merged

Signed-off-by: Alex Jones <alexsimonjones@gmail.com>
fix: append coreAnalyzer if active_filter is empty and integration is added (#441 )
2026-03-19 03:23:47 +00:00 · 2023-05-19 21:50:17 +01:00 · 2023-05-19 11:14:39 +02:00 · 2023-05-19 09:59:48 +01:00 · 2023-05-19 09:49:37 +01:00 · 2023-05-19 09:32:01 +01:00
44 changed files with 1894 additions and 401 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@f5d85915708b6e687c44764987a6912d390b17f6 # v2
+        uses: reviewdog/action-golangci-lint@79d32f10b2ea0d4cebb755d849b048c4b40c3d50 # v2
        with:
          github_token: ${{ secrets.GITHUB_TOKEN }}
          reporter: github-pr-check
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -45,11 +45,11 @@ jobs:
        with:
          fetch-depth: 0
      - name: Set up Go
-        uses: actions/setup-go@4d34df0c2316fe8122ab82dc22947d607c0c91f9 # v4
+        uses: actions/setup-go@fac708d6674e30b6ba41289acaab6d4b75aa0753 # v4
        with:
          go-version: '1.20'
      - name: Download Syft
-        uses: anchore/sbom-action/download-syft@422cb34a0f8b599678c41b21163ea6088edb2624 # v0.14.1
+        uses: anchore/sbom-action/download-syft@4d571ad1038a9cc29d676154ef265ab8f9027042 # v0.14.2
      - name: Run GoReleaser
        uses: goreleaser/goreleaser-action@f82d6c1c344bcacabba2c841718984797f664a6b # v4
        with:
@@ -104,7 +104,7 @@ jobs:
          cache-to: type=gha,scope=${{ github.ref_name }}-${{ env.IMAGE_TAG }}

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

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

-      - name: Test
-        run: go test -v ./...
+      - name: Unit Test
+        run: make test
+
+      # - name: Fmt Test
+      #   run: fmtFiles=$(make fmt); if [ "$fmtFiles" != "" ];then exit 1; fi
+
--- a/.release-please-manifest.json
+++ b/.release-please-manifest.json
@@ -1 +1 @@
-{".":"0.2.9"}
+{".":"0.3.2"}
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,80 @@
 # 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)


--- a/README.md
+++ b/README.md
@@ -16,6 +16,8 @@ It has SRE experience codified into its analyzers and helps to pull out the most

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

+<img src="images/demo4.gif" width=650px; />
+
 # CLI Installation


@@ -32,7 +34,7 @@ brew install k8sgpt
  **32 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.9/k8sgpt_386.rpm
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.2/k8sgpt_386.rpm
  sudo rpm -ivh k8sgpt_386.rpm
  ```
  <!---x-release-please-end-->
@@ -41,7 +43,7 @@ brew install k8sgpt

  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.9/k8sgpt_amd64.rpm
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.2/k8sgpt_amd64.rpm
  sudo rpm -ivh -i k8sgpt_amd64.rpm
  ```
  <!---x-release-please-end-->
@@ -53,7 +55,7 @@ brew install k8sgpt
  **32 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.9/k8sgpt_386.deb
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.2/k8sgpt_386.deb
  sudo dpkg -i k8sgpt_386.deb
  ```
  <!---x-release-please-end-->
@@ -61,7 +63,7 @@ brew install k8sgpt

  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.9/k8sgpt_amd64.deb
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.2/k8sgpt_amd64.deb
  sudo dpkg -i k8sgpt_amd64.deb
  ```
  <!---x-release-please-end-->
@@ -74,14 +76,14 @@ brew install k8sgpt
  **32 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.2.9/k8sgpt_386.apk
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.2/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/v0.2.9/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
@@ -121,14 +123,12 @@ _This mode of operation is ideal for continuous monitoring of your cluster and c

 * Currently the default AI provider is OpenAI, you will need to generate an API key from [OpenAI](https://openai.com)
  * You can do this by running `k8sgpt generate` to open a browser link to generate it
-* Run `k8sgpt auth` to set it in k8sgpt.
+* Run `k8sgpt auth add` to set it in k8sgpt.
  * You can provide the password directly using the `--password` flag.
 * Run `k8sgpt filters` to manage the active filters used by the analyzer. By default, all filters are executed during analysis.
 * Run `k8sgpt analyze` to run a scan.
 * And use `k8sgpt analyze --explain` to get a more detailed explanation of the issues.

-<img src="images/demo4.gif" width=650px; />
-
 ## Analyzers

 K8sGPT uses analyzers to triage and diagnose issues in your cluster. It has a set of analyzers that are built in, but
@@ -161,7 +161,7 @@ _Run a scan with the default analyzers_

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

@@ -188,8 +188,8 @@ _Anonymize during explain_
 k8sgpt analyze --explain --filter=Service --output=json --anonymize
 ```

-### Using filters
 <details>
+<summary> Using filters </summary>

 _List filters_

@@ -208,7 +208,7 @@ k8sgpt filters add [filter(s)]
 - Simple filter : `k8sgpt filters add Service`
 - Multiple filters : `k8sgpt filters add Ingress,Pod`

-_Add default filters_
+_Remove default filters_

 ```
 k8sgpt filters remove [filter(s)]
@@ -221,11 +221,20 @@ k8sgpt filters remove [filter(s)]

 </details>

-
-### Additional commands
-
 <details>

+<summary> Additional commands </summary>
+_List configured backends_
+
+```
+k8sgpt auth list
+```
+
+_Remove configured backends_
+
+```
+k8sgpt auth remove $MY_BACKEND1,$MY_BACKEND2..
+```

 _List integrations_

@@ -264,33 +273,14 @@ curl -X GET "http://localhost:8080/analyze?namespace=k8sgpt&explain=false"
 ```
 </details>

-## Additional AI providers  

-### Azure OpenAI  
-<em>Prerequisites:</em> an Azure OpenAI deployment is needed, please visit MS official [documentation](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal#create-a-resource) to create your own.
+## Key Features

-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
+<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).

@@ -300,10 +290,10 @@ To start the API server, follow the instruction in [LocalAI](https://github.com/

 ### Run k8sgpt

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

 Now you can analyze with the `localai` backend:
@@ -312,14 +302,69 @@ Now you can analyze with the `localai` backend:
 k8sgpt analyze --explain --backend localai
 ```

-</details>  
+</details>

-## How does anonymization work?
+<details>
+<summary> AzureOpenAI provider </summary>
+
+<em>Prerequisites:</em> an Azure OpenAI deployment is needed, please visit MS official [documentation](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal#create-a-resource) to create your own.
+
+To authenticate with k8sgpt, you will need the Azure OpenAI endpoint of your tenant `"https://your Azure OpenAI Endpoint"`, the api key to access your deployment, the deployment name of your model and the model name itself.  
+
+
+To run k8sgpt, run `k8sgpt auth` with the `azureopenai` backend:  
+```
+k8sgpt auth add --backend azureopenai --baseurl https://<your Azure OpenAI endpoint> --engine <deployment_name> --model <model_name>
+```
+Lastly, enter your Azure API key, after the prompt.
+
+Now you are ready to analyze with the azure openai backend:  
+```
+k8sgpt analyze --explain --backend azureopenai
+```
+
+
+
+</details>
+
+<details>
+<summary>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>

-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>

+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.
@@ -344,9 +389,8 @@ The Kubernetes system is trying to scale a StatefulSet named fake-deployment usi

 </details>

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

 Config file locations:
@@ -357,6 +401,38 @@ Config file locations:
 | 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

 Please read our [contributing guide](./CONTRIBUTING.md).
--- a/charts/k8sgpt/Chart.yaml
+++ b/charts/k8sgpt/Chart.yaml
@@ -1,5 +1,5 @@
 apiVersion: v2
-appVersion: v0.2.4 #x-release-please-version
+appVersion: v0.3.0 #x-release-please-version
 description: A Helm chart for K8SGPT
 name: k8sgpt
 type: application
--- a/charts/k8sgpt/templates/rolebinding.yaml
+++ b/charts/k8sgpt/templates/rolebinding.yaml
@@ -11,5 +11,5 @@ subjects:
  namespace: {{ .Release.Namespace | quote }}
 roleRef:
  kind: ClusterRole
-  name: k8sgpt-cluster-role-all
+  name: {{ template "k8sgpt.fullname" . }}
  apiGroup: rbac.authorization.k8s.io
--- a/charts/k8sgpt/templates/service.yaml
+++ b/charts/k8sgpt/templates/service.yaml
@@ -16,4 +16,7 @@ spec:
    - name: http
      port: 8080
      targetPort: 8080
+    - name: metrics
+      port: 8081
+      targetPort: 8081
  type: {{ .Values.service.type }}
--- a/charts/k8sgpt/templates/serviceMonitor.yaml
+++ b/charts/k8sgpt/templates/serviceMonitor.yaml
@@ -13,7 +13,7 @@ spec:
  endpoints:
  - honorLabels: true
    path: /metrics
-    port: http
+    port: metrics
  selector:
    matchLabels:
      app.kubernetes.io/name: {{ include "k8sgpt.name" . }}
--- a/cmd/auth/add.go
+++ b/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")
+}
--- a/cmd/auth/auth.go
+++ b/cmd/auth/auth.go
@@ -14,16 +14,8 @@ limitations under the License.
 package auth

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

 var (
@@ -34,107 +26,28 @@ var (
 	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.`,
-	PreRun: func(cmd *cobra.Command, args []string) {
-		backend, _ := cmd.Flags().GetString("backend")
-		if strings.ToLower(backend) == "azureopenai" {
-			cmd.MarkFlagRequired("engine")
-			cmd.MarkFlagRequired("baseurl")
-		}
-	},
 	Run: func(cmd *cobra.Command, args []string) {
-
-		// get ai configuration
-		var configAI ai.AIConfiguration
-		err := viper.UnmarshalKey("ai", &configAI)
-		if err != nil {
-			color.Red("Error: %v", err)
-			os.Exit(1)
+		if len(args) == 0 {
+			_ = cmd.Help()
+			return
 		}
-
-		// search for provider with same name
-		providerIndex := -1
-		for i, provider := range configAI.Providers {
-			if backend == provider.Name {
-				providerIndex = i
-				break
-			}
-		}
-
-		validBackend := func(validBackends []string, backend string) bool {
-			for _, b := range validBackends {
-				if b == backend {
-					return true
-				}
-			}
-			return false
-		}
-
-		// check if backend is not empty and a valid value
-		if backend == "" || !validBackend(ai.Backends, backend) {
-			color.Red("Error: Backend AI cannot be empty and accepted values are '%v'", strings.Join(ai.Backends, ", "))
-			os.Exit(1)
-		}
-
-		color.Green("Using %s as backend AI provider", backend)
-
-		// check if model is not empty
-		if model == "" {
-			color.Red("Error: Model cannot be empty.")
-			os.Exit(1)
-		}
-
-		if ai.NeedPassword(backend) && password == "" {
-			fmt.Printf("Enter %s Key: ", backend)
-			bytePassword, err := term.ReadPassword(int(syscall.Stdin))
-			if err != nil {
-				color.Red("Error reading %s Key from stdin: %s", backend,
-					err.Error())
-				os.Exit(1)
-			}
-			password = strings.TrimSpace(string(bytePassword))
-		}
-
-		// create new provider object
-		newProvider := ai.AIProvider{
-			Name:     backend,
-			Model:    model,
-			Password: password,
-			BaseURL:  baseURL,
-			Engine:   engine,
-		}
-
-		if providerIndex == -1 {
-			// provider with same name does not exist, add new provider to list
-			configAI.Providers = append(configAI.Providers, newProvider)
-			color.Green("New provider added")
-		} else {
-			// provider with same name exists, update provider info
-			configAI.Providers[providerIndex] = newProvider
-			color.Green("Provider updated")
-		}
-		viper.Set("ai", configAI)
-		if err := viper.WriteConfig(); err != nil {
-			color.Red("Error writing config file: %s", err.Error())
-			os.Exit(1)
-		}
-		color.Green("key added")
 	},
 }

 func init() {
-	// add flag for backend
-	AuthCmd.Flags().StringVarP(&backend, "backend", "b", "openai", "Backend AI provider")
-	// add flag for model
-	AuthCmd.Flags().StringVarP(&model, "model", "m", "gpt-3.5-turbo", "Backend AI model")
-	// add flag for password
-	AuthCmd.Flags().StringVarP(&password, "password", "p", "", "Backend AI password")
-	// add flag for url
-	AuthCmd.Flags().StringVarP(&baseURL, "baseurl", "u", "", "URL AI provider, (e.g `http://localhost:8080/v1`)")
-	// add flag for azure open ai engine/deployment name
-	AuthCmd.Flags().StringVarP(&engine, "engine", "e", "", "Azure AI deployment name")
+	// add subcommand to list backends
+	AuthCmd.AddCommand(listCmd)
+	// add subcommand to create new backend provider
+	AuthCmd.AddCommand(addCmd)
+	// add subcommand to remove new backend provider
+	AuthCmd.AddCommand(removeCmd)
+	// add subcommand to set default backend provider
+	AuthCmd.AddCommand(defaultCmd)
 }
--- a/cmd/auth/default.go
+++ b/cmd/auth/default.go
@@ -0,0 +1,79 @@
+/*
+Copyright 2023 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package auth
+
+import (
+	"os"
+	"strings"
+
+	"github.com/fatih/color"
+	"github.com/spf13/cobra"
+	"github.com/spf13/viper"
+)
+
+var (
+	providerName string
+)
+
+var defaultCmd = &cobra.Command{
+	Use:   "default",
+	Short: "Set your default AI backend provider",
+	Long:  "The command to set your new default AI backend provider (default is openai)",
+	Run: func(cmd *cobra.Command, args []string) {
+		err := viper.UnmarshalKey("ai", &configAI)
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+		if providerName == "" {
+			if configAI.DefaultProvider != "" {
+				color.Yellow("Your default provider is %s", configAI.DefaultProvider)
+			} else {
+				color.Yellow("Your default provider is openai")
+			}
+			os.Exit(0)
+		}
+		// lowercase the provider name
+		providerName = strings.ToLower(providerName)
+
+		// Check if the provider is in the provider list
+		providerExists := false
+		for _, provider := range configAI.Providers {
+			if provider.Name == providerName {
+				providerExists = true
+			}
+		}
+		if !providerExists {
+			color.Red("Error: Provider %s does not exist", providerName)
+			os.Exit(1)
+		}
+		// Set the default provider
+		configAI.DefaultProvider = providerName
+
+		viper.Set("ai", configAI)
+		// Viper write config
+		err = viper.WriteConfig()
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+		// Print acknowledgement
+		color.Green("Default provider set to %s", providerName)
+	},
+}
+
+func init() {
+	// provider name flag
+	defaultCmd.Flags().StringVarP(&providerName, "provider", "p", "", "The name of the provider to set as default")
+}
--- a/cmd/auth/list.go
+++ b/cmd/auth/list.go
@@ -0,0 +1,73 @@
+/*
+Copyright 2023 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package auth
+
+import (
+	"fmt"
+	"os"
+
+	"github.com/fatih/color"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
+	"github.com/spf13/cobra"
+	"github.com/spf13/viper"
+)
+
+var listCmd = &cobra.Command{
+	Use:   "list",
+	Short: "List configured providers",
+	Long:  "The list command displays a list of configured providers",
+	Run: func(cmd *cobra.Command, args []string) {
+
+		// get ai configuration
+		err := viper.UnmarshalKey("ai", &configAI)
+		if err != nil {
+			color.Red("Error: %v", err)
+			os.Exit(1)
+		}
+
+		// Print the default if it is set
+		fmt.Print(color.YellowString("Default: \n"))
+		if configAI.DefaultProvider != "" {
+			fmt.Printf("> %s\n", color.BlueString(configAI.DefaultProvider))
+		} else {
+			fmt.Printf("> %s\n", color.BlueString("openai"))
+		}
+
+		// Get list of all AI Backends and only print htem if they are not in the provider list
+		fmt.Print(color.YellowString("Active: \n"))
+		for _, aiBackend := range ai.Backends {
+			providerExists := false
+			for _, provider := range configAI.Providers {
+				if provider.Name == aiBackend {
+					providerExists = true
+				}
+			}
+			if providerExists {
+				fmt.Printf("> %s\n", color.GreenString(aiBackend))
+			}
+		}
+		fmt.Print(color.YellowString("Unused: \n"))
+		for _, aiBackend := range ai.Backends {
+			providerExists := false
+			for _, provider := range configAI.Providers {
+				if provider.Name == aiBackend {
+					providerExists = true
+				}
+			}
+			if !providerExists {
+				fmt.Printf("> %s\n", color.RedString(aiBackend))
+			}
+		}
+	},
+}
--- a/cmd/auth/remove.go
+++ b/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() {
+
+}
+
--- a/cmd/cache/add.go
+++ b/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")
+
+}
--- a/cmd/cache/cache.go
+++ b/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() {
+}
--- a/cmd/cache/list.go
+++ b/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)
+
+}
--- a/cmd/cache/remove.go
+++ b/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)
+}
--- a/cmd/filters/filters.go
+++ b/cmd/filters/filters.go
@@ -25,7 +25,7 @@ var FiltersCmd = &cobra.Command{
 	You can list available filters to analyze resources.`,
 	Run: func(cmd *cobra.Command, args []string) {
 		if len(args) == 0 {
-			cmd.Help()
+			_ = cmd.Help()
 			return
 		}
 	},
--- a/cmd/filters/list.go
+++ b/cmd/filters/list.go
@@ -37,7 +37,7 @@ var listCmd = &cobra.Command{
 			activeFilters = coreFilters
 		}
 		inactiveFilters := util.SliceDiff(availableFilters, activeFilters)
-		fmt.Printf(color.YellowString("Active: \n"))
+		fmt.Print(color.YellowString("Active: \n"))
 		for _, filter := range activeFilters {

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

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

--- a/cmd/root.go
+++ b/cmd/root.go
@@ -20,6 +20,7 @@ import (
 	"github.com/adrg/xdg"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/analyze"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/auth"
+	"github.com/k8sgpt-ai/k8sgpt/cmd/cache"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/filters"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/generate"
 	"github.com/k8sgpt-ai/k8sgpt/cmd/integration"
@@ -67,6 +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.")
@@ -85,7 +87,7 @@ func initConfig() {
 		viper.SetConfigType("yaml")
 		viper.SetConfigName("k8sgpt")

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

 	viper.Set("kubecontext", kubecontext)
@@ -96,6 +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())
 	}
 }
--- a/cmd/serve/serve.go
+++ b/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{
@@ -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")
 }
--- a/container/dashboards/k8sgpt-dashboard.json
+++ b/container/dashboards/k8sgpt-dashboard.json
@@ -47,7 +47,7 @@
                    "showLineNumbers": false,
                    "showMiniMap": false
                },
-                "content": "![K8sGPT Logo](https://k8sgpt.ai/images/logo-white.png)",
+                "content": "![K8sGPT Logo](https://k8sgpt.ai/images/logo-black.png)",
                "mode": "markdown"
            },
            "pluginVersion": "9.4.7",
--- a/go.mod
+++ b/go.mod
@@ -7,22 +7,30 @@ require (
 	github.com/fatih/color v1.15.0
 	github.com/magiconair/properties v1.8.7
 	github.com/mittwald/go-helm-client v0.12.1
-	github.com/sashabaranov/go-openai v1.9.2
+	github.com/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
@@ -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
 )
--- a/go.sum
+++ b/go.sum
@@ -1,3 +1,8 @@
+buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.3.0-20230515081240-6b5b845c638e.1 h1:u8CQODmTW0EYjXKt0ZSbA/FGuOkA+zRNicNCs97Ud/A=
+buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.3.0-20230515081240-6b5b845c638e.1/go.mod h1:EB1h/5OvQWTeT9JJ2x0NLaboeFOOm3fqkYWKp5ojO7o=
+buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.28.1-20230515081240-6b5b845c638e.4/go.mod h1:i/s4ALHwKvjA1oGNKpoHg0FpEOTbufoOm/NdTE6YQAE=
+buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.30.0-20230514071713-3d78cb8bbc06.1 h1:V43+hDZXo4WaGqGZjNfaL8ZcAEvhusckIC/JBD/msz0=
+buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.30.0-20230514071713-3d78cb8bbc06.1/go.mod h1:karV92RruD5davytOQq20lDyAqBnai8ajNolo98nu94=
 cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
 cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
 cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU=
@@ -20,25 +25,371 @@ cloud.google.com/go v0.75.0/go.mod h1:VGuuCn7PG0dwsd5XPVm2Mm3wlh3EL55/79EKB6hlPT
 cloud.google.com/go v0.78.0/go.mod h1:QjdrLG0uq+YwhjoVOLsS1t7TW8fs36kLs4XO5R5ECHg=
 cloud.google.com/go v0.79.0/go.mod h1:3bzgcEeQlzbuEAYu4mrWhKqWjmpprinYgKJLgKHnbb8=
 cloud.google.com/go v0.81.0/go.mod h1:mk/AM35KwGk/Nm2YSeZbxXdrNK3KZOYHmLkOqC2V6E0=
+cloud.google.com/go v0.83.0/go.mod h1:Z7MJUsANfY0pYPdw0lbnivPx4/vhy/e2FEkSkF7vAVY=
+cloud.google.com/go v0.84.0/go.mod h1:RazrYuxIK6Kb7YrzzhPoLmCVzl7Sup4NrbKPg8KHSUM=
+cloud.google.com/go v0.87.0/go.mod h1:TpDYlFy7vuLzZMMZ+B6iRiELaY7z/gJPaqbMx6mlWcY=
+cloud.google.com/go v0.90.0/go.mod h1:kRX0mNRHe0e2rC6oNakvwQqzyDmg57xJ+SZU1eT2aDQ=
+cloud.google.com/go v0.93.3/go.mod h1:8utlLll2EF5XMAV15woO4lSbWQlk8rer9aLOfLh7+YI=
+cloud.google.com/go v0.94.1/go.mod h1:qAlAugsXlC+JWO+Bke5vCtc9ONxjQT3drlTTnAplMW4=
+cloud.google.com/go v0.97.0/go.mod h1:GF7l59pYBVlXQIBLx3a761cZ41F9bBH3JUlihCt2Udc=
+cloud.google.com/go v0.99.0/go.mod h1:w0Xx2nLzqWJPuozYQX+hFfCSI8WioryfRDzkoI/Y2ZA=
+cloud.google.com/go v0.100.1/go.mod h1:fs4QogzfH5n2pBXBP9vRiU+eCny7lD2vmFZy79Iuw1U=
+cloud.google.com/go v0.100.2/go.mod h1:4Xra9TjzAeYHrl5+oeLlzbM2k3mjVhZh4UqTZ//w99A=
+cloud.google.com/go v0.102.0/go.mod h1:oWcCzKlqJ5zgHQt9YsaeTY9KzIvjyy0ArmiBUgpQ+nc=
+cloud.google.com/go v0.102.1/go.mod h1:XZ77E9qnTEnrgEOvr4xzfdX5TRo7fB4T2F4O6+34hIU=
+cloud.google.com/go v0.104.0/go.mod h1:OO6xxXdJyvuJPcEPBLN9BJPD+jep5G1+2U5B5gkRYtA=
+cloud.google.com/go v0.105.0/go.mod h1:PrLgOJNe5nfE9UMxKxgXj4mD3voiP+YQ6gdt6KMFOKM=
+cloud.google.com/go v0.107.0/go.mod h1:wpc2eNrD7hXUTy8EKS10jkxpZBjASrORK7goS+3YX2I=
+cloud.google.com/go/accessapproval v1.4.0/go.mod h1:zybIuC3KpDOvotz59lFe5qxRZx6C75OtwbisN56xYB4=
+cloud.google.com/go/accessapproval v1.5.0/go.mod h1:HFy3tuiGvMdcd/u+Cu5b9NkO1pEICJ46IR82PoUdplw=
+cloud.google.com/go/accesscontextmanager v1.3.0/go.mod h1:TgCBehyr5gNMz7ZaH9xubp+CE8dkrszb4oK9CWyvD4o=
+cloud.google.com/go/accesscontextmanager v1.4.0/go.mod h1:/Kjh7BBu/Gh83sv+K60vN9QE5NJcd80sU33vIe2IFPE=
+cloud.google.com/go/aiplatform v1.22.0/go.mod h1:ig5Nct50bZlzV6NvKaTwmplLLddFx0YReh9WfTO5jKw=
+cloud.google.com/go/aiplatform v1.24.0/go.mod h1:67UUvRBKG6GTayHKV8DBv2RtR1t93YRu5B1P3x99mYY=
+cloud.google.com/go/aiplatform v1.27.0/go.mod h1:Bvxqtl40l0WImSb04d0hXFU7gDOiq9jQmorivIiWcKg=
+cloud.google.com/go/analytics v0.11.0/go.mod h1:DjEWCu41bVbYcKyvlws9Er60YE4a//bK6mnhWvQeFNI=
+cloud.google.com/go/analytics v0.12.0/go.mod h1:gkfj9h6XRf9+TS4bmuhPEShsh3hH8PAZzm/41OOhQd4=
+cloud.google.com/go/apigateway v1.3.0/go.mod h1:89Z8Bhpmxu6AmUxuVRg/ECRGReEdiP3vQtk4Z1J9rJk=
+cloud.google.com/go/apigateway v1.4.0/go.mod h1:pHVY9MKGaH9PQ3pJ4YLzoj6U5FUDeDFBllIz7WmzJoc=
+cloud.google.com/go/apigeeconnect v1.3.0/go.mod h1:G/AwXFAKo0gIXkPTVfZDd2qA1TxBXJ3MgMRBQkIi9jc=
+cloud.google.com/go/apigeeconnect v1.4.0/go.mod h1:kV4NwOKqjvt2JYR0AoIWo2QGfoRtn/pkS3QlHp0Ni04=
+cloud.google.com/go/appengine v1.4.0/go.mod h1:CS2NhuBuDXM9f+qscZ6V86m1MIIqPj3WC/UoEuR1Sno=
+cloud.google.com/go/appengine v1.5.0/go.mod h1:TfasSozdkFI0zeoxW3PTBLiNqRmzraodCWatWI9Dmak=
+cloud.google.com/go/area120 v0.5.0/go.mod h1:DE/n4mp+iqVyvxHN41Vf1CR602GiHQjFPusMFW6bGR4=
+cloud.google.com/go/area120 v0.6.0/go.mod h1:39yFJqWVgm0UZqWTOdqkLhjoC7uFfgXRC8g/ZegeAh0=
+cloud.google.com/go/artifactregistry v1.6.0/go.mod h1:IYt0oBPSAGYj/kprzsBjZ/4LnG/zOcHyFHjWPCi6SAQ=
+cloud.google.com/go/artifactregistry v1.7.0/go.mod h1:mqTOFOnGZx8EtSqK/ZWcsm/4U8B77rbcLP6ruDU2Ixk=
+cloud.google.com/go/artifactregistry v1.8.0/go.mod h1:w3GQXkJX8hiKN0v+at4b0qotwijQbYUqF2GWkZzAhC0=
+cloud.google.com/go/artifactregistry v1.9.0/go.mod h1:2K2RqvA2CYvAeARHRkLDhMDJ3OXy26h3XW+3/Jh2uYc=
+cloud.google.com/go/asset v1.5.0/go.mod h1:5mfs8UvcM5wHhqtSv8J1CtxxaQq3AdBxxQi2jGW/K4o=
+cloud.google.com/go/asset v1.7.0/go.mod h1:YbENsRK4+xTiL+Ofoj5Ckf+O17kJtgp3Y3nn4uzZz5s=
+cloud.google.com/go/asset v1.8.0/go.mod h1:mUNGKhiqIdbr8X7KNayoYvyc4HbbFO9URsjbytpUaW0=
+cloud.google.com/go/asset v1.9.0/go.mod h1:83MOE6jEJBMqFKadM9NLRcs80Gdw76qGuHn8m3h8oHQ=
+cloud.google.com/go/asset v1.10.0/go.mod h1:pLz7uokL80qKhzKr4xXGvBQXnzHn5evJAEAtZiIb0wY=
+cloud.google.com/go/assuredworkloads v1.5.0/go.mod h1:n8HOZ6pff6re5KYfBXcFvSViQjDwxFkAkmUFffJRbbY=
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@@ -112,7 +465,10 @@ github.com/bugsnag/bugsnag-go v0.0.0-20141110184014-b1d153021fcd h1:rFt+Y/IK1aEZ
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@@ -125,7 +481,15 @@ github.com/cloudflare/circl v1.1.0 h1:bZgT/A+cikZnKIwn7xL2OBj012Bmvho/o6RpRvv3GK
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@@ -153,8 +517,8 @@ github.com/distribution/distribution/v3 v3.0.0-20221208165359-362910506bc2 h1:aB
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@@ -168,7 +532,6 @@ github.com/docker/go-units v0.5.0 h1:69rxXcBk27SvSaaxTtLh/8llcHD8vYHT7WSdRZ/jvr4
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@@ -179,7 +542,12 @@ github.com/envoyproxy/go-control-plane v0.9.7/go.mod h1:cwu0lG7PUMfa9snN8LXBig5y
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@@ -191,6 +559,7 @@ github.com/fatih/color v1.15.0 h1:kOqh6YHBtK8aywxGerMG2Eq3H6Qgoqeo13Bk2Mv/nBs=
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@@ -245,6 +614,7 @@ github.com/gogo/protobuf v1.3.2 h1:Ov1cvc58UF3b5XjBnZv7+opcTcQFZebYjWzi34vdm4Q=
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 github.com/golang-sql/civil v0.0.0-20190719163853-cb61b32ac6fe/go.mod h1:8vg3r2VgvsThLBIFL93Qb5yWzgyZWhEmBwUJWevAkK0=
 github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfUlaOkMMuAQtPIUF8ecWP5IEl/CR7VP2Q=
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 github.com/golang/groupcache v0.0.0-20190129154638-5b532d6fd5ef/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc=
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@@ -258,6 +628,7 @@ github.com/golang/mock v1.4.1/go.mod h1:UOMv5ysSaYNkG+OFQykRIcU/QvvxJf3p21QfJ2Bt
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@@ -277,6 +648,7 @@ github.com/golang/protobuf v1.5.1/go.mod h1:DopwsBzvsk0Fs44TXzsVbJyPhcCPeIwnvohx
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@@ -295,7 +667,9 @@ github.com/google/go-cmp v0.5.2/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/
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@@ -307,6 +681,7 @@ github.com/google/licenseclassifier/v2 v2.0.0 h1:1Y57HHILNf4m0ABuMVb6xk4vAJYEUO0
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 github.com/google/pprof v0.0.0-20181206194817-3ea8567a2e57/go.mod h1:zfwlbNMJ+OItoe0UupaVj+oy1omPYYDuagoSzA8v9mc=
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@@ -319,6 +694,9 @@ github.com/google/pprof v0.0.0-20201203190320-1bf35d6f28c2/go.mod h1:kpwsk12EmLe
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@@ -327,8 +705,20 @@ github.com/google/uuid v1.1.1/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+
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@@ -344,6 +734,8 @@ github.com/grpc-ecosystem/go-grpc-middleware v1.0.0/go.mod h1:FiyG127CGDf3tlThmg
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@@ -376,6 +768,7 @@ github.com/huandu/xstrings v1.3.2/go.mod h1:y5/lhBue+AyNmUVz9RLU9xbLR0o4KIIExikq
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@@ -386,6 +779,10 @@ github.com/inconshreveable/mousetrap v1.0.0/go.mod h1:PxqpIevigyE2G7u3NXJIT2ANyt
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@@ -436,6 +833,8 @@ github.com/lib/pq v1.10.7 h1:p7ZhMD+KsSRozJr34udlUrhboJwWAgCg34+/ZZNvZZw=
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@@ -475,6 +874,7 @@ github.com/matttproud/golang_protobuf_extensions v1.0.1/go.mod h1:D8He9yQNgCq6Z5
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@@ -566,6 +966,7 @@ github.com/prometheus/client_golang v1.15.1/go.mod h1:e9yaBhRPU2pPNsZwE+JdQl0KEt
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@@ -601,8 +1002,8 @@ 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 v1.9.2 h1:7//Glm9EiMBjelgmBb00yYzKYqm1jckHWWTDLahfeuQ=
-github.com/sashabaranov/go-openai v1.9.2/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
+github.com/sashabaranov/go-openai v1.9.3 h1:uNak3Rn5pPsKRs9bdT7RqRZEyej/zdZOEI2/8wvrFtM=
+github.com/sashabaranov/go-openai v1.9.3/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
 github.com/schollz/progressbar/v3 v3.13.1 h1:o8rySDYiQ59Mwzy2FELeHY5ZARXZTVJC7iHD6PEFUiE=
 github.com/schollz/progressbar/v3 v3.13.1/go.mod h1:xvrbki8kfT1fzWzBT/UZd9L6GA+jdL7HAgq2RFnO6fQ=
 github.com/sean-/seed v0.0.0-20170313163322-e2103e2c3529/go.mod h1:DxrIzT+xaE7yg65j358z/aeFdxmN0P9QXhEzd20vsDc=
@@ -624,7 +1025,9 @@ github.com/spdx/gordf v0.0.0-20201111095634-7098f93598fb/go.mod h1:uKWaldnbMnjsS
 github.com/spdx/tools-golang v0.3.0 h1:rtm+DHk3aAt74Fh0Wgucb4pCxjXV8SqHCPEb2iBd30k=
 github.com/spdx/tools-golang v0.3.0/go.mod h1:RO4Y3IFROJnz+43JKm1YOrbtgQNljW4gAPpA/sY2eqo=
 github.com/spf13/afero v1.1.2/go.mod h1:j4pytiNVoe2o6bmDsKpLACNPDBIoEAkihy7loJ1B0CQ=
+github.com/spf13/afero v1.3.3/go.mod h1:5KUK8ByomD5Ti5Artl0RtHeI5pTF7MIDuXL3yY520V4=
 github.com/spf13/afero v1.6.0/go.mod h1:Ai8FlHk4v/PARR026UzYexafAt9roJ7LcLMAmO6Z93I=
+github.com/spf13/afero v1.9.2/go.mod h1:iUV7ddyEEZPO5gA3zD4fJt6iStLlL+Lg4m2cihcDf8Y=
 github.com/spf13/afero v1.9.5 h1:stMpOSZFs//0Lv29HduCmli3GUfpFoF3Y1Q/aXj/wVM=
 github.com/spf13/afero v1.9.5/go.mod h1:UBogFpq8E9Hx+xc5CNTTEpTnuHVmXDwZcZcE1eb/UhQ=
 github.com/spf13/cast v1.3.0/go.mod h1:Qx5cxh0v+4UWYiBimWS+eyWzqEqokIECu5etghLkUJE=
@@ -703,18 +1106,20 @@ go.opencensus.io v0.22.4/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw=
 go.opencensus.io v0.22.5/go.mod h1:5pWMHQbX5EPX2/62yrJeAkowc+lfs/XD7Uxpq3pI6kk=
 go.opencensus.io v0.23.0/go.mod h1:XItmlyltB5F7CS4xOC1DcqMoFqwtC6OG2xF7mCv7P7E=
 go.opencensus.io v0.24.0 h1:y73uSU6J157QMP2kn2r30vwW1A2W2WFwSCGnAVxeaD0=
+go.opencensus.io v0.24.0/go.mod h1:vNK8G9p7aAivkbmorf4v+7Hgx+Zs0yY+0fOtgBfjQKo=
 go.opentelemetry.io/otel v1.14.0 h1:/79Huy8wbf5DnIPhemGB+zEPVwnN6fuQybr/SRXa6hM=
 go.opentelemetry.io/otel v1.14.0/go.mod h1:o4buv+dJzx8rohcUeRmWUZhqupFvzWis188WlggnNeU=
 go.opentelemetry.io/otel/trace v1.14.0 h1:wp2Mmvj41tDsyAJXiWDWpfNsOiIyd38fy85pyKcFq/M=
 go.opentelemetry.io/otel/trace v1.14.0/go.mod h1:8avnQLK+CG77yNLUae4ea2JDQ6iT+gozhnZjy/rw9G8=
 go.opentelemetry.io/proto/otlp v0.7.0/go.mod h1:PqfVotwruBrMGOCsRd/89rSnXhoiJIqeYNgFYFoEGnI=
+go.opentelemetry.io/proto/otlp v0.15.0/go.mod h1:H7XAot3MsfNsj7EXtrA2q5xSNQ10UqI405h3+duxN4U=
 go.starlark.net v0.0.0-20221020143700-22309ac47eac h1:gBO5Qfcw5V9404yzsu2FEIsxK/u2mBNTNogK0uIoVhk=
 go.starlark.net v0.0.0-20221020143700-22309ac47eac/go.mod h1:kIVgS18CjmEC3PqMd5kaJSGEifyV/CeB9x506ZJ1Vbk=
 go.uber.org/atomic v1.4.0/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE=
 go.uber.org/atomic v1.7.0/go.mod h1:fEN4uk6kAWBTFdckzkM89CLk9XfWZrxpCo0nPH17wJc=
 go.uber.org/atomic v1.10.0 h1:9qC72Qh0+3MqyJbAn8YU5xVq1frD8bn3JtD2oXtafVQ=
 go.uber.org/atomic v1.10.0/go.mod h1:LUxbIzbOniOlMKjJjyPfpl4v+PKK2cNJn91OQbhoJI0=
-go.uber.org/goleak v1.1.11 h1:wy28qYRKZgnJTxGxvye5/wgWr1EKjmUDGYox5mGlRlI=
+go.uber.org/goleak v1.2.1 h1:NBol2c7O1ZokfZ0LEU9K6Whx/KnwvepVetCUhtKja4A=
 go.uber.org/multierr v1.1.0/go.mod h1:wR5kodmAFQ0UK8QlbwjlSNy0Z68gJhDJUG5sjR94q/0=
 go.uber.org/multierr v1.6.0/go.mod h1:cdWPpRnG4AhwMwsgIHip0KRBQjJy5kYEpYjJxpXp9iU=
 go.uber.org/multierr v1.11.0 h1:blXXJkSxSSfBVBlC76pxqeO+LN3aDfLQo+309xJstO0=
@@ -736,6 +1141,7 @@ golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPh
 golang.org/x/crypto v0.0.0-20200820211705-5c72a883971a/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
 golang.org/x/crypto v0.0.0-20210421170649-83a5a9bb288b/go.mod h1:T9bdIzuCu7OtxOm1hfPfRQxPLYneinmdGuTeoZ9dtd4=
 golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
+golang.org/x/crypto v0.0.0-20211108221036-ceb1ce70b4fa/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
 golang.org/x/crypto v0.0.0-20220722155217-630584e8d5aa/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
 golang.org/x/crypto v0.3.0/go.mod h1:hebNnKkNXi2UzZN1eVRvBB7co0a+JxK6XbPiWVs/3J4=
 golang.org/x/crypto v0.5.0/go.mod h1:NK/OQwhpMQP3MwtdjgLlYHnH9ebylxKWv3e0fK+mkQU=
@@ -778,7 +1184,9 @@ golang.org/x/mod v0.3.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
 golang.org/x/mod v0.4.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
 golang.org/x/mod v0.4.1/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
 golang.org/x/mod v0.4.2/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
+golang.org/x/mod v0.5.0/go.mod h1:5OXOZSfqPIIbmVBIIKWRFfZjPR0E5r58TLhUjH0a2Ro=
 golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4=
+golang.org/x/mod v0.7.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
 golang.org/x/mod v0.10.0 h1:lFO9qtOdlre5W1jxS3r/4szv2/6iXxScdzjoBMXNhYk=
 golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
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@@ -821,9 +1229,23 @@ golang.org/x/net v0.0.0-20210119194325-5f4716e94777/go.mod h1:m0MpNAwzfU5UDzcl9v
 golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg=
 golang.org/x/net v0.0.0-20210316092652-d523dce5a7f4/go.mod h1:RBQZq4jEuRlivfhVLdyRGr576XBO4/greRjx4P4O3yc=
 golang.org/x/net v0.0.0-20210405180319-a5a99cb37ef4/go.mod h1:p54w0d4576C0XHj96bSt6lcn1PtDYWL6XObtHCRCNQM=
+golang.org/x/net v0.0.0-20210503060351-7fd8e65b6420/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
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+golang.org/x/net v0.0.0-20220127200216-cd36cc0744dd/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk=
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+golang.org/x/net v0.0.0-20220325170049-de3da57026de/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk=
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+golang.org/x/net v0.1.0/go.mod h1:Cx3nUiGt4eDBEyega/BKRp+/AlGL8hYe7U9odMt2Cco=
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@@ -840,6 +1262,21 @@ golang.org/x/oauth2 v0.0.0-20210218202405-ba52d332ba99/go.mod h1:KelEdhl1UZF7XfJ
 golang.org/x/oauth2 v0.0.0-20210220000619-9bb904979d93/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A=
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+golang.org/x/oauth2 v0.4.0/go.mod h1:RznEsdpjGAINPTOF0UH/t+xJ75L18YO3Ho6Pyn+uRec=
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@@ -853,7 +1290,9 @@ golang.org/x/sync v0.0.0-20200625203802-6e8e738ad208/go.mod h1:RxMgew5VJxzue5/jJ
 golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
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+golang.org/x/sync v0.0.0-20220601150217-0de741cfad7f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
+golang.org/x/sync v0.0.0-20220929204114-8fcdb60fdcc0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
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@@ -907,30 +1346,52 @@ golang.org/x/sys v0.0.0-20210403161142-5e06dd20ab57/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20210423082822-04245dca01da/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
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+golang.org/x/sys v0.0.0-20210603125802-9665404d3644/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
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@@ -940,6 +1401,7 @@ golang.org/x/text v0.3.4/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.5/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
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@@ -947,6 +1409,8 @@ golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
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@@ -1002,14 +1466,22 @@ golang.org/x/tools v0.0.0-20210105154028-b0ab187a4818/go.mod h1:emZCQorbCU4vsT4f
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@@ -1034,6 +1506,36 @@ google.golang.org/api v0.40.0/go.mod h1:fYKFpnQN0DsDSKRVRcQSDQNtqWPfM9i+zNPxepjR
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@@ -1083,9 +1585,78 @@ google.golang.org/genproto v0.0.0-20210226172003-ab064af71705/go.mod h1:FWY/as6D
 google.golang.org/genproto v0.0.0-20210303154014-9728d6b83eeb/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
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-helm.sh/helm/v3 v3.11.3/go.mod h1:S+sOdQc3BLvt09a9rSlKKVs9x0N/yx+No0y3qFw+FQ8=
+helm.sh/helm/v3 v3.12.0 h1:rOq2TPVzg5jt4q5ermAZGZFxNW2uQhKjRhBneAutMEM=
+helm.sh/helm/v3 v3.12.0/go.mod h1:8K/469yxjUMu6BaD2EagCitkPjELUL/l2AgCO142G94=
 honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190106161140-3f1c8253044a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190418001031-e561f6794a2a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
@@ -1166,26 +1757,26 @@ honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWh
 honnef.co/go/tools v0.0.1-2019.2.3/go.mod h1:a3bituU0lyd329TUQxRnasdCoJDkEUEAqEt0JzvZhAg=
 honnef.co/go/tools v0.0.1-2020.1.3/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
 honnef.co/go/tools v0.0.1-2020.1.4/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
-k8s.io/api v0.26.3 h1:emf74GIQMTik01Aum9dPP0gAypL8JTLl/lHa4V9RFSU=
-k8s.io/api v0.26.3/go.mod h1:PXsqwPMXBSBcL1lJ9CYDKy7kIReUydukS5JiRlxC3qE=
-k8s.io/apiextensions-apiserver v0.26.3 h1:5PGMm3oEzdB1W/FTMgGIDmm100vn7IaUP5er36dB+YE=
-k8s.io/apiextensions-apiserver v0.26.3/go.mod h1:jdA5MdjNWGP+njw1EKMZc64xAT5fIhN6VJrElV3sfpQ=
-k8s.io/apimachinery v0.26.3 h1:dQx6PNETJ7nODU3XPtrwkfuubs6w7sX0M8n61zHIV/k=
-k8s.io/apimachinery v0.26.3/go.mod h1:ats7nN1LExKHvJ9TmwootT00Yz05MuYqPXEXaVeOy5I=
-k8s.io/apiserver v0.26.3 h1:blBpv+yOiozkPH2aqClhJmJY+rp53Tgfac4SKPDJnU4=
-k8s.io/apiserver v0.26.3/go.mod h1:CJe/VoQNcXdhm67EvaVjYXxR3QyfwpceKPuPaeLibTA=
-k8s.io/cli-runtime v0.26.3 h1:3ULe0oI28xmgeLMVXIstB+ZL5CTGvWSMVMLeHxitIuc=
-k8s.io/cli-runtime v0.26.3/go.mod h1:5YEhXLV4kLt/OSy9yQwtSSNZU2Z7aTEYta1A+Jg4VC4=
-k8s.io/client-go v0.26.3 h1:k1UY+KXfkxV2ScEL3gilKcF7761xkYsSD6BC9szIu8s=
-k8s.io/client-go v0.26.3/go.mod h1:ZPNu9lm8/dbRIPAgteN30RSXea6vrCpFvq+MateTUuQ=
-k8s.io/component-base v0.26.3 h1:oC0WMK/ggcbGDTkdcqefI4wIZRYdK3JySx9/HADpV0g=
-k8s.io/component-base v0.26.3/go.mod h1:5kj1kZYwSC6ZstHJN7oHBqcJC6yyn41eR+Sqa/mQc8E=
+k8s.io/api v0.27.2 h1:+H17AJpUMvl+clT+BPnKf0E3ksMAzoBBg7CntpSuADo=
+k8s.io/api v0.27.2/go.mod h1:ENmbocXfBT2ADujUXcBhHV55RIT31IIEvkntP6vZKS4=
+k8s.io/apiextensions-apiserver v0.27.1 h1:Hp7B3KxKHBZ/FxmVFVpaDiXI6CCSr49P1OJjxKO6o4g=
+k8s.io/apiextensions-apiserver v0.27.1/go.mod h1:8jEvRDtKjVtWmdkhOqE84EcNWJt/uwF8PC4627UZghY=
+k8s.io/apimachinery v0.27.2 h1:vBjGaKKieaIreI+oQwELalVG4d8f3YAMNpWLzDXkxeg=
+k8s.io/apimachinery v0.27.2/go.mod h1:XNfZ6xklnMCOGGFNqXG7bUrQCoR04dh/E7FprV6pb+E=
+k8s.io/apiserver v0.27.1 h1:phY+BtXjjzd+ta3a4kYbomC81azQSLa1K8jo9RBw7Lg=
+k8s.io/apiserver v0.27.1/go.mod h1:UGrOjLY2KsieA9Fw6lLiTObxTb8Z1xEba4uqSuMY0WU=
+k8s.io/cli-runtime v0.27.2 h1:9HI8gfReNujKXt16tGOAnb8b4NZ5E+e0mQQHKhFGwYw=
+k8s.io/cli-runtime v0.27.2/go.mod h1:9UecpyPDTkhiYY4d9htzRqN+rKomJgyb4wi0OfrmCjw=
+k8s.io/client-go v0.27.2 h1:vDLSeuYvCHKeoQRhCXjxXO45nHVv2Ip4Fe0MfioMrhE=
+k8s.io/client-go v0.27.2/go.mod h1:tY0gVmUsHrAmjzHX9zs7eCjxcBsf8IiNe7KQ52biTcQ=
+k8s.io/component-base v0.27.2 h1:neju+7s/r5O4x4/txeUONNTS9r1HsPbyoPBAtHsDCpo=
+k8s.io/component-base v0.27.2/go.mod h1:5UPk7EjfgrfgRIuDBFtsEFAe4DAvP3U+M8RTzoSJkpo=
 k8s.io/klog/v2 v2.90.1 h1:m4bYOKall2MmOiRaR1J+We67Do7vm9KiQVlT96lnHUw=
 k8s.io/klog/v2 v2.90.1/go.mod h1:y1WjHnz7Dj687irZUWR/WLkLc5N1YHtjLdmgWjndZn0=
-k8s.io/kube-openapi v0.0.0-20230327201221-f5883ff37f0c h1:EFfsozyzZ/pggw5qNx7ftTVZdp7WZl+3ih89GEjYEK8=
-k8s.io/kube-openapi v0.0.0-20230327201221-f5883ff37f0c/go.mod h1:byini6yhqGC14c3ebc/QwanvYwhuMWF6yz2F8uwW8eg=
-k8s.io/kubectl v0.26.3 h1:bZ5SgFyeEXw6XTc1Qji0iNdtqAC76lmeIIQULg2wNXM=
-k8s.io/kubectl v0.26.3/go.mod h1:02+gv7Qn4dupzN3fi/9OvqqdW+uG/4Zi56vc4Zmsp1g=
+k8s.io/kube-openapi v0.0.0-20230501164219-8b0f38b5fd1f h1:2kWPakN3i/k81b0gvD5C5FJ2kxm1WrQFanWchyKuqGg=
+k8s.io/kube-openapi v0.0.0-20230501164219-8b0f38b5fd1f/go.mod h1:byini6yhqGC14c3ebc/QwanvYwhuMWF6yz2F8uwW8eg=
+k8s.io/kubectl v0.27.2 h1:sSBM2j94MHBFRWfHIWtEXWCicViQzZsb177rNsKBhZg=
+k8s.io/kubectl v0.27.2/go.mod h1:GCOODtxPcrjh+EC611MqREkU8RjYBh10ldQCQ6zpFKw=
 k8s.io/utils v0.0.0-20230313181309-38a27ef9d749 h1:xMMXJlJbsU8w3V5N2FLDQ8YgU8s1EoULdbQBcAeNJkY=
 k8s.io/utils v0.0.0-20230313181309-38a27ef9d749/go.mod h1:OLgZIPagt7ERELqWJFomSt595RzquPNLL48iOWgYOg0=
 oras.land/oras-go v1.2.3 h1:v8PJl+gEAntI1pJ/LCrDgsuk+1PKVavVEPsYIHFE5uY=
@@ -1195,10 +1786,10 @@ rsc.io/quote/v3 v3.1.0/go.mod h1:yEA65RcK8LyAZtP9Kv3t0HmxON59tX3rD+tICJqUlj0=
 rsc.io/sampler v1.3.0/go.mod h1:T1hPZKmBbMNahiBKFy5HrXp6adAjACjK9JXDnKaTXpA=
 sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd h1:EDPBXCAspyGV4jQlpZSudPeMmr1bNJefnuqLsRAsHZo=
 sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd/go.mod h1:B8JuhiUyNFVKdsE8h686QcCxMaH6HrOAZj4vswFpcB0=
-sigs.k8s.io/kustomize/api v0.12.1 h1:7YM7gW3kYBwtKvoY216ZzY+8hM+lV53LUayghNRJ0vM=
-sigs.k8s.io/kustomize/api v0.12.1/go.mod h1:y3JUhimkZkR6sbLNwfJHxvo1TCLwuwm14sCYnkH6S1s=
-sigs.k8s.io/kustomize/kyaml v0.13.9 h1:Qz53EAaFFANyNgyOEJbT/yoIHygK40/ZcvU3rgry2Tk=
-sigs.k8s.io/kustomize/kyaml v0.13.9/go.mod h1:QsRbD0/KcU+wdk0/L0fIp2KLnohkVzs6fQ85/nOXac4=
+sigs.k8s.io/kustomize/api v0.13.2 h1:kejWfLeJhUsTGioDoFNJET5LQe/ajzXhJGYoU+pJsiA=
+sigs.k8s.io/kustomize/api v0.13.2/go.mod h1:DUp325VVMFVcQSq+ZxyDisA8wtldwHxLZbr1g94UHsw=
+sigs.k8s.io/kustomize/kyaml v0.14.1 h1:c8iibius7l24G2wVAGZn/Va2wNys03GXLjYVIcFVxKA=
+sigs.k8s.io/kustomize/kyaml v0.14.1/go.mod h1:AN1/IpawKilWD7V+YvQwRGUvuUOOWpjsHu6uHwonSF4=
 sigs.k8s.io/structured-merge-diff/v4 v4.2.3 h1:PRbqxJClWWYMNV1dhaG4NsibJbArud9kFxnAMREiWFE=
 sigs.k8s.io/structured-merge-diff/v4 v4.2.3/go.mod h1:qjx8mGObPmV2aSZepjQjbmb2ihdVs8cGKBraizNC69E=
 sigs.k8s.io/yaml v1.3.0 h1:a2VclLzOGrwOHDiV8EfBGhvjHvP46CtW5j6POvhYGGo=
--- a/pkg/ai/iai.go
+++ b/pkg/ai/iai.go
@@ -59,7 +59,8 @@ func NewClient(provider string) IAI {
 }

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

 type AIProvider struct {
--- a/pkg/ai/noopai.go
+++ b/pkg/ai/noopai.go
@@ -57,7 +57,7 @@ func (a *NoOpAIClient) Parse(ctx context.Context, prompt []string, cache cache.I
 		return "", err
 	}

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

 	if err != nil {
 		color.Red("error storing value to cache: %v", err)
--- a/pkg/ai/prompts.go
+++ b/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}
+	`
 )
--- a/pkg/analysis/analysis.go
+++ b/pkg/analysis/analysis.go
@@ -34,16 +34,17 @@ import (
 )

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

 type AnalysisStatus string
@@ -55,6 +56,7 @@ const (
 )

 type JsonOutput struct {
+	Provider string          `json:"provider"`
 	Errors   AnalysisErrors  `json:"errors"`
 	Status   AnalysisStatus  `json:"status"`
 	Problems int             `json:"problems"`
@@ -74,6 +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 {
@@ -104,22 +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() {
 	activeFilters := viper.GetStringSlice("active_filters")

-	analyzerMap := analyzer.GetAnalyzerMap()
+	coreAnalyzerMap, analyzerMap := analyzer.GetAnalyzerMap()

 	analyzerConfig := common.Analyzer{
 		Client:    a.Client,
@@ -129,11 +144,11 @@ func (a *Analysis) RunAnalysis() {
 	}

 	semaphore := make(chan struct{}, a.MaxConcurrency)
-	// if there are no filters selected and no active_filters then run all of them
+	// if there are no filters selected and no active_filters then run coreAnalyzer
 	if len(a.Filters) == 0 && len(activeFilters) == 0 {
 		var wg sync.WaitGroup
 		var mutex sync.Mutex
-		for _, analyzer := range analyzerMap {
+		for _, analyzer := range coreAnalyzerMap {
 			wg.Add(1)
 			semaphore <- struct{}{}
 			go func(analyzer common.IAnalyzer, wg *sync.WaitGroup, semaphore chan struct{}) {
@@ -141,7 +156,7 @@ func (a *Analysis) RunAnalysis() {
 				results, err := analyzer.Analyze(analyzerConfig)
 				if err != nil {
 					mutex.Lock()
-					a.Errors = append(a.Errors, fmt.Sprintf(fmt.Sprintf("[%s] %s", reflect.TypeOf(analyzer).Name(), err)))
+					a.Errors = append(a.Errors, fmt.Sprintf("[%s] %s", reflect.TypeOf(analyzer).Name(), err))
 					mutex.Unlock()
 				}
 				mutex.Lock()
@@ -152,6 +167,7 @@ func (a *Analysis) RunAnalysis() {

 		}
 		wg.Wait()
+		return
 	}
 	semaphore = make(chan struct{}, a.MaxConcurrency)
 	// if the filters flag is specified
@@ -167,7 +183,7 @@ func (a *Analysis) RunAnalysis() {
 					results, err := analyzer.Analyze(analyzerConfig)
 					if err != nil {
 						mutex.Lock()
-						a.Errors = append(a.Errors, fmt.Sprintf(fmt.Sprintf("[%s] %s", filter, err)))
+						a.Errors = append(a.Errors, fmt.Sprintf("[%s] %s", filter, err))
 						mutex.Unlock()
 					}
 					mutex.Lock()
@@ -176,10 +192,11 @@ func (a *Analysis) RunAnalysis() {
 					<-semaphore
 				}(analyzer, filter)
 			} else {
-				a.Errors = append(a.Errors, fmt.Sprintf(fmt.Sprintf("\"%s\" filter does not exist. Please run k8sgpt filters list.", filter)))
+				a.Errors = append(a.Errors, fmt.Sprintf("\"%s\" filter does not exist. Please run k8sgpt filters list.", filter))
 			}
 		}
 		wg.Wait()
+		return
 	}

 	var wg sync.WaitGroup
@@ -234,7 +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
@@ -255,7 +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
 	}
--- a/pkg/analysis/output.go
+++ b/pkg/analysis/output.go
@@ -42,6 +42,7 @@ func (a *Analysis) jsonOutput() ([]byte, error) {
 	}

 	result := JsonOutput{
+		Provider: a.AnalysisAIProvider,
 		Problems: problems,
 		Results:  a.Results,
 		Errors:   a.Errors,
@@ -56,6 +57,10 @@ func (a *Analysis) jsonOutput() ([]byte, error) {

 func (a *Analysis) textOutput() ([]byte, error) {
 	var output strings.Builder
+
+	// Print the AI provider used for this analysis
+	output.WriteString(fmt.Sprintf("AI Provider: %s\n", color.YellowString(a.AnalysisAIProvider)))
+
 	if len(a.Errors) != 0 {
 		output.WriteString("\n")
 		output.WriteString(color.YellowString("Warnings : \n"))
--- a/pkg/analyzer/analyzer.go
+++ b/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
 }
--- a/pkg/analyzer/hpaAnalyzer_test.go
+++ b/pkg/analyzer/hpaAnalyzer_test.go
@@ -205,15 +205,15 @@ func TestHPAAnalyzerWithExistingScaleTargetRefAsDeployment(t *testing.T) {
 					Spec: corev1.PodSpec{
 						Containers: []corev1.Container{
 							{
-								Name: "example",
+								Name:  "example",
 								Image: "nginx",
 								Resources: corev1.ResourceRequirements{
 									Requests: corev1.ResourceList{
-										"cpu": resource.MustParse("100m"),
+										"cpu":    resource.MustParse("100m"),
 										"memory": resource.MustParse("128Mi"),
 									},
 									Limits: corev1.ResourceList{
-										"cpu": resource.MustParse("200m"),
+										"cpu":    resource.MustParse("200m"),
 										"memory": resource.MustParse("256Mi"),
 									},
 								},
@@ -269,15 +269,15 @@ func TestHPAAnalyzerWithExistingScaleTargetRefAsReplicationController(t *testing
 					Spec: corev1.PodSpec{
 						Containers: []corev1.Container{
 							{
-								Name: "example",
+								Name:  "example",
 								Image: "nginx",
 								Resources: corev1.ResourceRequirements{
 									Requests: corev1.ResourceList{
-										"cpu": resource.MustParse("100m"),
+										"cpu":    resource.MustParse("100m"),
 										"memory": resource.MustParse("128Mi"),
 									},
 									Limits: corev1.ResourceList{
-										"cpu": resource.MustParse("200m"),
+										"cpu":    resource.MustParse("200m"),
 										"memory": resource.MustParse("256Mi"),
 									},
 								},
@@ -333,15 +333,15 @@ func TestHPAAnalyzerWithExistingScaleTargetRefAsReplicaSet(t *testing.T) {
 					Spec: corev1.PodSpec{
 						Containers: []corev1.Container{
 							{
-								Name: "example",
+								Name:  "example",
 								Image: "nginx",
 								Resources: corev1.ResourceRequirements{
 									Requests: corev1.ResourceList{
-										"cpu": resource.MustParse("100m"),
+										"cpu":    resource.MustParse("100m"),
 										"memory": resource.MustParse("128Mi"),
 									},
 									Limits: corev1.ResourceList{
-										"cpu": resource.MustParse("200m"),
+										"cpu":    resource.MustParse("200m"),
 										"memory": resource.MustParse("256Mi"),
 									},
 								},
@@ -397,15 +397,15 @@ func TestHPAAnalyzerWithExistingScaleTargetRefAsStatefulSet(t *testing.T) {
 					Spec: corev1.PodSpec{
 						Containers: []corev1.Container{
 							{
-								Name: "example",
+								Name:  "example",
 								Image: "nginx",
 								Resources: corev1.ResourceRequirements{
 									Requests: corev1.ResourceList{
-										"cpu": resource.MustParse("100m"),
+										"cpu":    resource.MustParse("100m"),
 										"memory": resource.MustParse("128Mi"),
 									},
 									Limits: corev1.ResourceList{
-										"cpu": resource.MustParse("200m"),
+										"cpu":    resource.MustParse("200m"),
 										"memory": resource.MustParse("256Mi"),
 									},
 								},
@@ -461,7 +461,7 @@ func TestHPAAnalyzerWithExistingScaleTargetRefWithoutSpecifyingResources(t *test
 					Spec: corev1.PodSpec{
 						Containers: []corev1.Container{
 							{
-								Name: "example",
+								Name:  "example",
 								Image: "nginx",
 							},
 						},
@@ -487,7 +487,7 @@ func TestHPAAnalyzerWithExistingScaleTargetRefWithoutSpecifyingResources(t *test
 	var errorFound bool
 	for _, analysis := range analysisResults {
 		for _, err := range analysis.Error {
-			if strings.Contains(err.Text, "does not have resource configured."){
+			if strings.Contains(err.Text, "does not have resource configured.") {
 				errorFound = true
 				break
 			}
--- a/pkg/analyzer/node.go
+++ b/pkg/analyzer/node.go
@@ -58,7 +58,7 @@ func (NodeAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 		}

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

--- a/pkg/cache/s3_based.go
+++ b/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,
+	}
+}
--- a/pkg/integration/integration.go
+++ b/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)
--- a/pkg/server/handler.go
+++ b/pkg/server/handler.go
@@ -0,0 +1,65 @@
+package server
+
+import (
+	"context"
+	json "encoding/json"
+
+	rpc "buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go/schema/v1/schemav1grpc"
+	schemav1 "buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go/schema/v1"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/analysis"
+)
+
+type handler struct {
+	rpc.UnimplementedServerServer
+}
+
+func (h *handler) Analyze(ctx context.Context, i *schemav1.AnalyzeRequest) (
+	*schemav1.AnalyzeResponse,
+	error,
+) {
+	if i.Output == "" {
+		i.Output = "json"
+	}
+
+	if i.Backend == "" {
+		i.Backend = "openai"
+	}
+
+	if int(i.MaxConcurrency) == 0 {
+		i.MaxConcurrency = 10
+	}
+
+	config, err := analysis.NewAnalysis(
+		i.Backend,
+		i.Language,
+		i.Filters,
+		i.Namespace,
+		i.Nocache,
+		i.Explain,
+		int(i.MaxConcurrency),
+	)
+	if err != nil {
+		return &schemav1.AnalyzeResponse{}, err
+	}
+	config.RunAnalysis()
+
+	if i.Explain {
+		err := config.GetAIResults(i.Output, i.Anonymize)
+		if err != nil {
+			return &schemav1.AnalyzeResponse{}, err
+		}
+	}
+
+	out, err := config.PrintOutput(i.Output)
+	if err != nil {
+		return &schemav1.AnalyzeResponse{}, err
+	}
+	var obj schemav1.AnalyzeResponse
+
+	err = json.Unmarshal(out, &obj)
+	if err != nil {
+		return &schemav1.AnalyzeResponse{}, err
+	}
+
+	return &obj, nil
+}
--- a/pkg/server/log.go
+++ b/pkg/server/log.go
@@ -1,77 +1,52 @@
 package server

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

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

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

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

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

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

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

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

 type Health struct {
@@ -46,66 +56,46 @@ var health = Health{
 	Failure: 0,
 }

-type Result struct {
-	Analysis []analysis.Analysis `json:"analysis"`
-}
-
-func (s *Config) analyzeHandler(w http.ResponseWriter, r *http.Request) {
-	namespace := r.URL.Query().Get("namespace")
-	explain := getBoolParam(r.URL.Query().Get("explain"))
-	anonymize := getBoolParam(r.URL.Query().Get("anonymize"))
-	nocache := getBoolParam(r.URL.Query().Get("nocache"))
-	language := r.URL.Query().Get("language")
-
-	var err error
-	s.maxConcurrency, err = strconv.Atoi(r.URL.Query().Get("maxConcurrency"))
-	if err != nil {
-		s.maxConcurrency = 10
-	}
-	s.Output = r.URL.Query().Get("output")
-
-	if s.Output == "" {
-		s.Output = "json"
-	}
-
-	config, err := analysis.NewAnalysis(s.Backend, language, []string{}, namespace, nocache, explain, s.maxConcurrency)
-	if err != nil {
-		health.Failure++
-		http.Error(w, err.Error(), http.StatusInternalServerError)
-		return
-	}
-
-	config.RunAnalysis()
-
-	if explain {
-		err := config.GetAIResults(s.Output, anonymize)
-		if err != nil {
-			health.Failure++
-			http.Error(w, err.Error(), http.StatusInternalServerError)
-			return
-		}
-	}
-
-	out, err := config.PrintOutput(s.Output)
-	if err != nil {
-		health.Failure++
-		http.Error(w, err.Error(), http.StatusInternalServerError)
-		return
-	}
-
-	health.Success++
-	fmt.Fprintf(w, string(out))
-}
-
 func (s *Config) Serve() error {
-	handler := loggingMiddleware(http.DefaultServeMux)
-	http.Handle("/metrics", promhttp.Handler())
-	http.HandleFunc("/analyze", s.analyzeHandler)
-	http.HandleFunc("/healthz", s.healthzHandler)
-	color.Green("Starting server on port %s", s.Port)
-	err := http.ListenAndServe(":"+s.Port, handler)
+
+	var lis net.Listener
+	var err error
+	address := fmt.Sprintf(":%s", s.Port)
+	lis, err = net.Listen("tcp", address)
 	if err != nil {
-		fmt.Printf("error starting server: %s\n", err)
+		return err
+	}
+	s.Logger.Info(fmt.Sprintf("binding api to %s", s.Port))
+	grpcServerUnaryInterceptor := grpc.UnaryInterceptor(logInterceptor(s.Logger))
+	grpcServer := grpc.NewServer(grpcServerUnaryInterceptor)
+	reflection.Register(grpcServer)
+	rpc.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
@@ -117,7 +107,7 @@ func (s *Config) healthzHandler(w http.ResponseWriter, r *http.Request) {
 		http.Error(w, err.Error(), http.StatusInternalServerError)
 		return
 	}
-	fmt.Fprintf(w, string(js))
+	fmt.Fprint(w, string(js))
 }

 func getBoolParam(param string) bool {
Author	SHA1	Message	Date
Alex Jones	e76781ceae	merged Signed-off-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-19 21:50:17 +01:00
Matthis	b7dc384547	fix: append coreAnalyzer if active_filter is empty and integration is added (#441 ) Signed-off-by: Matthis Holleville <matthish29@gmail.com>	2023-05-19 11:14:39 +02:00
renovate[bot]	c588e963de	fix(deps): update module github.com/aws/aws-sdk-go to v1.44.265 (#445 ) Signed-off-by: Renovate Bot <bot@renovateapp.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-05-19 09:59:48 +01:00
renovate[bot]	d13b91301c	fix(deps): update kubernetes packages to v0.27.2 (#436 ) Signed-off-by: Renovate Bot <bot@renovateapp.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-05-19 09:49:37 +01:00
Alex Jones	948dae5e28	feat: caching (#439 ) * feat: added the ability to set a user default AI provider Signed-off-by: Alex Jones <alexsimonjones@gmail.com> * feat: added the ability to set a user default AI provider Signed-off-by: Alex Jones <alexsimonjones@gmail.com> * feat: s3 based caching Signed-off-by: Alex Jones <alexsimonjones@gmail.com> * feat: s3 based caching Signed-off-by: Alex Jones <alexsimonjones@gmail.com> * updated README.md Signed-off-by: Alex Jones <alexsimonjones@gmail.com> * update README.md Signed-off-by: Alex Jones <alexsimonjones@gmail.com> * updated README.md Signed-off-by: Alex Jones <alexsimonjones@gmail.com> * chore: region is a must have Signed-off-by: Alex Jones <alexsimonjones@gmail.com> * chore: clarified remove command * updated remove.go Signed-off-by: Alex Jones <alexsimonjones@gmail.com> * chore: test fmt causing issues will open another pr Signed-off-by: Alex Jones <alexsimonjones@gmail.com> --------- Signed-off-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-19 09:32:01 +01:00
Alex Jones	5bedcddb3c	chore: test fmt causing issues will open another pr Signed-off-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-19 09:22:46 +01:00
Alex Jones	a5f8459bc2	updated remove.go Signed-off-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-19 09:18:34 +01:00
Alex Jones	660a815295	Merge branch 'main' into feat/caching Signed-off-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-19 08:01:58 +01:00
Alex Jones	cf33e291e0	chore: clarified remove command	2023-05-19 08:00:52 +01:00
Alex Jones	99704017bf	chore: region is a must have Signed-off-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-19 07:56:08 +01:00
Alex Jones	6852e9851b	updated README.md Signed-off-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-19 07:56:08 +01:00
Alex Jones	6efdb42cac	update README.md Signed-off-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-19 07:56:07 +01:00
Alex Jones	afbb52b4bf	updated README.md Signed-off-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-19 07:56:07 +01:00
Alex Jones	4441196c8b	feat: s3 based caching Signed-off-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-19 07:56:05 +01:00
Alex Jones	2d244f20c3	feat: s3 based caching Signed-off-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-19 07:56:04 +01:00
Alex Jones	4aa87db38c	feat: added the ability to set a user default AI provider Signed-off-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-19 07:56:04 +01:00
Alex Jones	0bf4da1718	feat: added the ability to set a user default AI provider Signed-off-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-19 07:56:04 +01:00
Matthis	c659a875fc	feat: rework auth commands (#438 ) * feat: rename "auth new" to "auth add" This change allows to be more consistent with the rest of the code Signed-off-by: Matthis Holleville <matthish29@gmail.com> * feat: rework "auth remove" to be more consistent with other remove commands like "filters remove" Signed-off-by: Matthis Holleville <matthish29@gmail.com> * feat: update documentation Signed-off-by: Matthis Holleville <matthish29@gmail.com> --------- Signed-off-by: Matthis Holleville <matthish29@gmail.com>	2023-05-18 16:50:29 +02:00
Matthis	f0d3f36f6d	fix: use coreAnalyzer if there are no filters selected and no active_filters (#432 ) Signed-off-by: Matthis Holleville <matthish29@gmail.com>	2023-05-17 09:36:47 +01:00
github-actions[bot]	940a50e851	chore(main): release 0.3.2 (#426 ) Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>	2023-05-16 21:07:02 +01:00
Camilo Giraldo	06542b4bf1	fix: improve default_prompt (#406 ) * fix: improve default_prompt Signed-off-by: Camilo Giraldo <camigira@gmail.com> * fix: specific instructions for prompt output Signed-off-by: Camilo Giraldo <camigira@gmail.com> --------- Signed-off-by: Camilo Giraldo <camigira@gmail.com> Co-authored-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-16 20:03:33 +00:00
Matthis	af826d500f	fix: missing validation for backend option in remove command (#429 ) Signed-off-by: Matthis Holleville <matthish29@gmail.com>	2023-05-16 12:54:53 +01:00
Alex Jones	cbe2fb4a4c	feat: added the ability to set a user default AI provider (#427 ) * feat: added the ability to set a user default AI provider Signed-off-by: Alex Jones <alexsimonjones@gmail.com> * feat: added the ability to set a user default AI provider Signed-off-by: Alex Jones <alexsimonjones@gmail.com> * chore: added provider to json output Signed-off-by: Alex Jones <alexsimonjones@gmail.com> --------- Signed-off-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-16 13:31:19 +02:00
renovate[bot]	032576c728	chore(deps): update reviewdog/action-golangci-lint digest to 79d32f1 (#425 ) Signed-off-by: Renovate Bot <bot@renovateapp.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-05-16 09:48:09 +01:00
dependabot[bot]	3099909113	chore(deps): bump github.com/docker/distribution (#428 ) Bumps [github.com/docker/distribution](https://github.com/docker/distribution) from 2.8.1+incompatible to 2.8.2+incompatible. - [Release notes](https://github.com/docker/distribution/releases) - [Commits](https://github.com/docker/distribution/compare/v2.8.1...v2.8.2) --- updated-dependencies: - dependency-name: github.com/docker/distribution dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2023-05-16 09:40:11 +01:00
renovate[bot]	097c7912b0	chore(deps): update actions/setup-go digest to fac708d (#422 ) Signed-off-by: Renovate Bot <bot@renovateapp.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-05-16 07:27:20 +01:00
github-actions[bot]	493c684eb7	chore(main): release 0.3.1 (#391 ) Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>	2023-05-15 12:08:40 +01:00
renovate[bot]	a1f98ad78e	fix(deps): update module buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go to v1.3.0-20230515081240-6b5b845c638e.1 (#397 ) Signed-off-by: Renovate Bot <bot@renovateapp.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-05-15 11:45:25 +01:00
Peter Pan	e66de8c4ce	chore: gofmt fix and enable in CI (#414 ) * gofmt the files Signed-off-by: Peter Pan <Peter.Pan@daocloud.io> * add UT and goFMT to PR Gate (Github Action for PR) Signed-off-by: Peter Pan <Peter.Pan@daocloud.io> --------- Signed-off-by: Peter Pan <Peter.Pan@daocloud.io> Co-authored-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-15 06:53:59 +01:00
Aris Boutselis	aafe669739	fix: update engine's cmd flag to match the new cli layout (#400 ) Signed-off-by: Aris Boutselis <arisboutselis08@gmail.com> Co-authored-by: Aris Boutselis <arisboutselis08@gmail.com> Co-authored-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-15 06:46:06 +01:00
Matthis	e5e613acee	feat: filters api (#407 ) * fix: stop execution after matching condition in RunAnalysis() The commit fixes the issue where the RunAnalysis() function continues execution even after matching a condition. The fix ensures that the execution stops at the end of the corresponding if statement, improving the control flow and preventing unnecessary processing. Signed-off-by: Matthis Holleville <matthish29@gmail.com> * feat: include filters parameter in AnalyzeRequest initialization The commit introduces a new feature where the filters parameter is included in the initialization of the AnalyzeRequest. This enhancement allows for more specific analysis by specifying filters during the analysis process. Signed-off-by: Matthis Holleville <matthish29@gmail.com> --------- Signed-off-by: Matthis Holleville <matthish29@gmail.com>	2023-05-14 10:07:43 +01:00
Peter Pan	ed73485d92	chore: make go-lint happy (#405 ) Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>	2023-05-12 12:24:30 +01:00
renovate[bot]	50916f2c93	fix(deps): update module buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go to v1.28.1-20230510140658-54288a50e81c.4 (#398 ) Signed-off-by: Renovate Bot <bot@renovateapp.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-05-11 08:54:46 +01:00
renovate[bot]	c1410d1699	fix(deps): update module helm.sh/helm/v3 to v3.12.0 (#396 ) 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>	2023-05-11 08:09:28 +01:00
Matthis	c5b72eee16	feat: add remove command to remove a backend AI provider (#395 ) * feat: add remove command to remove a backend AI provider Signed-off-by: Matthis Holleville <matthish29@gmail.com> * Update cmd/auth/remove.go Co-authored-by: Alex Jones <alex@k8sgpt.ai> Signed-off-by: Matthis <99146727+matthisholleville@users.noreply.github.com> * feat: update Long remove command Signed-off-by: Matthis Holleville <matthish29@gmail.com> --------- Signed-off-by: Matthis Holleville <matthish29@gmail.com> Signed-off-by: Matthis <99146727+matthisholleville@users.noreply.github.com> Co-authored-by: Alex Jones <alex@k8sgpt.ai>	2023-05-11 08:05:25 +01:00
renovate[bot]	8cfb717dc1	fix(deps): update module google.golang.org/grpc to v1.55.0 (#389 ) Signed-off-by: Renovate Bot <bot@renovateapp.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-05-09 21:17:38 +01:00
Matthis	639aa12931	feat: add error message if analyze request fail (#393 ) Signed-off-by: Matthis Holleville <matthish29@gmail.com>	2023-05-09 18:08:39 +02:00
Matthis	123b8a66ee	fix: clusterole name (#392 ) Signed-off-by: Matthis Holleville <matthish29@gmail.com>	2023-05-09 14:28:09 +01:00
Matthis	5d4e591f11	feat: use correct port to metrics (#390 ) Signed-off-by: Matthis Holleville <matthish29@gmail.com>	2023-05-09 11:08:18 +02:00
github-actions[bot]	9f494fa884	chore(main): release 0.3.0 (#379 ) Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>	2023-05-09 08:44:22 +01:00
Matthis	9998e7620d	feat!: migrate api to grpc (#386 ) * feat: migrate api to grpc Signed-off-by: Matthis Holleville <matthish29@gmail.com> * feat: use status.Code instead grpc.Code in log Signed-off-by: Matthis Holleville <matthish29@gmail.com> --------- Signed-off-by: Matthis Holleville <matthish29@gmail.com> Co-authored-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-09 08:36:44 +01:00
Peter Pan	b6b06123db	chore: fix the logo URL (#384 ) Signed-off-by: Peter Pan <Peter.Pan@daocloud.io> Co-authored-by: Alex Jones <alexsimonjones@gmail.com>	2023-05-07 20:27:11 +01:00
renovate[bot]	9192b26fab	chore(deps): update anchore/sbom-action action to v0.14.2 (#387 ) Signed-off-by: Renovate Bot <bot@renovateapp.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-05-07 20:23:20 +01:00
renovate[bot]	65fff11e58	fix(deps): update module golang.org/x/term to v0.8.0 (#382 ) Signed-off-by: Renovate Bot <bot@renovateapp.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-05-05 19:57:47 +01:00
Alexandre Steppé	00aaae86d8	feat: add auth commands (#369 ) * feat: adding commands to auth Signed-off-by: Alexandre Steppé <alexandre.steppe@gmail.com> * fix: fixing new backend password Signed-off-by: Alexandre Steppé <alexandre.steppe@gmail.com> * fix: fixing missing func in iai Signed-off-by: Alexandre Steppé <alexandre.steppe@gmail.com> * added engine + updated readme Signed-off-by: Alexandre Steppé <alexandre.steppe@gmail.com> --------- Signed-off-by: Alexandre Steppé <alexandre.steppe@gmail.com>	2023-05-05 09:26:31 +01:00
Viet Nguyen	d6bcb96105	docs: update README (#383 ) * fix(deps): update module github.com/sashabaranov/go-openai to v1.9.3 (#378) Signed-off-by: Renovate Bot <bot@renovateapp.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Signed-off-by: Viet Nguyen <vietnguyen148@gmail.com> * docs: update README Signed-off-by: Viet Nguyen <vietnguyen148@gmail.com> --------- Signed-off-by: Renovate Bot <bot@renovateapp.com> Signed-off-by: Viet Nguyen <vietnguyen148@gmail.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-05-05 09:03:19 +01:00
renovate[bot]	045a06350b	fix(deps): update module github.com/sashabaranov/go-openai to v1.9.3 (#378 ) Signed-off-by: Renovate Bot <bot@renovateapp.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2023-05-04 06:19:14 +02:00