chore(main): release 0.3.2 (#426 )

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
fix: improve default_prompt (#406 )
2026-03-19 19:42:38 +00:00 · 2023-05-16 21:07:02 +01:00 · 2023-05-16 20:03:33 +00:00 · 2023-05-16 12:54:53 +01:00 · 2023-05-16 13:31:19 +02:00 · 2023-05-16 09:48:09 +01:00
70 changed files with 2089 additions and 724 deletions
--- a/.github/CODEOWNERS
+++ b/.github/CODEOWNERS
@@ -9,4 +9,5 @@
 # Unless a later match takes precedence, these owners will be requested for
 # review when someone opens a pull request.

+/.github/settings.yml @k8sgpt-ai/maintainers
 * @k8sgpt-ai/maintainers @k8sgpt-ai/k8sgpt-maintainers @k8sgpt-ai/k8sgpt-approvers
--- a/.github/ISSUE_TEMPLATE/feature_request.md
+++ b/.github/ISSUE_TEMPLATE/feature_request.md
@@ -1,35 +0,0 @@
---
-name: Feature Request
-about: Suggest an idea for this project
-title: 'feature: '
-labels: 'type:question'
-assignees: '@k8sgpt-ai/maintainers'
---
-
-<!-- 
-Thank you for initiating this feature request 🤗
-
-To ensure conciseness, kindly try to adhere to the following format.
-->
-
-Checklist:
-* [ ] I've searched for similar issues and couldn't find anything matching
-* [ ] I've discussed this feature in the #k8sgpt slack channel
-
-## Is this feature request related to a problem?
-* [ ] Yes
-* [ ] No
-
-<!-- If yes, please provide a clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
-
-## Describe the solution you'd like
-<!-- A clear and concise description of what you want to happen. -->
-
-## Benefits for the project and its users
-<!-- Describe the benefits this feature will bring to the project and its users. -->
-
-## Potential drawbacks
-<!-- Describe any potential drawbacks this feature might bring to the project and its users. -->
-
-## Additional context
-<!-- Add any other context about your feature request here. If applicable, add drawings to help explain. -->
--- a/.github/ISSUE_TEMPLATE/question.md
+++ b/.github/ISSUE_TEMPLATE/question.md
@@ -1,50 +0,0 @@
---
-name: Question / Bug Report
-about: Create a report to help us improve
-title: 'question: '
-labels: 'type:question'
-assignees: ''
---
-
-<!-- 
-Thank you for initiating this issue request 🤗
-
-To ensure conciseness, kindly try to adhere to the following format.
-->
-
-Checklist:
-
-* [ ] I've searched for similar issues and couldn't find anything matching
-* [ ] I've included steps to reproduce the bug.
-* [ ] I've included the version of Kubernetes and k8sgpt.
-
-### Subject of the issue
-
-<!-- Describe your issue here. -->
-
-### Your environment
-
-<!-- Describe your environment here. -->
-
-* Version of Kubernetes
-  <!-- kubectl version -->
-* Host OS and its version / If windows, is it WSL?
-* Version of k8sgpt
-  <!-- k8sgpt version -->
-
-### Steps to reproduce
-
-<!-- Tell us how to reproduce this issue. -->
-
-* Step 1
-* Step 2
-
-### Expected behaviour
-<!-- Tell us what should happen -->
-
-### Actual behaviour
-
-<!-- Tell us what happens instead -->
-
-### Additional context / screenshots
-<!-- Add any other context about the problem here. If applicable, add screenshots to help explain. -->
--- a/.github/settings.yml
+++ b/.github/settings.yml
@@ -0,0 +1,47 @@
+repository:
+  name: "k8sgpt"
+  description: "Giving Kubernetes SRE superpowers to everyone"
+  homepage_url: "https://k8sgpt.ai"
+  topics: kubernetes, devops, tooling, openai, sre
+
+  default_branch: main
+  allow_squash_merge: true
+  allow_merge_commit: true
+  allow_rebase_merge: true
+
+  has_wiki: false
+
+  teams:
+    - name: "maintainers"
+      permission: "admin"
+    - name: "k8sgpt-maintainers"
+      permission: "maintain"
+    - name: "k8sgpt-approvers"
+      permission: "push"
+    - name: "contributors"
+      permission: "push"
+
+branches:
+  - name: main
+    protection:
+      required_pull_request_reviews:
+        required_approving_review_count: 1
+        dismiss_stale_reviews: true
+        require_code_owner_reviews: true
+        dismissal_restrictions: {}
+        code_owner_approval: true
+        required_conversation_resolution: true
+
+      required_status_checks:
+        strict: true
+        contexts:
+          - "DCO"
+
+      enforce_admins: true
+
+      required_linear_history: true
+
+      restrictions:
+        users: []
+        apps: []
+        teams: []
--- a/.github/workflows/golangci_lint.yaml
+++ b/.github/workflows/golangci_lint.yaml
@@ -0,0 +1,18 @@
+name: Run golangci-lint
+
+on:
+  pull_request:
+    branches: [ main ]
+
+jobs:
+  golangci-lint:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Check out code into the Go module directory
+        uses: actions/checkout@8e5e7e5ab8b370d6c329ec480221332ada57f0ab # v3
+
+      - name: golangci-lint
+        uses: reviewdog/action-golangci-lint@79d32f10b2ea0d4cebb755d849b048c4b40c3d50 # v2
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          reporter: github-pr-check
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -45,11 +45,11 @@ jobs:
        with:
          fetch-depth: 0
      - name: Set up Go
-        uses: actions/setup-go@4d34df0c2316fe8122ab82dc22947d607c0c91f9 # v4
+        uses: actions/setup-go@fac708d6674e30b6ba41289acaab6d4b75aa0753 # v4
        with:
          go-version: '1.20'
      - name: Download Syft
-        uses: anchore/sbom-action/download-syft@422cb34a0f8b599678c41b21163ea6088edb2624 # v0.14.1
+        uses: anchore/sbom-action/download-syft@4d571ad1038a9cc29d676154ef265ab8f9027042 # v0.14.2
      - name: Run GoReleaser
        uses: goreleaser/goreleaser-action@f82d6c1c344bcacabba2c841718984797f664a6b # v4
        with:
@@ -104,7 +104,7 @@ jobs:
          cache-to: type=gha,scope=${{ github.ref_name }}-${{ env.IMAGE_TAG }}

      - name: Generate SBOM
-        uses: anchore/sbom-action@422cb34a0f8b599678c41b21163ea6088edb2624 # v0.14.1
+        uses: anchore/sbom-action@4d571ad1038a9cc29d676154ef265ab8f9027042 # v0.14.2
        with:
          image: ${{ env.IMAGE_TAG }}
          artifact-name: sbom-${{ env.IMAGE_NAME }}
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -19,9 +19,13 @@ jobs:
      - uses: actions/checkout@8e5e7e5ab8b370d6c329ec480221332ada57f0ab # v3

      - name: Set up Go
-        uses: actions/setup-go@4d34df0c2316fe8122ab82dc22947d607c0c91f9 # v4
+        uses: actions/setup-go@fac708d6674e30b6ba41289acaab6d4b75aa0753 # v4
        with:
          go-version: ${{ env.GO_VERSION }}

-      - name: Test
-        run: go test -v ./...
+      - name: Unit Test
+        run: make test
+
+      - name: Fmt Test
+        run: fmtFiles=$(make fmt); if [ "$fmtFiles" != "" ];then exit 1; fi
+
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,7 @@
+.DS_Store
 k8sgpt*
+!charts/k8sgpt
 *.vscode
 dist/

-bin/
+bin/
--- a/.release-please-manifest.json
+++ b/.release-please-manifest.json
@@ -1 +1 @@
-{".":"0.2.7"}
+{".":"0.3.2"}
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,146 @@
 # Changelog

+## [0.3.2](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.1...v0.3.2) (2023-05-16)
+
+
+### Features
+
+* added the ability to set a user default AI provider ([#427](https://github.com/k8sgpt-ai/k8sgpt/issues/427)) ([cbe2fb4](https://github.com/k8sgpt-ai/k8sgpt/commit/cbe2fb4a4c160a0a24b3fb4602cae8e5eebd6aa0))
+
+
+### Bug Fixes
+
+* improve default_prompt ([#406](https://github.com/k8sgpt-ai/k8sgpt/issues/406)) ([06542b4](https://github.com/k8sgpt-ai/k8sgpt/commit/06542b4bf1aec193f11a40526a1b60be01972e66))
+* missing validation for backend option in remove command ([#429](https://github.com/k8sgpt-ai/k8sgpt/issues/429)) ([af826d5](https://github.com/k8sgpt-ai/k8sgpt/commit/af826d500fef0469b958250161b0827aa4ab2933))
+
+
+### Other
+
+* **deps:** bump github.com/docker/distribution ([#428](https://github.com/k8sgpt-ai/k8sgpt/issues/428)) ([3099909](https://github.com/k8sgpt-ai/k8sgpt/commit/30999091136c64173e5c15b789036c85f8b855f3))
+* **deps:** update actions/setup-go digest to fac708d ([#422](https://github.com/k8sgpt-ai/k8sgpt/issues/422)) ([097c791](https://github.com/k8sgpt-ai/k8sgpt/commit/097c7912b0572d0461f08af12e9f21c6618c13e4))
+* **deps:** update reviewdog/action-golangci-lint digest to 79d32f1 ([#425](https://github.com/k8sgpt-ai/k8sgpt/issues/425)) ([032576c](https://github.com/k8sgpt-ai/k8sgpt/commit/032576c728751522fe6cd8f255366cc3d5c0f23c))
+
+## [0.3.1](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.0...v0.3.1) (2023-05-15)
+
+
+### Features
+
+* add error message if analyze request fail ([#393](https://github.com/k8sgpt-ai/k8sgpt/issues/393)) ([639aa12](https://github.com/k8sgpt-ai/k8sgpt/commit/639aa12931b3fc9f99a4b34f33f583b9f427f40c))
+* add remove command to remove a backend AI provider ([#395](https://github.com/k8sgpt-ai/k8sgpt/issues/395)) ([c5b72ee](https://github.com/k8sgpt-ai/k8sgpt/commit/c5b72eee165a29d4ed59b0ec2f19e9f58267840d))
+* filters api ([#407](https://github.com/k8sgpt-ai/k8sgpt/issues/407)) ([e5e613a](https://github.com/k8sgpt-ai/k8sgpt/commit/e5e613acee0a99f108dd90affc55a18dee42ad9c))
+* use correct port to metrics ([#390](https://github.com/k8sgpt-ai/k8sgpt/issues/390)) ([5d4e591](https://github.com/k8sgpt-ai/k8sgpt/commit/5d4e591f11e555cac851205fff158ef22f702c33))
+
+
+### Bug Fixes
+
+* clusterole name ([#392](https://github.com/k8sgpt-ai/k8sgpt/issues/392)) ([123b8a6](https://github.com/k8sgpt-ai/k8sgpt/commit/123b8a66eed1af41b7bd4e558ba4f0f8ef947e98))
+* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go to v1.3.0-20230515081240-6b5b845c638e.1 ([#397](https://github.com/k8sgpt-ai/k8sgpt/issues/397)) ([a1f98ad](https://github.com/k8sgpt-ai/k8sgpt/commit/a1f98ad78ecd9a84d26e7a59c340e5410524e561))
+* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go to v1.28.1-20230510140658-54288a50e81c.4 ([#398](https://github.com/k8sgpt-ai/k8sgpt/issues/398)) ([50916f2](https://github.com/k8sgpt-ai/k8sgpt/commit/50916f2c93fb19b935f835eda1ba78b7c0465fe6))
+* **deps:** update module google.golang.org/grpc to v1.55.0 ([#389](https://github.com/k8sgpt-ai/k8sgpt/issues/389)) ([8cfb717](https://github.com/k8sgpt-ai/k8sgpt/commit/8cfb717dc15a6af489a16282d38d3495518bc919))
+* **deps:** update module helm.sh/helm/v3 to v3.12.0 ([#396](https://github.com/k8sgpt-ai/k8sgpt/issues/396)) ([c1410d1](https://github.com/k8sgpt-ai/k8sgpt/commit/c1410d169945341e9a635e12c2adcc87a08f8a09))
+* update engine's cmd flag to match the new cli layout ([#400](https://github.com/k8sgpt-ai/k8sgpt/issues/400)) ([aafe669](https://github.com/k8sgpt-ai/k8sgpt/commit/aafe669739aa8c38611d13deb08706096c7893e0))
+
+
+### Other
+
+* gofmt fix and enable in CI ([#414](https://github.com/k8sgpt-ai/k8sgpt/issues/414)) ([e66de8c](https://github.com/k8sgpt-ai/k8sgpt/commit/e66de8c4cea1213cda1db609f07cbb0c8f6591c3))
+* make go-lint happy ([#405](https://github.com/k8sgpt-ai/k8sgpt/issues/405)) ([ed73485](https://github.com/k8sgpt-ai/k8sgpt/commit/ed73485d92af0329915633d51c7eccdbce9b37cc))
+
+## [0.3.0](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.2.9...v0.3.0) (2023-05-09)
+
+
+### ⚠ BREAKING CHANGES
+
+* migrate api to grpc ([#386](https://github.com/k8sgpt-ai/k8sgpt/issues/386))
+
+### Features
+
+* add auth commands ([#369](https://github.com/k8sgpt-ai/k8sgpt/issues/369)) ([00aaae8](https://github.com/k8sgpt-ai/k8sgpt/commit/00aaae86d88812bd6b6be290ba440ea583ccc01c))
+* migrate api to grpc ([#386](https://github.com/k8sgpt-ai/k8sgpt/issues/386)) ([9998e76](https://github.com/k8sgpt-ai/k8sgpt/commit/9998e7620d2803b82b241482649449507040add3))
+
+
+### Bug Fixes
+
+* **deps:** update module github.com/sashabaranov/go-openai to v1.9.3 ([#378](https://github.com/k8sgpt-ai/k8sgpt/issues/378)) ([045a063](https://github.com/k8sgpt-ai/k8sgpt/commit/045a06350bf41d4177e67316978af8fcf02ff19a))
+* **deps:** update module golang.org/x/term to v0.8.0 ([#382](https://github.com/k8sgpt-ai/k8sgpt/issues/382)) ([65fff11](https://github.com/k8sgpt-ai/k8sgpt/commit/65fff11e585f8074fb77124b25339a09da313970))
+
+
+### Docs
+
+* update README ([#383](https://github.com/k8sgpt-ai/k8sgpt/issues/383)) ([d6bcb96](https://github.com/k8sgpt-ai/k8sgpt/commit/d6bcb96105a549eb772b790704c7ec27e374eafd))
+
+
+### Other
+
+* **deps:** update anchore/sbom-action action to v0.14.2 ([#387](https://github.com/k8sgpt-ai/k8sgpt/issues/387)) ([9192b26](https://github.com/k8sgpt-ai/k8sgpt/commit/9192b26fab2ce09c8a480256a15723ae788612c3))
+* fix the logo URL ([#384](https://github.com/k8sgpt-ai/k8sgpt/issues/384)) ([b6b0612](https://github.com/k8sgpt-ai/k8sgpt/commit/b6b06123db8914cae09dfa96edd92aff83823bdf))
+
+## [0.2.9](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.2.8...v0.2.9) (2023-05-03)
+
+
+### Features
+
+* add additionalLabels to Service Monitor ([#366](https://github.com/k8sgpt-ai/k8sgpt/issues/366)) ([a89a5cf](https://github.com/k8sgpt-ai/k8sgpt/commit/a89a5cfa2efd365cfc1c501c7055a315949c5f97))
+* add azure openai provider ([#309](https://github.com/k8sgpt-ai/k8sgpt/issues/309)) ([d8357ce](https://github.com/k8sgpt-ai/k8sgpt/commit/d8357ceb949e04d9dd21276a1d1dfcb60010c37a))
+* add helm chart ([#318](https://github.com/k8sgpt-ai/k8sgpt/issues/318)) ([5af8178](https://github.com/k8sgpt-ai/k8sgpt/commit/5af817880278771cf0b25d0936b90a45c089218c))
+* improving readme ([7471b76](https://github.com/k8sgpt-ai/k8sgpt/commit/7471b7679469bc7416ee35061a13e8442bfc532c))
+* rework output format ([#368](https://github.com/k8sgpt-ai/k8sgpt/issues/368)) ([8b49f70](https://github.com/k8sgpt-ai/k8sgpt/commit/8b49f708f364569994801757cf72982291c0de82))
+
+
+### Bug Fixes
+
+* **deps:** update module github.com/aquasecurity/trivy-operator to v0.13.2 ([#353](https://github.com/k8sgpt-ai/k8sgpt/issues/353)) ([363294c](https://github.com/k8sgpt-ai/k8sgpt/commit/363294c310ca1a6666d4d2dcba7e232387f0d41f))
+* **deps:** update module github.com/prometheus/client_golang to v1.15.1 ([#374](https://github.com/k8sgpt-ai/k8sgpt/issues/374)) ([799869b](https://github.com/k8sgpt-ai/k8sgpt/commit/799869bcef76be0d5b2169646de106bd3b441c50))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.9.1 ([#363](https://github.com/k8sgpt-ai/k8sgpt/issues/363)) ([766a15b](https://github.com/k8sgpt-ai/k8sgpt/commit/766a15b25a2669b101c717013dae0ea4f5d0daa3))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.9.2 ([#375](https://github.com/k8sgpt-ai/k8sgpt/issues/375)) ([8b82d59](https://github.com/k8sgpt-ai/k8sgpt/commit/8b82d59bd7a6837a543467f9d76c66e70f267b85))
+* update CONTRIBUTING.md Slack URL ([#373](https://github.com/k8sgpt-ai/k8sgpt/issues/373)) ([e0200e7](https://github.com/k8sgpt-ai/k8sgpt/commit/e0200e7fa05597b52c9f25fc2e9b744aea764b9a))
+
+
+### Docs
+
+* remove issue templates to use org wide ones ([#352](https://github.com/k8sgpt-ai/k8sgpt/issues/352)) ([3051b1c](https://github.com/k8sgpt-ai/k8sgpt/commit/3051b1ca343d739e48ff05c96468040adefc929a))
+* update README.md ([#356](https://github.com/k8sgpt-ai/k8sgpt/issues/356)) ([4e146fb](https://github.com/k8sgpt-ai/k8sgpt/commit/4e146fb152b79a43f3163a94389022b4325126d4))
+
+
+### Other
+
+* added changing banners ([#367](https://github.com/k8sgpt-ai/k8sgpt/issues/367)) ([4f6e833](https://github.com/k8sgpt-ai/k8sgpt/commit/4f6e833d3427adf82438186f52eee40293c50cd0))
+* **deps:** update golang docker tag to v1.20.4 ([#370](https://github.com/k8sgpt-ai/k8sgpt/issues/370)) ([9faa694](https://github.com/k8sgpt-ai/k8sgpt/commit/9faa69422dab812ec062c10a8fffb73160a3cd21))
+* **deps:** update reviewdog/action-golangci-lint digest to f5d8591 ([#362](https://github.com/k8sgpt-ai/k8sgpt/issues/362)) ([b8a5f3b](https://github.com/k8sgpt-ai/k8sgpt/commit/b8a5f3bab85e28f83259739958fe22ca0ada211a))
+* updated logo ([#365](https://github.com/k8sgpt-ai/k8sgpt/issues/365)) ([6431be7](https://github.com/k8sgpt-ai/k8sgpt/commit/6431be7771bd7c34d6beac14470bc6918b1793c4))
+
+## [0.2.8](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.2.7...v0.2.8) (2023-04-27)
+
+
+### Features
+
+* don't ask for password if backend is localai ([74d9a75](https://github.com/k8sgpt-ai/k8sgpt/commit/74d9a750ca01361eb81fdcc91eb5886ecff1d17c))
+* introduce linter to run on PR builds ([#333](https://github.com/k8sgpt-ai/k8sgpt/issues/333)) ([252c734](https://github.com/k8sgpt-ai/k8sgpt/commit/252c7343106bf64c86861a9452e8618efc72881c)), closes [#330](https://github.com/k8sgpt-ai/k8sgpt/issues/330)
+
+
+### Bug Fixes
+
+* remove dead code ([c29860d](https://github.com/k8sgpt-ai/k8sgpt/commit/c29860d418faa316bc167721e443f7b64eafd970))
+* report failure if network policy doesn't match any pods ([8adde6b](https://github.com/k8sgpt-ai/k8sgpt/commit/8adde6bf873b46f365146bc14fc4c8f46d82f8dc))
+* take `KUBECONFIG` env variable into consideration ([#340](https://github.com/k8sgpt-ai/k8sgpt/issues/340)) ([ee85d13](https://github.com/k8sgpt-ai/k8sgpt/commit/ee85d13d59e045519b087adaf55520acc2c205db)), closes [#331](https://github.com/k8sgpt-ai/k8sgpt/issues/331)
+* use a cache file name with a fixed size. ([#350](https://github.com/k8sgpt-ai/k8sgpt/issues/350)) ([dee4235](https://github.com/k8sgpt-ai/k8sgpt/commit/dee423519eb35f11c3e3a6dd64981e781899fe22))
+* use correct result slice for cronjob analyzer ([947e94f](https://github.com/k8sgpt-ai/k8sgpt/commit/947e94f35379712a2fb1e2a2c90636606e0e44b6))
+
+
+### Docs
+
+* fix README ([#345](https://github.com/k8sgpt-ai/k8sgpt/issues/345)) ([f8fa35c](https://github.com/k8sgpt-ai/k8sgpt/commit/f8fa35cf9d591691679d6881fcc203e3411d99aa))
+
+
+### Other
+
+* add settings ([#351](https://github.com/k8sgpt-ai/k8sgpt/issues/351)) ([3af3667](https://github.com/k8sgpt-ai/k8sgpt/commit/3af366788fb47ff87be0142446c027f5a90491e7))
+* **deps:** pin dependencies ([#336](https://github.com/k8sgpt-ai/k8sgpt/issues/336)) ([125341b](https://github.com/k8sgpt-ai/k8sgpt/commit/125341bdaacbc8bedbb333e498dabfb5c72a24c0))
+* logo update ([#339](https://github.com/k8sgpt-ai/k8sgpt/issues/339)) ([d4dcc7a](https://github.com/k8sgpt-ai/k8sgpt/commit/d4dcc7a3991a861923c8115c0c82759b9e83bcfa))
+* update Apache2 license ([#342](https://github.com/k8sgpt-ai/k8sgpt/issues/342)) ([aca5806](https://github.com/k8sgpt-ai/k8sgpt/commit/aca58064c36b3bc13699e055a7cca8a493320078))
+* update README.md ([#346](https://github.com/k8sgpt-ai/k8sgpt/issues/346)) ([14a3537](https://github.com/k8sgpt-ai/k8sgpt/commit/14a3537ce9bc9d581b78329be899a66bc14db648))
+* updated banner ([#343](https://github.com/k8sgpt-ai/k8sgpt/issues/343)) ([0995e00](https://github.com/k8sgpt-ai/k8sgpt/commit/0995e008fe64f5978c3a0cc9fb4c525470f00dfa))
+
 ## [0.2.7](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.2.6...v0.2.7) (2023-04-25)


--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -17,7 +17,7 @@ We're happy that you want to contribute to this project. Please read the section
 - We are also happy to help you find something to work on. Just reach out to us.

 **Getting in touch with the community**
-* Join our [#k8sgpt slack channel](https://slack.cloud-native.io/channels/k8sgpt)
+* Join our [#k8sgpt slack channel](https://join.slack.com/t/k8sgpt/shared_invite/zt-1rwe5fpzq-VNtJK8DmYbbm~iWL1H34nw)
 * Introduce yourself on the slack channel or open an issue to let us know that you are interested in contributing

 **Discuss issues**
--- a/2
+++ b/2
@@ -187,7 +187,7 @@
      same "printed page" as the copyright notice for easier
      identification within third-party archives.

-   Copyright [yyyy] [name of copyright owner]
+   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.
--- a/40
+++ b/40
@@ -10,6 +10,8 @@ ROOT_PACKAGE=github.com/k8sgpt-ai/k8sgpt
 SHELL := /bin/bash
 DIRS=$(shell ls)
 GO=go
+GOOS ?= $(shell go env GOOS)
+GOARCH ?= $(shell go env GOARCH)

 .DEFAULT_GOAL := help

@@ -61,17 +63,21 @@ tidy:

 ## deploy: Deploy k8sgpt
 .PHONY: deploy
-deploy:
+deploy: helm
 	@echo "===========> Deploying k8sgpt"
-	@$(call funcsecret)
+	$(HELM) install k8sgpt charts/k8sgpt -n k8sgpt --create-namespace
+
+## update: Update k8sgpt
+.PHONY: update
+update: helm
+	@echo "===========> Updating k8sgpt"
+	$(HELM) upgrade k8sgpt charts/k8sgpt -n k8sgpt

 ## undeploy: Undeploy k8sgpt
 .PHONY: undeploy
-undeploy:
+undeploy: helm
 	@echo "===========> Undeploying k8sgpt"
-	kubectl delete secret ai-backend-secret --namespace=k8sgpt
-	kubectl delete -f container/manifests
-	kubectl delete ns k8sgpt
+	$(HELM) uninstall k8sgpt -n k8sgpt

 ## docker-build: Build docker image
 .PHONY: docker-build
@@ -79,7 +85,6 @@ docker-build:
 	@echo "===========> Building docker image"
 	docker buildx build --build-arg=VERSION="$$(git describe --tags --abbrev=0)" --build-arg=COMMIT="$$(git rev-parse --short HEAD)" --build-arg DATE="$$(date +%FT%TZ)" --platform="linux/amd64,linux/arm64" -t ${IMG} -f container/Dockerfile . --push

-
 ## fmt: Run go fmt against code.
 .PHONY: fmt
 fmt:
@@ -137,11 +142,16 @@ copyright.add: tools.verify.addlicense
 #	@addlicense -y $(shell date +"%Y") -v -c "K8sgpt AI." -f $(LICENSE_TEMPLATE) $(CODE_DIRS)
 	@echo "===========> End the copyright is added..."

-define funcsecret
-ifndef SECRET
-	$(error SECRET environment variable is not set)
-endif
-	kubectl create ns k8sgpt || true
-	kubectl create secret generic ai-backend-secret --from-literal=secret-key=$(SECRET) --namespace=k8sgpt || true
-	kubectl apply -f container/manifests
-endef
+# =====
+# Tools
+
+HELM_VERSION ?= v3.11.3
+
+helm:
+	if ! test -f  $(OUTPUT_DIR)/helm-$(GOOS)-$(GOARCH); then \
+		curl -L https://get.helm.sh/helm-$(HELM_VERSION)-$(GOOS)-$(GOARCH).tar.gz | tar xz; \
+		mv $(GOOS)-$(GOARCH)/helm $(OUTPUT_DIR)/helm-$(GOOS)-$(GOARCH); \
+		chmod +x $(OUTPUT_DIR)/helm-$(GOOS)-$(GOARCH); \
+		rm -rf ./$(GOOS)-$(GOARCH)/; \
+	fi
+HELM=$(OUTPUT_DIR)/helm-$(GOOS)-$(GOARCH)
--- a/README.md
+++ b/README.md
@@ -7,6 +7,8 @@
 ![GitHub code size in bytes](https://img.shields.io/github/languages/code-size/k8sgpt-ai/k8sgpt)
 ![GitHub Workflow Status](https://img.shields.io/github/actions/workflow/status/k8sgpt-ai/k8sgpt/release.yaml)
 ![GitHub release (latest by date)](https://img.shields.io/github/v/release/k8sgpt-ai/k8sgpt)
+[![OpenSSF Best Practices](https://bestpractices.coreinfrastructure.org/projects/7272/badge)](https://bestpractices.coreinfrastructure.org/projects/7272)
+[![Link to documentation](https://img.shields.io/static/v1?label=%F0%9F%93%96&message=Documentation&color=blue)](https://docs.k8sgpt.ai/)

 `k8sgpt` is a tool for scanning your Kubernetes clusters, diagnosing, and triaging issues in simple English.

@@ -14,10 +16,10 @@ It has SRE experience codified into its analyzers and helps to pull out the most

 <a href="https://www.producthunt.com/posts/k8sgpt?utm_source=badge-featured&utm_medium=badge&utm_souce=badge-k8sgpt" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=389489&theme=light" alt="K8sGPT - K8sGPT&#0032;gives&#0032;Kubernetes&#0032;Superpowers&#0032;to&#0032;everyone | Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" /></a>

-# Installation
+# CLI Installation


-## Linux/Mac via brew
+### Linux/Mac via brew

 ```
 brew tap k8sgpt-ai/k8sgpt
@@ -30,7 +32,7 @@ brew install k8sgpt
  **32 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.7/k8sgpt_386.rpm
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.2/k8sgpt_386.rpm
  sudo rpm -ivh k8sgpt_386.rpm
  ```
  <!---x-release-please-end-->
@@ -39,7 +41,7 @@ brew install k8sgpt

  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.7/k8sgpt_amd64.rpm
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.2/k8sgpt_amd64.rpm
  sudo rpm -ivh -i k8sgpt_amd64.rpm
  ```
  <!---x-release-please-end-->
@@ -51,7 +53,7 @@ brew install k8sgpt
  **32 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.7/k8sgpt_386.deb
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.2/k8sgpt_386.deb
  sudo dpkg -i k8sgpt_386.deb
  ```
  <!---x-release-please-end-->
@@ -59,7 +61,7 @@ brew install k8sgpt

  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.7/k8sgpt_amd64.deb
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.2/k8sgpt_amd64.deb
  sudo dpkg -i k8sgpt_amd64.deb
  ```
  <!---x-release-please-end-->
@@ -72,14 +74,14 @@ brew install k8sgpt
  **32 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.7/k8sgpt_386.apk
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.2/k8sgpt_386.apk
  apk add k8sgpt_386.apk
  ```
  <!---x-release-please-end-->
  **64 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.7/k8sgpt_amd64.apk
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.2/k8sgpt_amd64.apk
  apk add k8sgpt_amd64.apk
  ```
  <!---x-release-please-end-->x
@@ -102,24 +104,24 @@ If you install gcc as suggested, the problem will persist. Therefore, you need t
 </details>


-## Windows
+### Windows

 * Download the latest Windows binaries of **k8sgpt** from the [Release](https://github.com/k8sgpt-ai/k8sgpt/releases)
  tab based on your system architecture.
 * Extract the downloaded package to your desired location. Configure the system *path* variable with the binary location

+## Operator Installation

-## Verify installation
+To install within a Kubernetes cluster please use our `k8sgpt-operator` with installation instructions available [here](https://github.com/k8sgpt-ai/k8sgpt-operator)

-* Run `k8sgpt version`
+_This mode of operation is ideal for continuous monitoring of your cluster and can integrate with your existing monitoring such as Prometheus and Alertmanager._

-<hr>

 ## Quick Start

 * Currently the default AI provider is OpenAI, you will need to generate an API key from [OpenAI](https://openai.com)
  * You can do this by running `k8sgpt generate` to open a browser link to generate it
-* Run `k8sgpt auth` to set it in k8sgpt.
+* Run `k8sgpt auth new` to set it in k8sgpt.
  * You can provide the password directly using the `--password` flag.
 * Run `k8sgpt filters` to manage the active filters used by the analyzer. By default, all filters are executed during analysis.
 * Run `k8sgpt analyze` to run a scan.
@@ -153,69 +155,13 @@ you will be able to write your own analyzers.
 - [x] pdbAnalyzer
 - [x] networkPolicyAnalyzer

-## Usage
-
-```
-Kubernetes debugging powered by AI
-
-Usage:
-  k8sgpt [command]
-
-Available Commands:
-  analyze     This command will find problems within your Kubernetes cluster
-  auth        Authenticate with your chosen backend
-  completion  Generate the autocompletion script for the specified shell
-  filters     Manage filters for analyzing Kubernetes resources
-  generate    Generate Key for your chosen backend (opens browser)
-  help        Help about any command
-  integration Intergrate another tool into K8sGPT
-  serve       Runs k8sgpt as a server
-  version     Print the version number of k8sgpt
-
-Flags:
-      --config string        config file (default is $HOME/.k8sgpt.yaml)
-  -h, --help                 help for k8sgpt
-      --kubeconfig string    Path to a kubeconfig. Only required if out-of-cluster. (default "$HOME/.kube/config")
-      --kubecontext string   Kubernetes context to use. Only required if out-of-cluster.
-
-Use "k8sgpt [command] --help" for more information about a command.
-```
-
-_Manage filters_
-
-_List filters_
-
-```
-k8sgpt filters list
-```
-
-_Add default filters_
-
-```
-k8sgpt filters add [filter(s)]
-```
-
-### Examples :
-
- Simple filter : `k8sgpt filters add Service`
- Multiple filters : `k8sgpt filters add Ingress,Pod`
-
-_Add default filters_
-
-```
-k8sgpt filters remove [filter(s)]
-```
-
-### Examples :
-
- Simple filter : `k8sgpt filters remove Service`
- Multiple filters : `k8sgpt filters remove Ingress,Pod`
+## Examples

 _Run a scan with the default analyzers_

 ```
 k8sgpt generate
-k8sgpt auth
+k8sgpt auth new
 k8sgpt analyze --explain
 ```

@@ -242,41 +188,55 @@ _Anonymize during explain_
 k8sgpt analyze --explain --filter=Service --output=json --anonymize
 ```

-### How does anonymization work?
-
-With this option, the data is anonymized before being sent to the AI Backend. During the analysis execution, `k8sgpt` retrieves sensitive data (Kubernetes object names, labels, etc.). This data is masked when sent to the AI backend and replaced by a key that can be used to de-anonymize the data when the solution is returned to the user.
-
+### Using filters
 <details>

-1. Error reported during analysis:
-```bash
-Error: HorizontalPodAutoscaler uses StatefulSet/fake-deployment as ScaleTargetRef which does not exist.
+_List filters_
+
+```
+k8sgpt filters list
 ```

-2. Payload sent to the AI backend:
-```bash
-Error: HorizontalPodAutoscaler uses StatefulSet/tGLcCRcHa1Ce5Rs as ScaleTargetRef which does not exist.
+_Add default filters_
+
+```
+k8sgpt filters add [filter(s)]
 ```

-3. Payload returned by the AI:
-```bash
-The Kubernetes system is trying to scale a StatefulSet named tGLcCRcHa1Ce5Rs 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.
+### Examples :
+
+- Simple filter : `k8sgpt filters add Service`
+- Multiple filters : `k8sgpt filters add Ingress,Pod`
+
+_Remove default filters_
+
+```
+k8sgpt filters remove [filter(s)]
 ```

-4. Payload returned to the user:
-```bash
-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.
-```
+### Examples :

-**Anonymization does not currently apply to events.**
+- Simple filter : `k8sgpt filters remove Service`
+- Multiple filters : `k8sgpt filters remove Ingress,Pod`

 </details>

+
 ### Additional commands

 <details>

-_Manage integrations_
+_List configured backends_
+
+```
+k8sgpt auth list
+```
+
+_Remove configured backends_
+
+```
+k8sgpt auth remove --backend $MY_BACKEND
+```

 _List integrations_

@@ -315,8 +275,121 @@ curl -X GET "http://localhost:8080/analyze?namespace=k8sgpt&explain=false"
 ```
 </details>

+## Additional AI providers  
+
+### Setting a new default AI provider
+
+<details>
+
+There may be scenarios where you wish to have K8sGPT plugged into several default AI providers. In this case you may wish to use one as a new default, other than OpenAI which is the project default.
+
+_To view available providers_
+
+```
+k8sgpt auth list
+Default:
+> openai
+Active:
+> openai
+> azureopenai
+Unused:
+> localai
+> noopai
+
+```
+
+_To set a new default provider_
+
+```
+k8sgpt auth default -p azureopenai
+Default provider set to azureopenai
+```
+
+
+</details>
+
+
+### Azure OpenAI  
+<em>Prerequisites:</em> an Azure OpenAI deployment is needed, please visit MS official [documentation](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal#create-a-resource) to create your own.
+
+To authenticate with k8sgpt, you will need the Azure OpenAI endpoint of your tenant `"https://your Azure OpenAI Endpoint"`, the api key to access your deployment, the deployment name of your model and the model name itself.  
+<details>
+
+### Run k8sgpt  
+To run k8sgpt, run `k8sgpt auth` with the `azureopenai` backend:  
+```
+k8sgpt auth new --backend azureopenai --baseurl https://<your Azure OpenAI endpoint> --engine <deployment_name> --model <model_name>
+```
+Lastly, enter your Azure API key, after the prompt.
+
+Now you are ready to analyze with the azure openai backend:  
+```
+k8sgpt analyze --explain --backend azureopenai
+```
+
+</details>
+
+### Running local models
+
+To run local models, it is possible to use OpenAI compatible APIs, for instance [LocalAI](https://github.com/go-skynet/LocalAI) which uses [llama.cpp](https://github.com/ggerganov/llama.cpp) and [ggml](https://github.com/ggerganov/ggml) to run inference on consumer-grade hardware. Models supported by LocalAI for instance are Vicuna, Alpaca, LLaMA, Cerebras, GPT4ALL, GPT4ALL-J and koala. 
+
+<details>
+
+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).
+
+### Start the API server
+
+To start the API server, follow the instruction in [LocalAI](https://github.com/go-skynet/LocalAI#example-use-gpt4all-j-model).
+
+### Run k8sgpt
+
+To run k8sgpt, run `k8sgpt auth new` with the `localai` backend:
+
+```
+k8sgpt auth new --backend localai --model <model_name> --baseurl http://localhost:8080/v1
+```
+
+Now you can analyze with the `localai` backend:
+
+```
+k8sgpt analyze --explain --backend localai
+```
+
+</details>  
+
+## How does anonymization work?
+
+With this option, the data is anonymized before being sent to the AI Backend. During the analysis execution, `k8sgpt` retrieves sensitive data (Kubernetes object names, labels, etc.). This data is masked when sent to the AI backend and replaced by a key that can be used to de-anonymize the data when the solution is returned to the user.
+
+<details>
+
+1. Error reported during analysis:
+```bash
+Error: HorizontalPodAutoscaler uses StatefulSet/fake-deployment as ScaleTargetRef which does not exist.
+```
+
+2. Payload sent to the AI backend:
+```bash
+Error: HorizontalPodAutoscaler uses StatefulSet/tGLcCRcHa1Ce5Rs as ScaleTargetRef which does not exist.
+```
+
+3. Payload returned by the AI:
+```bash
+The Kubernetes system is trying to scale a StatefulSet named tGLcCRcHa1Ce5Rs 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.
+```
+
+4. Payload returned to the user:
+```bash
+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.
+```
+
+**Anonymization does not currently apply to events.**
+
+</details>
+
 ## Configuration

+<details>
 `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:
@@ -325,7 +398,7 @@ Config file locations:
 | MacOS   | ~/Library/Application Support/k8sgpt/k8sgpt.yaml |
 | Linux   | ~/.config/k8sgpt/k8sgpt.yaml                     |
 | Windows | %LOCALAPPDATA%/k8sgpt/k8sgpt.yaml                |
-
+</details>

 ## Contributing

--- a/charts/k8sgpt/Chart.yaml
+++ b/charts/k8sgpt/Chart.yaml
@@ -0,0 +1,6 @@
+apiVersion: v2
+appVersion: v0.3.0 #x-release-please-version
+description: A Helm chart for K8SGPT
+name: k8sgpt
+type: application
+version: 1.0.0
--- a/charts/k8sgpt/templates/_helpers.tpl
+++ b/charts/k8sgpt/templates/_helpers.tpl
@@ -0,0 +1,44 @@
+{{/*
+Expand the name of the chart.
+*/}}
+{{- define "k8sgpt.name" -}}
+{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" }}
+{{- end }}
+
+{{/*
+Create a default fully qualified app name.
+We truncate at 63 chars because some Kubernetes name fields are limited to this (by the DNS naming spec).
+If release name contains chart name it will be used as a full name.
+*/}}
+{{- define "k8sgpt.fullname" -}}
+{{- if .Values.fullnameOverride }}
+{{- .Values.fullnameOverride | trunc 63 | trimSuffix "-" }}
+{{- else }}
+{{- $name := default .Chart.Name .Values.nameOverride }}
+{{- if contains $name .Release.Name }}
+{{- .Release.Name | trunc 63 | trimSuffix "-" }}
+{{- else }}
+{{- printf "%s-%s" .Release.Name $name | trunc 63 | trimSuffix "-" }}
+{{- end }}
+{{- end }}
+{{- end }}
+
+{{/*
+Create chart name and version as used by the chart label.
+*/}}
+{{- define "k8sgpt.chart" -}}
+{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" }}
+{{- end }}
+
+{{/*
+Common labels
+*/}}
+{{- define "k8sgpt.labels" -}}
+helm.sh/chart: {{ include "k8sgpt.chart" . }}
+app.kubernetes.io/name: {{ include "k8sgpt.name" . }}
+app.kubernetes.io/instance: {{ .Release.Name }}
+app.kubernetes.io/managed-by: {{ .Release.Service }}
+{{- if .Chart.AppVersion }}
+app.kubernetes.io/version: {{ .Chart.AppVersion }}
+{{- end }}
+{{- end }}
--- a/charts/k8sgpt/templates/deployment.yaml
+++ b/charts/k8sgpt/templates/deployment.yaml
@@ -0,0 +1,47 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: {{ template "k8sgpt.fullname" . }}
+  namespace: {{ .Release.Namespace | quote }}
+  {{- if .Values.deployment.annotations }}
+  annotations:
+  {{- toYaml .Values.deployment.annotations | nindent 4 }}
+  {{- end }}
+  labels:
+    {{- include "k8sgpt.labels" . | nindent 4 }}
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app.kubernetes.io/name: {{ include "k8sgpt.name" . }}
+      app.kubernetes.io/instance: {{ .Release.Name }}
+  template:
+    metadata:
+      labels:
+        app.kubernetes.io/name: {{ include "k8sgpt.name" . }}
+        app.kubernetes.io/instance: {{ .Release.Name }}
+    spec:
+      serviceAccountName: k8sgpt
+      containers:
+      - name: k8sgpt-container
+        imagePullPolicy: {{ .Values.deployment.imagePullPolicy }}
+        image: {{ .Values.deployment.image.repository }}:{{ .Values.deployment.image.tag | default .Chart.AppVersion }}
+        ports:
+        - containerPort: 8080
+        args: ["serve"]
+        {{- if .Values.deployment.resources }}
+        resources:
+        {{- toYaml .Values.deployment.resources | nindent 10 }}
+        {{- end }}
+        env:
+        - name: K8SGPT_MODEL
+          value: {{ .Values.deployment.env.model }}
+        - name: K8SGPT_BACKEND
+          value: {{ .Values.deployment.env.backend }}
+        {{- if .Values.secret.secretKey }}
+        - name: K8SGPT_PASSWORD
+          valueFrom:
+            secretKeyRef:
+              name: ai-backend-secret
+              key: secret-key
+        {{- end }}
--- a/charts/k8sgpt/templates/role.yaml
+++ b/charts/k8sgpt/templates/role.yaml
@@ -1,7 +1,10 @@
 apiVersion: rbac.authorization.k8s.io/v1
 kind: ClusterRole
 metadata:
-  name: k8sgpt-cluster-role-all
+  name: {{ template "k8sgpt.fullname" . }}
+  namespace: {{ .Release.Namespace | quote }}
+  labels:
+    {{- include "k8sgpt.labels" . | nindent 4 }}
 rules:
 - apiGroups:
  - '*'
--- a/charts/k8sgpt/templates/rolebinding.yaml
+++ b/charts/k8sgpt/templates/rolebinding.yaml
@@ -0,0 +1,15 @@
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRoleBinding
+metadata:
+  name: {{ template "k8sgpt.fullname" . }}
+  namespace: {{ .Release.Namespace | quote }}
+  labels:
+    {{- include "k8sgpt.labels" . | nindent 4 }}
+subjects:
+- kind: ServiceAccount
+  name: {{ template "k8sgpt.fullname" . }}
+  namespace: {{ .Release.Namespace | quote }}
+roleRef:
+  kind: ClusterRole
+  name: {{ template "k8sgpt.fullname" . }}
+  apiGroup: rbac.authorization.k8s.io
--- a/charts/k8sgpt/templates/sa.yaml
+++ b/charts/k8sgpt/templates/sa.yaml
@@ -0,0 +1,7 @@
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: {{ template "k8sgpt.fullname" . }}
+  namespace: {{ .Release.Namespace | quote }}
+  labels:
+    {{- include "k8sgpt.labels" . | nindent 4 }}
--- a/charts/k8sgpt/templates/secret.yaml
+++ b/charts/k8sgpt/templates/secret.yaml
@@ -0,0 +1,10 @@
+{{- if .Values.secret.secretKey }}
+apiVersion: v1
+data:
+  secret-key: {{ .Values.secret.secretKey }}
+kind: Secret
+metadata:
+  name: ai-backend-secret
+  namespace: {{ .Release.Namespace | quote }}
+type: Opaque
+{{- end}}
--- a/charts/k8sgpt/templates/service.yaml
+++ b/charts/k8sgpt/templates/service.yaml
@@ -0,0 +1,22 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: {{ template "k8sgpt.fullname" . }}
+  namespace: {{ .Release.Namespace | quote }}
+  labels:
+    {{- include "k8sgpt.labels" . | nindent 4 }}
+  {{- if .Values.service.annotations }}
+  annotations:
+  {{- toYaml .Values.service.annotations | nindent 4 }}
+  {{- end }}
+spec:
+  selector:
+    app.kubernetes.io/name: {{ include "k8sgpt.name" . }}
+  ports:
+    - name: http
+      port: 8080
+      targetPort: 8080
+    - name: metrics
+      port: 8081
+      targetPort: 8081
+  type: {{ .Values.service.type }}
--- a/charts/k8sgpt/templates/serviceMonitor.yaml
+++ b/charts/k8sgpt/templates/serviceMonitor.yaml
@@ -0,0 +1,21 @@
+{{- if .Values.serviceMonitor.enabled }}
+apiVersion: monitoring.coreos.com/v1
+kind: ServiceMonitor
+metadata:
+  name: {{ template "k8sgpt.fullname" . }}
+  namespace: {{ .Release.Namespace | quote }}
+  labels:
+    {{- include "k8sgpt.labels" . | nindent 4 }}
+  {{- if .Values.serviceMonitor.additionalLabels }}
+    {{- toYaml .Values.serviceMonitor.additionalLabels | nindent 4 }}
+  {{- end }}
+spec:
+  endpoints:
+  - honorLabels: true
+    path: /metrics
+    port: metrics
+  selector:
+    matchLabels:
+      app.kubernetes.io/name: {{ include "k8sgpt.name" . }}
+      app.kubernetes.io/instance: {{ .Release.Name }}
+{{- end }}
--- a/charts/k8sgpt/values.yaml
+++ b/charts/k8sgpt/values.yaml
@@ -0,0 +1,27 @@
+deployment:
+  image:
+    repository: ghcr.io/k8sgpt-ai/k8sgpt
+    tag: "" # defaults to Chart.appVersion if unspecified
+  imagePullPolicy: Always
+  annotations: {}
+  env:
+    model: "gpt-3.5-turbo"
+    backend: "openai" # one of: [ openai | llama ]
+  resources:
+    limits:
+      cpu: "1"
+      memory: "512Mi"
+    requests:
+      cpu: "0.2"
+      memory: "156Mi"
+
+secret:
+  secretKey: "" # base64 encoded OpenAI token
+
+service:
+  type: ClusterIP
+  annotations: {}
+
+serviceMonitor:
+  enabled: false
+  additionalLabels: {}
--- a/cmd/analyze/analyze.go
+++ b/cmd/analyze/analyze.go
@@ -51,12 +51,7 @@ var AnalyzeCmd = &cobra.Command{
 			os.Exit(1)
 		}

-		analysisErrors := config.RunAnalysis()
-		if len(analysisErrors) != 0 {
-			for _, err := range analysisErrors {
-				color.Red("Error: %s", err)
-			}
-		}
+		config.RunAnalysis()

 		if explain {
 			err := config.GetAIResults(output, anonymize)
--- a/cmd/auth/auth.go
+++ b/cmd/auth/auth.go
@@ -14,16 +14,8 @@ limitations under the License.
 package auth

 import (
-	"fmt"
-	"os"
-	"strings"
-	"syscall"
-
-	"github.com/fatih/color"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
 	"github.com/spf13/cobra"
-	"github.com/spf13/viper"
-	"golang.org/x/term"
 )

 var (
@@ -31,90 +23,31 @@ var (
 	password string
 	baseURL  string
 	model    string
+	engine   string
 )

+var configAI ai.AIConfiguration
+
 // authCmd represents the auth command
 var AuthCmd = &cobra.Command{
 	Use:   "auth",
 	Short: "Authenticate with your chosen backend",
 	Long:  `Provide the necessary credentials to authenticate with your chosen backend.`,
 	Run: func(cmd *cobra.Command, args []string) {
-
-		// get ai configuration
-		var configAI ai.AIConfiguration
-		err := viper.UnmarshalKey("ai", &configAI)
-		if err != nil {
-			color.Red("Error: %v", err)
-			os.Exit(1)
+		if len(args) == 0 {
+			_ = cmd.Help()
+			return
 		}
-
-		// search for provider with same name
-		providerIndex := -1
-		for i, provider := range configAI.Providers {
-			if backend == provider.Name {
-				providerIndex = i
-				break
-			}
-		}
-
-		// check if backend is not empty
-		if backend == "" {
-			color.Red("Error: Backend AI cannot be empty.")
-			os.Exit(1)
-		}
-
-		color.Green("Using %s as backend AI provider", backend)
-
-		// check if model is not empty
-		if model == "" {
-			color.Red("Error: Model cannot be empty.")
-			os.Exit(1)
-		}
-
-		if password == "" {
-			fmt.Printf("Enter %s Key: ", backend)
-			bytePassword, err := term.ReadPassword(int(syscall.Stdin))
-			if err != nil {
-				color.Red("Error reading %s Key from stdin: %s", backend,
-					err.Error())
-				os.Exit(1)
-			}
-			password = strings.TrimSpace(string(bytePassword))
-		}
-
-		// create new provider object
-		newProvider := ai.AIProvider{
-			Name:     backend,
-			Model:    model,
-			Password: password,
-			BaseURL:  baseURL,
-		}
-
-		if providerIndex == -1 {
-			// provider with same name does not exist, add new provider to list
-			configAI.Providers = append(configAI.Providers, newProvider)
-			color.Green("New provider added")
-		} else {
-			// provider with same name exists, update provider info
-			configAI.Providers[providerIndex] = newProvider
-			color.Green("Provider updated")
-		}
-		viper.Set("ai", configAI)
-		if err := viper.WriteConfig(); err != nil {
-			color.Red("Error writing config file: %s", err.Error())
-			os.Exit(1)
-		}
-		color.Green("key added")
 	},
 }

 func init() {
-	// add flag for backend
-	AuthCmd.Flags().StringVarP(&backend, "backend", "b", "openai", "Backend AI provider")
-	// add flag for model
-	AuthCmd.Flags().StringVarP(&model, "model", "m", "gpt-3.5-turbo", "Backend AI model")
-	// add flag for password
-	AuthCmd.Flags().StringVarP(&password, "password", "p", "", "Backend AI password")
-	// add flag for url
-	AuthCmd.Flags().StringVarP(&baseURL, "baseurl", "u", "", "URL AI provider, (e.g `http://localhost:8080/v1`)")
+	// add subcommand to list backends
+	AuthCmd.AddCommand(listCmd)
+	// add subcommand to create new backend provider
+	AuthCmd.AddCommand(newCmd)
+	// add subcommand to remove new backend provider
+	AuthCmd.AddCommand(removeCmd)
+	// add subcommand to set default backend provider
+	AuthCmd.AddCommand(defaultCmd)
 }
--- a/cmd/auth/default.go
+++ b/cmd/auth/default.go
@@ -0,0 +1,79 @@
+/*
+Copyright 2023 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package auth
+
+import (
+	"os"
+	"strings"
+
+	"github.com/fatih/color"
+	"github.com/spf13/cobra"
+	"github.com/spf13/viper"
+)
+
+var (
+	providerName string
+)
+
+var defaultCmd = &cobra.Command{
+	Use:   "default",
+	Short: "Set your default AI backend provider",
+	Long:  "The command to set your new default AI backend provider (default is openai)",
+	Run: func(cmd *cobra.Command, args []string) {
+		err := viper.UnmarshalKey("ai", &configAI)
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+		if providerName == "" {
+			if configAI.DefaultProvider != "" {
+				color.Yellow("Your default provider is %s", configAI.DefaultProvider)
+			} else {
+				color.Yellow("Your default provider is openai")
+			}
+			os.Exit(0)
+		}
+		// lowercase the provider name
+		providerName = strings.ToLower(providerName)
+
+		// Check if the provider is in the provider list
+		providerExists := false
+		for _, provider := range configAI.Providers {
+			if provider.Name == providerName {
+				providerExists = true
+			}
+		}
+		if !providerExists {
+			color.Red("Error: Provider %s does not exist", providerName)
+			os.Exit(1)
+		}
+		// Set the default provider
+		configAI.DefaultProvider = providerName
+
+		viper.Set("ai", configAI)
+		// Viper write config
+		err = viper.WriteConfig()
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+		// Print acknowledgement
+		color.Green("Default provider set to %s", providerName)
+	},
+}
+
+func init() {
+	// provider name flag
+	defaultCmd.Flags().StringVarP(&providerName, "provider", "p", "", "The name of the provider to set as default")
+}
--- a/cmd/auth/list.go
+++ b/cmd/auth/list.go
@@ -0,0 +1,73 @@
+/*
+Copyright 2023 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package auth
+
+import (
+	"fmt"
+	"os"
+
+	"github.com/fatih/color"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
+	"github.com/spf13/cobra"
+	"github.com/spf13/viper"
+)
+
+var listCmd = &cobra.Command{
+	Use:   "list",
+	Short: "List configured providers",
+	Long:  "The list command displays a list of configured providers",
+	Run: func(cmd *cobra.Command, args []string) {
+
+		// get ai configuration
+		err := viper.UnmarshalKey("ai", &configAI)
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+
+		// Print the default if it is set
+		fmt.Print(color.YellowString("Default: \n"))
+		if configAI.DefaultProvider != "" {
+			fmt.Printf("> %s\n", color.BlueString(configAI.DefaultProvider))
+		} else {
+			fmt.Printf("> %s\n", color.BlueString("openai"))
+		}
+
+		// Get list of all AI Backends and only print htem if they are not in the provider list
+		fmt.Print(color.YellowString("Active: \n"))
+		for _, aiBackend := range ai.Backends {
+			providerExists := false
+			for _, provider := range configAI.Providers {
+				if provider.Name == aiBackend {
+					providerExists = true
+				}
+			}
+			if providerExists {
+				fmt.Printf("> %s\n", color.GreenString(aiBackend))
+			}
+		}
+		fmt.Print(color.YellowString("Unused: \n"))
+		for _, aiBackend := range ai.Backends {
+			providerExists := false
+			for _, provider := range configAI.Providers {
+				if provider.Name == aiBackend {
+					providerExists = true
+				}
+			}
+			if !providerExists {
+				fmt.Printf("> %s\n", color.RedString(aiBackend))
+			}
+		}
+	},
+}
--- a/cmd/auth/new.go
+++ b/cmd/auth/new.go
@@ -0,0 +1,126 @@
+/*
+Copyright 2023 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package auth
+
+import (
+	"fmt"
+	"os"
+	"strings"
+	"syscall"
+
+	"github.com/fatih/color"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
+	"github.com/spf13/cobra"
+	"github.com/spf13/viper"
+	"golang.org/x/term"
+)
+
+var newCmd = &cobra.Command{
+	Use:   "new",
+	Short: "Configure new provider",
+	Long:  "The new command allows to configure a new backend AI provider",
+	PreRun: func(cmd *cobra.Command, args []string) {
+		backend, _ := cmd.Flags().GetString("backend")
+		if strings.ToLower(backend) == "azureopenai" {
+			_ = cmd.MarkFlagRequired("engine")
+			_ = cmd.MarkFlagRequired("baseurl")
+		}
+	},
+	Run: func(cmd *cobra.Command, args []string) {
+
+		// get ai configuration
+		err := viper.UnmarshalKey("ai", &configAI)
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+
+		// search for provider with same name
+		providerIndex := -1
+		for i, provider := range configAI.Providers {
+			if backend == provider.Name {
+				providerIndex = i
+				break
+			}
+		}
+
+		validBackend := func(validBackends []string, backend string) bool {
+			for _, b := range validBackends {
+				if b == backend {
+					return true
+				}
+			}
+			return false
+		}
+
+		// check if backend is not empty and a valid value
+		if backend == "" || !validBackend(ai.Backends, backend) {
+			color.Red("Error: Backend AI cannot be empty and accepted values are '%v'", strings.Join(ai.Backends, ", "))
+			os.Exit(1)
+		}
+
+		// check if model is not empty
+		if model == "" {
+			color.Red("Error: Model cannot be empty.")
+			os.Exit(1)
+		}
+
+		if ai.NeedPassword(backend) && password == "" {
+			fmt.Printf("Enter %s Key: ", backend)
+			bytePassword, err := term.ReadPassword(int(syscall.Stdin))
+			if err != nil {
+				color.Red("Error reading %s Key from stdin: %s", backend,
+					err.Error())
+				os.Exit(1)
+			}
+			password = strings.TrimSpace(string(bytePassword))
+		}
+
+		// create new provider object
+		newProvider := ai.AIProvider{
+			Name:     backend,
+			Model:    model,
+			Password: password,
+			BaseURL:  baseURL,
+			Engine:   engine,
+		}
+
+		if providerIndex == -1 {
+			// provider with same name does not exist, add new provider to list
+			configAI.Providers = append(configAI.Providers, newProvider)
+			viper.Set("ai", configAI)
+			if err := viper.WriteConfig(); err != nil {
+				color.Red("Error writing config file: %s", err.Error())
+				os.Exit(1)
+			}
+			color.Green("%s added to the AI backend provider list", backend)
+		} else {
+			// provider with same name exists, update provider info
+			color.Yellow("Provider with same name already exists, use update command to modify an existing provider configuration")
+		}
+	},
+}
+
+func init() {
+	// add flag for backend
+	newCmd.Flags().StringVarP(&backend, "backend", "b", "openai", "Backend AI provider")
+	// add flag for model
+	newCmd.Flags().StringVarP(&model, "model", "m", "gpt-3.5-turbo", "Backend AI model")
+	// add flag for password
+	newCmd.Flags().StringVarP(&password, "password", "p", "", "Backend AI password")
+	// add flag for url
+	newCmd.Flags().StringVarP(&baseURL, "baseurl", "u", "", "URL AI provider, (e.g `http://localhost:8080/v1`)")
+	// add flag for azure open ai engine/deployment name
+	newCmd.Flags().StringVarP(&engine, "engine", "e", "", "Azure AI deployment name")
+}
--- a/cmd/auth/remove.go
+++ b/cmd/auth/remove.go
@@ -0,0 +1,64 @@
+/*
+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"
+
+	"github.com/fatih/color"
+	"github.com/spf13/cobra"
+	"github.com/spf13/viper"
+)
+
+var removeCmd = &cobra.Command{
+	Use:   "remove",
+	Short: "Remove a provider",
+	Long:  "The command to remove an AI backend provider",
+	Run: func(cmd *cobra.Command, args []string) {
+		err := viper.UnmarshalKey("ai", &configAI)
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+
+		if backend == "" {
+			color.Red("Error: --backend option must be set.")
+			os.Exit(1)
+		}
+
+		foundBackend := false
+		for i, provider := range configAI.Providers {
+			if backend == provider.Name {
+				foundBackend = true
+				configAI.Providers = append(configAI.Providers[:i], configAI.Providers[i+1:]...)
+				break
+			}
+		}
+		if !foundBackend {
+			color.Red("Error: %s does not exist in configuration file. Please use k8sgpt auth new.", backend)
+			os.Exit(1)
+		}
+		viper.Set("ai", configAI)
+		if err := viper.WriteConfig(); err != nil {
+			color.Red("Error writing config file: %s", err.Error())
+			os.Exit(1)
+		}
+
+	},
+}
+
+func init() {
+	// add flag for backend
+	removeCmd.Flags().StringVarP(&backend, "backend", "b", "", "Backend AI provider")
+}
--- a/cmd/filters/filters.go
+++ b/cmd/filters/filters.go
@@ -25,7 +25,7 @@ var FiltersCmd = &cobra.Command{
 	You can list available filters to analyze resources.`,
 	Run: func(cmd *cobra.Command, args []string) {
 		if len(args) == 0 {
-			cmd.Help()
+			_ = cmd.Help()
 			return
 		}
 	},
--- a/cmd/filters/list.go
+++ b/cmd/filters/list.go
@@ -37,7 +37,7 @@ var listCmd = &cobra.Command{
 			activeFilters = coreFilters
 		}
 		inactiveFilters := util.SliceDiff(availableFilters, activeFilters)
-		fmt.Printf(color.YellowString("Active: \n"))
+		fmt.Print(color.YellowString("Active: \n"))
 		for _, filter := range activeFilters {

 			// if the filter is an integration, mark this differently
@@ -50,7 +50,7 @@ var listCmd = &cobra.Command{

 		// display inactive filters
 		if len(inactiveFilters) != 0 {
-			fmt.Printf(color.YellowString("Unused: \n"))
+			fmt.Print(color.YellowString("Unused: \n"))
 			for _, filter := range inactiveFilters {
 				// if the filter is an integration, mark this differently
 				if util.SliceContainsString(integrationFilters, filter) {
--- a/cmd/integration/integration.go
+++ b/cmd/integration/integration.go
@@ -32,7 +32,7 @@ var IntegrationCmd = &cobra.Command{
 	
 	This would allow you to deploy trivy into your cluster and use a K8sGPT analyzer to parse trivy results.`,
 	Run: func(cmd *cobra.Command, args []string) {
-		cmd.Help()
+		_ = cmd.Help()
 	},
 }

--- a/cmd/root.go
+++ b/cmd/root.go
@@ -14,21 +14,19 @@ limitations under the License.
 package cmd

 import (
-	"fmt"
 	"os"
 	"path/filepath"
+
 	"github.com/adrg/xdg"
-	"github.com/fatih/color"
-	"github.com/k8sgpt-ai/k8sgpt/cmd/serve"
-	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/analyze"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/auth"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/filters"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/generate"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/integration"
+	"github.com/k8sgpt-ai/k8sgpt/cmd/serve"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
-	"k8s.io/client-go/util/homedir"
 )

 var (
@@ -63,10 +61,6 @@ func init() {

 	cobra.OnInitialize(initConfig)

-	var kubeconfigPath string
-	if home := homedir.HomeDir(); home != "" {
-		kubeconfigPath = filepath.Join(home, ".kube", "config")
-	}
 	rootCmd.AddCommand(auth.AuthCmd)
 	rootCmd.AddCommand(analyze.AnalyzeCmd)
 	rootCmd.AddCommand(filters.FiltersCmd)
@@ -75,7 +69,7 @@ func init() {
 	rootCmd.AddCommand(serve.ServeCmd)
 	rootCmd.PersistentFlags().StringVar(&cfgFile, "config", "", "config file (default is $HOME/.k8sgpt.yaml)")
 	rootCmd.PersistentFlags().StringVar(&kubecontext, "kubecontext", "", "Kubernetes context to use. Only required if out-of-cluster.")
-	rootCmd.PersistentFlags().StringVar(&kubeconfig, "kubeconfig", kubeconfigPath, "Path to a kubeconfig. Only required if out-of-cluster.")
+	rootCmd.PersistentFlags().StringVar(&kubeconfig, "kubeconfig", "", "Path to a kubeconfig. Only required if out-of-cluster.")
 }

 // initConfig reads in config file and ENV variables if set.
@@ -91,7 +85,7 @@ func initConfig() {
 		viper.SetConfigType("yaml")
 		viper.SetConfigName("k8sgpt")

-		viper.SafeWriteConfig()
+		_ = viper.SafeWriteConfig()
 	}

 	viper.Set("kubecontext", kubecontext)
@@ -102,6 +96,7 @@ func initConfig() {

 	// If a config file is found, read it in.
 	if err := viper.ReadInConfig(); err == nil {
+		_ = 1
 		//	fmt.Fprintln(os.Stderr, "Using config file:", viper.ConfigFileUsed())
 	}
 }
@@ -120,14 +115,7 @@ func performConfigMigrationIfNeeded() {
 	err = util.EnsureDirExists(configDir)
 	cobra.CheckErr(err)

-	if oldConfigExists && newConfigExists {
-		fmt.Fprintln(os.Stderr, color.RedString("Warning: Legacy config file at `%s` detected! This file will be ignored!", oldConfig))
-		return
-	}
-
 	if oldConfigExists && !newConfigExists {
-		fmt.Fprintln(os.Stderr, color.RedString("Performing config file migration from `%s` to `%s`", oldConfig, newConfig))
-
 		err = os.Rename(oldConfig, newConfig)
 		cobra.CheckErr(err)
 	}
--- a/cmd/serve/serve.go
+++ b/cmd/serve/serve.go
@@ -21,12 +21,13 @@ import (
 	k8sgptserver "github.com/k8sgpt-ai/k8sgpt/pkg/server"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
+	"go.uber.org/zap"
 )

 var (
-	port    string
-	backend string
-	token   string
+	port        string
+	metricsPort string
+	backend     string
 )

 var ServeCmd = &cobra.Command{
@@ -48,17 +49,17 @@ var ServeCmd = &cobra.Command{
 			password := os.Getenv("K8SGPT_PASSWORD")
 			model := os.Getenv("K8SGPT_MODEL")
 			baseURL := os.Getenv("K8SGPT_BASEURL")
-
+			engine := os.Getenv("K8SGPT_ENGINE")
 			// If the envs are set, allocate in place to the aiProvider
 			// else exit with error
-			envIsSet := backend != "" || password != "" || model != "" || baseURL != ""
-
+			envIsSet := backend != "" || password != "" || model != ""
 			if envIsSet {
 				aiProvider = &ai.AIProvider{
 					Name:     backend,
 					Password: password,
 					Model:    model,
 					BaseURL:  baseURL,
+					Engine:   engine,
 				}

 				configAI.Providers = append(configAI.Providers, *aiProvider)
@@ -76,10 +77,10 @@ var ServeCmd = &cobra.Command{
 		if aiProvider == nil {
 			for _, provider := range configAI.Providers {
 				if backend == provider.Name {
-          // he pointer to the range variable is not really an issue here, as there
-          // is a break right after, but to prevent potential future issues, a temp
-          // variable is assigned
-          p := provider
+					// the pointer to the range variable is not really an issue here, as there
+					// is a break right after, but to prevent potential future issues, a temp
+					// variable is assigned
+					p := provider
 					aiProvider = &p
 					break
 				}
@@ -91,23 +92,42 @@ var ServeCmd = &cobra.Command{
 			os.Exit(1)
 		}

-		server := k8sgptserver.Config{
-			Backend: aiProvider.Name,
-			Port:    port,
-			Token:   aiProvider.Password,
-		}
-
-		err = server.Serve()
+		logger, err := zap.NewProduction()
 		if err != nil {
-			color.Red("Error: %v", err)
+			color.Red("failed to create logger: %v", err)
 			os.Exit(1)
 		}
-		// override the default backend if a flag is provided
+		defer logger.Sync()
+
+		server := k8sgptserver.Config{
+			Backend:     aiProvider.Name,
+			Port:        port,
+			MetricsPort: metricsPort,
+			Token:       aiProvider.Password,
+			Logger:      logger,
+		}
+		go func() {
+			if err := server.ServeMetrics(); err != nil {
+				color.Red("Error: %v", err)
+				os.Exit(1)
+			}
+		}()
+
+		go func() {
+			if err := server.Serve(); err != nil {
+				color.Red("Error: %v", err)
+				os.Exit(1)
+			}
+		}()
+
+		// Wait for both servers to exit
+		select {}
 	},
 }

 func init() {
 	// add flag for backend
 	ServeCmd.Flags().StringVarP(&port, "port", "p", "8080", "Port to run the server on")
+	ServeCmd.Flags().StringVarP(&metricsPort, "metrics-port", "", "8081", "Port to run the metrics-server on")
 	ServeCmd.Flags().StringVarP(&backend, "backend", "b", "openai", "Backend AI provider")
 }
--- a/container/Dockerfile
+++ b/container/Dockerfile
@@ -9,7 +9,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.

-FROM golang:1.20.3-alpine3.16 AS builder
+FROM golang:1.20.4-alpine3.16 AS builder

 ENV CGO_ENABLED=0

--- a/container/dashboards/k8sgpt-dashboard.json
+++ b/container/dashboards/k8sgpt-dashboard.json
@@ -47,7 +47,7 @@
                    "showLineNumbers": false,
                    "showMiniMap": false
                },
-                "content": "![K8sGPT Logo](https://k8sgpt.ai/images/logo-white.png)",
+                "content": "![K8sGPT Logo](https://k8sgpt.ai/images/logo-black.png)",
                "mode": "markdown"
            },
            "pluginVersion": "9.4.7",
--- a/container/manifests/deployment.yaml
+++ b/container/manifests/deployment.yaml
@@ -1,42 +0,0 @@
-apiVersion: apps/v1
-kind: Deployment
-metadata:
-  name: k8sgpt-deployment
-  namespace: k8sgpt
-  labels:
-    app: k8sgpt
-spec:
-  replicas: 1
-  selector:
-    matchLabels:
-      app: k8sgpt
-  template:
-    metadata:
-      labels:
-        app: k8sgpt
-    spec:
-      serviceAccountName: k8sgpt
-      containers:
-      - name: k8sgpt-container
-        imagePullPolicy: Always
-        image: ghcr.io/k8sgpt-ai/k8sgpt:v0.2.7 #x-release-please-version
-        ports:
-        - containerPort: 8080
-        args: ["serve"]
-        resources:
-          limits:
-            cpu: "1"
-            memory: "512Mi"
-          requests:
-            cpu: "0.2"
-            memory: "156Mi"
-        env:
-        - name: K8SGPT_MODEL
-          value: "gpt-3.5-turbo"
-        - name: K8SGPT_BACKEND
-          value: "openai"
-        - name: K8SGPT_PASSWORD
-          valueFrom:
-            secretKeyRef:
-              name: ai-backend-secret
-              key: secret-key
--- a/container/manifests/rolebinding.yaml
+++ b/container/manifests/rolebinding.yaml
@@ -1,13 +0,0 @@
-apiVersion: rbac.authorization.k8s.io/v1
-kind: ClusterRoleBinding
-metadata:
-  name: k8sgpt-rolebinding
-  namespace: k8sgpt
-subjects:
- kind: ServiceAccount
-  name: k8sgpt
-  namespace: k8sgpt
-roleRef:
-  kind: ClusterRole
-  name: k8sgpt-cluster-role-all
-  apiGroup: rbac.authorization.k8s.io
--- a/container/manifests/sa.yaml
+++ b/container/manifests/sa.yaml
@@ -1,5 +0,0 @@
-apiVersion: v1
-kind: ServiceAccount
-metadata:
-  name: k8sgpt
-  namespace: k8sgpt
--- a/container/manifests/service.yaml
+++ b/container/manifests/service.yaml
@@ -1,15 +0,0 @@
-apiVersion: v1
-kind: Service
-metadata:
-  name: k8sgpt-service
-  namespace: k8sgpt
-  labels:
-     app: k8sgpt
-spec:
-  selector:
-    app: k8sgpt
-  ports:
-    - name: http
-      port: 8080
-      targetPort: 8080
-  type: ClusterIP
--- a/container/manifests/serviceMonitor.yaml
+++ b/container/manifests/serviceMonitor.yaml
@@ -1,15 +0,0 @@
-apiVersion: monitoring.coreos.com/v1
-kind: ServiceMonitor
-metadata:
-  labels:
-    app: k8sgpt
-  name: k8sgpt-service-monitor
-  namespace: k8sgpt
-spec:
-  endpoints:
-  - honorLabels: true
-    path: /metrics
-    port: http
-  selector:
-    matchLabels:
-      app: k8sgpt
--- a/go.mod
+++ b/go.mod
@@ -3,26 +3,31 @@ module github.com/k8sgpt-ai/k8sgpt
 go 1.20

 require (
-	github.com/aquasecurity/trivy-operator v0.13.1
+	github.com/aquasecurity/trivy-operator v0.13.2
 	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 v1.9.0
+	github.com/sashabaranov/go-openai v1.9.3
 	github.com/schollz/progressbar/v3 v3.13.1
 	github.com/spf13/cobra v1.7.0
 	github.com/spf13/viper v1.15.0
 	github.com/stretchr/testify v1.8.2
-	golang.org/x/term v0.7.0
-	helm.sh/helm/v3 v3.11.3
-	k8s.io/api v0.26.3
-	k8s.io/apimachinery v0.26.3
-	k8s.io/client-go v0.26.3
-	k8s.io/kubectl v0.26.3
+	golang.org/x/term v0.8.0
+	helm.sh/helm/v3 v3.12.0
+	k8s.io/api v0.27.1
+	k8s.io/apimachinery v0.27.1
+	k8s.io/client-go v0.27.1
+	k8s.io/kubectl v0.27.1

 )

 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
+)
+
 require (
 	github.com/AdaLogics/go-fuzz-headers v0.0.0-20230106234847-43070de90fa1 // indirect
 	github.com/Azure/go-ansiterm v0.0.0-20210617225240-d185dfc1b5a1 // indirect
@@ -46,7 +51,7 @@ require (
 	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/distribution v2.8.1+incompatible // indirect
+	github.com/docker/distribution v2.8.2+incompatible // indirect
 	github.com/docker/docker v23.0.3+incompatible // indirect
 	github.com/docker/docker-credential-helpers v0.7.0 // indirect
 	github.com/docker/go-connections v0.4.0 // indirect
@@ -115,7 +120,7 @@ require (
 	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 v1.15.0
+	github.com/prometheus/client_golang v1.15.1
 	github.com/prometheus/client_model v0.3.0 // indirect
 	github.com/prometheus/common v0.42.0 // indirect
 	github.com/prometheus/procfs v0.9.0 // indirect
@@ -147,29 +152,29 @@ require (
 	golang.org/x/net v0.9.0 // indirect
 	golang.org/x/oauth2 v0.6.0 // indirect
 	golang.org/x/sync v0.1.0 // indirect
-	golang.org/x/sys v0.7.0 // indirect
+	golang.org/x/sys v0.8.0 // 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 v1.54.0 // indirect
+	google.golang.org/grpc v1.55.0
 	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 v0.26.3 // indirect
-	k8s.io/apiserver v0.26.3 // indirect
-	k8s.io/cli-runtime v0.26.3 // indirect
-	k8s.io/component-base v0.26.3 // indirect
+	k8s.io/apiextensions-apiserver v0.27.1 // indirect
+	k8s.io/apiserver v0.27.1 // indirect
+	k8s.io/cli-runtime v0.27.1 // indirect
+	k8s.io/component-base v0.27.1 // indirect
 	k8s.io/klog/v2 v2.90.1 // indirect
 	k8s.io/kube-openapi v0.0.0-20230327201221-f5883ff37f0c // indirect
 	k8s.io/utils v0.0.0-20230313181309-38a27ef9d749 // indirect
 	oras.land/oras-go v1.2.2 // indirect
 	sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd // indirect
-	sigs.k8s.io/kustomize/api v0.12.1 // indirect
-	sigs.k8s.io/kustomize/kyaml v0.13.9 // indirect
+	sigs.k8s.io/kustomize/api v0.13.2 // indirect
+	sigs.k8s.io/kustomize/kyaml v0.14.1 // indirect
 	sigs.k8s.io/structured-merge-diff/v4 v4.2.3 // indirect
 	sigs.k8s.io/yaml v1.3.0 // indirect
 )
--- a/go.sum
+++ b/go.sum
@@ -1,3 +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=
 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=
@@ -20,25 +25,371 @@ cloud.google.com/go v0.75.0/go.mod h1:VGuuCn7PG0dwsd5XPVm2Mm3wlh3EL55/79EKB6hlPT
 cloud.google.com/go v0.78.0/go.mod h1:QjdrLG0uq+YwhjoVOLsS1t7TW8fs36kLs4XO5R5ECHg=
 cloud.google.com/go v0.79.0/go.mod h1:3bzgcEeQlzbuEAYu4mrWhKqWjmpprinYgKJLgKHnbb8=
 cloud.google.com/go v0.81.0/go.mod h1:mk/AM35KwGk/Nm2YSeZbxXdrNK3KZOYHmLkOqC2V6E0=
+cloud.google.com/go v0.83.0/go.mod h1:Z7MJUsANfY0pYPdw0lbnivPx4/vhy/e2FEkSkF7vAVY=
+cloud.google.com/go v0.84.0/go.mod h1:RazrYuxIK6Kb7YrzzhPoLmCVzl7Sup4NrbKPg8KHSUM=
+cloud.google.com/go v0.87.0/go.mod h1:TpDYlFy7vuLzZMMZ+B6iRiELaY7z/gJPaqbMx6mlWcY=
+cloud.google.com/go v0.90.0/go.mod h1:kRX0mNRHe0e2rC6oNakvwQqzyDmg57xJ+SZU1eT2aDQ=
+cloud.google.com/go v0.93.3/go.mod h1:8utlLll2EF5XMAV15woO4lSbWQlk8rer9aLOfLh7+YI=
+cloud.google.com/go v0.94.1/go.mod h1:qAlAugsXlC+JWO+Bke5vCtc9ONxjQT3drlTTnAplMW4=
+cloud.google.com/go v0.97.0/go.mod h1:GF7l59pYBVlXQIBLx3a761cZ41F9bBH3JUlihCt2Udc=
+cloud.google.com/go v0.99.0/go.mod h1:w0Xx2nLzqWJPuozYQX+hFfCSI8WioryfRDzkoI/Y2ZA=
+cloud.google.com/go v0.100.1/go.mod h1:fs4QogzfH5n2pBXBP9vRiU+eCny7lD2vmFZy79Iuw1U=
+cloud.google.com/go v0.100.2/go.mod h1:4Xra9TjzAeYHrl5+oeLlzbM2k3mjVhZh4UqTZ//w99A=
+cloud.google.com/go v0.102.0/go.mod h1:oWcCzKlqJ5zgHQt9YsaeTY9KzIvjyy0ArmiBUgpQ+nc=
+cloud.google.com/go v0.102.1/go.mod h1:XZ77E9qnTEnrgEOvr4xzfdX5TRo7fB4T2F4O6+34hIU=
+cloud.google.com/go v0.104.0/go.mod h1:OO6xxXdJyvuJPcEPBLN9BJPD+jep5G1+2U5B5gkRYtA=
+cloud.google.com/go v0.105.0/go.mod h1:PrLgOJNe5nfE9UMxKxgXj4mD3voiP+YQ6gdt6KMFOKM=
+cloud.google.com/go v0.107.0/go.mod h1:wpc2eNrD7hXUTy8EKS10jkxpZBjASrORK7goS+3YX2I=
+cloud.google.com/go/accessapproval v1.4.0/go.mod h1:zybIuC3KpDOvotz59lFe5qxRZx6C75OtwbisN56xYB4=
+cloud.google.com/go/accessapproval v1.5.0/go.mod h1:HFy3tuiGvMdcd/u+Cu5b9NkO1pEICJ46IR82PoUdplw=
+cloud.google.com/go/accesscontextmanager v1.3.0/go.mod h1:TgCBehyr5gNMz7ZaH9xubp+CE8dkrszb4oK9CWyvD4o=
+cloud.google.com/go/accesscontextmanager v1.4.0/go.mod h1:/Kjh7BBu/Gh83sv+K60vN9QE5NJcd80sU33vIe2IFPE=
+cloud.google.com/go/aiplatform v1.22.0/go.mod h1:ig5Nct50bZlzV6NvKaTwmplLLddFx0YReh9WfTO5jKw=
+cloud.google.com/go/aiplatform v1.24.0/go.mod h1:67UUvRBKG6GTayHKV8DBv2RtR1t93YRu5B1P3x99mYY=
+cloud.google.com/go/aiplatform v1.27.0/go.mod h1:Bvxqtl40l0WImSb04d0hXFU7gDOiq9jQmorivIiWcKg=
+cloud.google.com/go/analytics v0.11.0/go.mod h1:DjEWCu41bVbYcKyvlws9Er60YE4a//bK6mnhWvQeFNI=
+cloud.google.com/go/analytics v0.12.0/go.mod h1:gkfj9h6XRf9+TS4bmuhPEShsh3hH8PAZzm/41OOhQd4=
+cloud.google.com/go/apigateway v1.3.0/go.mod h1:89Z8Bhpmxu6AmUxuVRg/ECRGReEdiP3vQtk4Z1J9rJk=
+cloud.google.com/go/apigateway v1.4.0/go.mod h1:pHVY9MKGaH9PQ3pJ4YLzoj6U5FUDeDFBllIz7WmzJoc=
+cloud.google.com/go/apigeeconnect v1.3.0/go.mod h1:G/AwXFAKo0gIXkPTVfZDd2qA1TxBXJ3MgMRBQkIi9jc=
+cloud.google.com/go/apigeeconnect v1.4.0/go.mod h1:kV4NwOKqjvt2JYR0AoIWo2QGfoRtn/pkS3QlHp0Ni04=
+cloud.google.com/go/appengine v1.4.0/go.mod h1:CS2NhuBuDXM9f+qscZ6V86m1MIIqPj3WC/UoEuR1Sno=
+cloud.google.com/go/appengine v1.5.0/go.mod h1:TfasSozdkFI0zeoxW3PTBLiNqRmzraodCWatWI9Dmak=
+cloud.google.com/go/area120 v0.5.0/go.mod h1:DE/n4mp+iqVyvxHN41Vf1CR602GiHQjFPusMFW6bGR4=
+cloud.google.com/go/area120 v0.6.0/go.mod h1:39yFJqWVgm0UZqWTOdqkLhjoC7uFfgXRC8g/ZegeAh0=
+cloud.google.com/go/artifactregistry v1.6.0/go.mod h1:IYt0oBPSAGYj/kprzsBjZ/4LnG/zOcHyFHjWPCi6SAQ=
+cloud.google.com/go/artifactregistry v1.7.0/go.mod h1:mqTOFOnGZx8EtSqK/ZWcsm/4U8B77rbcLP6ruDU2Ixk=
+cloud.google.com/go/artifactregistry v1.8.0/go.mod h1:w3GQXkJX8hiKN0v+at4b0qotwijQbYUqF2GWkZzAhC0=
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@@ -89,8 +440,8 @@ github.com/aquasecurity/trivy v0.40.0 h1:zT+ZwofGfMqsg3ccFUMPDyiyhBPdDap1TcKWxrq
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@@ -112,7 +463,10 @@ github.com/bugsnag/bugsnag-go v0.0.0-20141110184014-b1d153021fcd h1:rFt+Y/IK1aEZ
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@@ -153,8 +515,8 @@ github.com/distribution/distribution/v3 v3.0.0-20221208165359-362910506bc2 h1:aB
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@@ -179,7 +540,12 @@ github.com/envoyproxy/go-control-plane v0.9.7/go.mod h1:cwu0lG7PUMfa9snN8LXBig5y
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@@ -191,6 +557,7 @@ github.com/fatih/color v1.15.0 h1:kOqh6YHBtK8aywxGerMG2Eq3H6Qgoqeo13Bk2Mv/nBs=
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@@ -245,6 +612,7 @@ github.com/gogo/protobuf v1.3.2 h1:Ov1cvc58UF3b5XjBnZv7+opcTcQFZebYjWzi34vdm4Q=
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 github.com/golang-sql/civil v0.0.0-20190719163853-cb61b32ac6fe/go.mod h1:8vg3r2VgvsThLBIFL93Qb5yWzgyZWhEmBwUJWevAkK0=
 github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfUlaOkMMuAQtPIUF8ecWP5IEl/CR7VP2Q=
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 github.com/golang/groupcache v0.0.0-20190129154638-5b532d6fd5ef/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc=
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@@ -258,6 +626,7 @@ github.com/golang/mock v1.4.1/go.mod h1:UOMv5ysSaYNkG+OFQykRIcU/QvvxJf3p21QfJ2Bt
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@@ -277,6 +646,7 @@ github.com/golang/protobuf v1.5.1/go.mod h1:DopwsBzvsk0Fs44TXzsVbJyPhcCPeIwnvohx
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@@ -295,7 +665,9 @@ github.com/google/go-cmp v0.5.2/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/
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@@ -307,6 +679,7 @@ github.com/google/licenseclassifier/v2 v2.0.0 h1:1Y57HHILNf4m0ABuMVb6xk4vAJYEUO0
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 github.com/google/pprof v0.0.0-20181206194817-3ea8567a2e57/go.mod h1:zfwlbNMJ+OItoe0UupaVj+oy1omPYYDuagoSzA8v9mc=
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@@ -319,6 +692,9 @@ github.com/google/pprof v0.0.0-20201203190320-1bf35d6f28c2/go.mod h1:kpwsk12EmLe
 github.com/google/pprof v0.0.0-20201218002935-b9804c9f04c2/go.mod h1:kpwsk12EmLew5upagYY7GY0pfYCcupk39gWOCRROcvE=
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@@ -327,8 +703,20 @@ github.com/google/uuid v1.1.1/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+
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@@ -344,6 +732,8 @@ github.com/grpc-ecosystem/go-grpc-middleware v1.0.0/go.mod h1:FiyG127CGDf3tlThmg
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@@ -376,6 +766,7 @@ github.com/huandu/xstrings v1.3.2/go.mod h1:y5/lhBue+AyNmUVz9RLU9xbLR0o4KIIExikq
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@@ -436,6 +827,8 @@ github.com/lib/pq v1.10.7 h1:p7ZhMD+KsSRozJr34udlUrhboJwWAgCg34+/ZZNvZZw=
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@@ -475,6 +868,7 @@ github.com/matttproud/golang_protobuf_extensions v1.0.1/go.mod h1:D8He9yQNgCq6Z5
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@@ -561,11 +955,12 @@ github.com/prometheus/client_golang v0.9.1/go.mod h1:7SWBe2y4D6OKWSNQJUaRYU/AaXP
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 github.com/prometheus/client_model v0.3.0/go.mod h1:LDGWKZIo7rky3hgvBe+caln+Dr3dPggB5dvjtD7w9+w=
 github.com/prometheus/common v0.0.0-20181113130724-41aa239b4cce/go.mod h1:daVV7qP5qjZbuso7PdcryaAu0sAZbrN9i7WWcTMWvro=
@@ -601,8 +996,8 @@ github.com/russross/blackfriday/v2 v2.1.0/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQD
 github.com/ryanuber/columnize v0.0.0-20160712163229-9b3edd62028f/go.mod h1:sm1tb6uqfes/u+d4ooFouqFdy9/2g9QGwK3SQygK0Ts=
 github.com/samber/lo v1.37.0 h1:XjVcB8g6tgUp8rsPsJ2CvhClfImrpL04YpQHXeHPhRw=
 github.com/samber/lo v1.37.0/go.mod h1:9vaz2O4o8oOnK23pd2TrXufcbdbJIa3b6cstBWKpopA=
-github.com/sashabaranov/go-openai v1.9.0 h1:NoiO++IISxxJ1pRc0n7uZvMGMake0G+FJ1XPwXtprsA=
-github.com/sashabaranov/go-openai v1.9.0/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
+github.com/sashabaranov/go-openai v1.9.3 h1:uNak3Rn5pPsKRs9bdT7RqRZEyej/zdZOEI2/8wvrFtM=
+github.com/sashabaranov/go-openai v1.9.3/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
 github.com/schollz/progressbar/v3 v3.13.1 h1:o8rySDYiQ59Mwzy2FELeHY5ZARXZTVJC7iHD6PEFUiE=
 github.com/schollz/progressbar/v3 v3.13.1/go.mod h1:xvrbki8kfT1fzWzBT/UZd9L6GA+jdL7HAgq2RFnO6fQ=
 github.com/sean-/seed v0.0.0-20170313163322-e2103e2c3529/go.mod h1:DxrIzT+xaE7yg65j358z/aeFdxmN0P9QXhEzd20vsDc=
@@ -624,7 +1019,9 @@ github.com/spdx/gordf v0.0.0-20201111095634-7098f93598fb/go.mod h1:uKWaldnbMnjsS
 github.com/spdx/tools-golang v0.3.0 h1:rtm+DHk3aAt74Fh0Wgucb4pCxjXV8SqHCPEb2iBd30k=
 github.com/spdx/tools-golang v0.3.0/go.mod h1:RO4Y3IFROJnz+43JKm1YOrbtgQNljW4gAPpA/sY2eqo=
 github.com/spf13/afero v1.1.2/go.mod h1:j4pytiNVoe2o6bmDsKpLACNPDBIoEAkihy7loJ1B0CQ=
+github.com/spf13/afero v1.3.3/go.mod h1:5KUK8ByomD5Ti5Artl0RtHeI5pTF7MIDuXL3yY520V4=
 github.com/spf13/afero v1.6.0/go.mod h1:Ai8FlHk4v/PARR026UzYexafAt9roJ7LcLMAmO6Z93I=
+github.com/spf13/afero v1.9.2/go.mod h1:iUV7ddyEEZPO5gA3zD4fJt6iStLlL+Lg4m2cihcDf8Y=
 github.com/spf13/afero v1.9.5 h1:stMpOSZFs//0Lv29HduCmli3GUfpFoF3Y1Q/aXj/wVM=
 github.com/spf13/afero v1.9.5/go.mod h1:UBogFpq8E9Hx+xc5CNTTEpTnuHVmXDwZcZcE1eb/UhQ=
 github.com/spf13/cast v1.3.0/go.mod h1:Qx5cxh0v+4UWYiBimWS+eyWzqEqokIECu5etghLkUJE=
@@ -703,18 +1100,20 @@ go.opencensus.io v0.22.4/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw=
 go.opencensus.io v0.22.5/go.mod h1:5pWMHQbX5EPX2/62yrJeAkowc+lfs/XD7Uxpq3pI6kk=
 go.opencensus.io v0.23.0/go.mod h1:XItmlyltB5F7CS4xOC1DcqMoFqwtC6OG2xF7mCv7P7E=
 go.opencensus.io v0.24.0 h1:y73uSU6J157QMP2kn2r30vwW1A2W2WFwSCGnAVxeaD0=
+go.opencensus.io v0.24.0/go.mod h1:vNK8G9p7aAivkbmorf4v+7Hgx+Zs0yY+0fOtgBfjQKo=
 go.opentelemetry.io/otel v1.14.0 h1:/79Huy8wbf5DnIPhemGB+zEPVwnN6fuQybr/SRXa6hM=
 go.opentelemetry.io/otel v1.14.0/go.mod h1:o4buv+dJzx8rohcUeRmWUZhqupFvzWis188WlggnNeU=
 go.opentelemetry.io/otel/trace v1.14.0 h1:wp2Mmvj41tDsyAJXiWDWpfNsOiIyd38fy85pyKcFq/M=
 go.opentelemetry.io/otel/trace v1.14.0/go.mod h1:8avnQLK+CG77yNLUae4ea2JDQ6iT+gozhnZjy/rw9G8=
 go.opentelemetry.io/proto/otlp v0.7.0/go.mod h1:PqfVotwruBrMGOCsRd/89rSnXhoiJIqeYNgFYFoEGnI=
+go.opentelemetry.io/proto/otlp v0.15.0/go.mod h1:H7XAot3MsfNsj7EXtrA2q5xSNQ10UqI405h3+duxN4U=
 go.starlark.net v0.0.0-20221020143700-22309ac47eac h1:gBO5Qfcw5V9404yzsu2FEIsxK/u2mBNTNogK0uIoVhk=
 go.starlark.net v0.0.0-20221020143700-22309ac47eac/go.mod h1:kIVgS18CjmEC3PqMd5kaJSGEifyV/CeB9x506ZJ1Vbk=
 go.uber.org/atomic v1.4.0/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE=
 go.uber.org/atomic v1.7.0/go.mod h1:fEN4uk6kAWBTFdckzkM89CLk9XfWZrxpCo0nPH17wJc=
 go.uber.org/atomic v1.10.0 h1:9qC72Qh0+3MqyJbAn8YU5xVq1frD8bn3JtD2oXtafVQ=
 go.uber.org/atomic v1.10.0/go.mod h1:LUxbIzbOniOlMKjJjyPfpl4v+PKK2cNJn91OQbhoJI0=
-go.uber.org/goleak v1.1.11 h1:wy28qYRKZgnJTxGxvye5/wgWr1EKjmUDGYox5mGlRlI=
+go.uber.org/goleak v1.2.1 h1:NBol2c7O1ZokfZ0LEU9K6Whx/KnwvepVetCUhtKja4A=
 go.uber.org/multierr v1.1.0/go.mod h1:wR5kodmAFQ0UK8QlbwjlSNy0Z68gJhDJUG5sjR94q/0=
 go.uber.org/multierr v1.6.0/go.mod h1:cdWPpRnG4AhwMwsgIHip0KRBQjJy5kYEpYjJxpXp9iU=
 go.uber.org/multierr v1.11.0 h1:blXXJkSxSSfBVBlC76pxqeO+LN3aDfLQo+309xJstO0=
@@ -736,6 +1135,7 @@ golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPh
 golang.org/x/crypto v0.0.0-20200820211705-5c72a883971a/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
 golang.org/x/crypto v0.0.0-20210421170649-83a5a9bb288b/go.mod h1:T9bdIzuCu7OtxOm1hfPfRQxPLYneinmdGuTeoZ9dtd4=
 golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
+golang.org/x/crypto v0.0.0-20211108221036-ceb1ce70b4fa/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
 golang.org/x/crypto v0.0.0-20220722155217-630584e8d5aa/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
 golang.org/x/crypto v0.3.0/go.mod h1:hebNnKkNXi2UzZN1eVRvBB7co0a+JxK6XbPiWVs/3J4=
 golang.org/x/crypto v0.5.0/go.mod h1:NK/OQwhpMQP3MwtdjgLlYHnH9ebylxKWv3e0fK+mkQU=
@@ -778,7 +1178,9 @@ golang.org/x/mod v0.3.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
 golang.org/x/mod v0.4.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
 golang.org/x/mod v0.4.1/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
 golang.org/x/mod v0.4.2/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
+golang.org/x/mod v0.5.0/go.mod h1:5OXOZSfqPIIbmVBIIKWRFfZjPR0E5r58TLhUjH0a2Ro=
 golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4=
+golang.org/x/mod v0.7.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
 golang.org/x/mod v0.10.0 h1:lFO9qtOdlre5W1jxS3r/4szv2/6iXxScdzjoBMXNhYk=
 golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
@@ -821,9 +1223,22 @@ golang.org/x/net v0.0.0-20210119194325-5f4716e94777/go.mod h1:m0MpNAwzfU5UDzcl9v
 golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg=
 golang.org/x/net v0.0.0-20210316092652-d523dce5a7f4/go.mod h1:RBQZq4jEuRlivfhVLdyRGr576XBO4/greRjx4P4O3yc=
 golang.org/x/net v0.0.0-20210405180319-a5a99cb37ef4/go.mod h1:p54w0d4576C0XHj96bSt6lcn1PtDYWL6XObtHCRCNQM=
+golang.org/x/net v0.0.0-20210503060351-7fd8e65b6420/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
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+golang.org/x/net v0.0.0-20220909164309-bea034e7d591/go.mod h1:YDH+HFinaLZZlnHAfSS6ZXJJ9M9t4Dl22yv3iI2vPwk=
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+golang.org/x/net v0.0.0-20221014081412-f15817d10f9b/go.mod h1:YDH+HFinaLZZlnHAfSS6ZXJJ9M9t4Dl22yv3iI2vPwk=
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@@ -840,6 +1255,21 @@ golang.org/x/oauth2 v0.0.0-20210218202405-ba52d332ba99/go.mod h1:KelEdhl1UZF7XfJ
 golang.org/x/oauth2 v0.0.0-20210220000619-9bb904979d93/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A=
 golang.org/x/oauth2 v0.0.0-20210313182246-cd4f82c27b84/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A=
 golang.org/x/oauth2 v0.0.0-20210402161424-2e8d93401602/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A=
+golang.org/x/oauth2 v0.0.0-20210514164344-f6687ab2804c/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A=
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+golang.org/x/oauth2 v0.0.0-20221014153046-6fdb5e3db783/go.mod h1:h4gKUeWbJ4rQPri7E0u6Gs4e9Ri2zaLxzw5DI5XGrYg=
+golang.org/x/oauth2 v0.4.0/go.mod h1:RznEsdpjGAINPTOF0UH/t+xJ75L18YO3Ho6Pyn+uRec=
 golang.org/x/oauth2 v0.6.0 h1:Lh8GPgSKBfWSwFvtuWOfeI3aAAnbXTSutYxJiOJFgIw=
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 golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
@@ -853,7 +1283,9 @@ golang.org/x/sync v0.0.0-20200625203802-6e8e738ad208/go.mod h1:RxMgew5VJxzue5/jJ
 golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
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 golang.org/x/sync v0.0.0-20210220032951-036812b2e83c/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
+golang.org/x/sync v0.0.0-20220601150217-0de741cfad7f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
+golang.org/x/sync v0.0.0-20220929204114-8fcdb60fdcc0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
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 golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sys v0.0.0-20180823144017-11551d06cbcc/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
@@ -907,30 +1339,50 @@ golang.org/x/sys v0.0.0-20210403161142-5e06dd20ab57/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20210423082822-04245dca01da/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210423185535-09eb48e85fd7/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210510120138-977fb7262007/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
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@@ -940,6 +1392,7 @@ golang.org/x/text v0.3.4/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.5/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
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@@ -947,6 +1400,8 @@ golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
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@@ -1002,14 +1457,22 @@ golang.org/x/tools v0.0.0-20210105154028-b0ab187a4818/go.mod h1:emZCQorbCU4vsT4f
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@@ -1034,6 +1497,36 @@ google.golang.org/api v0.40.0/go.mod h1:fYKFpnQN0DsDSKRVRcQSDQNtqWPfM9i+zNPxepjR
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@@ -1083,9 +1576,78 @@ google.golang.org/genproto v0.0.0-20210226172003-ab064af71705/go.mod h1:FWY/as6D
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 gotest.tools v2.2.0+incompatible h1:VsBPFP1AI068pPrMxtb/S8Zkgf9xEmTLJjfM+P5UIEo=
 gotest.tools/v3 v3.4.0 h1:ZazjZUfuVeZGLAmlKKuyv3IKP5orXcwtOwDQH6YVr6o=
-helm.sh/helm/v3 v3.11.3 h1:n1X5yaQTP5DYywlBOZMl2gX398Gp6YwFp/IAVj6+5D4=
-helm.sh/helm/v3 v3.11.3/go.mod h1:S+sOdQc3BLvt09a9rSlKKVs9x0N/yx+No0y3qFw+FQ8=
+helm.sh/helm/v3 v3.12.0 h1:rOq2TPVzg5jt4q5ermAZGZFxNW2uQhKjRhBneAutMEM=
+helm.sh/helm/v3 v3.12.0/go.mod h1:8K/469yxjUMu6BaD2EagCitkPjELUL/l2AgCO142G94=
 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=
@@ -1166,26 +1748,26 @@ 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 v0.26.3 h1:emf74GIQMTik01Aum9dPP0gAypL8JTLl/lHa4V9RFSU=
-k8s.io/api v0.26.3/go.mod h1:PXsqwPMXBSBcL1lJ9CYDKy7kIReUydukS5JiRlxC3qE=
-k8s.io/apiextensions-apiserver v0.26.3 h1:5PGMm3oEzdB1W/FTMgGIDmm100vn7IaUP5er36dB+YE=
-k8s.io/apiextensions-apiserver v0.26.3/go.mod h1:jdA5MdjNWGP+njw1EKMZc64xAT5fIhN6VJrElV3sfpQ=
-k8s.io/apimachinery v0.26.3 h1:dQx6PNETJ7nODU3XPtrwkfuubs6w7sX0M8n61zHIV/k=
-k8s.io/apimachinery v0.26.3/go.mod h1:ats7nN1LExKHvJ9TmwootT00Yz05MuYqPXEXaVeOy5I=
-k8s.io/apiserver v0.26.3 h1:blBpv+yOiozkPH2aqClhJmJY+rp53Tgfac4SKPDJnU4=
-k8s.io/apiserver v0.26.3/go.mod h1:CJe/VoQNcXdhm67EvaVjYXxR3QyfwpceKPuPaeLibTA=
-k8s.io/cli-runtime v0.26.3 h1:3ULe0oI28xmgeLMVXIstB+ZL5CTGvWSMVMLeHxitIuc=
-k8s.io/cli-runtime v0.26.3/go.mod h1:5YEhXLV4kLt/OSy9yQwtSSNZU2Z7aTEYta1A+Jg4VC4=
-k8s.io/client-go v0.26.3 h1:k1UY+KXfkxV2ScEL3gilKcF7761xkYsSD6BC9szIu8s=
-k8s.io/client-go v0.26.3/go.mod h1:ZPNu9lm8/dbRIPAgteN30RSXea6vrCpFvq+MateTUuQ=
-k8s.io/component-base v0.26.3 h1:oC0WMK/ggcbGDTkdcqefI4wIZRYdK3JySx9/HADpV0g=
-k8s.io/component-base v0.26.3/go.mod h1:5kj1kZYwSC6ZstHJN7oHBqcJC6yyn41eR+Sqa/mQc8E=
+k8s.io/api v0.27.1 h1:Z6zUGQ1Vd10tJ+gHcNNNgkV5emCyW+v2XTmn+CLjSd0=
+k8s.io/api v0.27.1/go.mod h1:z5g/BpAiD+f6AArpqNjkY+cji8ueZDU/WV1jcj5Jk4E=
+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 v0.27.1 h1:EGuZiLI95UQQcClhanryclaQE6xjg1Bts6/L3cD7zyc=
+k8s.io/apimachinery v0.27.1/go.mod h1:5ikh59fK3AJ287GUvpUsryoMFtH9zj/ARfWCo3AyXTM=
+k8s.io/apiserver v0.27.1 h1:phY+BtXjjzd+ta3a4kYbomC81azQSLa1K8jo9RBw7Lg=
+k8s.io/apiserver v0.27.1/go.mod h1:UGrOjLY2KsieA9Fw6lLiTObxTb8Z1xEba4uqSuMY0WU=
+k8s.io/cli-runtime v0.27.1 h1:MMzp5Q/Xmr5L1Lrowuc+Y/r95XINC6c6/fE3aN7JDRM=
+k8s.io/cli-runtime v0.27.1/go.mod h1:tEbTB1XP/nTH3wujsi52bw91gWpErtWiS15R6CwYsAI=
+k8s.io/client-go v0.27.1 h1:oXsfhW/qncM1wDmWBIuDzRHNS2tLhK3BZv512Nc59W8=
+k8s.io/client-go v0.27.1/go.mod h1:f8LHMUkVb3b9N8bWturc+EDtVVVwZ7ueTVquFAJb2vA=
+k8s.io/component-base v0.27.1 h1:kEB8p8lzi4gCs5f2SPU242vOumHJ6EOsOnDM3tTuDTM=
+k8s.io/component-base v0.27.1/go.mod h1:UGEd8+gxE4YWoigz5/lb3af3Q24w98pDseXcXZjw+E0=
 k8s.io/klog/v2 v2.90.1 h1:m4bYOKall2MmOiRaR1J+We67Do7vm9KiQVlT96lnHUw=
 k8s.io/klog/v2 v2.90.1/go.mod h1:y1WjHnz7Dj687irZUWR/WLkLc5N1YHtjLdmgWjndZn0=
 k8s.io/kube-openapi v0.0.0-20230327201221-f5883ff37f0c h1:EFfsozyzZ/pggw5qNx7ftTVZdp7WZl+3ih89GEjYEK8=
 k8s.io/kube-openapi v0.0.0-20230327201221-f5883ff37f0c/go.mod h1:byini6yhqGC14c3ebc/QwanvYwhuMWF6yz2F8uwW8eg=
-k8s.io/kubectl v0.26.3 h1:bZ5SgFyeEXw6XTc1Qji0iNdtqAC76lmeIIQULg2wNXM=
-k8s.io/kubectl v0.26.3/go.mod h1:02+gv7Qn4dupzN3fi/9OvqqdW+uG/4Zi56vc4Zmsp1g=
+k8s.io/kubectl v0.27.1 h1:9T5c5KdpburYiW8XKQSH0Uly1kMNE90aGSnbYUZNdcA=
+k8s.io/kubectl v0.27.1/go.mod h1:QsAkSmrRsKTPlAFzF8kODGDl4p35BIwQnc9XFhkcsy8=
 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=
@@ -1195,10 +1777,10 @@ rsc.io/quote/v3 v3.1.0/go.mod h1:yEA65RcK8LyAZtP9Kv3t0HmxON59tX3rD+tICJqUlj0=
 rsc.io/sampler v1.3.0/go.mod h1:T1hPZKmBbMNahiBKFy5HrXp6adAjACjK9JXDnKaTXpA=
 sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd h1:EDPBXCAspyGV4jQlpZSudPeMmr1bNJefnuqLsRAsHZo=
 sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd/go.mod h1:B8JuhiUyNFVKdsE8h686QcCxMaH6HrOAZj4vswFpcB0=
-sigs.k8s.io/kustomize/api v0.12.1 h1:7YM7gW3kYBwtKvoY216ZzY+8hM+lV53LUayghNRJ0vM=
-sigs.k8s.io/kustomize/api v0.12.1/go.mod h1:y3JUhimkZkR6sbLNwfJHxvo1TCLwuwm14sCYnkH6S1s=
-sigs.k8s.io/kustomize/kyaml v0.13.9 h1:Qz53EAaFFANyNgyOEJbT/yoIHygK40/ZcvU3rgry2Tk=
-sigs.k8s.io/kustomize/kyaml v0.13.9/go.mod h1:QsRbD0/KcU+wdk0/L0fIp2KLnohkVzs6fQ85/nOXac4=
+sigs.k8s.io/kustomize/api v0.13.2 h1:kejWfLeJhUsTGioDoFNJET5LQe/ajzXhJGYoU+pJsiA=
+sigs.k8s.io/kustomize/api v0.13.2/go.mod h1:DUp325VVMFVcQSq+ZxyDisA8wtldwHxLZbr1g94UHsw=
+sigs.k8s.io/kustomize/kyaml v0.14.1 h1:c8iibius7l24G2wVAGZn/Va2wNys03GXLjYVIcFVxKA=
+sigs.k8s.io/kustomize/kyaml v0.14.1/go.mod h1:AN1/IpawKilWD7V+YvQwRGUvuUOOWpjsHu6uHwonSF4=
 sigs.k8s.io/structured-merge-diff/v4 v4.2.3 h1:PRbqxJClWWYMNV1dhaG4NsibJbArud9kFxnAMREiWFE=
 sigs.k8s.io/structured-merge-diff/v4 v4.2.3/go.mod h1:qjx8mGObPmV2aSZepjQjbmb2ihdVs8cGKBraizNC69E=
 sigs.k8s.io/yaml v1.3.0 h1:a2VclLzOGrwOHDiV8EfBGhvjHvP46CtW5j6POvhYGGo=
--- a/images/banner-black.png
+++ b/images/banner-black.png
--- a/images/banner-white.png
+++ b/images/banner-white.png
--- a/images/banner-white.svg
+++ b/images/banner-white.svg
--- a/images/logo-black.png
+++ b/images/logo-black.png
--- a/images/logo-white.png
+++ b/images/logo-white.png
--- a/pkg/ai/azureopenai.go
+++ b/pkg/ai/azureopenai.go
@@ -0,0 +1,94 @@
+package ai
+
+import (
+	"context"
+	"encoding/base64"
+	"errors"
+	"fmt"
+	"strings"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
+
+	"github.com/fatih/color"
+
+	"github.com/sashabaranov/go-openai"
+)
+
+type AzureAIClient struct {
+	client   *openai.Client
+	language string
+	model    string
+}
+
+func (c *AzureAIClient) Configure(config IAIConfig, lang string) error {
+	token := config.GetPassword()
+	baseURL := config.GetBaseURL()
+	engine := config.GetEngine()
+	defaultConfig := openai.DefaultAzureConfig(token, baseURL, engine)
+	client := openai.NewClientWithConfig(defaultConfig)
+	if client == nil {
+		return errors.New("error creating Azure OpenAI client")
+	}
+	c.language = lang
+	c.client = client
+	c.model = config.GetModel()
+	return nil
+}
+
+func (c *AzureAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
+	// Create a completion request
+	resp, err := c.client.CreateChatCompletion(ctx, openai.ChatCompletionRequest{
+		Model: c.model,
+		Messages: []openai.ChatCompletionMessage{
+			{
+				Role:    "user",
+				Content: fmt.Sprintf(default_prompt, c.language, prompt),
+			},
+		},
+	})
+	if err != nil {
+		return "", err
+	}
+	return resp.Choices[0].Message.Content, nil
+}
+
+func (a *AzureAIClient) Parse(ctx context.Context, prompt []string, cache cache.ICache) (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)
+	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 *AzureAIClient) GetName() string {
+	return "azureopenai"
+}
--- a/pkg/ai/iai.go
+++ b/pkg/ai/iai.go
@@ -19,6 +19,21 @@ import (
 	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
 )

+var (
+	clients = []IAI{
+		&OpenAIClient{},
+		&AzureAIClient{},
+		&LocalAIClient{},
+		&NoOpAIClient{},
+	}
+	Backends = []string{
+		"openai",
+		"localai",
+		"azureopenai",
+		"noopai",
+	}
+)
+
 type IAI interface {
 	Configure(config IAIConfig, language string) error
 	GetCompletion(ctx context.Context, prompt string) (string, error)
@@ -30,28 +45,30 @@ type IAIConfig interface {
 	GetPassword() string
 	GetModel() string
 	GetBaseURL() string
+	GetEngine() string
 }

 func NewClient(provider string) IAI {
-	switch provider {
-	case "openai":
-		return &OpenAIClient{}
-	case "noopai":
-		return &NoOpAIClient{}
-	default:
-		return &OpenAIClient{}
+	for _, c := range clients {
+		if provider == c.GetName() {
+			return c
+		}
 	}
+	// default client
+	return &OpenAIClient{}
 }

 type AIConfiguration struct {
-	Providers []AIProvider `mapstructure:"providers"`
+	Providers       []AIProvider `mapstructure:"providers"`
+	DefaultProvider string       `mapstructure:"defaultprovider"`
 }

 type AIProvider struct {
 	Name     string `mapstructure:"name"`
 	Model    string `mapstructure:"model"`
-	Password string `mapstructure:"password"`
-	BaseURL  string `mapstructure:"base_url"`
+	Password string `mapstructure:"password" yaml:"password,omitempty"`
+	BaseURL  string `mapstructure:"baseurl" yaml:"baseurl,omitempty"`
+	Engine   string `mapstructure:"engine" yaml:"engine,omitempty"`
 }

 func (p *AIProvider) GetBaseURL() string {
@@ -65,3 +82,11 @@ func (p *AIProvider) GetPassword() string {
 func (p *AIProvider) GetModel() string {
 	return p.Model
 }
+
+func (p *AIProvider) GetEngine() string {
+	return p.Engine
+}
+
+func NeedPassword(backend string) bool {
+	return backend != "localai"
+}
--- a/pkg/ai/localai.go
+++ b/pkg/ai/localai.go
@@ -0,0 +1,9 @@
+package ai
+
+type LocalAIClient struct {
+	OpenAIClient
+}
+
+func (a *LocalAIClient) GetName() string {
+	return "localai"
+}
--- a/pkg/ai/noopai.go
+++ b/pkg/ai/noopai.go
@@ -57,7 +57,7 @@ func (a *NoOpAIClient) Parse(ctx context.Context, prompt []string, cache cache.I
 		return "", err
 	}

-  err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))
+	err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))

 	if err != nil {
 		color.Red("error storing value to cache: %v", err)
--- a/pkg/ai/openai.go
+++ b/pkg/ai/openai.go
@@ -73,27 +73,22 @@ func (c *OpenAIClient) GetCompletion(ctx context.Context, prompt string) (string
 func (a *OpenAIClient) Parse(ctx context.Context, prompt []string, cache cache.ICache) (string, error) {
 	inputKey := strings.Join(prompt, " ")
 	// Check for cached data
-	sEnc := base64.StdEncoding.EncodeToString([]byte(inputKey))
-	cacheKey := util.GetCacheKey(a.GetName(), a.language, sEnc)
-	// find in viper cache
-	if cache.Exists(cacheKey) {
-		// retrieve data from cache
-		response, err := cache.Load(cacheKey)
+	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 == "" {
-			color.Red("error retrieving cached data")
-			return "", nil
+		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
 		}
-		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)
--- a/pkg/ai/prompts.go
+++ b/pkg/ai/prompts.go
@@ -1,8 +1,9 @@
 package ai

 const (
-	default_prompt = "Simplify the following Kubernetes error message and provide a solution in %s: %s"
-	prompt_a       = "Read the following input %s and provide possible scenarios for remediation in %s"
-	prompt_b       = "Considering the following input from the Kubernetes resource %s and the error message %s, provide possible scenarios for remediation in %s"
-	prompt_c       = "Reading the following %s error message and it's accompanying log message %s, how would you simplify this message?"
+	default_prompt = `Simplify the following Kubernetes error message delimited by triple dashes written in --- %s --- language; --- %s ---.
+	Provide the most possible solution in a step by step style in no more than 280 characters. Write the output in the following format:
+	Error: {Explain error here}
+	Solution: {Step by step solution here}
+	`
 )
--- a/pkg/analysis/analysis.go
+++ b/pkg/analysis/analysis.go
@@ -34,18 +34,21 @@ import (
 )

 type Analysis struct {
-	Context   context.Context
-	Filters   []string
-	Client    *kubernetes.Client
-	AIClient  ai.IAI
-	Results   []common.Result
-	Namespace string
-	Cache     cache.ICache
-	Explain   bool
-	MaxConcurrency int
+	Context            context.Context
+	Filters            []string
+	Client             *kubernetes.Client
+	AIClient           ai.IAI
+	Results            []common.Result
+	Errors             []string
+	Namespace          string
+	Cache              cache.ICache
+	Explain            bool
+	MaxConcurrency     int
+	AnalysisAIProvider string // The name of the AI Provider used for this analysis
 }

 type AnalysisStatus string
+type AnalysisErrors []string

 const (
 	StateOK              AnalysisStatus = "OK"
@@ -53,6 +56,8 @@ const (
 )

 type JsonOutput struct {
+	Provider string          `json:"provider"`
+	Errors   AnalysisErrors  `json:"errors"`
 	Status   AnalysisStatus  `json:"status"`
 	Problems int             `json:"problems"`
 	Results  []common.Result `json:"results"`
@@ -71,6 +76,12 @@ func NewAnalysis(backend string, language string, filters []string, namespace st
 		os.Exit(1)
 	}

+	// Backend string will have high priority than a default provider
+	// Backend as "openai" represents the default CLI argument passed through
+	if configAI.DefaultProvider != "" && backend == "openai" {
+		backend = configAI.DefaultProvider
+	}
+
 	var aiProvider ai.AIProvider
 	for _, provider := range configAI.Providers {
 		if backend == provider.Name {
@@ -102,18 +113,19 @@ func NewAnalysis(backend string, language string, filters []string, namespace st
 	}

 	return &Analysis{
-		Context:   ctx,
-		Filters:   filters,
-		Client:    client,
-		AIClient:  aiClient,
-		Namespace: namespace,
-		Cache:     cache.New(noCache),
-		Explain:   explain,
-		MaxConcurrency: maxConcurrency,
+		Context:            ctx,
+		Filters:            filters,
+		Client:             client,
+		AIClient:           aiClient,
+		Namespace:          namespace,
+		Cache:              cache.New(noCache),
+		Explain:            explain,
+		MaxConcurrency:     maxConcurrency,
+		AnalysisAIProvider: backend,
 	}, nil
 }

-func (a *Analysis) RunAnalysis() []error {
+func (a *Analysis) RunAnalysis() {
 	activeFilters := viper.GetStringSlice("active_filters")

 	analyzerMap := analyzer.GetAnalyzerMap()
@@ -125,7 +137,6 @@ func (a *Analysis) RunAnalysis() []error {
 		AIClient:  a.AIClient,
 	}

-	var errorList []error
 	semaphore := make(chan struct{}, a.MaxConcurrency)
 	// if there are no filters selected and no active_filters then run all of them
 	if len(a.Filters) == 0 && len(activeFilters) == 0 {
@@ -139,7 +150,7 @@ func (a *Analysis) RunAnalysis() []error {
 				results, err := analyzer.Analyze(analyzerConfig)
 				if err != nil {
 					mutex.Lock()
-					errorList = append(errorList, fmt.Errorf(fmt.Sprintf("[%s] %s", reflect.TypeOf(analyzer).Name(), err)))
+					a.Errors = append(a.Errors, fmt.Sprintf("[%s] %s", reflect.TypeOf(analyzer).Name(), err))
 					mutex.Unlock()
 				}
 				mutex.Lock()
@@ -150,7 +161,7 @@ func (a *Analysis) RunAnalysis() []error {

 		}
 		wg.Wait()
-		return errorList
+		return
 	}
 	semaphore = make(chan struct{}, a.MaxConcurrency)
 	// if the filters flag is specified
@@ -166,7 +177,7 @@ func (a *Analysis) RunAnalysis() []error {
 					results, err := analyzer.Analyze(analyzerConfig)
 					if err != nil {
 						mutex.Lock()
-						errorList = append(errorList, fmt.Errorf(fmt.Sprintf("[%s] %s", filter, err)))
+						a.Errors = append(a.Errors, fmt.Sprintf("[%s] %s", filter, err))
 						mutex.Unlock()
 					}
 					mutex.Lock()
@@ -175,11 +186,11 @@ func (a *Analysis) RunAnalysis() []error {
 					<-semaphore
 				}(analyzer, filter)
 			} else {
-				errorList = append(errorList, fmt.Errorf(fmt.Sprintf("\"%s\" filter does not exist. Please run k8sgpt filters list.", filter)))
+				a.Errors = append(a.Errors, fmt.Sprintf("\"%s\" filter does not exist. Please run k8sgpt filters list.", filter))
 			}
 		}
 		wg.Wait()
-		return errorList
+		return
 	}

 	var wg sync.WaitGroup
@@ -195,7 +206,7 @@ func (a *Analysis) RunAnalysis() []error {
 				results, err := analyzer.Analyze(analyzerConfig)
 				if err != nil {
 					mutex.Lock()
-					errorList = append(errorList, fmt.Errorf("[%s] %s", filter, err))
+					a.Errors = append(a.Errors, fmt.Sprintf("[%s] %s", filter, err))
 					mutex.Unlock()
 				}
 				mutex.Lock()
@@ -206,7 +217,6 @@ func (a *Analysis) RunAnalysis() []error {
 		}
 	}
 	wg.Wait()
-	return errorList
 }

 func (a *Analysis) GetAIResults(output string, anonymize bool) error {
@@ -235,7 +245,7 @@ func (a *Analysis) GetAIResults(output string, anonymize bool) error {
 			// FIXME: can we avoid checking if output is json multiple times?
 			//   maybe implement the progress bar better?
 			if output != "json" {
-				bar.Exit()
+				_ = bar.Exit()
 			}

 			// Check for exhaustion
@@ -256,7 +266,7 @@ func (a *Analysis) GetAIResults(output string, anonymize bool) error {

 		analysis.Details = parsedText
 		if output != "json" {
-			bar.Add(1)
+			_ = bar.Add(1)
 		}
 		a.Results[index] = analysis
 	}
--- a/pkg/analysis/output.go
+++ b/pkg/analysis/output.go
@@ -42,8 +42,10 @@ func (a *Analysis) jsonOutput() ([]byte, error) {
 	}

 	result := JsonOutput{
+		Provider: a.AnalysisAIProvider,
 		Problems: problems,
 		Results:  a.Results,
+		Errors:   a.Errors,
 		Status:   status,
 	}
 	output, err := json.MarshalIndent(result, "", "  ")
@@ -55,6 +57,17 @@ func (a *Analysis) jsonOutput() ([]byte, error) {

 func (a *Analysis) textOutput() ([]byte, error) {
 	var output strings.Builder
+
+	// Print the AI provider used for this analysis
+	output.WriteString(fmt.Sprintf("AI Provider: %s\n", color.YellowString(a.AnalysisAIProvider)))
+
+	if len(a.Errors) != 0 {
+		output.WriteString("\n")
+		output.WriteString(color.YellowString("Warnings : \n"))
+		for _, aerror := range a.Errors {
+			output.WriteString(fmt.Sprintf("- %s\n", color.YellowString(aerror)))
+		}
+	}
 	output.WriteString("\n")
 	if len(a.Results) == 0 {
 		output.WriteString(color.GreenString("No problems detected\n"))
--- a/pkg/analyzer/cronjob.go
+++ b/pkg/analyzer/cronjob.go
@@ -33,11 +33,9 @@ func (analyzer CronJobAnalyzer) Analyze(a common.Analyzer) ([]common.Result, err
 		"analyzer_name": kind,
 	})

-	var results []common.Result
-
 	cronJobList, err := a.Client.GetClient().BatchV1().CronJobs(a.Namespace).List(a.Context, v1.ListOptions{})
 	if err != nil {
-		return results, err
+		return nil, err
 	}

 	var preAnalysis = map[string]common.PreAnalysis{}
@@ -114,7 +112,7 @@ func (analyzer CronJobAnalyzer) Analyze(a common.Analyzer) ([]common.Result, err
 				Name:  key,
 				Error: value.FailureDetails,
 			}
-			a.Results = append(results, currentAnalysis)
+			a.Results = append(a.Results, currentAnalysis)
 		}
 	}

--- a/pkg/analyzer/hpaAnalyzer_test.go
+++ b/pkg/analyzer/hpaAnalyzer_test.go
@@ -205,15 +205,15 @@ func TestHPAAnalyzerWithExistingScaleTargetRefAsDeployment(t *testing.T) {
 					Spec: corev1.PodSpec{
 						Containers: []corev1.Container{
 							{
-								Name: "example",
+								Name:  "example",
 								Image: "nginx",
 								Resources: corev1.ResourceRequirements{
 									Requests: corev1.ResourceList{
-										"cpu": resource.MustParse("100m"),
+										"cpu":    resource.MustParse("100m"),
 										"memory": resource.MustParse("128Mi"),
 									},
 									Limits: corev1.ResourceList{
-										"cpu": resource.MustParse("200m"),
+										"cpu":    resource.MustParse("200m"),
 										"memory": resource.MustParse("256Mi"),
 									},
 								},
@@ -269,15 +269,15 @@ func TestHPAAnalyzerWithExistingScaleTargetRefAsReplicationController(t *testing
 					Spec: corev1.PodSpec{
 						Containers: []corev1.Container{
 							{
-								Name: "example",
+								Name:  "example",
 								Image: "nginx",
 								Resources: corev1.ResourceRequirements{
 									Requests: corev1.ResourceList{
-										"cpu": resource.MustParse("100m"),
+										"cpu":    resource.MustParse("100m"),
 										"memory": resource.MustParse("128Mi"),
 									},
 									Limits: corev1.ResourceList{
-										"cpu": resource.MustParse("200m"),
+										"cpu":    resource.MustParse("200m"),
 										"memory": resource.MustParse("256Mi"),
 									},
 								},
@@ -333,15 +333,15 @@ func TestHPAAnalyzerWithExistingScaleTargetRefAsReplicaSet(t *testing.T) {
 					Spec: corev1.PodSpec{
 						Containers: []corev1.Container{
 							{
-								Name: "example",
+								Name:  "example",
 								Image: "nginx",
 								Resources: corev1.ResourceRequirements{
 									Requests: corev1.ResourceList{
-										"cpu": resource.MustParse("100m"),
+										"cpu":    resource.MustParse("100m"),
 										"memory": resource.MustParse("128Mi"),
 									},
 									Limits: corev1.ResourceList{
-										"cpu": resource.MustParse("200m"),
+										"cpu":    resource.MustParse("200m"),
 										"memory": resource.MustParse("256Mi"),
 									},
 								},
@@ -397,15 +397,15 @@ func TestHPAAnalyzerWithExistingScaleTargetRefAsStatefulSet(t *testing.T) {
 					Spec: corev1.PodSpec{
 						Containers: []corev1.Container{
 							{
-								Name: "example",
+								Name:  "example",
 								Image: "nginx",
 								Resources: corev1.ResourceRequirements{
 									Requests: corev1.ResourceList{
-										"cpu": resource.MustParse("100m"),
+										"cpu":    resource.MustParse("100m"),
 										"memory": resource.MustParse("128Mi"),
 									},
 									Limits: corev1.ResourceList{
-										"cpu": resource.MustParse("200m"),
+										"cpu":    resource.MustParse("200m"),
 										"memory": resource.MustParse("256Mi"),
 									},
 								},
@@ -461,7 +461,7 @@ func TestHPAAnalyzerWithExistingScaleTargetRefWithoutSpecifyingResources(t *test
 					Spec: corev1.PodSpec{
 						Containers: []corev1.Container{
 							{
-								Name: "example",
+								Name:  "example",
 								Image: "nginx",
 							},
 						},
@@ -487,7 +487,7 @@ func TestHPAAnalyzerWithExistingScaleTargetRefWithoutSpecifyingResources(t *test
 	var errorFound bool
 	for _, analysis := range analysisResults {
 		for _, err := range analysis.Error {
-			if strings.Contains(err.Text, "does not have resource configured."){
+			if strings.Contains(err.Text, "does not have resource configured.") {
 				errorFound = true
 				break
 			}
--- a/pkg/analyzer/netpol.go
+++ b/pkg/analyzer/netpol.go
@@ -54,23 +54,23 @@ func (NetworkPolicyAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error)
 					},
 				},
 			})
-			continue
-		}
-		// Check if policy is not applied to any pods
-		podList, err := util.GetPodListByLabels(a.Client.GetClient(), a.Namespace, policy.Spec.PodSelector.MatchLabels)
-		if err != nil {
-			return nil, err
-		}
-		if len(podList.Items) == 0 {
-			failures = append(failures, common.Failure{
-				Text: fmt.Sprintf("Network policy is not applied to any pods: %s", policy.Name),
-				Sensitive: []common.Sensitive{
-					{
-						Unmasked: policy.Name,
-						Masked:   util.MaskString(policy.Name),
+		} else {
+			// Check if policy is not applied to any pods
+			podList, err := util.GetPodListByLabels(a.Client.GetClient(), a.Namespace, policy.Spec.PodSelector.MatchLabels)
+			if err != nil {
+				return nil, err
+			}
+			if len(podList.Items) == 0 {
+				failures = append(failures, common.Failure{
+					Text: fmt.Sprintf("Network policy is not applied to any pods: %s", policy.Name),
+					Sensitive: []common.Sensitive{
+						{
+							Unmasked: policy.Name,
+							Masked:   util.MaskString(policy.Name),
+						},
 					},
-				},
-			})
+				})
+			}
 		}

 		if len(failures) > 0 {
--- a/pkg/analyzer/node.go
+++ b/pkg/analyzer/node.go
@@ -58,7 +58,7 @@ func (NodeAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 		}

 		if len(failures) > 0 {
-			preAnalysis[fmt.Sprintf("%s", node.Name)] = common.PreAnalysis{
+			preAnalysis[node.Name] = common.PreAnalysis{
 				Node:           node,
 				FailureDetails: failures,
 			}
--- a/pkg/analyzer/pod.go
+++ b/pkg/analyzer/pod.go
@@ -85,7 +85,7 @@ func (PodAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 				}
 			} else {
 				// when pod is Running but its ReadinessProbe fails
-				if containerStatus.Ready == false && pod.Status.Phase == "Running" {
+				if !containerStatus.Ready && pod.Status.Phase == "Running" {
 					// parse the event log and append details
 					evt, err := FetchLatestEvent(a.Context, a.Client, pod.Namespace, pod.Name)
 					if err != nil || evt == nil {
--- a/pkg/cache/cache.go
+++ b/pkg/cache/cache.go
@@ -4,12 +4,11 @@ type ICache interface {
 	Store(key string, data string) error
 	Load(key string) (string, error)
 	Exists(key string) bool
+	IsCacheDisabled() bool
 }

 func New(noCache bool) ICache {
-	if noCache {
-		return &NoopCache{}
+	return &FileBasedCache{
+		noCache: noCache,
 	}
-
-	return &FileBasedCache{}
 }
--- a/pkg/cache/file_based.go
+++ b/pkg/cache/file_based.go
@@ -11,7 +11,13 @@ import (

 var _ (ICache) = (*FileBasedCache)(nil)

-type FileBasedCache struct{}
+type FileBasedCache struct {
+	noCache bool
+}
+
+func (f *FileBasedCache) IsCacheDisabled() bool {
+	return f.noCache
+}

 func (*FileBasedCache) Exists(key string) bool {
 	path, err := xdg.CacheFile(filepath.Join("k8sgpt", key))
--- a/pkg/cache/noop.go
+++ b/pkg/cache/noop.go
@@ -1,17 +0,0 @@
-package cache
-
-var _ (ICache) = (*NoopCache)(nil)
-
-type NoopCache struct{}
-
-func (c *NoopCache) Store(key string, data string) error {
-	return nil
-}
-
-func (c *NoopCache) Load(key string) (string, error) {
-	return "", nil
-}
-
-func (c *NoopCache) Exists(key string) bool {
-	return false
-}
--- a/pkg/kubernetes/kubernetes.go
+++ b/pkg/kubernetes/kubernetes.go
@@ -44,8 +44,14 @@ func NewClient(kubecontext string, kubeconfig string) (*Client, error) {
 	var config *rest.Config
 	config, err := rest.InClusterConfig()
 	if err != nil {
+		loadingRules := clientcmd.NewDefaultClientConfigLoadingRules()
+
+		if kubeconfig != "" {
+			loadingRules.ExplicitPath = kubeconfig
+		}
+
 		clientConfig := clientcmd.NewNonInteractiveDeferredLoadingClientConfig(
-			&clientcmd.ClientConfigLoadingRules{ExplicitPath: kubeconfig},
+			loadingRules,
 			&clientcmd.ConfigOverrides{
 				CurrentContext: kubecontext,
 			})
--- a/pkg/server/handler.go
+++ b/pkg/server/handler.go
@@ -0,0 +1,65 @@
+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
+}
--- a/pkg/server/log.go
+++ b/pkg/server/log.go
@@ -1,77 +1,52 @@
 package server

 import (
-	"bytes"
-	"net/http"
+	"context"
+	"fmt"
 	"time"

 	"go.uber.org/zap"
+	"google.golang.org/grpc"
+	"google.golang.org/grpc/peer"
+	"google.golang.org/grpc/status"
 )

-type loggingResponseWriter struct {
-	http.ResponseWriter
-	statusCode int
-	buf        *bytes.Buffer
-}
+func logInterceptor(logger *zap.Logger) grpc.UnaryServerInterceptor {
+	return func(ctx context.Context, req interface{}, info *grpc.UnaryServerInfo, handler grpc.UnaryHandler) (interface{}, error) {
+		start := time.Now()

-func NewLoggingResponseWriter(w http.ResponseWriter) *loggingResponseWriter {
-	return &loggingResponseWriter{
-		w,
-		http.StatusOK,
-		&bytes.Buffer{},
+		// Call the handler to execute the gRPC request
+		response, err := handler(ctx, req)
+
+		duration := time.Since(start).Milliseconds()
+		fields := []zap.Field{
+			zap.Int64("duration_ms", duration),
+			zap.String("method", info.FullMethod),
+			zap.Any("request", req),
+		}
+		// Get the remote address from the context
+		peer, ok := peer.FromContext(ctx)
+		if ok {
+			fields = append(fields, zap.String("remote_addr", peer.Addr.String()))
+		}
+
+		if err != nil {
+			fields = append(fields, zap.Int32("status_code", int32(status.Code(err))))
+		}
+		message := "request completed"
+		if err != nil {
+			message = fmt.Sprintf("request failed. %s", err.Error())
+		}
+		logRequest(logger, fields, int(status.Code(err)), message)
+
+		return response, err
 	}
 }

-func (lrw *loggingResponseWriter) WriteHeader(code int) {
-	lrw.statusCode = code
-	lrw.ResponseWriter.WriteHeader(code)
-}
-
-func (lrw *loggingResponseWriter) Write(b []byte) (int, error) {
-	return lrw.buf.Write(b)
-}
-
-func (lrw *loggingResponseWriter) Flush() {
-	if f, ok := lrw.ResponseWriter.(http.Flusher); ok {
-		f.Flush()
-	}
-	lrw.ResponseWriter.Write(lrw.buf.Bytes())
-}
-
 func logRequest(logger *zap.Logger, fields []zap.Field, statusCode int, message string) {
 	if statusCode >= 400 {
 		logger.Error(message, fields...)
 	} else {
-		logger.Info("request completed", fields...)
+		logger.Info(message, fields...)
 	}
 }
-
-func loggingMiddleware(next http.Handler) http.Handler {
-	config := zap.NewProductionConfig()
-	config.DisableCaller = true
-	logger, err := config.Build()
-	if err != nil {
-		panic(err)
-	}
-	defer logger.Sync()
-
-	return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
-		lrw := NewLoggingResponseWriter(w)
-		start := time.Now()
-		defer func() {
-			duration := time.Since(start).Milliseconds()
-			fields := []zap.Field{
-				zap.Int64("duration_ms", duration),
-				zap.String("method", r.Method),
-				zap.String("remote_addr", r.RemoteAddr),
-				zap.Int("status_code", lrw.statusCode),
-				zap.String("url", r.URL.Path),
-			}
-			logRequest(logger, fields, lrw.statusCode, lrw.buf.String())
-		}()
-
-		next.ServeHTTP(lrw, r)
-
-		lrw.Flush()
-	})
-}
--- a/pkg/server/server.go
+++ b/pkg/server/server.go
@@ -15,23 +15,33 @@ package server

 import (
 	json "encoding/json"
+	"errors"
 	"fmt"
+	"net"
 	"net/http"
 	"strconv"
 	"strings"
+	"time"

-	"github.com/fatih/color"
-	"github.com/k8sgpt-ai/k8sgpt/pkg/analysis"
+	rpc "buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go/schema/v1/schemav1grpc"
 	"github.com/prometheus/client_golang/prometheus/promhttp"
+	"go.uber.org/zap"
+
+	"google.golang.org/grpc"
+	"google.golang.org/grpc/reflection"
 )

 type Config struct {
 	Port           string
+	MetricsPort    string
 	Backend        string
 	Key            string
 	Token          string
 	Output         string
 	maxConcurrency int
+	Handler        *handler
+	Logger         *zap.Logger
+	metricsServer  *http.Server
 }

 type Health struct {
@@ -46,74 +56,46 @@ var health = Health{
 	Failure: 0,
 }

-type Result struct {
-	Analysis []analysis.Analysis `json:"analysis"`
-}
-
-func (s *Config) analyzeHandler(w http.ResponseWriter, r *http.Request) {
-	namespace := r.URL.Query().Get("namespace")
-	explain := getBoolParam(r.URL.Query().Get("explain"))
-	anonymize := getBoolParam(r.URL.Query().Get("anonymize"))
-	nocache := getBoolParam(r.URL.Query().Get("nocache"))
-	language := r.URL.Query().Get("language")
-
-	var err error
-	s.maxConcurrency, err = strconv.Atoi(r.URL.Query().Get("maxConcurrency"))
-	if err != nil {
-		s.maxConcurrency = 10
-	}
-	s.Output = r.URL.Query().Get("output")
-
-	if s.Output == "" {
-		s.Output = "json"
-	}
-
-	config, err := analysis.NewAnalysis(s.Backend, language, []string{}, namespace, nocache, explain, s.maxConcurrency)
-	if err != nil {
-		health.Failure++
-		http.Error(w, err.Error(), http.StatusInternalServerError)
-		return
-	}
-
-	analysisErrors := config.RunAnalysis()
-	if analysisErrors != nil {
-		var errorMessage string
-		for _, err := range analysisErrors {
-			errorMessage += err.Error() + "\n"
-		}
-		http.Error(w, errorMessage, http.StatusInternalServerError)
-		health.Failure++
-	}
-
-	if explain {
-		err := config.GetAIResults(s.Output, anonymize)
-		if err != nil {
-			health.Failure++
-			http.Error(w, err.Error(), http.StatusInternalServerError)
-			return
-		}
-	}
-
-	out, err := config.PrintOutput(s.Output)
-	if err != nil {
-		health.Failure++
-		http.Error(w, err.Error(), http.StatusInternalServerError)
-		return
-	}
-
-	health.Success++
-	fmt.Fprintf(w, string(out))
-}
-
 func (s *Config) Serve() error {
-	handler := loggingMiddleware(http.DefaultServeMux)
-	http.Handle("/metrics", promhttp.Handler())
-	http.HandleFunc("/analyze", s.analyzeHandler)
-	http.HandleFunc("/healthz", s.healthzHandler)
-	color.Green("Starting server on port %s", s.Port)
-	err := http.ListenAndServe(":"+s.Port, handler)
+
+	var lis net.Listener
+	var err error
+	address := fmt.Sprintf(":%s", s.Port)
+	lis, err = net.Listen("tcp", address)
 	if err != nil {
-		fmt.Printf("error starting server: %s\n", err)
+		return err
+	}
+	s.Logger.Info(fmt.Sprintf("binding api to %s", s.Port))
+	grpcServerUnaryInterceptor := grpc.UnaryInterceptor(logInterceptor(s.Logger))
+	grpcServer := grpc.NewServer(grpcServerUnaryInterceptor)
+	reflection.Register(grpcServer)
+	rpc.RegisterServerServer(grpcServer, s.Handler)
+	if err := grpcServer.Serve(
+		lis,
+	); err != nil && !errors.Is(err, http.ErrServerClosed) {
+		return err
+	}
+
+	return nil
+}
+
+func (s *Config) ServeMetrics() error {
+	s.Logger.Info(fmt.Sprintf("binding metrics to %s", s.MetricsPort))
+	s.metricsServer = &http.Server{
+		ReadHeaderTimeout: 3 * time.Second,
+		Addr:              fmt.Sprintf(":%s", s.MetricsPort),
+	}
+	s.metricsServer.Handler = http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/healthz":
+			w.WriteHeader(http.StatusOK)
+		case "/metrics":
+			promhttp.Handler().ServeHTTP(w, r)
+		default:
+			w.WriteHeader(http.StatusNotFound)
+		}
+	})
+	if err := s.metricsServer.ListenAndServe(); err != nil && !errors.Is(err, http.ErrServerClosed) {
 		return err
 	}
 	return nil
@@ -125,7 +107,7 @@ func (s *Config) healthzHandler(w http.ResponseWriter, r *http.Request) {
 		http.Error(w, err.Error(), http.StatusInternalServerError)
 		return
 	}
-	fmt.Fprintf(w, string(js))
+	fmt.Fprint(w, string(js))
 }

 func getBoolParam(param string) bool {
--- a/pkg/util/util.go
+++ b/pkg/util/util.go
@@ -15,7 +15,9 @@ package util

 import (
 	"context"
+	"crypto/sha256"
 	"encoding/base64"
+	"encoding/hex"
 	"errors"
 	"fmt"
 	"math/rand"
@@ -148,7 +150,11 @@ func ReplaceIfMatch(text string, pattern string, replacement string) string {
 }

 func GetCacheKey(provider string, language string, sEnc string) string {
-	return fmt.Sprintf("%s-%s-%s", provider, language, sEnc)
+	data := fmt.Sprintf("%s-%s-%s", provider, language, sEnc)
+
+	hash := sha256.Sum256([]byte(data))
+
+	return hex.EncodeToString(hash[:])
 }

 func GetPodListByLabels(client k.Interface,