chore(main): release 0.2.9 (#355 )

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
chore(deps): update golang docker tag to v1.20.4 (#370 )
2026-03-19 03:23:47 +00:00 · 2023-05-03 15:57:09 +01:00 · 2023-05-03 14:30:33 +00:00 · 2023-05-03 15:30:10 +01:00 · 2023-05-03 15:29:22 +01:00 · 2023-05-03 14:23:30 +01:00
38 changed files with 549 additions and 341 deletions
--- a/.github/workflows/golangci_lint.yaml
+++ b/.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@f5d85915708b6e687c44764987a6912d390b17f6 # v2
        with:
          github_token: ${{ secrets.GITHUB_TOKEN }}
          reporter: github-pr-check
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,6 @@
 .DS_Store
 k8sgpt*
+!charts/k8sgpt
 *.vscode
 dist/

--- a/.release-please-manifest.json
+++ b/.release-please-manifest.json
@@ -1 +1 @@
-{".":"0.2.8"}
+{".":"0.2.9"}
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,39 @@
 # Changelog

+## [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)


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

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

 **Discuss issues**
--- a/40
+++ b/40
@@ -10,6 +10,8 @@ ROOT_PACKAGE=github.com/k8sgpt-ai/k8sgpt
 SHELL := /bin/bash
 DIRS=$(shell ls)
 GO=go
+GOOS ?= $(shell go env GOOS)
+GOARCH ?= $(shell go env GOARCH)

 .DEFAULT_GOAL := help

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

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

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

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

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

-define funcsecret
-ifndef SECRET
-	$(error SECRET environment variable is not set)
-endif
-	kubectl create ns k8sgpt || true
-	kubectl create secret generic ai-backend-secret --from-literal=secret-key=$(SECRET) --namespace=k8sgpt || true
-	kubectl apply -f container/manifests
-endef
+# =====
+# Tools
+
+HELM_VERSION ?= v3.11.3
+
+helm:
+	if ! test -f  $(OUTPUT_DIR)/helm-$(GOOS)-$(GOARCH); then \
+		curl -L https://get.helm.sh/helm-$(HELM_VERSION)-$(GOOS)-$(GOARCH).tar.gz | tar xz; \
+		mv $(GOOS)-$(GOARCH)/helm $(OUTPUT_DIR)/helm-$(GOOS)-$(GOARCH); \
+		chmod +x $(OUTPUT_DIR)/helm-$(GOOS)-$(GOARCH); \
+		rm -rf ./$(GOOS)-$(GOARCH)/; \
+	fi
+HELM=$(OUTPUT_DIR)/helm-$(GOOS)-$(GOARCH)
--- a/README.md
+++ b/README.md
@@ -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 +16,10 @@ It has SRE experience codified into its analyzers and helps to pull out the most

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

-# Installation
+# CLI Installation


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

 ```
 brew tap k8sgpt-ai/k8sgpt
@@ -28,7 +32,7 @@ brew install k8sgpt
  **32 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.8/k8sgpt_386.rpm
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.9/k8sgpt_386.rpm
  sudo rpm -ivh k8sgpt_386.rpm
  ```
  <!---x-release-please-end-->
@@ -37,7 +41,7 @@ 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/v0.2.9/k8sgpt_amd64.rpm
  sudo rpm -ivh -i k8sgpt_amd64.rpm
  ```
  <!---x-release-please-end-->
@@ -49,7 +53,7 @@ brew install k8sgpt
  **32 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.8/k8sgpt_386.deb
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.9/k8sgpt_386.deb
  sudo dpkg -i k8sgpt_386.deb
  ```
  <!---x-release-please-end-->
@@ -57,7 +61,7 @@ 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/v0.2.9/k8sgpt_amd64.deb
  sudo dpkg -i k8sgpt_amd64.deb
  ```
  <!---x-release-please-end-->
@@ -70,14 +74,14 @@ brew install k8sgpt
  **32 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.8/k8sgpt_386.apk
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.9/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/v0.2.9/k8sgpt_amd64.apk
  apk add k8sgpt_amd64.apk
  ```
  <!---x-release-please-end-->x
@@ -100,18 +104,18 @@ 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

@@ -151,63 +155,7 @@ 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_

@@ -240,41 +188,44 @@ _Anonymize during explain_
 k8sgpt analyze --explain --filter=Service --output=json --anonymize
 ```

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

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

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

-3. Payload returned by the AI:
-```bash
-The Kubernetes system is trying to scale a StatefulSet named tGLcCRcHa1Ce5Rs using the HorizontalPodAutoscaler, but it cannot find the StatefulSet. The solution is to verify that the StatefulSet name is spelled correctly and exists in the same namespace as the HorizontalPodAutoscaler.
+### Examples :
+
+- Simple filter : `k8sgpt filters add Service`
+- Multiple filters : `k8sgpt filters add Ingress,Pod`
+
+_Add default filters_
+
+```
+k8sgpt filters remove [filter(s)]
 ```

-4. Payload returned to the user:
-```bash
-The Kubernetes system is trying to scale a StatefulSet named fake-deployment using the HorizontalPodAutoscaler, but it cannot find the StatefulSet. The solution is to verify that the StatefulSet name is spelled correctly and exists in the same namespace as the HorizontalPodAutoscaler.
-```
+### Examples :

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

 </details>

+
 ### Additional commands

 <details>

-_Manage integrations_

 _List integrations_

@@ -311,10 +262,31 @@ _Analysis with serve mode_
 ```
 curl -X GET "http://localhost:8080/analyze?namespace=k8sgpt&explain=false"
 ```
+</details>
+
+## Additional AI providers  
+
+### Azure OpenAI  
+<em>Prerequisites:</em> an Azure OpenAI deployment is needed, please visit MS official [documentation](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal#create-a-resource) to create your own.
+
+To authenticate with k8sgpt, you will need the Azure OpenAI endpoint of your tenant `"https://your Azure OpenAI Endpoint"`, the api key to access your deployment, the deployment name of your model and the model name itself.  
+<details>
+
+### Run k8sgpt  
+To run k8sgpt, run `k8sgpt auth` with the `azureopenai` backend:  
+```
+k8sgpt auth --backend azureopenai --baseurl https://<your Azure OpenAI endpoint> --engine <deployment_name> --model <model_name>
+```
+Lastly, enter your Azure API key, after the prompt.
+
+Now you are ready to analyze with the azure openai backend:  
+```
+k8sgpt analyze --explain --backend azureopenai
+```

 </details>

-## Running local models
+### Running local models

 To run local models, it is possible to use OpenAI compatible APIs, for instance [LocalAI](https://github.com/go-skynet/LocalAI) which uses [llama.cpp](https://github.com/ggerganov/llama.cpp) and [ggml](https://github.com/ggerganov/ggml) to run inference on consumer-grade hardware. Models supported by LocalAI for instance are Vicuna, Alpaca, LLaMA, Cerebras, GPT4ALL, GPT4ALL-J and koala. 

@@ -334,18 +306,47 @@ To run k8sgpt, run `k8sgpt auth` with the `localai` backend:
 k8sgpt auth --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:

 ```
 k8sgpt analyze --explain --backend localai
 ```

+</details>  
+
+## How does anonymization work?
+
+With this option, the data is anonymized before being sent to the AI Backend. During the analysis execution, `k8sgpt` retrieves sensitive data (Kubernetes object names, labels, etc.). This data is masked when sent to the AI backend and replaced by a key that can be used to de-anonymize the data when the solution is returned to the user.
+
+<details>
+
+1. Error reported during analysis:
+```bash
+Error: HorizontalPodAutoscaler uses StatefulSet/fake-deployment as ScaleTargetRef which does not exist.
+```
+
+2. Payload sent to the AI backend:
+```bash
+Error: HorizontalPodAutoscaler uses StatefulSet/tGLcCRcHa1Ce5Rs as ScaleTargetRef which does not exist.
+```
+
+3. Payload returned by the AI:
+```bash
+The Kubernetes system is trying to scale a StatefulSet named tGLcCRcHa1Ce5Rs using the HorizontalPodAutoscaler, but it cannot find the StatefulSet. The solution is to verify that the StatefulSet name is spelled correctly and exists in the same namespace as the HorizontalPodAutoscaler.
+```
+
+4. Payload returned to the user:
+```bash
+The Kubernetes system is trying to scale a StatefulSet named fake-deployment using the HorizontalPodAutoscaler, but it cannot find the StatefulSet. The solution is to verify that the StatefulSet name is spelled correctly and exists in the same namespace as the HorizontalPodAutoscaler.
+```
+
+**Anonymization does not currently apply to events.**
+
 </details>

 ## Configuration

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

 Config file locations:
@@ -354,7 +355,7 @@ Config file locations:
 | MacOS   | ~/Library/Application Support/k8sgpt/k8sgpt.yaml |
 | Linux   | ~/.config/k8sgpt/k8sgpt.yaml                     |
 | Windows | %LOCALAPPDATA%/k8sgpt/k8sgpt.yaml                |
-
+</details>

 ## Contributing

--- a/charts/k8sgpt/Chart.yaml
+++ b/charts/k8sgpt/Chart.yaml
@@ -0,0 +1,6 @@
+apiVersion: v2
+appVersion: v0.2.4 #x-release-please-version
+description: A Helm chart for K8SGPT
+name: k8sgpt
+type: application
+version: 1.0.0
--- a/charts/k8sgpt/templates/_helpers.tpl
+++ b/charts/k8sgpt/templates/_helpers.tpl
@@ -0,0 +1,44 @@
+{{/*
+Expand the name of the chart.
+*/}}
+{{- define "k8sgpt.name" -}}
+{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" }}
+{{- end }}
+
+{{/*
+Create a default fully qualified app name.
+We truncate at 63 chars because some Kubernetes name fields are limited to this (by the DNS naming spec).
+If release name contains chart name it will be used as a full name.
+*/}}
+{{- define "k8sgpt.fullname" -}}
+{{- if .Values.fullnameOverride }}
+{{- .Values.fullnameOverride | trunc 63 | trimSuffix "-" }}
+{{- else }}
+{{- $name := default .Chart.Name .Values.nameOverride }}
+{{- if contains $name .Release.Name }}
+{{- .Release.Name | trunc 63 | trimSuffix "-" }}
+{{- else }}
+{{- printf "%s-%s" .Release.Name $name | trunc 63 | trimSuffix "-" }}
+{{- end }}
+{{- end }}
+{{- end }}
+
+{{/*
+Create chart name and version as used by the chart label.
+*/}}
+{{- define "k8sgpt.chart" -}}
+{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" }}
+{{- end }}
+
+{{/*
+Common labels
+*/}}
+{{- define "k8sgpt.labels" -}}
+helm.sh/chart: {{ include "k8sgpt.chart" . }}
+app.kubernetes.io/name: {{ include "k8sgpt.name" . }}
+app.kubernetes.io/instance: {{ .Release.Name }}
+app.kubernetes.io/managed-by: {{ .Release.Service }}
+{{- if .Chart.AppVersion }}
+app.kubernetes.io/version: {{ .Chart.AppVersion }}
+{{- end }}
+{{- end }}
--- a/charts/k8sgpt/templates/deployment.yaml
+++ b/charts/k8sgpt/templates/deployment.yaml
@@ -0,0 +1,47 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: {{ template "k8sgpt.fullname" . }}
+  namespace: {{ .Release.Namespace | quote }}
+  {{- if .Values.deployment.annotations }}
+  annotations:
+  {{- toYaml .Values.deployment.annotations | nindent 4 }}
+  {{- end }}
+  labels:
+    {{- include "k8sgpt.labels" . | nindent 4 }}
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app.kubernetes.io/name: {{ include "k8sgpt.name" . }}
+      app.kubernetes.io/instance: {{ .Release.Name }}
+  template:
+    metadata:
+      labels:
+        app.kubernetes.io/name: {{ include "k8sgpt.name" . }}
+        app.kubernetes.io/instance: {{ .Release.Name }}
+    spec:
+      serviceAccountName: k8sgpt
+      containers:
+      - name: k8sgpt-container
+        imagePullPolicy: {{ .Values.deployment.imagePullPolicy }}
+        image: {{ .Values.deployment.image.repository }}:{{ .Values.deployment.image.tag | default .Chart.AppVersion }}
+        ports:
+        - containerPort: 8080
+        args: ["serve"]
+        {{- if .Values.deployment.resources }}
+        resources:
+        {{- toYaml .Values.deployment.resources | nindent 10 }}
+        {{- end }}
+        env:
+        - name: K8SGPT_MODEL
+          value: {{ .Values.deployment.env.model }}
+        - name: K8SGPT_BACKEND
+          value: {{ .Values.deployment.env.backend }}
+        {{- if .Values.secret.secretKey }}
+        - name: K8SGPT_PASSWORD
+          valueFrom:
+            secretKeyRef:
+              name: ai-backend-secret
+              key: secret-key
+        {{- end }}
--- a/charts/k8sgpt/templates/role.yaml
+++ b/charts/k8sgpt/templates/role.yaml
@@ -1,7 +1,10 @@
 apiVersion: rbac.authorization.k8s.io/v1
 kind: ClusterRole
 metadata:
-  name: k8sgpt-cluster-role-all
+  name: {{ template "k8sgpt.fullname" . }}
+  namespace: {{ .Release.Namespace | quote }}
+  labels:
+    {{- include "k8sgpt.labels" . | nindent 4 }}
 rules:
 - apiGroups:
  - '*'
--- a/charts/k8sgpt/templates/rolebinding.yaml
+++ b/charts/k8sgpt/templates/rolebinding.yaml
@@ -0,0 +1,15 @@
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRoleBinding
+metadata:
+  name: {{ template "k8sgpt.fullname" . }}
+  namespace: {{ .Release.Namespace | quote }}
+  labels:
+    {{- include "k8sgpt.labels" . | nindent 4 }}
+subjects:
+- kind: ServiceAccount
+  name: {{ template "k8sgpt.fullname" . }}
+  namespace: {{ .Release.Namespace | quote }}
+roleRef:
+  kind: ClusterRole
+  name: k8sgpt-cluster-role-all
+  apiGroup: rbac.authorization.k8s.io
--- a/charts/k8sgpt/templates/sa.yaml
+++ b/charts/k8sgpt/templates/sa.yaml
@@ -0,0 +1,7 @@
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: {{ template "k8sgpt.fullname" . }}
+  namespace: {{ .Release.Namespace | quote }}
+  labels:
+    {{- include "k8sgpt.labels" . | nindent 4 }}
--- a/charts/k8sgpt/templates/secret.yaml
+++ b/charts/k8sgpt/templates/secret.yaml
@@ -0,0 +1,10 @@
+{{- if .Values.secret.secretKey }}
+apiVersion: v1
+data:
+  secret-key: {{ .Values.secret.secretKey }}
+kind: Secret
+metadata:
+  name: ai-backend-secret
+  namespace: {{ .Release.Namespace | quote }}
+type: Opaque
+{{- end}}
--- a/charts/k8sgpt/templates/service.yaml
+++ b/charts/k8sgpt/templates/service.yaml
@@ -0,0 +1,19 @@
+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
+  type: {{ .Values.service.type }}
--- a/charts/k8sgpt/templates/serviceMonitor.yaml
+++ b/charts/k8sgpt/templates/serviceMonitor.yaml
@@ -0,0 +1,21 @@
+{{- if .Values.serviceMonitor.enabled }}
+apiVersion: monitoring.coreos.com/v1
+kind: ServiceMonitor
+metadata:
+  name: {{ template "k8sgpt.fullname" . }}
+  namespace: {{ .Release.Namespace | quote }}
+  labels:
+    {{- include "k8sgpt.labels" . | nindent 4 }}
+  {{- if .Values.serviceMonitor.additionalLabels }}
+    {{- toYaml .Values.serviceMonitor.additionalLabels | nindent 4 }}
+  {{- end }}
+spec:
+  endpoints:
+  - honorLabels: true
+    path: /metrics
+    port: http
+  selector:
+    matchLabels:
+      app.kubernetes.io/name: {{ include "k8sgpt.name" . }}
+      app.kubernetes.io/instance: {{ .Release.Name }}
+{{- end }}
--- a/charts/k8sgpt/values.yaml
+++ b/charts/k8sgpt/values.yaml
@@ -0,0 +1,27 @@
+deployment:
+  image:
+    repository: ghcr.io/k8sgpt-ai/k8sgpt
+    tag: "" # defaults to Chart.appVersion if unspecified
+  imagePullPolicy: Always
+  annotations: {}
+  env:
+    model: "gpt-3.5-turbo"
+    backend: "openai" # one of: [ openai | llama ]
+  resources:
+    limits:
+      cpu: "1"
+      memory: "512Mi"
+    requests:
+      cpu: "0.2"
+      memory: "156Mi"
+
+secret:
+  secretKey: "" # base64 encoded OpenAI token
+
+service:
+  type: ClusterIP
+  annotations: {}
+
+serviceMonitor:
+  enabled: false
+  additionalLabels: {}
--- a/cmd/analyze/analyze.go
+++ b/cmd/analyze/analyze.go
@@ -51,12 +51,7 @@ var AnalyzeCmd = &cobra.Command{
 			os.Exit(1)
 		}

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

 		if explain {
 			err := config.GetAIResults(output, anonymize)
--- a/cmd/auth/auth.go
+++ b/cmd/auth/auth.go
@@ -31,6 +31,7 @@ var (
 	password string
 	baseURL  string
 	model    string
+	engine   string
 )

 // authCmd represents the auth command
@@ -38,6 +39,13 @@ var AuthCmd = &cobra.Command{
 	Use:   "auth",
 	Short: "Authenticate with your chosen backend",
 	Long:  `Provide the necessary credentials to authenticate with your chosen backend.`,
+	PreRun: func(cmd *cobra.Command, args []string) {
+		backend, _ := cmd.Flags().GetString("backend")
+		if strings.ToLower(backend) == "azureopenai" {
+			cmd.MarkFlagRequired("engine")
+			cmd.MarkFlagRequired("baseurl")
+		}
+	},
 	Run: func(cmd *cobra.Command, args []string) {

 		// get ai configuration
@@ -57,9 +65,18 @@ var AuthCmd = &cobra.Command{
 			}
 		}

-		// check if backend is not empty
-		if backend == "" {
-			color.Red("Error: Backend AI cannot be empty.")
+		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)
 		}

@@ -88,6 +105,7 @@ var AuthCmd = &cobra.Command{
 			Model:    model,
 			Password: password,
 			BaseURL:  baseURL,
+			Engine:   engine,
 		}

 		if providerIndex == -1 {
@@ -117,4 +135,6 @@ func init() {
 	AuthCmd.Flags().StringVarP(&password, "password", "p", "", "Backend AI password")
 	// add flag for url
 	AuthCmd.Flags().StringVarP(&baseURL, "baseurl", "u", "", "URL AI provider, (e.g `http://localhost:8080/v1`)")
+	// add flag for azure open ai engine/deployment name
+	AuthCmd.Flags().StringVarP(&engine, "engine", "e", "", "Azure AI deployment name")
 }
--- a/cmd/root.go
+++ b/cmd/root.go
@@ -14,12 +14,10 @@ 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/filters"
@@ -116,14 +114,7 @@ func performConfigMigrationIfNeeded() {
 	err = util.EnsureDirExists(configDir)
 	cobra.CheckErr(err)

-	if oldConfigExists && newConfigExists {
-		fmt.Fprintln(os.Stderr, color.RedString("Warning: Legacy config file at `%s` detected! This file will be ignored!", oldConfig))
-		return
-	}
-
 	if oldConfigExists && !newConfigExists {
-		fmt.Fprintln(os.Stderr, color.RedString("Performing config file migration from `%s` to `%s`", oldConfig, newConfig))
-
 		err = os.Rename(oldConfig, newConfig)
 		cobra.CheckErr(err)
 	}
--- a/cmd/serve/serve.go
+++ b/cmd/serve/serve.go
@@ -47,17 +47,17 @@ 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 +75,10 @@ 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
 				}
--- a/container/Dockerfile
+++ b/container/Dockerfile
@@ -9,7 +9,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.

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

 ENV CGO_ENABLED=0

--- a/container/manifests/deployment.yaml
+++ b/container/manifests/deployment.yaml
@@ -1,42 +0,0 @@
-apiVersion: apps/v1
-kind: Deployment
-metadata:
-  name: k8sgpt-deployment
-  namespace: k8sgpt
-  labels:
-    app: k8sgpt
-spec:
-  replicas: 1
-  selector:
-    matchLabels:
-      app: k8sgpt
-  template:
-    metadata:
-      labels:
-        app: k8sgpt
-    spec:
-      serviceAccountName: k8sgpt
-      containers:
-      - name: k8sgpt-container
-        imagePullPolicy: Always
-        image: ghcr.io/k8sgpt-ai/k8sgpt:v0.2.8 #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
--- a/container/manifests/rolebinding.yaml
+++ b/container/manifests/rolebinding.yaml
@@ -1,13 +0,0 @@
-apiVersion: rbac.authorization.k8s.io/v1
-kind: ClusterRoleBinding
-metadata:
-  name: k8sgpt-rolebinding
-  namespace: k8sgpt
-subjects:
- kind: ServiceAccount
-  name: k8sgpt
-  namespace: k8sgpt
-roleRef:
-  kind: ClusterRole
-  name: k8sgpt-cluster-role-all
-  apiGroup: rbac.authorization.k8s.io
--- a/container/manifests/sa.yaml
+++ b/container/manifests/sa.yaml
@@ -1,5 +0,0 @@
-apiVersion: v1
-kind: ServiceAccount
-metadata:
-  name: k8sgpt
-  namespace: k8sgpt
--- a/container/manifests/service.yaml
+++ b/container/manifests/service.yaml
@@ -1,15 +0,0 @@
-apiVersion: v1
-kind: Service
-metadata:
-  name: k8sgpt-service
-  namespace: k8sgpt
-  labels:
-     app: k8sgpt
-spec:
-  selector:
-    app: k8sgpt
-  ports:
-    - name: http
-      port: 8080
-      targetPort: 8080
-  type: ClusterIP
--- a/container/manifests/serviceMonitor.yaml
+++ b/container/manifests/serviceMonitor.yaml
@@ -1,15 +0,0 @@
-apiVersion: monitoring.coreos.com/v1
-kind: ServiceMonitor
-metadata:
-  labels:
-    app: k8sgpt
-  name: k8sgpt-service-monitor
-  namespace: k8sgpt
-spec:
-  endpoints:
-  - honorLabels: true
-    path: /metrics
-    port: http
-  selector:
-    matchLabels:
-      app: k8sgpt
--- a/go.mod
+++ b/go.mod
@@ -3,11 +3,11 @@ 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 v1.9.2
 	github.com/schollz/progressbar/v3 v3.13.1
 	github.com/spf13/cobra v1.7.0
 	github.com/spf13/viper v1.15.0
@@ -115,7 +115,7 @@ 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
--- a/go.sum
+++ b/go.sum
@@ -89,8 +89,8 @@ github.com/aquasecurity/trivy v0.40.0 h1:zT+ZwofGfMqsg3ccFUMPDyiyhBPdDap1TcKWxrq
 github.com/aquasecurity/trivy v0.40.0/go.mod h1:NXuad2fPoIWB97hU6igQsBI1YbMfYD7aAz09SfdZuq4=
 github.com/aquasecurity/trivy-db v0.0.0-20230411140759-3c2ee2168575 h1:8Y/qLPXGFYGGetDo0uhMRnqF8696tWBVis5scJ42q3w=
 github.com/aquasecurity/trivy-db v0.0.0-20230411140759-3c2ee2168575/go.mod h1:zn8GepvD5wBkCmmtBDwh0BWfiMUxS6xfGRcTPmXRVXo=
-github.com/aquasecurity/trivy-operator v0.13.1 h1:zQBAdzaxfjRGFNKN0V0y+ibp8ZiPBdomYyGphuJIm/Y=
-github.com/aquasecurity/trivy-operator v0.13.1/go.mod h1:DZaazIkMJNYeacKJ1Hiv+iGY3pW4icEc+gzFNm48lw8=
+github.com/aquasecurity/trivy-operator v0.13.2 h1:JyDV5aX5g0RhNyqAR87VRk3Ou2hTu8g1cXo0Ky2DrRQ=
+github.com/aquasecurity/trivy-operator v0.13.2/go.mod h1:DZaazIkMJNYeacKJ1Hiv+iGY3pW4icEc+gzFNm48lw8=
 github.com/armon/circbuf v0.0.0-20150827004946-bbbad097214e/go.mod h1:3U/XgcO3hCbHZ8TKRvWD2dDTCfh9M9ya+I9JpbB7O8o=
 github.com/armon/consul-api v0.0.0-20180202201655-eb2c6b5be1b6/go.mod h1:grANhF5doyWs3UAsr3K4I6qtAmlQcZDesFNEHPZAzj8=
 github.com/armon/go-metrics v0.0.0-20180917152333-f0300d1749da/go.mod h1:Q73ZrmVTwzkszR9V5SSuryQ31EELlFMUz1kKyl939pY=
@@ -561,8 +561,8 @@ github.com/prometheus/client_golang v0.9.1/go.mod h1:7SWBe2y4D6OKWSNQJUaRYU/AaXP
 github.com/prometheus/client_golang v0.9.3/go.mod h1:/TN21ttK/J9q6uSwhBd54HahCDft0ttaMvbicHlPoso=
 github.com/prometheus/client_golang v1.0.0/go.mod h1:db9x61etRT2tGnBNRi70OPL5FsnadC4Ky3P0J6CfImo=
 github.com/prometheus/client_golang v1.1.0/go.mod h1:I1FGZT9+L76gKKOs5djB6ezCbFQP1xR9D75/vuwEF3g=
-github.com/prometheus/client_golang v1.15.0 h1:5fCgGYogn0hFdhyhLbw7hEsWxufKtY9klyvdNfFlFhM=
-github.com/prometheus/client_golang v1.15.0/go.mod h1:e9yaBhRPU2pPNsZwE+JdQl0KEt1N9XgF6zxWmaC0xOk=
+github.com/prometheus/client_golang v1.15.1 h1:8tXpTmJbyH5lydzFPoxSIJ0J46jdh3tylbvM1xCv0LI=
+github.com/prometheus/client_golang v1.15.1/go.mod h1:e9yaBhRPU2pPNsZwE+JdQl0KEt1N9XgF6zxWmaC0xOk=
 github.com/prometheus/client_model v0.0.0-20180712105110-5c3871d89910/go.mod h1:MbSGuTsp3dbXC40dX6PRTWyKYBIrTGTE9sqQNg2J8bo=
 github.com/prometheus/client_model v0.0.0-20190129233127-fd36f4220a90/go.mod h1:xMI15A0UPsDsEKsMN9yxemIoYk6Tm2C1GtYGdfGttqA=
 github.com/prometheus/client_model v0.0.0-20190812154241-14fe0d1b01d4/go.mod h1:xMI15A0UPsDsEKsMN9yxemIoYk6Tm2C1GtYGdfGttqA=
@@ -601,8 +601,8 @@ github.com/russross/blackfriday/v2 v2.1.0/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQD
 github.com/ryanuber/columnize v0.0.0-20160712163229-9b3edd62028f/go.mod h1:sm1tb6uqfes/u+d4ooFouqFdy9/2g9QGwK3SQygK0Ts=
 github.com/samber/lo v1.37.0 h1:XjVcB8g6tgUp8rsPsJ2CvhClfImrpL04YpQHXeHPhRw=
 github.com/samber/lo v1.37.0/go.mod h1:9vaz2O4o8oOnK23pd2TrXufcbdbJIa3b6cstBWKpopA=
-github.com/sashabaranov/go-openai v1.9.0 h1:NoiO++IISxxJ1pRc0n7uZvMGMake0G+FJ1XPwXtprsA=
-github.com/sashabaranov/go-openai v1.9.0/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
+github.com/sashabaranov/go-openai v1.9.2 h1:7//Glm9EiMBjelgmBb00yYzKYqm1jckHWWTDLahfeuQ=
+github.com/sashabaranov/go-openai v1.9.2/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
 github.com/schollz/progressbar/v3 v3.13.1 h1:o8rySDYiQ59Mwzy2FELeHY5ZARXZTVJC7iHD6PEFUiE=
 github.com/schollz/progressbar/v3 v3.13.1/go.mod h1:xvrbki8kfT1fzWzBT/UZd9L6GA+jdL7HAgq2RFnO6fQ=
 github.com/sean-/seed v0.0.0-20170313163322-e2103e2c3529/go.mod h1:DxrIzT+xaE7yg65j358z/aeFdxmN0P9QXhEzd20vsDc=
--- a/images/banner-black.png
+++ b/images/banner-black.png
--- a/images/banner-white.png
+++ b/images/banner-white.png
--- a/images/banner-white.svg
+++ b/images/banner-white.svg
--- a/pkg/ai/azureopenai.go
+++ b/pkg/ai/azureopenai.go
@@ -0,0 +1,94 @@
+package ai
+
+import (
+	"context"
+	"encoding/base64"
+	"errors"
+	"fmt"
+	"strings"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
+
+	"github.com/fatih/color"
+
+	"github.com/sashabaranov/go-openai"
+)
+
+type AzureAIClient struct {
+	client   *openai.Client
+	language string
+	model    string
+}
+
+func (c *AzureAIClient) Configure(config IAIConfig, lang string) error {
+	token := config.GetPassword()
+	baseURL := config.GetBaseURL()
+	engine := config.GetEngine()
+	defaultConfig := openai.DefaultAzureConfig(token, baseURL, engine)
+	client := openai.NewClientWithConfig(defaultConfig)
+	if client == nil {
+		return errors.New("error creating Azure OpenAI client")
+	}
+	c.language = lang
+	c.client = client
+	c.model = config.GetModel()
+	return nil
+}
+
+func (c *AzureAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
+	// Create a completion request
+	resp, err := c.client.CreateChatCompletion(ctx, openai.ChatCompletionRequest{
+		Model: c.model,
+		Messages: []openai.ChatCompletionMessage{
+			{
+				Role:    "user",
+				Content: fmt.Sprintf(default_prompt, c.language, prompt),
+			},
+		},
+	})
+	if err != nil {
+		return "", err
+	}
+	return resp.Choices[0].Message.Content, nil
+}
+
+func (a *AzureAIClient) Parse(ctx context.Context, prompt []string, cache cache.ICache) (string, error) {
+	inputKey := strings.Join(prompt, " ")
+	// Check for cached data
+	cacheKey := util.GetCacheKey(a.GetName(), a.language, inputKey)
+
+	if !cache.IsCacheDisabled() && cache.Exists(cacheKey) {
+		response, err := cache.Load(cacheKey)
+		if err != nil {
+			return "", err
+		}
+
+		if response != "" {
+			output, err := base64.StdEncoding.DecodeString(response)
+			if err != nil {
+				color.Red("error decoding cached data: %v", err)
+				return "", nil
+			}
+			return string(output), nil
+		}
+	}
+
+	response, err := a.GetCompletion(ctx, inputKey)
+	if err != nil {
+		return "", err
+	}
+
+	err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))
+
+	if err != nil {
+		color.Red("error storing value to cache: %v", err)
+		return "", nil
+	}
+
+	return response, nil
+}
+
+func (a *AzureAIClient) GetName() string {
+	return "azureopenai"
+}
--- a/pkg/ai/iai.go
+++ b/pkg/ai/iai.go
@@ -19,6 +19,21 @@ import (
 	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
 )

+var (
+	clients = []IAI{
+		&OpenAIClient{},
+		&AzureAIClient{},
+		&LocalAIClient{},
+		&NoOpAIClient{},
+	}
+	Backends = []string{
+		"openai",
+		"localai",
+		"azureopenai",
+		"noopai",
+	}
+)
+
 type IAI interface {
 	Configure(config IAIConfig, language string) error
 	GetCompletion(ctx context.Context, prompt string) (string, error)
@@ -30,19 +45,17 @@ 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 {
@@ -52,8 +65,9 @@ type AIConfiguration struct {
 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 +82,10 @@ func (p *AIProvider) GetModel() string {
 	return p.Model
 }

+func (p *AIProvider) GetEngine() string {
+	return p.Engine
+}
+
 func NeedPassword(backend string) bool {
 	return backend != "localai"
 }
--- a/pkg/analysis/analysis.go
+++ b/pkg/analysis/analysis.go
@@ -39,6 +39,7 @@ type Analysis struct {
 	Client         *kubernetes.Client
 	AIClient       ai.IAI
 	Results        []common.Result
+	Errors         []string
 	Namespace      string
 	Cache          cache.ICache
 	Explain        bool
@@ -46,6 +47,7 @@ type Analysis struct {
 }

 type AnalysisStatus string
+type AnalysisErrors []string

 const (
 	StateOK              AnalysisStatus = "OK"
@@ -53,6 +55,7 @@ const (
 )

 type JsonOutput struct {
+	Errors   AnalysisErrors  `json:"errors"`
 	Status   AnalysisStatus  `json:"status"`
 	Problems int             `json:"problems"`
 	Results  []common.Result `json:"results"`
@@ -113,7 +116,7 @@ func NewAnalysis(backend string, language string, filters []string, namespace st
 	}, nil
 }

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

 	analyzerMap := analyzer.GetAnalyzerMap()
@@ -125,7 +128,6 @@ func (a *Analysis) RunAnalysis() []error {
 		AIClient:  a.AIClient,
 	}

-	var errorList []error
 	semaphore := make(chan struct{}, a.MaxConcurrency)
 	// if there are no filters selected and no active_filters then run all of them
 	if len(a.Filters) == 0 && len(activeFilters) == 0 {
@@ -139,7 +141,7 @@ 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(fmt.Sprintf("[%s] %s", reflect.TypeOf(analyzer).Name(), err)))
 					mutex.Unlock()
 				}
 				mutex.Lock()
@@ -150,7 +152,6 @@ func (a *Analysis) RunAnalysis() []error {

 		}
 		wg.Wait()
-		return errorList
 	}
 	semaphore = make(chan struct{}, a.MaxConcurrency)
 	// if the filters flag is specified
@@ -166,7 +167,7 @@ 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(fmt.Sprintf("[%s] %s", filter, err)))
 						mutex.Unlock()
 					}
 					mutex.Lock()
@@ -175,11 +176,10 @@ 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(fmt.Sprintf("\"%s\" filter does not exist. Please run k8sgpt filters list.", filter)))
 			}
 		}
 		wg.Wait()
-		return errorList
 	}

 	var wg sync.WaitGroup
@@ -195,7 +195,7 @@ 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 +206,6 @@ func (a *Analysis) RunAnalysis() []error {
 		}
 	}
 	wg.Wait()
-	return errorList
 }

 func (a *Analysis) GetAIResults(output string, anonymize bool) error {
--- a/pkg/analysis/output.go
+++ b/pkg/analysis/output.go
@@ -44,6 +44,7 @@ func (a *Analysis) jsonOutput() ([]byte, error) {
 	result := JsonOutput{
 		Problems: problems,
 		Results:  a.Results,
+		Errors:   a.Errors,
 		Status:   status,
 	}
 	output, err := json.MarshalIndent(result, "", "  ")
@@ -55,6 +56,13 @@ func (a *Analysis) jsonOutput() ([]byte, error) {

 func (a *Analysis) textOutput() ([]byte, error) {
 	var output strings.Builder
+	if len(a.Errors) != 0 {
+		output.WriteString("\n")
+		output.WriteString(color.YellowString("Warnings : \n"))
+		for _, aerror := range a.Errors {
+			output.WriteString(fmt.Sprintf("- %s\n", color.YellowString(aerror)))
+		}
+	}
 	output.WriteString("\n")
 	if len(a.Results) == 0 {
 		output.WriteString(color.GreenString("No problems detected\n"))
--- a/pkg/server/server.go
+++ b/pkg/server/server.go
@@ -75,15 +75,7 @@ func (s *Config) analyzeHandler(w http.ResponseWriter, r *http.Request) {
 		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++
-	}
+	config.RunAnalysis()

 	if explain {
 		err := config.GetAIResults(s.Output, anonymize)
--- a/renovate.json
+++ b/renovate.json
@@ -12,10 +12,6 @@
    "gomodMassage"
  ],
  "packageRules": [
-    {
-      "matchPackageNames": ["k8s.io/client-go"],
-      "allowedVersions": "!/1\\.(4\\.0|5\\.0|5\\.1|5\\.2)$/"
-    },
    {
      "matchUpdateTypes": ["minor", "patch"],
      "matchCurrentVersion": "!/^0/",
@@ -48,4 +44,4 @@
      ]
    }
  ]
-}
+}
Author	SHA1	Message	Date
github-actions[bot]	fbc9a3b6e1	chore(main): release 0.2.9 (#355 ) Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>	2023-05-03 15:57:09 +01:00
renovate[bot]	9faa69422d	chore(deps): update golang docker tag to v1.20.4 (#370 ) Signed-off-by: Renovate Bot <bot@renovateapp.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-03 14:30:33 +00:00
renovate[bot]	8b82d59bd7	fix(deps): update module github.com/sashabaranov/go-openai to v1.9.2 (#375 ) Signed-off-by: Renovate Bot <bot@renovateapp.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-03 15:30:10 +01:00
renovate[bot]	799869bcef	fix(deps): update module github.com/prometheus/client_golang to v1.15.1 (#374 ) Signed-off-by: Renovate Bot <bot@renovateapp.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-05-03 15:29:22 +01:00
Matthis	8b49f708f3	feat: rework output format (#368 ) * feat: remove warning output Signed-off-by: Matthis Holleville <matthish29@gmail.com> * feat: improves the error output to respect the format Signed-off-by: Matthis Holleville <matthish29@gmail.com> * feat: rework errorsList Signed-off-by: Matthis Holleville <matthish29@gmail.com> * Revert "feat: rework errorsList" This reverts commit `1a3cfa88ae`. Signed-off-by: Matthis Holleville <matthish29@gmail.com> --------- Signed-off-by: Matthis Holleville <matthish29@gmail.com>	2023-05-03 14:23:30 +01:00
Xav Paice	e0200e7fa0	fix: update CONTRIBUTING.md Slack URL (#373 ) Signed-off-by: Xav Paice <xav@replicated.com>	2023-05-03 09:58:19 +01:00
Aris Boutselis	d8357ceb94	feat: add azure openai provider (#309 ) * feat: add azure openai provider Signed-off-by: Aris Boutselis <aris.boutselis@senseon.io> * feat: validate backend name Signed-off-by: Aris Boutselis <aris.boutselis@senseon.io> * fix: remove BaseURL from the mandatory env variables Signed-off-by: Aris Boutselis <arisboutselis08@gmail.com> * fix: conflicts Signed-off-by: Aris Boutselis <aris.boutselis@senseon.io> * chore: updated logo (#365) Signed-off-by: Alex Jones <alexsimonjones@gmail.com> * chore: added changing banners (#367) Signed-off-by: Alex Jones <alexsimonjones@gmail.com> * feat: add additionalLabels to Service Monitor (#366) * feat: add additionalLabels to Service Monitor Signed-off-by: Brad McCoy <bradmccoydev@gmail.com> * feat: update additionalLabels Signed-off-by: Brad McCoy <bradmccoydev@gmail.com> --------- Signed-off-by: Brad McCoy <bradmccoydev@gmail.com> * fix: update README file's ai provider section. Signed-off-by: Aris Boutselis <aris.boutselis@senseon.io> --------- Signed-off-by: Aris Boutselis <aris.boutselis@senseon.io> Signed-off-by: Aris Boutselis <arisboutselis08@gmail.com> Signed-off-by: Alex Jones <alexsimonjones@gmail.com> Signed-off-by: Brad McCoy <bradmccoydev@gmail.com> Co-authored-by: Aris Boutselis <arisboutselis08@gmail.com> Co-authored-by: Alex Jones <alexsimonjones@gmail.com> Co-authored-by: Brad McCoy <bradmccoydev@gmail.com>	2023-05-02 21:28:15 +01:00
Brad McCoy	a89a5cfa2e	feat: add additionalLabels to Service Monitor (#366 ) * feat: add additionalLabels to Service Monitor Signed-off-by: Brad McCoy <bradmccoydev@gmail.com> * feat: update additionalLabels Signed-off-by: Brad McCoy <bradmccoydev@gmail.com> --------- Signed-off-by: Brad McCoy <bradmccoydev@gmail.com>	2023-05-02 07:58:39 +00:00
Alex Jones	4f6e833d34	chore: added changing banners (#367 ) Signed-off-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-02 08:37:29 +01:00
Alex Jones	6431be7771	chore: updated logo (#365 ) Signed-off-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-01 21:32:44 +02:00
renovate[bot]	766a15b25a	fix(deps): update module github.com/sashabaranov/go-openai to v1.9.1 (#363 ) Signed-off-by: Renovate Bot <bot@renovateapp.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-05-01 06:43:26 +02:00
Ikko Eltociear Ashimine	4e146fb152	docs: update README.md (#356 ) Signed-off-by: Ikko Eltociear Ashimine <eltociear@gmail.com> Co-authored-by: Thomas Schuetz <38893055+thschue@users.noreply.github.com>	2023-04-29 16:45:19 +02:00
renovate[bot]	b8a5f3bab8	chore(deps): update reviewdog/action-golangci-lint digest to f5d8591 (#362 ) Signed-off-by: Renovate Bot <bot@renovateapp.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-04-29 16:44:22 +02:00
Thomas Schuetz	3051b1ca34	docs: remove issue templates to use org wide ones (#352 ) Signed-off-by: Thomas Schuetz <thomas.schuetz@t-sc.eu>	2023-04-28 09:44:35 +02:00
Alex Jones	7471b76794	feat: improving readme Signed-off-by: Alex Jones <alexsimonjones@gmail.com>	2023-04-28 07:29:35 +02:00
Tyler Gillson	5af8178802	feat: add helm chart (#318 ) * feat: add helm chart Signed-off-by: Tyler Gillson <tyler.gillson@gmail.com> * Address PR feedback (#1) * remove K8SGPT_BASEURL * add default model * add user-specified Deployment annotations * remove Values.secret.enabled --------- Signed-off-by: Tyler Gillson <tyler.gillson@gmail.com> * update chart.appVersion, default labels Signed-off-by: Tyler Gillson <tyler.gillson@gmail.com> * default image tag to Chart.appVersion Signed-off-by: Tyler Gillson <tyler.gillson@gmail.com> * release-please annotation for k8sgpt image Signed-off-by: Tyler Gillson <tyler.gillson@gmail.com> * revert improperly relocated Dockerfile Signed-off-by: Tyler Gillson <tyler.gillson@gmail.com> * revert changes to docker-build target and actually re-locate Dockerfile Signed-off-by: Tyler Gillson <tyler.gillson@gmail.com> * Update charts/k8sgpt/Chart.yaml Co-authored-by: Thomas Schuetz <38893055+thschue@users.noreply.github.com> Signed-off-by: Tyler Gillson <tyler.gillson@gmail.com> * Update charts/k8sgpt/templates/deployment.yaml Co-authored-by: Thomas Schuetz <38893055+thschue@users.noreply.github.com> Signed-off-by: Tyler Gillson <tyler.gillson@gmail.com> --------- Signed-off-by: Tyler Gillson <tyler.gillson@gmail.com> Co-authored-by: Thomas Schuetz <38893055+thschue@users.noreply.github.com>	2023-04-27 20:47:08 +02:00
renovate[bot]	363294c310	fix(deps): update module github.com/aquasecurity/trivy-operator to v0.13.2 (#353 ) Signed-off-by: Renovate Bot <bot@renovateapp.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-04-27 17:11:40 +02:00