Short: "Configure new provider",
-	Long:  "The new command allows to configure a new backend AI provider",
+	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" {
--- a/cmd/auth/auth.go
+++ b/cmd/auth/auth.go
@@ -50,4 +50,6 @@ func init() {
 	AuthCmd.AddCommand(removeCmd)
 	// add subcommand to set default backend provider
 	AuthCmd.AddCommand(defaultCmd)
+	// add subcommand to update backend provider
+	AuthCmd.AddCommand(updateCmd)
 }
--- a/cmd/auth/list.go
+++ b/cmd/auth/list.go
@@ -16,6 +16,8 @@ package auth
 import (
 	"fmt"
 	"os"
+	"strings"
+	"unicode/utf8"

 	"github.com/fatih/color"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
@@ -23,6 +25,9 @@ import (
 	"github.com/spf13/viper"
 )

+var details bool
+var userInput string
+
 var listCmd = &cobra.Command{
 	Use:   "list",
 	Short: "List configured providers",
@@ -36,6 +41,11 @@ var listCmd = &cobra.Command{
 			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 != "" {
@@ -44,7 +54,7 @@ var listCmd = &cobra.Command{
 			fmt.Printf("> %s\n", color.BlueString("openai"))
 		}

-		// Get list of all AI Backends and only print htem if they are not in the provider list
+		// 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
@@ -55,6 +65,13 @@ var listCmd = &cobra.Command{
 			}
 			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"))
@@ -71,3 +88,33 @@ var listCmd = &cobra.Command{
 		}
 	},
 }
+
+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)
+	}
+	switch userInput {
+	case "y":
+		if provider.Password != "" {
+			fmt.Printf("   - Password: %s\n", provider.Password)
+		}
+	case "n":
+		if provider.Password != "" {
+			nc := utf8.RuneCountInString(provider.Password)
+			newStr := strings.Repeat("*", nc)
+			fmt.Printf("   - Password: %s\n", newStr)
+		}
+	default:
+		break
+	}
+	if provider.Engine != "" {
+		fmt.Printf("   - Engine: %s\n", provider.Engine)
+	}
+	if provider.BaseURL != "" {
+		fmt.Printf("   - BaseURL: %s\n", provider.BaseURL)
+	}
+}
--- a/cmd/auth/remove.go
+++ b/cmd/auth/remove.go
@@ -46,7 +46,10 @@ var removeCmd = &cobra.Command{
 				if b == provider.Name {
 					foundBackend = true
 					configAI.Providers = append(configAI.Providers[:i], configAI.Providers[i+1:]...)
-					color.Green("%s deleted to the AI backend provider list", b)
+					if configAI.DefaultProvider == b {
+						configAI.DefaultProvider = "openai"
+					}
+					color.Green("%s deleted from the AI backend provider list", b)
 					break
 				}
 			}
@@ -64,8 +67,3 @@ var removeCmd = &cobra.Command{

 	},
 }
-
-func init() {
-
-}
-
--- a/cmd/auth/update.go
+++ b/cmd/auth/update.go
@@ -0,0 +1,106 @@
+/*
+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)
+		}
+
+		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
+					}
+					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`)")
+	// update flag for azure open ai engine/deployment name
+	updateCmd.Flags().StringVarP(&engine, "engine", "e", "", "Update Azure AI deployment name")
+}
--- a/cmd/cache/add.go
+++ b/cmd/cache/add.go
@@ -21,7 +21,6 @@ import (
 	"github.com/fatih/color"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
 	"github.com/spf13/cobra"
-	"github.com/spf13/viper"
 )

 var (
@@ -37,24 +36,7 @@ var addCmd = &cobra.Command{
 	- S3`,
 	Run: func(cmd *cobra.Command, args []string) {
 		fmt.Println(color.YellowString("Adding remote S3 based cache"))
-
-		// Check to see whether there is cache information already
-		var cacheInfo cache.CacheProvider
-		err := viper.UnmarshalKey("cache", &cacheInfo)
-		if err != nil {
-			color.Red("Error: %v", err)
-			os.Exit(1)
-		}
-		if cacheInfo.BucketName != "" {
-			color.Yellow("Error: a cache is already configured, please remove it first")
-			os.Exit(1)
-		}
-		cacheInfo.BucketName = bucketname
-		cacheInfo.Region = region
-
-		// Save the cache information
-		viper.Set("cache", cacheInfo)
-		err = viper.WriteConfig()
+		err := cache.AddRemoteCache(bucketname, region)
 		if err != nil {
 			color.Red("Error: %v", err)
 			os.Exit(1)
--- a/cmd/cache/list.go
+++ b/cmd/cache/list.go
@@ -39,8 +39,10 @@ var listCmd = &cobra.Command{
 		// list the contents of the cache
 		names, err := c.List()
 		if err != nil {
-			panic(err)
+			color.Red("Error: %v", err)
+			os.Exit(1)
 		}
+
 		for _, name := range names {
 			println(name)
 		}
--- a/cmd/cache/remove.go
+++ b/cmd/cache/remove.go
@@ -20,7 +20,6 @@ import (
 	"github.com/fatih/color"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
 	"github.com/spf13/cobra"
-	"github.com/spf13/viper"
 )

 // removeCmd represents the remove command
@@ -30,27 +29,11 @@ var removeCmd = &cobra.Command{
 	Long:  `This command allows you to remove the remote cache and use the default filecache.`,
 	Run: func(cmd *cobra.Command, args []string) {

-		// Remove the remote cache
-		var cacheInfo cache.CacheProvider
-		err := viper.UnmarshalKey("cache", &cacheInfo)
+		err := cache.RemoveRemoteCache(bucketname)
 		if err != nil {
 			color.Red("Error: %v", err)
 			os.Exit(1)
 		}
-		if cacheInfo.BucketName == "" {
-			color.Yellow("Error: no cache is configured")
-			os.Exit(1)
-		}
-		// Warn user this will delete the S3 bucket and prompt them to continue
-		color.Yellow("Warning: this will not delete the S3 bucket %s", cacheInfo.BucketName)
-		cacheInfo = cache.CacheProvider{}
-		viper.Set("cache", cacheInfo)
-		err = viper.WriteConfig()
-		if err != nil {
-			color.Red("Error: %v", err)
-			os.Exit(1)
-		}
-
 		color.Green("Successfully removed the remote cache")
 	},
 }
--- a/cmd/integration/activate.go
+++ b/cmd/integration/activate.go
@@ -21,6 +21,10 @@ import (
 	"github.com/spf13/viper"
 )

+var (
+	skipInstall bool
+)
+
 // activateCmd represents the activate command
 var activateCmd = &cobra.Command{
 	Use:   "activate [integration]",
@@ -39,7 +43,7 @@ var activateCmd = &cobra.Command{

 		integration := integration.NewIntegration()
 		// Check if the integation exists
-		err := integration.Activate(integrationName, namespace, activeFilters)
+		err := integration.Activate(integrationName, namespace, activeFilters, skipInstall)
 		if err != nil {
 			color.Red("Error: %v", err)
 			return
@@ -51,5 +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)")

 }
--- a/cmd/integration/integration.go
+++ b/cmd/integration/integration.go
@@ -25,8 +25,8 @@ 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
 	
--- a/cmd/root.go
+++ b/cmd/root.go
@@ -14,6 +14,7 @@ limitations under the License.
 package cmd

 import (
+	"fmt"
 	"os"
 	"path/filepath"

@@ -73,7 +74,7 @@ func init() {
 	rootCmd.AddCommand(integration.IntegrationCmd)
 	rootCmd.AddCommand(serve.ServeCmd)
 	rootCmd.AddCommand(cache.CacheCmd)
-	rootCmd.PersistentFlags().StringVar(&cfgFile, "config", "", "config file (default is $HOME/.k8sgpt.yaml)")
+	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.")
 }
--- a/cmd/version.go
+++ b/cmd/version.go
@@ -40,7 +40,7 @@ var versionCmd = &cobra.Command{
 				}
 			}
 		}
-		fmt.Printf("ks8gpt: %s (%s), built at: %s\n", Version, Commit, Date)
+		fmt.Printf("k8sgpt: %s (%s), built at: %s\n", Version, Commit, Date)
 	},
 }

--- a/go.mod
+++ b/go.mod
@@ -3,33 +3,39 @@ module github.com/k8sgpt-ai/k8sgpt
 go 1.20

 require (
-	github.com/aquasecurity/trivy-operator v0.13.2
+	github.com/aquasecurity/trivy-operator v0.14.1
 	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 v1.9.3
+	github.com/mittwald/go-helm-client v0.12.2
+	github.com/sashabaranov/go-openai v1.14.0
 	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 v0.8.0
-	helm.sh/helm/v3 v3.12.0
-	k8s.io/api v0.27.2
-	k8s.io/apimachinery v0.27.2
-	k8s.io/client-go v0.27.2
-	k8s.io/kubectl v0.27.2
+	github.com/spf13/viper v1.16.0
+	github.com/stretchr/testify v1.8.4
+	golang.org/x/term v0.10.0
+	helm.sh/helm/v3 v3.12.2
+	k8s.io/api v0.27.3
+	k8s.io/apimachinery v0.27.3
+	k8s.io/client-go v0.27.3
+	k8s.io/kubectl v0.27.3

 )

 require github.com/adrg/xdg v0.4.0

 require (
-	buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.3.0-20230515081240-6b5b845c638e.1
-	buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.30.0-20230514071713-3d78cb8bbc06.1
-	github.com/aws/aws-sdk-go v1.44.265
+	buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.3.0-20230620082254-6f80f9533908.1
+	buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.30.0-20230620082254-6f80f9533908.1
+	github.com/aws/aws-sdk-go v1.44.300
+	github.com/cohere-ai/cohere-go v0.2.0
 )

-require github.com/jmespath/go-jmespath v0.4.0 // indirect
+require (
+	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/jmespath/go-jmespath v0.4.0 // indirect
+)

 require (
 	github.com/AdaLogics/go-fuzz-headers v0.0.0-20230106234847-43070de90fa1 // indirect
@@ -37,15 +43,15 @@ require (
 	github.com/BurntSushi/toml v1.2.1 // 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 v0.0.0-20230531031752-12c25a7270cc // 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 v0.42.0 // 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
@@ -53,9 +59,9 @@ require (
 	github.com/containerd/containerd v1.7.0 // indirect
 	github.com/cyphar/filepath-securejoin v0.2.3 // indirect
 	github.com/davecgh/go-spew v1.1.1 // indirect
-	github.com/docker/cli v23.0.1+incompatible // indirect
+	github.com/docker/cli v23.0.5+incompatible // indirect
 	github.com/docker/distribution v2.8.2+incompatible // indirect
-	github.com/docker/docker v23.0.3+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
@@ -75,9 +81,9 @@ 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 v0.6.9
 	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
@@ -93,10 +99,10 @@ 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
@@ -118,25 +124,25 @@ require (
 	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-rc3 // 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/client_golang v1.16.0
+	github.com/prometheus/client_model v0.4.0 // indirect
 	github.com/prometheus/common v0.42.0 // indirect
-	github.com/prometheus/procfs v0.9.0 // indirect
+	github.com/prometheus/procfs v0.10.1 // 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/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/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
@@ -150,31 +156,31 @@ require (
 	go.uber.org/atomic v1.10.0 // indirect
 	go.uber.org/multierr v1.11.0 // indirect
 	go.uber.org/zap v1.24.0
-	golang.org/x/crypto v0.7.0 // 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 v0.8.0 // indirect
+	golang.org/x/crypto v0.9.0 // indirect
+	golang.org/x/exp v0.0.0-20230321023759-10a507213a29 // indirect
+	golang.org/x/net v0.10.0 // indirect
+	golang.org/x/oauth2 v0.7.0 // indirect
+	golang.org/x/sync v0.2.0 // indirect
+	golang.org/x/sys v0.10.0 // indirect
 	golang.org/x/text v0.9.0 // indirect
 	golang.org/x/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 v1.55.0
+	google.golang.org/genproto v0.0.0-20230410155749-daa745c078e1 // indirect
+	google.golang.org/grpc v1.56.2
 	google.golang.org/protobuf v1.30.0 // indirect
 	gopkg.in/inf.v0 v0.9.1 // indirect
 	gopkg.in/ini.v1 v1.67.0 // indirect
 	gopkg.in/yaml.v2 v2.4.0 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
-	k8s.io/apiextensions-apiserver v0.27.1 // indirect
-	k8s.io/apiserver v0.27.1 // indirect
-	k8s.io/cli-runtime v0.27.2 // indirect
-	k8s.io/component-base v0.27.2 // indirect
-	k8s.io/klog/v2 v2.90.1 // indirect
+	k8s.io/apiextensions-apiserver v0.27.2 // indirect
+	k8s.io/apiserver v0.27.2 // indirect
+	k8s.io/cli-runtime v0.27.3 // indirect
+	k8s.io/component-base v0.27.3 // indirect
+	k8s.io/klog/v2 v2.100.1 // indirect
 	k8s.io/kube-openapi v0.0.0-20230501164219-8b0f38b5fd1f // indirect
 	k8s.io/utils v0.0.0-20230313181309-38a27ef9d749 // indirect
-	oras.land/oras-go v1.2.2 // indirect
+	oras.land/oras-go v1.2.3 // indirect
 	sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd // indirect
 	sigs.k8s.io/kustomize/api v0.13.2 // indirect
 	sigs.k8s.io/kustomize/kyaml v0.14.1 // indirect
@@ -185,7 +191,3 @@ 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
--- a/go.sum
+++ b/go.sum
@@ -1,8 +1,8 @@
-buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.3.0-20230515081240-6b5b845c638e.1 h1:u8CQODmTW0EYjXKt0ZSbA/FGuOkA+zRNicNCs97Ud/A=
-buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.3.0-20230515081240-6b5b845c638e.1/go.mod h1:EB1h/5OvQWTeT9JJ2x0NLaboeFOOm3fqkYWKp5ojO7o=
-buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.28.1-20230515081240-6b5b845c638e.4/go.mod h1:i/s4ALHwKvjA1oGNKpoHg0FpEOTbufoOm/NdTE6YQAE=
-buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.30.0-20230514071713-3d78cb8bbc06.1 h1:V43+hDZXo4WaGqGZjNfaL8ZcAEvhusckIC/JBD/msz0=
-buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.30.0-20230514071713-3d78cb8bbc06.1/go.mod h1:karV92RruD5davytOQq20lDyAqBnai8ajNolo98nu94=
+buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.3.0-20230620082254-6f80f9533908.1 h1:Z0zeGzAumjLyAb/24aiBNyAheT+SDBhlxPfcUy12nPI=
+buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.3.0-20230620082254-6f80f9533908.1/go.mod h1:ydXSuYyk0CN76EA+cjFemhpz87XtuU310GdmkmXUUY8=
+buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.28.1-20230620082254-6f80f9533908.4/go.mod h1:i/s4ALHwKvjA1oGNKpoHg0FpEOTbufoOm/NdTE6YQAE=
+buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.30.0-20230620082254-6f80f9533908.1 h1:FNJYUdFjROTTKhIQ+VtJCzuWywQU430leJfnkStRRic=
+buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.30.0-20230620082254-6f80f9533908.1/go.mod h1:karV92RruD5davytOQq20lDyAqBnai8ajNolo98nu94=
 cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
 cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
 cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU=
@@ -406,14 +406,15 @@ github.com/MakeNowJust/heredoc v1.0.0/go.mod h1:mG5amYoWBHf8vpLOuehzbGGw0EHxpZZ6
 github.com/Masterminds/goutils v1.1.1 h1:5nUrii3FMTL5diU80unEVvNevw1nH4+ZV4DSLVJLSYI=
 github.com/Masterminds/goutils v1.1.1/go.mod h1:8cTjp+g8YejhMuvIA5y2vz3BpJxksy863GQaJW2MFNU=
 github.com/Masterminds/semver/v3 v3.1.1/go.mod h1:VPu/7SZ7ePZ3QOrcuXROw5FAcLl4a0cBrbBpGY/8hQs=
-github.com/Masterminds/semver/v3 v3.2.0 h1:3MEsd0SM6jqZojhjLWWeBY+Kcjy9i6MQAeY7YgDP83g=
 github.com/Masterminds/semver/v3 v3.2.0/go.mod h1:qvl/7zhW3nngYb5+80sSMF+FG2BjYrf8m9wsX0PNOMQ=
+github.com/Masterminds/semver/v3 v3.2.1 h1:RN9w6+7QoMeJVGyfmbcgs28Br8cvmnucEXnY0rYXWg0=
+github.com/Masterminds/semver/v3 v3.2.1/go.mod h1:qvl/7zhW3nngYb5+80sSMF+FG2BjYrf8m9wsX0PNOMQ=
 github.com/Masterminds/sprig/v3 v3.2.1/go.mod h1:UoaO7Yp8KlPnJIYWTFkMaqPUYKTfGFPhxNuwnnxkKlk=
 github.com/Masterminds/sprig/v3 v3.2.3 h1:eL2fZNezLomi0uOLqjQoN6BfsDD+fyLtgbJMAj9n6YA=
 github.com/Masterminds/sprig/v3 v3.2.3/go.mod h1:rXcFaZ2zZbLRJv/xSysmlgIM1u11eBaRMhvYXJNkGuM=
-github.com/Masterminds/squirrel v1.5.3 h1:YPpoceAcxuzIljlr5iWpNKaql7hLeG1KLSrhvdHpkZc=
-github.com/Masterminds/squirrel v1.5.3/go.mod h1:NNaOrjSoIDfDA40n7sr2tPNZRfjzjA400rg+riTZj10=
-github.com/Microsoft/go-winio v0.6.0 h1:slsWYD/zyx7lCXoZVlvQrj0hPTM1HI4+v1sIda2yDvg=
+github.com/Masterminds/squirrel v1.5.4 h1:uUcX/aBc8O7Fg9kaISIUsHXdKuqehiXAMQTYX8afzqM=
+github.com/Masterminds/squirrel v1.5.4/go.mod h1:NNaOrjSoIDfDA40n7sr2tPNZRfjzjA400rg+riTZj10=
+github.com/Microsoft/go-winio v0.6.1 h1:9/kr64B9VUZrLm5YYwbGtUJnMgqWVOdUAXu6Migciow=
 github.com/Microsoft/hcsshim v0.10.0-rc.7 h1:HBytQPxcv8Oy4244zbQbe6hnOnx544eL5QPUqhJldz8=
 github.com/OneOfOne/xxhash v1.2.2/go.mod h1:HSdplMjZKSmBqAxg5vPj2TmRDmfkzw+cTzAElWljhcU=
 github.com/ProtonMail/go-crypto v0.0.0-20230217124315-7d5c6f04bbb8 h1:wPbRQzjjwFc0ih8puEVAOFGELsn1zoIIYdxvML7mDxA=
@@ -426,22 +427,24 @@ github.com/agext/levenshtein v1.2.3 h1:YB2fHEn0UJagG8T1rrWknE3ZQzWM06O8AMAatNn7l
 github.com/alecthomas/chroma v0.10.0 h1:7XDcGkCQopCNKjZHfYrNLraA+M7e0fMiJ/Mfikbfjek=
 github.com/alecthomas/template v0.0.0-20160405071501-a0175ee3bccc/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc=
 github.com/alecthomas/units v0.0.0-20151022065526-2efee857e7cf/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0=
+github.com/anchore/go-struct-converter v0.0.0-20221118182256-c68fdcfa2092 h1:aM1rlcoLz8y5B2r4tTLMiVTrMtpfY0O8EScKJxaSaEc=
+github.com/anchore/go-struct-converter v0.0.0-20221118182256-c68fdcfa2092/go.mod h1:rYqSE9HbjzpHTI74vwPvae4ZVYZd1lue2ta6xHPdblA=
 github.com/antihax/optional v1.0.0/go.mod h1:uupD/76wgC+ih3iEmQUL+0Ugr19nfwCT1kdvxnR2qWY=
 github.com/apparentlymart/go-textseg/v13 v13.0.0 h1:Y+KvPE1NYz0xl601PVImeQfFyEy6iT90AvPUL1NNfNw=
-github.com/aquasecurity/defsec v0.86.0 h1:VgPe+znlRMCyIuxhEsOWvSsoVvgamDHq9fJBMEFBAyQ=
-github.com/aquasecurity/defsec v0.86.0/go.mod h1:uzQN/hXdCzdgIATpkoLs907+XuKljg99gTwb2o/iCfU=
-github.com/aquasecurity/go-dep-parser v0.0.0-20230413091456-df0396537e15 h1:umuByPARbGs3sE9BgtrDg6n0rR//O79ONFuWG+SU88I=
-github.com/aquasecurity/go-dep-parser v0.0.0-20230413091456-df0396537e15/go.mod h1:lI+o04X85vxgx2jPji9G0tZ6AqqhVcXn8A88qimWfOM=
+github.com/aquasecurity/defsec v0.89.0 h1:5B0mJYraNa2n5zlYuShqOwRt5kqFXdVfGPRYiZJPDuw=
+github.com/aquasecurity/defsec v0.89.0/go.mod h1:te+KhIV8w1pDIjTsUQwlc6xRn8gC7f+TJUiFhLlcEHM=
+github.com/aquasecurity/go-dep-parser v0.0.0-20230531031752-12c25a7270cc h1:viyHnEh6c6G7NHXpDyGsB1NRnCL2YpmtvpQgbDfwNeg=
+github.com/aquasecurity/go-dep-parser v0.0.0-20230531031752-12c25a7270cc/go.mod h1:2Yfi9sB8TSwxM/KQDTpy4xFM6zG4yBjc1jS966uMIP8=
 github.com/aquasecurity/table v1.8.0 h1:9ntpSwrUfjrM6/YviArlx/ZBGd6ix8W+MtojQcM7tv0=
 github.com/aquasecurity/table v1.8.0/go.mod h1:eqOmvjjB7AhXFgFqpJUEE/ietg7RrMSJZXyTN8E/wZw=
 github.com/aquasecurity/tml v0.6.1 h1:y2ZlGSfrhnn7t4ZJ/0rotuH+v5Jgv6BDDO5jB6A9gwo=
 github.com/aquasecurity/tml v0.6.1/go.mod h1:OnYMWY5lvI9ejU7yH9LCberWaaTBW7hBFsITiIMY2yY=
-github.com/aquasecurity/trivy v0.40.0 h1:zT+ZwofGfMqsg3ccFUMPDyiyhBPdDap1TcKWxrqZjoY=
-github.com/aquasecurity/trivy v0.40.0/go.mod h1:NXuad2fPoIWB97hU6igQsBI1YbMfYD7aAz09SfdZuq4=
-github.com/aquasecurity/trivy-db v0.0.0-20230411140759-3c2ee2168575 h1:8Y/qLPXGFYGGetDo0uhMRnqF8696tWBVis5scJ42q3w=
-github.com/aquasecurity/trivy-db v0.0.0-20230411140759-3c2ee2168575/go.mod h1:zn8GepvD5wBkCmmtBDwh0BWfiMUxS6xfGRcTPmXRVXo=
-github.com/aquasecurity/trivy-operator v0.13.2 h1:JyDV5aX5g0RhNyqAR87VRk3Ou2hTu8g1cXo0Ky2DrRQ=
-github.com/aquasecurity/trivy-operator v0.13.2/go.mod h1:DZaazIkMJNYeacKJ1Hiv+iGY3pW4icEc+gzFNm48lw8=
+github.com/aquasecurity/trivy v0.42.0 h1:wgapYDuijrPvT5hSCurrAEF3PuQ4eF2oZ49T09bs39Y=
+github.com/aquasecurity/trivy v0.42.0/go.mod h1:mYfo1ddFe/ccAc1bWrorGB6G7n1e6XtaiRxCuSwdYQo=
+github.com/aquasecurity/trivy-db v0.0.0-20230515061101-378ab9ed302c h1:mFMfHmb5GC6xrnUGk2mJcKNt5vBaFSzJx1MMW47uzB0=
+github.com/aquasecurity/trivy-db v0.0.0-20230515061101-378ab9ed302c/go.mod h1:s7x7CTxYeiFf6gPOakSsg4mCD93au4dbYplG4h0FGrs=
+github.com/aquasecurity/trivy-operator v0.14.1 h1:jvTaLZFn0hSvIFtkyXjkCoUIQb2UZNTfQZz9SJJiZ94=
+github.com/aquasecurity/trivy-operator v0.14.1/go.mod h1:UrTka6zyKmtA/sZDr+pGFVtEsWZXCqIhoFhM8+/tcpg=
 github.com/armon/circbuf v0.0.0-20150827004946-bbbad097214e/go.mod h1:3U/XgcO3hCbHZ8TKRvWD2dDTCfh9M9ya+I9JpbB7O8o=
 github.com/armon/consul-api v0.0.0-20180202201655-eb2c6b5be1b6/go.mod h1:grANhF5doyWs3UAsr3K4I6qtAmlQcZDesFNEHPZAzj8=
 github.com/armon/go-metrics v0.0.0-20180917152333-f0300d1749da/go.mod h1:Q73ZrmVTwzkszR9V5SSuryQ31EELlFMUz1kKyl939pY=
@@ -450,8 +453,8 @@ github.com/armon/go-radix v1.0.0/go.mod h1:ufUuZ+zHj4x4TnLV4JWEpy2hxWSpsRywHrMgI
 github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5 h1:0CwZNZbxp69SHPdPJAN/hZIm0C4OItdklCFmMRWYpio=
 github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2 h1:DklsrG3dyBCFEj5IhUbnKptjxatkF07cF2ak3yi77so=
 github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2/go.mod h1:WaHUgvxTVq04UNunO+XhnAqY/wQc+bxr74GqbsZ/Jqw=
-github.com/aws/aws-sdk-go v1.44.265 h1:rlBuD8OYjM5Vfcf7jDa264oVHqlPqY7y7o+JmrjNFUc=
-github.com/aws/aws-sdk-go v1.44.265/go.mod h1:aVsgQcEevwlmQ7qHE9I3h+dtQgpqhFB+i8Phjh7fkwI=
+github.com/aws/aws-sdk-go v1.44.300 h1:Zn+3lqgYahIf9yfrwZ+g+hq/c3KzUBaQ8wqY/ZXiAbY=
+github.com/aws/aws-sdk-go v1.44.300/go.mod h1:aVsgQcEevwlmQ7qHE9I3h+dtQgpqhFB+i8Phjh7fkwI=
 github.com/benbjohnson/clock v1.1.0 h1:Q92kusRqC1XV2MjkWETPvjJVqKetz1OzxZB7mHJLju8=
 github.com/beorn7/perks v0.0.0-20180321164747-3a771d992973/go.mod h1:Dwedo/Wpr24TaqPxmxbtue+5NUziq4I4S80YR8gNf3Q=
 github.com/beorn7/perks v1.0.0/go.mod h1:KWe93zE9D1o94FZ5RNwFwVgaQK1VOXiVxmqh+CedLV8=
@@ -477,7 +480,7 @@ github.com/chzyer/logex v1.1.10/go.mod h1:+Ywpsq7O8HXn0nuIou7OrIPyXbp3wmkHB+jjWR
 github.com/chzyer/readline v0.0.0-20180603132655-2972be24d48e/go.mod h1:nSuG5e5PlCu98SY8svDHJxuZscDgtXS6KTTbou5AhLI=
 github.com/chzyer/test v0.0.0-20180213035817-a1ea475d72b1/go.mod h1:Q3SI9o4m/ZMnBNeIyt5eFwwo7qiLfzFZmjNmxjkiQlU=
 github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw=
-github.com/cloudflare/circl v1.1.0 h1:bZgT/A+cikZnKIwn7xL2OBj012Bmvho/o6RpRvv3GKY=
+github.com/cloudflare/circl v1.3.3 h1:fE/Qz0QdIGqeWfnwq0RE0R7MI51s0M2E4Ga9kq5AEMs=
 github.com/cncf/udpa/go v0.0.0-20191209042840-269d4d468f6f/go.mod h1:M8M6+tZqaGXZJjfX53e64911xZQV5JYwmTeXPW+k8Sc=
 github.com/cncf/udpa/go v0.0.0-20200629203442-efcf912fb354/go.mod h1:WmhPx2Nbnhtbo57+VJT5O0JRkEi1Wbu0z5j0R8u5Hbk=
 github.com/cncf/udpa/go v0.0.0-20201120205902-5459f2c99403/go.mod h1:WmhPx2Nbnhtbo57+VJT5O0JRkEi1Wbu0z5j0R8u5Hbk=
@@ -490,6 +493,10 @@ github.com/cncf/xds/go v0.0.0-20211001041855-01bcc9b48dfe/go.mod h1:eXthEFrGJvWH
 github.com/cncf/xds/go v0.0.0-20211011173535-cb28da3451f1/go.mod h1:eXthEFrGJvWHgFFCl3hGmgk+/aYT6PnTQLykKQRLhEs=
 github.com/cncf/xds/go v0.0.0-20220314180256-7f1daf1720fc/go.mod h1:eXthEFrGJvWHgFFCl3hGmgk+/aYT6PnTQLykKQRLhEs=
 github.com/cncf/xds/go v0.0.0-20230105202645-06c439db220b/go.mod h1:eXthEFrGJvWHgFFCl3hGmgk+/aYT6PnTQLykKQRLhEs=
+github.com/cohere-ai/cohere-go v0.2.0 h1:Gljkn8LTtsAPy79ks1AVmZH9Av4kuQuXEgzEJ/1Ea34=
+github.com/cohere-ai/cohere-go v0.2.0/go.mod h1:DFcCu5rwro4wAlluIXY9l17NLGiVBGb2bRio46RXBm8=
+github.com/cohere-ai/tokenizer v1.1.1 h1:wCtmCj07O82TMrIiA/CORhIlEYsvMMM8ey+sUdEapHc=
+github.com/cohere-ai/tokenizer v1.1.1/go.mod h1:9MNFPd9j1fuiEK3ua2HSCUxxcrfGMlSqpa93livg/C0=
 github.com/containerd/cgroups v1.1.0 h1:v8rEWFl6EoqHB+swVNjVoCJE8o3jX7e8nqBGPLaDFBM=
 github.com/containerd/containerd v1.7.0 h1:G/ZQr3gMZs6ZT0qPUZ15znx5QSdQdASW11nXTLTM2Pg=
 github.com/containerd/containerd v1.7.0/go.mod h1:QfR7Efgb/6X2BDpTPJRvPTYDE9rsF0FsXX9J8sIs/sc=
@@ -515,12 +522,13 @@ github.com/dgrijalva/jwt-go v3.2.0+incompatible/go.mod h1:E3ru+11k8xSBh+hMPgOLZm
 github.com/dgryski/go-sip13 v0.0.0-20181026042036-e10d5fee7954/go.mod h1:vAd38F8PWV+bWy6jNmig1y/TA+kYO4g3RSRF0IAv0no=
 github.com/distribution/distribution/v3 v3.0.0-20221208165359-362910506bc2 h1:aBfCb7iqHmDEIp6fBvC/hQUddQfg+3qdYjwzaiP9Hnc=
 github.com/dlclark/regexp2 v1.4.0 h1:F1rxgk7p4uKjwIQxBs9oAXe5CqrXlCduYEJvrF4u93E=
-github.com/docker/cli v23.0.1+incompatible h1:LRyWITpGzl2C9e9uGxzisptnxAn1zfZKXy13Ul2Q5oM=
-github.com/docker/cli v23.0.1+incompatible/go.mod h1:JLrzqnKDaYBop7H2jaqPtU4hHvMKP+vjCwu2uszcLI8=
+github.com/dlclark/regexp2 v1.4.0/go.mod h1:2pZnwuY/m+8K6iRw6wQdMtk+rH5tNGR1i55kozfMjCc=
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@@ -560,8 +568,8 @@ github.com/fatih/color v1.15.0/go.mod h1:0h5ZqXfHYED7Bhv2ZJamyIOUej9KtShiJESRwBD
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@@ -672,8 +680,8 @@ github.com/google/go-cmp v0.5.7/go.mod h1:n+brtR0CgQNWTVd5ZUFpTBC8YFBDLK/h/bpaJ8
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@@ -804,8 +812,8 @@ github.com/kevinburke/ssh_config v1.2.0 h1:x584FjTGwHzMwvHx18PXxbBVzfnxogHaAReU4
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@@ -829,8 +837,9 @@ github.com/liamg/iamgo v0.0.9 h1:tADGm3xVotyRJmuKKaH4+zsBn7LOcvgdpuF3WsSKW3c=
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@@ -898,8 +907,8 @@ github.com/mitchellh/mapstructure v1.5.0/go.mod h1:bFUtVrKA4DC2yAKiSyO/QUcy7e+RR
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@@ -925,20 +934,20 @@ github.com/nelsam/hel/v2 v2.3.2/go.mod h1:1ZTGfU2PFTOd5mx22i5O0Lc2GY933lQ2wb/ggy
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@@ -961,14 +970,14 @@ github.com/prometheus/client_golang v0.9.1/go.mod h1:7SWBe2y4D6OKWSNQJUaRYU/AaXP
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@@ -979,8 +988,8 @@ github.com/prometheus/procfs v0.0.0-20181005140218-185b4288413d/go.mod h1:c3At6R
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@@ -1000,10 +1009,10 @@ github.com/russross/blackfriday/v2 v2.0.1/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQD
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@@ -1022,8 +1031,8 @@ github.com/smartystreets/goconvey v1.6.4/go.mod h1:syvi0/a8iFYH4r/RixwvyeAJjdLS9
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@@ -1032,8 +1041,9 @@ github.com/spf13/afero v1.9.5 h1:stMpOSZFs//0Lv29HduCmli3GUfpFoF3Y1Q/aXj/wVM=
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@@ -1046,8 +1056,8 @@ github.com/spf13/pflag v1.0.5 h1:iy+VFUOCP1a+8yFto/drg2CJ5u0yRoB7fZw3DKv/JXA=
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@@ -1063,8 +1073,10 @@ github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/
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@@ -1145,8 +1157,8 @@ golang.org/x/crypto v0.0.0-20211108221036-ceb1ce70b4fa/go.mod h1:GvvjBRRGRdwPK5y
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@@ -1157,8 +1169,8 @@ golang.org/x/exp v0.0.0-20191227195350-da58074b4299/go.mod h1:2RIsYlXP63K8oxa1u0
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@@ -1248,8 +1260,8 @@ golang.org/x/net v0.0.0-20221014081412-f15817d10f9b/go.mod h1:YDH+HFinaLZZlnHAfS
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@@ -1277,8 +1289,8 @@ golang.org/x/oauth2 v0.0.0-20220909003341-f21342109be1/go.mod h1:h4gKUeWbJ4rQPri
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@@ -1293,8 +1305,9 @@ golang.org/x/sync v0.0.0-20210220032951-036812b2e83c/go.mod h1:RxMgew5VJxzue5/jJ
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@@ -1381,8 +1394,8 @@ golang.org/x/sys v0.1.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
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@@ -1390,8 +1403,8 @@ golang.org/x/term v0.1.0/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
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@@ -1474,7 +1487,7 @@ golang.org/x/tools v0.1.5/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk=
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+golang.org/x/tools v0.9.1 h1:8WMNJAz3zrtPmnYC7ISf5dEn3MT0gY7jBJfw27yrrLo=
 golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
@@ -1657,8 +1670,8 @@ google.golang.org/genproto v0.0.0-20221118155620-16455021b5e6/go.mod h1:rZS5c/ZV
 google.golang.org/genproto v0.0.0-20221201164419-0e50fba7f41c/go.mod h1:rZS5c/ZVYMaOGBfO68GWtjOw/eLaZM1X6iVtgjZ+EWg=
 google.golang.org/genproto v0.0.0-20221202195650-67e5cbc046fd/go.mod h1:cTsE614GARnxrLsqKREzmNYJACSWWpAWdNMwnD7c2BE=
 google.golang.org/genproto v0.0.0-20230110181048-76db0878b65f/go.mod h1:RGgjbofJ8xD9Sq1VVhDM1Vok1vRONV+rg+CjzG4SZKM=
-google.golang.org/genproto v0.0.0-20230306155012-7f2fa6fef1f4 h1:DdoeryqhaXp1LtT/emMP1BRJPHHKFi5akj/nbx/zNTA=
-google.golang.org/genproto v0.0.0-20230306155012-7f2fa6fef1f4/go.mod h1:NWraEVixdDnqcqQ30jipen1STv2r/n24Wb7twVTGR4s=
+google.golang.org/genproto v0.0.0-20230410155749-daa745c078e1 h1:KpwkzHKEF7B9Zxg18WzOa7djJ+Ha5DzthMyZYQfEn2A=
+google.golang.org/genproto v0.0.0-20230410155749-daa745c078e1/go.mod h1:nKE/iIaLqn2bQwXBg8f1g2Ylh6r5MN5CmZvuzZCgsCU=
 google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
 google.golang.org/grpc v1.20.1/go.mod h1:10oTOabMzJvdu6/UiuZezV6QK5dSlG84ov/aaiqXj38=
 google.golang.org/grpc v1.21.0/go.mod h1:oYelfM1adQP15Ek0mdvEgi9Df8B9CZIaU1084ijfRaM=
@@ -1698,8 +1711,8 @@ google.golang.org/grpc v1.50.0/go.mod h1:ZgQEeidpAuNRZ8iRrlBKXZQP1ghovWIVhdJRyCD
 google.golang.org/grpc v1.50.1/go.mod h1:ZgQEeidpAuNRZ8iRrlBKXZQP1ghovWIVhdJRyCDK+GI=
 google.golang.org/grpc v1.51.0/go.mod h1:wgNDFcnuBGmxLKI/qn4T+m5BtEBYXJPvibbUPsAIPww=
 google.golang.org/grpc v1.53.0/go.mod h1:OnIrk0ipVdj4N5d9IUoFUx72/VlD7+jUsHwZgwSMQpw=
-google.golang.org/grpc v1.55.0 h1:3Oj82/tFSCeUrRTg/5E/7d/W5A1tj6Ky1ABAuZuv5ag=
-google.golang.org/grpc v1.55.0/go.mod h1:iYEXKGkEBhg1PjZQvoYEVPTDkHo1/bjTnfwTeGONTY8=
+google.golang.org/grpc v1.56.2 h1:fVRFRnXvU+x6C4IlHZewvJOVHoOv1TUuQyoRsYnB4bI=
+google.golang.org/grpc v1.56.2/go.mod h1:I9bI3vqKfayGqPUAwGdOSu7kt6oIJLixfffKrpXqQ9s=
 google.golang.org/grpc/cmd/protoc-gen-go-grpc v1.1.0/go.mod h1:6Kw0yEErY5E/yWrBtf03jp27GLLJujG4z/JK95pnjjw=
 google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
 google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0=
@@ -1748,8 +1761,8 @@ gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gotest.tools v2.2.0+incompatible h1:VsBPFP1AI068pPrMxtb/S8Zkgf9xEmTLJjfM+P5UIEo=
 gotest.tools/v3 v3.4.0 h1:ZazjZUfuVeZGLAmlKKuyv3IKP5orXcwtOwDQH6YVr6o=
-helm.sh/helm/v3 v3.12.0 h1:rOq2TPVzg5jt4q5ermAZGZFxNW2uQhKjRhBneAutMEM=
-helm.sh/helm/v3 v3.12.0/go.mod h1:8K/469yxjUMu6BaD2EagCitkPjELUL/l2AgCO142G94=
+helm.sh/helm/v3 v3.12.2 h1:kFyDBr/mgJUlyGzVTCieG4wW0zmo7fcNRWK0+FKkxqU=
+helm.sh/helm/v3 v3.12.2/go.mod h1:v1PMayudIfZAvec3Wp4wAErensvK/rv5fu/xCiE6t3I=
 honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190106161140-3f1c8253044a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190418001031-e561f6794a2a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
@@ -1757,26 +1770,26 @@ honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWh
 honnef.co/go/tools v0.0.1-2019.2.3/go.mod h1:a3bituU0lyd329TUQxRnasdCoJDkEUEAqEt0JzvZhAg=
 honnef.co/go/tools v0.0.1-2020.1.3/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
 honnef.co/go/tools v0.0.1-2020.1.4/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
-k8s.io/api v0.27.2 h1:+H17AJpUMvl+clT+BPnKf0E3ksMAzoBBg7CntpSuADo=
-k8s.io/api v0.27.2/go.mod h1:ENmbocXfBT2ADujUXcBhHV55RIT31IIEvkntP6vZKS4=
-k8s.io/apiextensions-apiserver v0.27.1 h1:Hp7B3KxKHBZ/FxmVFVpaDiXI6CCSr49P1OJjxKO6o4g=
-k8s.io/apiextensions-apiserver v0.27.1/go.mod h1:8jEvRDtKjVtWmdkhOqE84EcNWJt/uwF8PC4627UZghY=
-k8s.io/apimachinery v0.27.2 h1:vBjGaKKieaIreI+oQwELalVG4d8f3YAMNpWLzDXkxeg=
-k8s.io/apimachinery v0.27.2/go.mod h1:XNfZ6xklnMCOGGFNqXG7bUrQCoR04dh/E7FprV6pb+E=
-k8s.io/apiserver v0.27.1 h1:phY+BtXjjzd+ta3a4kYbomC81azQSLa1K8jo9RBw7Lg=
-k8s.io/apiserver v0.27.1/go.mod h1:UGrOjLY2KsieA9Fw6lLiTObxTb8Z1xEba4uqSuMY0WU=
-k8s.io/cli-runtime v0.27.2 h1:9HI8gfReNujKXt16tGOAnb8b4NZ5E+e0mQQHKhFGwYw=
-k8s.io/cli-runtime v0.27.2/go.mod h1:9UecpyPDTkhiYY4d9htzRqN+rKomJgyb4wi0OfrmCjw=
-k8s.io/client-go v0.27.2 h1:vDLSeuYvCHKeoQRhCXjxXO45nHVv2Ip4Fe0MfioMrhE=
-k8s.io/client-go v0.27.2/go.mod h1:tY0gVmUsHrAmjzHX9zs7eCjxcBsf8IiNe7KQ52biTcQ=
-k8s.io/component-base v0.27.2 h1:neju+7s/r5O4x4/txeUONNTS9r1HsPbyoPBAtHsDCpo=
-k8s.io/component-base v0.27.2/go.mod h1:5UPk7EjfgrfgRIuDBFtsEFAe4DAvP3U+M8RTzoSJkpo=
-k8s.io/klog/v2 v2.90.1 h1:m4bYOKall2MmOiRaR1J+We67Do7vm9KiQVlT96lnHUw=
-k8s.io/klog/v2 v2.90.1/go.mod h1:y1WjHnz7Dj687irZUWR/WLkLc5N1YHtjLdmgWjndZn0=
+k8s.io/api v0.27.3 h1:yR6oQXXnUEBWEWcvPWS0jQL575KoAboQPfJAuKNrw5Y=
+k8s.io/api v0.27.3/go.mod h1:C4BNvZnQOF7JA/0Xed2S+aUyJSfTGkGFxLXz9MnpIpg=
+k8s.io/apiextensions-apiserver v0.27.2 h1:iwhyoeS4xj9Y7v8YExhUwbVuBhMr3Q4bd/laClBV6Bo=
+k8s.io/apiextensions-apiserver v0.27.2/go.mod h1:Oz9UdvGguL3ULgRdY9QMUzL2RZImotgxvGjdWRq6ZXQ=
+k8s.io/apimachinery v0.27.3 h1:Ubye8oBufD04l9QnNtW05idcOe9Z3GQN8+7PqmuVcUM=
+k8s.io/apimachinery v0.27.3/go.mod h1:XNfZ6xklnMCOGGFNqXG7bUrQCoR04dh/E7FprV6pb+E=
+k8s.io/apiserver v0.27.2 h1:p+tjwrcQEZDrEorCZV2/qE8osGTINPuS5ZNqWAvKm5E=
+k8s.io/apiserver v0.27.2/go.mod h1:EsOf39d75rMivgvvwjJ3OW/u9n1/BmUMK5otEOJrb1Y=
+k8s.io/cli-runtime v0.27.3 h1:h592I+2eJfXj/4jVYM+tu9Rv8FEc/dyCoD80UJlMW2Y=
+k8s.io/cli-runtime v0.27.3/go.mod h1:LzXud3vFFuDFXn2LIrWnscPgUiEj7gQQcYZE2UPn9Kw=
+k8s.io/client-go v0.27.3 h1:7dnEGHZEJld3lYwxvLl7WoehK6lAq7GvgjxpA3nv1E8=
+k8s.io/client-go v0.27.3/go.mod h1:2MBEKuTo6V1lbKy3z1euEGnhPfGZLKTS9tiJ2xodM48=
+k8s.io/component-base v0.27.3 h1:g078YmdcdTfrCE4fFobt7qmVXwS8J/3cI1XxRi/2+6k=
+k8s.io/component-base v0.27.3/go.mod h1:JNiKYcGImpQ44iwSYs6dysxzR9SxIIgQalk4HaCNVUY=
+k8s.io/klog/v2 v2.100.1 h1:7WCHKK6K8fNhTqfBhISHQ97KrnJNFZMcQvKp7gP/tmg=
+k8s.io/klog/v2 v2.100.1/go.mod h1:y1WjHnz7Dj687irZUWR/WLkLc5N1YHtjLdmgWjndZn0=
 k8s.io/kube-openapi v0.0.0-20230501164219-8b0f38b5fd1f h1:2kWPakN3i/k81b0gvD5C5FJ2kxm1WrQFanWchyKuqGg=
 k8s.io/kube-openapi v0.0.0-20230501164219-8b0f38b5fd1f/go.mod h1:byini6yhqGC14c3ebc/QwanvYwhuMWF6yz2F8uwW8eg=
-k8s.io/kubectl v0.27.2 h1:sSBM2j94MHBFRWfHIWtEXWCicViQzZsb177rNsKBhZg=
-k8s.io/kubectl v0.27.2/go.mod h1:GCOODtxPcrjh+EC611MqREkU8RjYBh10ldQCQ6zpFKw=
+k8s.io/kubectl v0.27.3 h1:HyC4o+8rCYheGDWrkcOQHGwDmyLKR5bxXFgpvF82BOw=
+k8s.io/kubectl v0.27.3/go.mod h1:g9OQNCC2zxT+LT3FS09ZYqnDhlvsKAfFq76oyarBcq4=
 k8s.io/utils v0.0.0-20230313181309-38a27ef9d749 h1:xMMXJlJbsU8w3V5N2FLDQ8YgU8s1EoULdbQBcAeNJkY=
 k8s.io/utils v0.0.0-20230313181309-38a27ef9d749/go.mod h1:OLgZIPagt7ERELqWJFomSt595RzquPNLL48iOWgYOg0=
 oras.land/oras-go v1.2.3 h1:v8PJl+gEAntI1pJ/LCrDgsuk+1PKVavVEPsYIHFE5uY=
--- a/pkg/ai/azureopenai.go
+++ b/pkg/ai/azureopenai.go
@@ -25,7 +25,16 @@ 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")
@@ -36,13 +45,13 @@ func (c *AzureAIClient) Configure(config IAIConfig, lang string) error {
 	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),
 			},
 		},
@@ -53,7 +62,7 @@ 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 +83,7 @@ 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
 	}
--- a/pkg/ai/cohere.go
+++ b/pkg/ai/cohere.go
@@ -0,0 +1,116 @@
+/*
+Copyright 2023 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package ai
+
+import (
+	"context"
+	"encoding/base64"
+	"errors"
+	"fmt"
+	"strings"
+
+	"github.com/cohere-ai/cohere-go"
+	"github.com/fatih/color"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
+)
+
+type CohereClient struct {
+	client   *cohere.Client
+	language string
+	model    string
+}
+
+func (c *CohereClient) Configure(config IAIConfig, language string) error {
+	token := config.GetPassword()
+
+	client, err := cohere.CreateClient(token)
+	if err != nil {
+		return err
+	}
+
+	baseURL := config.GetBaseURL()
+	if baseURL != "" {
+		client.BaseURL = baseURL
+	}
+
+	if client == nil {
+		return errors.New("error creating Cohere client")
+	}
+	c.language = language
+	c.client = client
+	c.model = config.GetModel()
+	return nil
+}
+
+func (c *CohereClient) GetCompletion(ctx context.Context, prompt, promptTmpl string) (string, error) {
+	// Create a completion request
+	if len(promptTmpl) == 0 {
+		promptTmpl = PromptMap["default"]
+	}
+	resp, err := c.client.Generate(cohere.GenerateOptions{
+		Model:             c.model,
+		Prompt:            fmt.Sprintf(strings.TrimSpace(promptTmpl), c.language, prompt),
+		MaxTokens:         cohere.Uint(2048),
+		Temperature:       cohere.Float64(0.75),
+		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"
+}
--- a/pkg/ai/iai.go
+++ b/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
 }

--- a/pkg/ai/noopai.go
+++ b/pkg/ai/noopai.go
@@ -38,20 +38,20 @@ 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
--- a/pkg/ai/openai.go
+++ b/pkg/ai/openai.go
@@ -53,14 +53,17 @@ func (c *OpenAIClient) Configure(config IAIConfig, language string) error {
 	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),
 			},
 		},
 	})
@@ -70,7 +73,7 @@ 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 +94,7 @@ 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
 	}
--- a/pkg/ai/prompts.go
+++ b/pkg/ai/prompts.go
@@ -6,4 +6,10 @@ const (
 	Error: {Explain error here}
 	Solution: {Step by step solution here}
 	`
+	trivy_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"
 )
+
+var PromptMap = map[string]string{
+	"default":             default_prompt,
+	"VulnerabilityReport": trivy_prompt, // for Trivy integration, the key should match `Result.Kind` in pkg/common/types.go
+}
--- a/pkg/analysis/analysis.go
+++ b/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"
@@ -45,6 +46,7 @@ type Analysis struct {
 	Explain            bool
 	MaxConcurrency     int
 	AnalysisAIProvider string // The name of the AI Provider used for this analysis
+	WithDoc            bool
 }

 type AnalysisStatus string
@@ -63,7 +65,7 @@ type JsonOutput struct {
 	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 {
@@ -128,6 +130,7 @@ func NewAnalysis(backend string, language string, filters []string, namespace st
 		Explain:            explain,
 		MaxConcurrency:     maxConcurrency,
 		AnalysisAIProvider: backend,
+		WithDoc:            withDoc,
 	}, nil
 }

@@ -136,11 +139,23 @@ func (a *Analysis) RunAnalysis() {

 	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)
@@ -246,7 +261,14 @@ 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?
--- a/pkg/analysis/analysis_test.go
+++ b/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) {
--- a/pkg/analysis/output.go
+++ b/pkg/analysis/output.go
@@ -78,6 +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"))
 	}
--- a/pkg/analyzer/analyzer.go
+++ b/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{
--- a/pkg/analyzer/cronjob.go
+++ b/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,
--- a/pkg/analyzer/deployment.go
+++ b/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,
--- a/pkg/analyzer/hpa.go
+++ b/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,
--- a/pkg/analyzer/ingress.go
+++ b/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,
--- a/pkg/analyzer/mutating_webhook.go
+++ b/pkg/analyzer/mutating_webhook.go
@@ -0,0 +1,148 @@
+/*
+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
+
+			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
+			}
+
+			// 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
+}
--- a/pkg/analyzer/netpol.go
+++ b/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,
--- a/pkg/analyzer/pdb.go
+++ b/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,
@@ -40,39 +50,28 @@ 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 {
-				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),
-						Sensitive: []common.Sensitive{
-							{
-								Unmasked: k,
-								Masked:   util.MaskString(k),
-							},
-							{
-								Unmasked: v,
-								Masked:   util.MaskString(v),
-							},
-						},
-					})
-				}
-				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 {
+		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")
+			}
+			for k, v := range pdb.Spec.Selector.MatchLabels {
 				failures = append(failures, common.Failure{
-					Text:      fmt.Sprintf("%s, selector is nil", evt.Message),
-					Sensitive: []common.Sensitive{},
+					Text:          fmt.Sprintf("%s, expected pdb pod label %s=%s", pdb.Status.Conditions[0].Reason, k, v),
+					KubernetesDoc: doc,
+					Sensitive: []common.Sensitive{
+						{
+							Unmasked: k,
+							Masked:   util.MaskString(k),
+						},
+						{
+							Unmasked: v,
+							Masked:   util.MaskString(v),
+						},
+					},
 				})
 			}
 		}
--- a/pkg/analyzer/service.go
+++ b/pkg/analyzer/service.go
@@ -18,8 +18,10 @@ import (

 	"github.com/fatih/color"
 	"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 ServiceAnalyzer struct{}
@@ -27,6 +29,14 @@ 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,
@@ -52,8 +62,11 @@ 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 +85,20 @@ 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{},
 					})
 				}
 			}
--- a/pkg/analyzer/statefulset.go
+++ b/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,
--- a/pkg/analyzer/validating_webhook.go
+++ b/pkg/analyzer/validating_webhook.go
@@ -0,0 +1,149 @@
+/*
+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
+			}
+
+			// 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
+}
--- a/pkg/cache/cache.go
+++ b/pkg/cache/cache.go
@@ -1,6 +1,8 @@
 package cache

 import (
+	"errors"
+
 	"github.com/spf13/viper"
 )

@@ -39,3 +41,41 @@ func RemoteCacheEnabled() (bool, error) {
 	}
 	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 err
+	}
+	if cacheInfo.BucketName == "" {
+		return errors.New("Error: no cache is configured")
+	}
+
+	cacheInfo = CacheProvider{}
+	viper.Set("cache", cacheInfo)
+	err = viper.WriteConfig()
+	if err != nil {
+		return err
+	}
+
+	return nil
+
+}
--- a/pkg/cache/s3_based.go
+++ b/pkg/cache/s3_based.go
@@ -102,12 +102,9 @@ func NewS3Cache(nocache bool) ICache {
 		Bucket: aws.String(cache.BucketName),
 	})
 	if err != nil {
-		_, err = s.CreateBucket(&s3.CreateBucketInput{
+		_, _ = s.CreateBucket(&s3.CreateBucketInput{
 			Bucket: aws.String(cache.BucketName),
 		})
-		if err != nil {
-			panic(err)
-		}
 	}

 	return &S3Cache{
--- a/pkg/common/types.go
+++ b/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 {
@@ -52,6 +55,8 @@ type PreAnalysis struct {
 	StatefulSet              appsv1.StatefulSet
 	NetworkPolicy            networkv1.NetworkPolicy
 	Node                     v1.Node
+	ValidatingWebhook        regv1.ValidatingWebhookConfiguration
+	MutatingWebhook          regv1.MutatingWebhookConfiguration
 	// Integrations
 	TrivyVulnerabilityReport trivy.VulnerabilityReport
 }
@@ -65,8 +70,9 @@ type Result struct {
 }

 type Failure struct {
-	Text      string
-	Sensitive []Sensitive
+	Text          string
+	KubernetesDoc string
+	Sensitive     []Sensitive
 }

 type Sensitive struct {
--- a/pkg/integration/integration.go
+++ b/pkg/integration/integration.go
@@ -66,7 +66,7 @@ func (*Integration) Get(name string) (IIntegration, error) {
 	return integrations[name], nil
 }

-func (*Integration) Activate(name string, namespace string, activeFilters []string) error {
+func (*Integration) Activate(name string, namespace string, activeFilters []string, skipInstall bool) error {
 	if _, ok := integrations[name]; !ok {
 		return errors.New("integration not found")
 	}
@@ -83,8 +83,10 @@ func (*Integration) Activate(name string, namespace string, activeFilters []stri

 	viper.Set("active_filters", uniqueFilters)

-	if err := integrations[name].Deploy(namespace); err != nil {
-		return err
+	if !skipInstall {
+		if err := integrations[name].Deploy(namespace); err != nil {
+			return err
+		}
 	}

 	if err := viper.WriteConfig(); err != nil {
--- a/pkg/kubernetes/apireference.go
+++ b/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
+}
--- a/pkg/kubernetes/kubernetes.go
+++ b/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
 }
@@ -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
 }
--- a/pkg/kubernetes/types.go
+++ b/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
+}
--- a/pkg/server/analyze.go
+++ b/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
+}
--- a/pkg/server/config.go
+++ b/pkg/server/config.go
@@ -0,0 +1,37 @@
+package server
+
+import (
+	"context"
+	"errors"
+
+	schemav1 "buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go/schema/v1"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
+)
+
+func (h *handler) AddConfig(ctx context.Context, i *schemav1.AddConfigRequest) (*schemav1.AddConfigResponse, error,
+) {
+	if i.Cache.BucketName == "" || i.Cache.Region == "" {
+		return nil, errors.New("BucketName & Region are required")
+	}
+
+	err := cache.AddRemoteCache(i.Cache.BucketName, i.Cache.Region)
+	if err != nil {
+		return &schemav1.AddConfigResponse{}, err
+	}
+
+	return &schemav1.AddConfigResponse{
+		Status: "Configuration updated.",
+	}, 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
+	}
+
+	return &schemav1.RemoveConfigResponse{
+		Status: "Successfully removed the remote cache",
+	}, nil
+}
--- a/pkg/server/handler.go
+++ b/pkg/server/handler.go
@@ -1,65 +1,9 @@
 package server

 import (
-	"context"
-	json "encoding/json"
-
 	rpc "buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go/schema/v1/schemav1grpc"
-	schemav1 "buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go/schema/v1"
-	"github.com/k8sgpt-ai/k8sgpt/pkg/analysis"
 )

 type handler struct {
-	rpc.UnimplementedServerServer
-}
-
-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),
-	)
-	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
+	rpc.UnimplementedServerServiceServer
 }
--- a/pkg/server/server.go
+++ b/pkg/server/server.go
@@ -69,7 +69,7 @@ func (s *Config) Serve() error {
 	grpcServerUnaryInterceptor := grpc.UnaryInterceptor(logInterceptor(s.Logger))
 	grpcServer := grpc.NewServer(grpcServerUnaryInterceptor)
 	reflection.Register(grpcServer)
-	rpc.RegisterServerServer(grpcServer, s.Handler)
+	rpc.RegisterServerServiceServer(grpcServer, s.Handler)
 	if err := grpcServer.Serve(
 		lis,
 	); err != nil && !errors.Is(err, http.ErrServerClosed) {
--- a/pkg/util/util.go
+++ b/pkg/util/util.go
@@ -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]
+}