merged

Signed-off-by: Alex Jones <alexsimonjones@gmail.com>

.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. -->

.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. -->

.github/workflows/golangci_lint.yaml

@@ -12,7 +12,7 @@ jobs:
         uses: actions/checkout@8e5e7e5ab8b370d6c329ec480221332ada57f0ab # v3
 
       - name: golangci-lint
-        uses: reviewdog/action-golangci-lint@53f8eabb87b40b1a2c63ec75b0d418bd0f4aa919 # v2
+        uses: reviewdog/action-golangci-lint@79d32f10b2ea0d4cebb755d849b048c4b40c3d50 # v2
         with:
           github_token: ${{ secrets.GITHUB_TOKEN }}
           reporter: github-pr-check

.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 }}

.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
+

.gitignore

@@ -1,5 +1,6 @@
 .DS_Store
 k8sgpt*
+!charts/k8sgpt
 *.vscode
 dist/
 

.release-please-manifest.json

@@ -1 +1 @@
-{".":"0.2.8"}
+{".":"0.3.2"}

CHANGELOG.md

@@ -1,5 +1,114 @@
 # 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)
 
 

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**

Makefile

@@ -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)

README.md

@@ -1,4 +1,8 @@
-  <img src="./images/banner-white.png" width="600px;" />
+<picture>
+  <source media="(prefers-color-scheme: dark)" srcset="./images/banner-white.png" width="600px;">
+  <img alt="Text changing depending on mode. Light: 'So light!' Dark: 'So dark!'" src="./images/banner-black.png" width="600px;">
+</picture>
+<br/>
 
 ![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)
@@ -12,10 +16,12 @@ 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
+<img src="images/demo4.gif" width=650px; />
+
+# CLI Installation
 
 
-## Linux/Mac via brew
+### Linux/Mac via brew
 
 ```
 brew tap k8sgpt-ai/k8sgpt
@@ -28,7 +34,7 @@ brew install k8sgpt
   **32 bit:**
   <!---x-release-please-start-version-->
   ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.8/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-->
@@ -37,7 +43,7 @@ brew install k8sgpt
 
   <!---x-release-please-start-version-->
   ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.8/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-->
@@ -49,7 +55,7 @@ brew install k8sgpt
   **32 bit:**
   <!---x-release-please-start-version-->
   ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.8/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-->
@@ -57,7 +63,7 @@ brew install k8sgpt
 
   <!---x-release-please-start-version-->
   ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.8/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-->
@@ -70,14 +76,14 @@ brew install k8sgpt
   **32 bit:**
   <!---x-release-please-start-version-->
   ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.8/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/v0.2.8/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
@@ -100,31 +106,29 @@ 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 add` to set it in k8sgpt.
   * You can provide the password directly using the `--password` flag.
 * Run `k8sgpt filters` to manage the active filters used by the analyzer. By default, all filters are executed during analysis.
 * Run `k8sgpt analyze` to run a scan.
 * And use `k8sgpt analyze --explain` to get a more detailed explanation of the issues.
 
-<img src="images/demo4.gif" width=650px; />
-
 ## Analyzers
 
 K8sGPT uses analyzers to triage and diagnose issues in your cluster. It has a set of analyzers that are built in, but
@@ -151,69 +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 add
 k8sgpt analyze --explain
 ```
 
@@ -240,41 +188,53 @@ _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.
-
 <details>
+<summary> Using filters </summary>
 
-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_
+<summary> Additional commands </summary>
+_List configured backends_
+
+```
+k8sgpt auth list
+```
+
+_Remove configured backends_
+
+```
+k8sgpt auth remove $MY_BACKEND1,$MY_BACKEND2..
+```
 
 _List integrations_
 
@@ -311,14 +271,16 @@ _Analysis with serve mode_
 ```
 curl -X GET "http://localhost:8080/analyze?namespace=k8sgpt&explain=false"
 ```
-
 </details>
 
-## Running local models
+
+## Key Features
+
+<details>
+<summary> LocalAI provider </summary>
 
 To run local models, it is possible to use OpenAI compatible APIs, for instance [LocalAI](https://github.com/go-skynet/LocalAI) which uses [llama.cpp](https://github.com/ggerganov/llama.cpp) and [ggml](https://github.com/ggerganov/ggml) to run inference on consumer-grade hardware. Models supported by LocalAI for instance are Vicuna, Alpaca, LLaMA, Cerebras, GPT4ALL, GPT4ALL-J and koala. 
 
-<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).
 
@@ -328,14 +290,12 @@ To start the API server, follow the instruction in [LocalAI](https://github.com/
 
 ### Run k8sgpt
 
-To run k8sgpt, run `k8sgpt auth` with the `localai` backend:
+To run k8sgpt, run `k8sgpt auth new` with the `localai` backend:
 
 ```
-k8sgpt auth --backend localai --model <model_name> --baseurl http://localhost:8080/v1
+k8sgpt auth new --backend localai --model <model_name> --baseurl http://localhost:8080/v1
 ```
 
-When being asked for an API key, just press enter.
-
 Now you can analyze with the `localai` backend:
 
 ```
@@ -344,8 +304,93 @@ k8sgpt analyze --explain --backend localai
 
 </details>
 
-## Configuration
+<details>
+<summary> AzureOpenAI provider </summary>
 
+<em>Prerequisites:</em> an Azure OpenAI deployment is needed, please visit MS official [documentation](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal#create-a-resource) to create your own.
+
+To authenticate with k8sgpt, you will need the Azure OpenAI endpoint of your tenant `"https://your Azure OpenAI Endpoint"`, the api key to access your deployment, the deployment name of your model and the model name itself.  
+
+
+To run k8sgpt, run `k8sgpt auth` with the `azureopenai` backend:  
+```
+k8sgpt auth add --backend azureopenai --baseurl https://<your Azure OpenAI endpoint> --engine <deployment_name> --model <model_name>
+```
+Lastly, enter your Azure API key, after the prompt.
+
+Now you are ready to analyze with the azure openai backend:  
+```
+k8sgpt analyze --explain --backend azureopenai
+```
+
+
+
+</details>
+
+<details>
+<summary>Setting a new default AI provider</summary>
+
+There may be scenarios where you wish to have K8sGPT plugged into several default AI providers. In this case you may wish to use one as a new default, other than OpenAI which is the project default.
+
+_To view available providers_
+
+```
+k8sgpt auth list
+Default:
+> openai
+Active:
+> openai
+> azureopenai
+Unused:
+> localai
+> noopai
+
+```
+
+
+_To set a new default provider_
+
+```
+k8sgpt auth default -p azureopenai
+Default provider set to azureopenai
+```
+
+
+</details>
+
+
+<details>
+
+With this option, the data is anonymized before being sent to the AI Backend. During the analysis execution, `k8sgpt` retrieves sensitive data (Kubernetes object names, labels, etc.). This data is masked when sent to the AI backend and replaced by a key that can be used to de-anonymize the data when the solution is returned to the user.
+
+
+<summary> Anonymization </summary>
+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>
+
+<details>
+<summary> Configuration management</summary>
 `k8sgpt` stores config data in the `$XDG_CONFIG_HOME/k8sgpt/k8sgpt.yaml` file. The data is stored in plain text, including your OpenAI key.
 
 Config file locations:
@@ -354,6 +399,38 @@ Config file locations:
 | MacOS   | ~/Library/Application Support/k8sgpt/k8sgpt.yaml |
 | Linux   | ~/.config/k8sgpt/k8sgpt.yaml                     |
 | Windows | %LOCALAPPDATA%/k8sgpt/k8sgpt.yaml                |
+</details>
+
+<details>
+There may be scenarios where caching remotely is prefered. 
+In these scenarios K8sGPT supports AWS S3 Integration.
+
+<summary> Remote caching </summary>
+
+ _As a prerequisite `AWS_ACCESS_KEY_ID` and `AWS_SECRET_ACCESS_KEY` are required as environmental variables._
+  
+_Adding a remote cache_
+Note: this will create the bucket if it does not exist
+```
+k8sgpt cache add --region <aws region> --bucket <name>
+```
+  
+_Listing cache items_
+```
+k8sgpt cache list
+```
+  
+_Removing the remote cache_
+Note: this will not delete the bucket
+```
+k8sgpt cache remove --bucket <name>
+```
+</details>
+
+
+## Documentation
+
+Find our official documentation available [here](https://docs.k8sgpt.ai)
 
 
 ## Contributing

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

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 }}

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 }}

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:
   - '*'

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

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 }}

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}}

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 }}

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 }}

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: {}

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)

cmd/auth/add.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 addCmd = &cobra.Command{
+	Use:   "add",
+	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.")
+		}
+	},
+}
+
+func init() {
+	// add flag for backend
+	addCmd.Flags().StringVarP(&backend, "backend", "b", "openai", "Backend AI provider")
+	// add flag for model
+	addCmd.Flags().StringVarP(&model, "model", "m", "gpt-3.5-turbo", "Backend AI model")
+	// add flag for password
+	addCmd.Flags().StringVarP(&password, "password", "p", "", "Backend AI password")
+	// add flag for url
+	addCmd.Flags().StringVarP(&baseURL, "baseurl", "u", "", "URL AI provider, (e.g `http://localhost:8080/v1`)")
+	// add flag for azure open ai engine/deployment name
+	addCmd.Flags().StringVarP(&engine, "engine", "e", "", "Azure AI deployment name")
+}

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 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,
-		}
-
-		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(addCmd)
+	// add subcommand to remove new backend provider
+	AuthCmd.AddCommand(removeCmd)
+	// add subcommand to set default backend provider
+	AuthCmd.AddCommand(defaultCmd)
 }

cmd/auth/default.go

@@ -0,0 +1,79 @@
+/*
+Copyright 2023 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package auth
+
+import (
+	"os"
+	"strings"
+
+	"github.com/fatih/color"
+	"github.com/spf13/cobra"
+	"github.com/spf13/viper"
+)
+
+var (
+	providerName string
+)
+
+var defaultCmd = &cobra.Command{
+	Use:   "default",
+	Short: "Set your default AI backend provider",
+	Long:  "The command to set your new default AI backend provider (default is openai)",
+	Run: func(cmd *cobra.Command, args []string) {
+		err := viper.UnmarshalKey("ai", &configAI)
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+		if providerName == "" {
+			if configAI.DefaultProvider != "" {
+				color.Yellow("Your default provider is %s", configAI.DefaultProvider)
+			} else {
+				color.Yellow("Your default provider is openai")
+			}
+			os.Exit(0)
+		}
+		// lowercase the provider name
+		providerName = strings.ToLower(providerName)
+
+		// Check if the provider is in the provider list
+		providerExists := false
+		for _, provider := range configAI.Providers {
+			if provider.Name == providerName {
+				providerExists = true
+			}
+		}
+		if !providerExists {
+			color.Red("Error: Provider %s does not exist", providerName)
+			os.Exit(1)
+		}
+		// Set the default provider
+		configAI.DefaultProvider = providerName
+
+		viper.Set("ai", configAI)
+		// Viper write config
+		err = viper.WriteConfig()
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+		// Print acknowledgement
+		color.Green("Default provider set to %s", providerName)
+	},
+}
+
+func init() {
+	// provider name flag
+	defaultCmd.Flags().StringVarP(&providerName, "provider", "p", "", "The name of the provider to set as default")
+}

cmd/auth/list.go

@@ -0,0 +1,73 @@
+/*
+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))
+			}
+		}
+	},
+}

cmd/auth/remove.go

@@ -0,0 +1,71 @@
+/*
+Copyright 2023 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package auth
+
+import (
+	"os"
+	"strings"
+
+	"github.com/fatih/color"
+	"github.com/spf13/cobra"
+	"github.com/spf13/viper"
+)
+
+var removeCmd = &cobra.Command{
+	Use:   "remove [backend(s)]",
+	Short: "Remove a provider",
+	Long:  "The command to remove an AI backend provider",
+	Args:  cobra.ExactArgs(1),
+	Run: func(cmd *cobra.Command, args []string) {
+		inputBackends := strings.Split(args[0], ",")
+		err := viper.UnmarshalKey("ai", &configAI)
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+
+		if len(inputBackends) == 0 {
+			color.Red("Error: backend must be set.")
+			os.Exit(1)
+		}
+
+		for _, b := range inputBackends {
+			foundBackend := false
+			for i, provider := range configAI.Providers {
+				if b == provider.Name {
+					foundBackend = true
+					configAI.Providers = append(configAI.Providers[:i], configAI.Providers[i+1:]...)
+					color.Green("%s deleted to the AI backend provider list", b)
+					break
+				}
+			}
+			if !foundBackend {
+				color.Red("Error: %s does not exist in configuration file. Please use k8sgpt auth new.", backend)
+				os.Exit(1)
+			}
+
+		}
+		viper.Set("ai", configAI)
+		if err := viper.WriteConfig(); err != nil {
+			color.Red("Error writing config file: %s", err.Error())
+			os.Exit(1)
+		}
+
+	},
+}
+
+func init() {
+
+}
+

cmd/cache/add.go

@@ -0,0 +1,72 @@
+/*
+Copyright 2023 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+	http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+package cache
+
+import (
+	"fmt"
+	"os"
+
+	"github.com/fatih/color"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
+	"github.com/spf13/cobra"
+	"github.com/spf13/viper"
+)
+
+var (
+	region string
+)
+
+// addCmd represents the add command
+var addCmd = &cobra.Command{
+	Use:   "add",
+	Short: "Add a remote cache",
+	Long: `This command allows you to add a remote cache to store the results of an analysis.
+	The supported cache types are:
+	- S3`,
+	Run: func(cmd *cobra.Command, args []string) {
+		fmt.Println(color.YellowString("Adding remote S3 based cache"))
+
+		// Check to see whether there is cache information already
+		var cacheInfo cache.CacheProvider
+		err := viper.UnmarshalKey("cache", &cacheInfo)
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+		if cacheInfo.BucketName != "" {
+			color.Yellow("Error: a cache is already configured, please remove it first")
+			os.Exit(1)
+		}
+		cacheInfo.BucketName = bucketname
+		cacheInfo.Region = region
+
+		// Save the cache information
+		viper.Set("cache", cacheInfo)
+		err = viper.WriteConfig()
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+	},
+}
+
+func init() {
+	CacheCmd.AddCommand(addCmd)
+	addCmd.Flags().StringVarP(&region, "region", "r", "", "The region to use for the cache")
+	addCmd.Flags().StringVarP(&bucketname, "bucket", "b", "", "The name of the bucket to use for the cache")
+	addCmd.MarkFlagRequired("bucket")
+	addCmd.MarkFlagRequired("region")
+
+}

cmd/cache/cache.go

@@ -0,0 +1,36 @@
+/*
+Copyright 2023 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+	http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+package cache
+
+import (
+	"github.com/spf13/cobra"
+)
+
+var (
+	bucketname string
+)
+
+// cacheCmd represents the cache command
+var CacheCmd = &cobra.Command{
+	Use:   "cache",
+	Short: "For working with the cache the results of an analysis",
+	Long:  `Cache commands allow you to add a remote cache, list the contents of the cache, and remove items from the cache.`,
+	Run: func(cmd *cobra.Command, args []string) {
+		cmd.Help()
+	},
+}
+
+func init() {
+}

cmd/cache/list.go

@@ -0,0 +1,53 @@
+/*
+Copyright 2023 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+	http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+package cache
+
+import (
+	"os"
+
+	"github.com/fatih/color"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
+	"github.com/spf13/cobra"
+)
+
+// listCmd represents the list command
+var listCmd = &cobra.Command{
+	Use:   "list",
+	Short: "List the contents of the cache",
+	Long:  `This command allows you to list the contents of the cache.`,
+	Run: func(cmd *cobra.Command, args []string) {
+
+		// load remote cache if it is configured
+		remoteCacheEnabled, err := cache.RemoteCacheEnabled()
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+		c := cache.New(false, remoteCacheEnabled)
+		// list the contents of the cache
+		names, err := c.List()
+		if err != nil {
+			panic(err)
+		}
+		for _, name := range names {
+			println(name)
+		}
+	},
+}
+
+func init() {
+	CacheCmd.AddCommand(listCmd)
+
+}

cmd/cache/remove.go

@@ -0,0 +1,60 @@
+/*
+Copyright 2023 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+	http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+package cache
+
+import (
+	"os"
+
+	"github.com/fatih/color"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
+	"github.com/spf13/cobra"
+	"github.com/spf13/viper"
+)
+
+// removeCmd represents the remove command
+var removeCmd = &cobra.Command{
+	Use:   "remove",
+	Short: "Remove the remote cache",
+	Long:  `This command allows you to remove the remote cache and use the default filecache.`,
+	Run: func(cmd *cobra.Command, args []string) {
+
+		// Remove the remote cache
+		var cacheInfo cache.CacheProvider
+		err := viper.UnmarshalKey("cache", &cacheInfo)
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+		if cacheInfo.BucketName == "" {
+			color.Yellow("Error: no cache is configured")
+			os.Exit(1)
+		}
+		// Warn user this will delete the S3 bucket and prompt them to continue
+		color.Yellow("Warning: this will not delete the S3 bucket %s", cacheInfo.BucketName)
+		cacheInfo = cache.CacheProvider{}
+		viper.Set("cache", cacheInfo)
+		err = viper.WriteConfig()
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+
+		color.Green("Successfully removed the remote cache")
+	},
+}
+
+func init() {
+	CacheCmd.AddCommand(removeCmd)
+}

cmd/filters/filters.go

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

cmd/filters/list.go

@@ -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) {

cmd/integration/activate.go

@@ -15,8 +15,10 @@ package integration
 
 import (
 	"github.com/fatih/color"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/analyzer"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/integration"
 	"github.com/spf13/cobra"
+	"github.com/spf13/viper"
 )
 
 // activateCmd represents the activate command
@@ -27,10 +29,17 @@ var activateCmd = &cobra.Command{
 	Args:  cobra.ExactArgs(1),
 	Run: func(cmd *cobra.Command, args []string) {
 		integrationName := args[0]
+		coreFilters, _, _ := analyzer.ListFilters()
+
+		// Update filters
+		activeFilters := viper.GetStringSlice("active_filters")
+		if len(activeFilters) == 0 {
+			activeFilters = coreFilters
+		}
 
 		integration := integration.NewIntegration()
 		// Check if the integation exists
-		err := integration.Activate(integrationName, namespace)
+		err := integration.Activate(integrationName, namespace, activeFilters)
 		if err != nil {
 			color.Red("Error: %v", err)
 			return

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()
 	},
 }
 

cmd/root.go

@@ -14,14 +14,13 @@ 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/analyze"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/auth"
+	"github.com/k8sgpt-ai/k8sgpt/cmd/cache"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/filters"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/generate"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/integration"
@@ -69,6 +68,7 @@ func init() {
 	rootCmd.AddCommand(generate.GenerateCmd)
 	rootCmd.AddCommand(integration.IntegrationCmd)
 	rootCmd.AddCommand(serve.ServeCmd)
+	rootCmd.AddCommand(cache.CacheCmd)
 	rootCmd.PersistentFlags().StringVar(&cfgFile, "config", "", "config file (default is $HOME/.k8sgpt.yaml)")
 	rootCmd.PersistentFlags().StringVar(&kubecontext, "kubecontext", "", "Kubernetes context to use. Only required if out-of-cluster.")
 	rootCmd.PersistentFlags().StringVar(&kubeconfig, "kubeconfig", "", "Path to a kubeconfig. Only required if out-of-cluster.")
@@ -87,7 +87,7 @@ func initConfig() {
 		viper.SetConfigType("yaml")
 		viper.SetConfigName("k8sgpt")
 
-		viper.SafeWriteConfig()
+		_ = viper.SafeWriteConfig()
 	}
 
 	viper.Set("kubecontext", kubecontext)
@@ -98,6 +98,7 @@ 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())
 	}
 }
@@ -116,14 +117,7 @@ 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)
 	}

cmd/serve/serve.go

@@ -21,11 +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
+	port        string
+	metricsPort string
+	backend     string
 )
 
 var ServeCmd = &cobra.Command{
@@ -47,17 +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)
@@ -75,10 +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
 				}
@@ -90,23 +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")
 }

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
 

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",

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:v0.2.8 #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

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

container/manifests/sa.yaml

@@ -1,5 +0,0 @@
-apiVersion: v1
-kind: ServiceAccount
-metadata:
-  name: k8sgpt
-  namespace: k8sgpt

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

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

go.mod

@@ -3,26 +3,34 @@ 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 v0.27.2
+	k8s.io/apimachinery v0.27.2
+	k8s.io/client-go v0.27.2
+	k8s.io/kubectl v0.27.2
 
 )
 
 require github.com/adrg/xdg v0.4.0
 
+require (
+	buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.3.0-20230515081240-6b5b845c638e.1
+	buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.30.0-20230514071713-3d78cb8bbc06.1
+	github.com/aws/aws-sdk-go v1.44.265
+)
+
+require github.com/jmespath/go-jmespath v0.4.0 // indirect
+
 require (
 	github.com/AdaLogics/go-fuzz-headers v0.0.0-20230106234847-43070de90fa1 // indirect
 	github.com/Azure/go-ansiterm v0.0.0-20210617225240-d185dfc1b5a1 // indirect
@@ -46,7 +54,7 @@ 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 +123,7 @@ 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 +155,29 @@ 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 v0.27.2 // indirect
+	k8s.io/component-base v0.27.2 // indirect
 	k8s.io/klog/v2 v2.90.1 // indirect
-	k8s.io/kube-openapi v0.0.0-20230327201221-f5883ff37f0c // indirect
+	k8s.io/kube-openapi v0.0.0-20230501164219-8b0f38b5fd1f // indirect
 	k8s.io/utils v0.0.0-20230313181309-38a27ef9d749 // indirect
 	oras.land/oras-go v1.2.2 // indirect
 	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
 )

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"
+}

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)
@@ -30,30 +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 "localai":
-		return &LocalAIClient{}
-	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:"baseurl"`
+	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 {
@@ -68,6 +83,10 @@ func (p *AIProvider) GetModel() string {
 	return p.Model
 }
 
+func (p *AIProvider) GetEngine() string {
+	return p.Engine
+}
+
 func NeedPassword(backend string) bool {
 	return backend != "localai"
 }

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)

pkg/ai/prompts.go

@@ -1,5 +1,9 @@
 package ai
 
 const (
-	default_prompt = "Simplify the following Kubernetes error message and provide a solution in %s: %s"
+	default_prompt = `Simplify the following Kubernetes error message delimited by triple dashes written in --- %s --- language; --- %s ---.
+	Provide the most possible solution in a step by step style in no more than 280 characters. Write the output in the following format:
+	Error: {Explain error here}
+	Solution: {Step by step solution here}
+	`
 )

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 {
@@ -101,22 +112,29 @@ func NewAnalysis(backend string, language string, filters []string, namespace st
 		return nil, err
 	}
 
+	// load remote cache if it is configured
+	remoteCacheEnabled, err := cache.RemoteCacheEnabled()
+	if err != nil {
+		return nil, err
+	}
+
 	return &Analysis{
-		Context:        ctx,
-		Filters:        filters,
-		Client:         client,
-		AIClient:       aiClient,
-		Namespace:      namespace,
-		Cache:          cache.New(noCache),
-		Explain:        explain,
-		MaxConcurrency: maxConcurrency,
+		Context:            ctx,
+		Filters:            filters,
+		Client:             client,
+		AIClient:           aiClient,
+		Namespace:          namespace,
+		Cache:              cache.New(noCache, remoteCacheEnabled),
+		Explain:            explain,
+		MaxConcurrency:     maxConcurrency,
+		AnalysisAIProvider: backend,
 	}, nil
 }
 
-func (a *Analysis) RunAnalysis() []error {
+func (a *Analysis) RunAnalysis() {
 	activeFilters := viper.GetStringSlice("active_filters")
 
-	analyzerMap := analyzer.GetAnalyzerMap()
+	coreAnalyzerMap, analyzerMap := analyzer.GetAnalyzerMap()
 
 	analyzerConfig := common.Analyzer{
 		Client:    a.Client,
@@ -125,13 +143,12 @@ 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 there are no filters selected and no active_filters then run coreAnalyzer
 	if len(a.Filters) == 0 && len(activeFilters) == 0 {
 		var wg sync.WaitGroup
 		var mutex sync.Mutex
-		for _, analyzer := range analyzerMap {
+		for _, analyzer := range coreAnalyzerMap {
 			wg.Add(1)
 			semaphore <- struct{}{}
 			go func(analyzer common.IAnalyzer, wg *sync.WaitGroup, semaphore chan struct{}) {
@@ -139,7 +156,7 @@ 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 +167,7 @@ func (a *Analysis) RunAnalysis() []error {
 
 		}
 		wg.Wait()
-		return errorList
+		return
 	}
 	semaphore = make(chan struct{}, a.MaxConcurrency)
 	// if the filters flag is specified
@@ -166,7 +183,7 @@ 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 +192,11 @@ 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 +212,7 @@ 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 +223,6 @@ func (a *Analysis) RunAnalysis() []error {
 		}
 	}
 	wg.Wait()
-	return errorList
 }
 
 func (a *Analysis) GetAIResults(output string, anonymize bool) error {
@@ -235,7 +251,7 @@ 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 +272,7 @@ func (a *Analysis) GetAIResults(output string, anonymize bool) error {
 
 		analysis.Details = parsedText
 		if output != "json" {
-			bar.Add(1)
+			_ = bar.Add(1)
 		}
 		a.Results[index] = analysis
 	}

pkg/analysis/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"))

pkg/analyzer/analyzer.go

@@ -78,18 +78,20 @@ func ListFilters() ([]string, []string, []string) {
 	return coreKeys, additionalKeys, integrationAnalyzers
 }
 
-func GetAnalyzerMap() map[string]common.IAnalyzer {
+func GetAnalyzerMap() (map[string]common.IAnalyzer, map[string]common.IAnalyzer) {
 
-	mergedMap := make(map[string]common.IAnalyzer)
+	coreAnalyzer := make(map[string]common.IAnalyzer)
+	mergedAnalyzerMap := make(map[string]common.IAnalyzer)
 
 	// add core analyzer
 	for key, value := range coreAnalyzerMap {
-		mergedMap[key] = value
+		coreAnalyzer[key] = value
+		mergedAnalyzerMap[key] = value
 	}
 
 	// add additional analyzer
 	for key, value := range additionalAnalyzerMap {
-		mergedMap[key] = value
+		mergedAnalyzerMap[key] = value
 	}
 
 	integrationProvider := integration.NewIntegration()
@@ -106,9 +108,9 @@ func GetAnalyzerMap() map[string]common.IAnalyzer {
 				fmt.Println(color.RedString(err.Error()))
 				os.Exit(1)
 			}
-			in.AddAnalyzer(&mergedMap)
+			in.AddAnalyzer(&mergedAnalyzerMap)
 		}
 	}
 
-	return mergedMap
+	return coreAnalyzer, mergedAnalyzerMap
 }

pkg/analyzer/hpaAnalyzer_test.go

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

pkg/analyzer/node.go

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

pkg/analyzer/pod.go

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

pkg/cache/cache.go

@@ -1,14 +1,41 @@
 package cache
 
+import (
+	"github.com/spf13/viper"
+)
+
 type ICache interface {
 	Store(key string, data string) error
 	Load(key string) (string, error)
+	List() ([]string, error)
 	Exists(key string) bool
 	IsCacheDisabled() bool
 }
 
-func New(noCache bool) ICache {
+func New(noCache bool, remoteCache bool) ICache {
+	if remoteCache {
+		return NewS3Cache(noCache)
+	}
 	return &FileBasedCache{
 		noCache: noCache,
 	}
 }
+
+// CacheProvider is the configuration for the cache provider when using a remote cache
+type CacheProvider struct {
+	BucketName string `mapstructure:"bucketname"`
+	Region     string `mapstructure:"region"`
+}
+
+func RemoteCacheEnabled() (bool, error) {
+	// load remote cache if it is configured
+	var cache CacheProvider
+	err := viper.UnmarshalKey("cache", &cache)
+	if err != nil {
+		return false, err
+	}
+	if cache.BucketName != "" && cache.Region != "" {
+		return true, nil
+	}
+	return false, nil
+}

pkg/cache/file_based.go

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

pkg/cache/s3_based.go

@@ -0,0 +1,118 @@
+package cache
+
+import (
+	"bytes"
+
+	"github.com/aws/aws-sdk-go/aws"
+	"github.com/aws/aws-sdk-go/aws/session"
+	"github.com/aws/aws-sdk-go/service/s3"
+	"github.com/spf13/viper"
+)
+
+// Generate ICache implementation
+type S3Cache struct {
+	noCache    bool
+	bucketName string
+	session    *s3.S3
+}
+
+func (s *S3Cache) Store(key string, data string) error {
+	// Store the object as a new file in the bucket with data as the content
+	_, err := s.session.PutObject(&s3.PutObjectInput{
+		Body:   aws.ReadSeekCloser(bytes.NewReader([]byte(data))),
+		Bucket: aws.String(s.bucketName),
+		Key:    aws.String(key),
+	})
+	return err
+
+}
+
+func (s *S3Cache) Load(key string) (string, error) {
+
+	// Retrieve the object from the bucket and load it into a string
+	result, err := s.session.GetObject(&s3.GetObjectInput{
+		Bucket: aws.String(s.bucketName),
+		Key:    aws.String(key),
+	})
+	if err != nil {
+		return "", err
+	}
+
+	buf := new(bytes.Buffer)
+	buf.ReadFrom(result.Body)
+	result.Body.Close()
+	return buf.String(), nil
+}
+
+func (s *S3Cache) List() ([]string, error) {
+
+	// List the files in the bucket
+	result, err := s.session.ListObjectsV2(&s3.ListObjectsV2Input{Bucket: aws.String(s.bucketName)})
+	if err != nil {
+		return nil, err
+	}
+
+	var keys []string
+	for _, item := range result.Contents {
+		keys = append(keys, *item.Key)
+	}
+
+	return keys, nil
+}
+
+func (s *S3Cache) Exists(key string) bool {
+	// Check if the object exists in the bucket
+	_, err := s.session.HeadObject(&s3.HeadObjectInput{
+		Bucket: aws.String(s.bucketName),
+		Key:    aws.String(key),
+	})
+	return err == nil
+
+}
+
+func (s *S3Cache) IsCacheDisabled() bool {
+	return s.noCache
+}
+
+func NewS3Cache(nocache bool) ICache {
+
+	var cache CacheProvider
+	err := viper.UnmarshalKey("cache", &cache)
+	if err != nil {
+		panic(err)
+	}
+	if cache.BucketName == "" {
+		panic("Bucket name not configured")
+	}
+	if cache.Region == "" {
+		panic("Region not configured")
+	}
+
+	sess := session.Must(session.NewSessionWithOptions(session.Options{
+		SharedConfigState: session.SharedConfigEnable,
+		Config: aws.Config{
+			Region: aws.String(cache.Region),
+		},
+	}))
+
+	s := s3.New(sess)
+
+	// Check if the bucket exists, if not create it
+	_, err = s.HeadBucket(&s3.HeadBucketInput{
+		Bucket: aws.String(cache.BucketName),
+	})
+	if err != nil {
+		_, err = s.CreateBucket(&s3.CreateBucketInput{
+			Bucket: aws.String(cache.BucketName),
+		})
+		if err != nil {
+			panic(err)
+		}
+	}
+
+	return &S3Cache{
+		noCache:    nocache,
+		session:    s,
+		bucketName: cache.BucketName,
+	}
+}

pkg/integration/integration.go

@@ -66,14 +66,11 @@ func (*Integration) Get(name string) (IIntegration, error) {
 	return integrations[name], nil
 }
 
-func (*Integration) Activate(name string, namespace string) error {
+func (*Integration) Activate(name string, namespace string, activeFilters []string) error {
 	if _, ok := integrations[name]; !ok {
 		return errors.New("integration not found")
 	}
 
-	// Update filters
-	activeFilters := viper.GetStringSlice("active_filters")
-
 	mergedFilters := append(activeFilters, integrations[name].GetAnalyzerName())
 
 	uniqueFilters, dupplicatedFilters := util.RemoveDuplicates(mergedFilters)

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
+}

pkg/server/log.go

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

pkg/server/server.go

@@ -15,23 +15,33 @@ package server
 
 import (
 	json "encoding/json"
+	"errors"
 	"fmt"
+	"net"
 	"net/http"
 	"strconv"
 	"strings"
+	"time"
 
-	"github.com/fatih/color"
-	"github.com/k8sgpt-ai/k8sgpt/pkg/analysis"
+	rpc "buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go/schema/v1/schemav1grpc"
 	"github.com/prometheus/client_golang/prometheus/promhttp"
+	"go.uber.org/zap"
+
+	"google.golang.org/grpc"
+	"google.golang.org/grpc/reflection"
 )
 
 type Config struct {
 	Port           string
+	MetricsPort    string
 	Backend        string
 	Key            string
 	Token          string
 	Output         string
 	maxConcurrency int
+	Handler        *handler
+	Logger         *zap.Logger
+	metricsServer  *http.Server
 }
 
 type Health struct {
@@ -46,74 +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 {