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diff --git a/doc/user/ai_features.md b/doc/user/ai_features.md index 222752a4561..71b5617a4a9 100644 --- a/doc/user/ai_features.md +++ b/doc/user/ai_features.md @@ -1,8 +1,7 @@ --- stage: AI-powered group: AI Model Validation -info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://about.gitlab.com/handbook/product/ux/technical-writing/#assignments -type: index, reference +info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://handbook.gitlab.com/handbook/product/ux/technical-writing/#assignments --- # GitLab Duo @@ -13,22 +12,23 @@ type: index, reference GitLab is creating AI-assisted features across our DevSecOps platform. These features aim to help increase velocity and solve key pain points across the software development lifecycle. -| Feature | Purpose | Large Language Model | Current availability | Maturity | -|-|-|-|-|-| -| [Suggested Reviewers](project/merge_requests/reviews/index.md#gitlab-duo-suggested-reviewers) | Assists in creating faster and higher-quality reviews by automatically suggesting reviewers for your merge request. | GitLab creates a machine learning model for each project, which is used to generate reviewers <br><br> [View the issue](https://gitlab.com/gitlab-org/modelops/applied-ml/applied-ml-updates/-/issues/10) | SaaS only <br><br> Ultimate tier | [Generally Available (GA)](../policy/experiment-beta-support.md#generally-available-ga) | -| [Code Suggestions](project/repository/code_suggestions/index.md) | Helps you write code more efficiently by viewing code suggestions as you type. | For Code Completion: Vertex AI Codey [`code-gecko`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/code-completion) <br><br> For Code Generation: Anthropic [`Claude-2`](https://docs.anthropic.com/claude/reference/selecting-a-model)| [SaaS: All tiers](project/repository/code_suggestions/saas.md) <br><br> [Self-managed: Premium and Ultimate with Cloud Licensing](project/repository/code_suggestions/self_managed.md) | [Beta](../policy/experiment-beta-support.md#beta) | -| [Vulnerability summary](application_security/vulnerabilities/index.md#explaining-a-vulnerability) | Helps you remediate vulnerabilities more efficiently, boost your skills, and write more secure code. | Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/text) <br><br> Anthropic [`Claude-2`](https://docs.anthropic.com/claude/reference/selecting-a-model) if degraded performance | SaaS only <br><br> Ultimate tier | [Beta](../policy/experiment-beta-support.md#beta) | -| [Code explanation](#explain-code-in-the-web-ui-with-code-explanation) | Helps you understand code by explaining it in English language. | Vertex AI Codey [`codechat-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/code-chat) | SaaS only <br><br> Ultimate tier | [Experiment](../policy/experiment-beta-support.md#experiment) | -| [GitLab Duo Chat](gitlab_duo_chat.md) | Process and generate text and code in a conversational manner. Helps you quickly identify useful information in large volumes of text in issues, epics, code, and GitLab documentation. | Anthropic [`Claude-2`](https://docs.anthropic.com/claude/reference/selecting-a-model) <br><br> Vertex AI Codey [`textembedding-gecko`](https://cloud.google.com/vertex-ai/docs/generative-ai/embeddings/get-text-embeddings) | SaaS only <br><br> Ultimate tier | [Experiment](../policy/experiment-beta-support.md#experiment) | -| [Value stream forecasting](#forecast-deployment-frequency-with-value-stream-forecasting) | Assists you with predicting productivity metrics and identifying anomalies across your software development lifecycle. | Statistical forecasting | SaaS only <br> Self-managed <br><br> Ultimate tier | [Experiment](../policy/experiment-beta-support.md#experiment) | -| [Discussion summary](#summarize-issue-discussions-with-discussion-summary) | Assists with quickly getting everyone up to speed on lengthy conversations to help ensure you are all on the same page. | Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/text) | SaaS only <br><br> Ultimate tier | [Experiment](../policy/experiment-beta-support.md#experiment) | -| [Merge request summary](project/merge_requests/ai_in_merge_requests.md#summarize-merge-request-changes) | Efficiently communicate the impact of your merge request changes. | Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/text) | SaaS only <br><br> Ultimate tier | [Experiment](../policy/experiment-beta-support.md#experiment) | -| [Code review summary](project/merge_requests/ai_in_merge_requests.md#summarize-my-merge-request-review) | Helps ease merge request handoff between authors and reviewers and help reviewers efficiently understand suggestions. | Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/text) | SaaS only <br><br> Ultimate tier | [Experiment](../policy/experiment-beta-support.md#experiment) | -| [Merge request template population](project/merge_requests/ai_in_merge_requests.md#fill-in-merge-request-templates) | Generate a description for the merge request based on the contents of the template. | Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/text) | SaaS only <br><br> Ultimate tier | [Experiment](../policy/experiment-beta-support.md#experiment) | -| [Test generation](project/merge_requests/ai_in_merge_requests.md#generate-suggested-tests-in-merge-requests) | Automates repetitive tasks and helps catch bugs early. | Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/text) | SaaS only <br><br> Ultimate tier | [Experiment](../policy/experiment-beta-support.md#experiment) | -| [Git suggestions](https://gitlab.com/gitlab-org/gitlab/-/issues/409636) | Helps you discover or recall Git commands when and where you need them. | Vertex AI Codey [`codechat-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/code-chat) | SaaS only <br><br> Ultimate tier | [Experiment](../policy/experiment-beta-support.md#experiment) | -| [Root cause analysis](#root-cause-analysis) | Assists you in determining the root cause for a pipeline failure and failed CI/CD build. | Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/text) | SaaS only <br><br> Ultimate tier | [Experiment](../policy/experiment-beta-support.md#experiment) | -| [Issue description generation](#summarize-an-issue-with-issue-description-generation) | Generate issue descriptions. | Anthropic [`Claude-2`](https://docs.anthropic.com/claude/reference/selecting-a-model) | SaaS only <br><br> Ultimate tier | [Experiment](../policy/experiment-beta-support.md#experiment) | +| Goal | Feature | Tier/Offering/Status | +|---|---|---| +| Helps you discover or recall Git commands when and where you need them. | [Git suggestions](https://gitlab.com/gitlab-org/gitlab/-/issues/409636) | **(ULTIMATE SAAS EXPERIMENT)** | +| Assists with quickly getting everyone up to speed on lengthy conversations to help ensure you are all on the same page. | [Discussion summary](#summarize-issue-discussions-with-discussion-summary) | **(ULTIMATE SAAS EXPERIMENT)** | +| Generates issue descriptions. | [Issue description generation](#summarize-an-issue-with-issue-description-generation) | **(ULTIMATE SAAS EXPERIMENT)** | +| Helps you write code more efficiently by viewing code suggestions as you type. <br><br><i class="fa fa-youtube-play youtube" aria-hidden="true"></i> [Watch overview](https://www.youtube.com/watch?v=hCAyCTacdAQ) | [Code Suggestions](project/repository/code_suggestions/index.md) | For SaaS: **(FREE BETA)**<br><br> For self-managed: **(ULTIMATE BETA)** | +| Automates repetitive tasks and helps catch bugs early. | [Test generation](project/merge_requests/ai_in_merge_requests.md#generate-suggested-tests-in-merge-requests) | **(ULTIMATE SAAS EXPERIMENT)** | +| Generates a description for the merge request based on the contents of the template. | [Merge request template population](project/merge_requests/ai_in_merge_requests.md#fill-in-merge-request-templates) | **(ULTIMATE SAAS EXPERIMENT)** | +| Assists in creating faster and higher-quality reviews by automatically suggesting reviewers for your merge request. <br><br><i class="fa fa-youtube-play youtube" aria-hidden="true"></i> [Watch overview](https://www.youtube.com/watch?v=ivwZQgh4Rxw) | [Suggested Reviewers](project/merge_requests/reviews/index.md#gitlab-duo-suggested-reviewers) | **(ULTIMATE SAAS)** | +| Efficiently communicates the impact of your merge request changes. | [Merge request summary](project/merge_requests/ai_in_merge_requests.md#summarize-merge-request-changes) | **(ULTIMATE SAAS EXPERIMENT)** | +| Helps ease merge request handoff between authors and reviewers and help reviewers efficiently understand suggestions. | [Code review summary](project/merge_requests/ai_in_merge_requests.md#summarize-my-merge-request-review) | **(ULTIMATE SAAS EXPERIMENT)** | +| Helps you remediate vulnerabilities more efficiently, boost your skills, and write more secure code. <br><br><i class="fa fa-youtube-play youtube" aria-hidden="true"></i> [Watch overview](https://www.youtube.com/watch?v=6sDf73QOav8) | [Vulnerability summary](application_security/vulnerabilities/index.md#explaining-a-vulnerability) | **(ULTIMATE SAAS BETA)** | +| Generates a merge request containing the changes required to mitigate a vulnerability. | [Vulnerability resolution](application_security/vulnerabilities/index.md#explaining-a-vulnerability) | **(ULTIMATE SAAS EXPERIMENT)** | +| Helps you understand code by explaining it in English language. <br><br><i class="fa fa-youtube-play youtube" aria-hidden="true"></i> [Watch overview](https://www.youtube.com/watch?v=1izKaLmmaCA) | [Code explanation](#explain-code-in-the-web-ui-with-code-explanation) | **(ULTIMATE SAAS EXPERIMENT)** | +| Processes and generates text and code in a conversational manner. Helps you quickly identify useful information in large volumes of text in issues, epics, code, and GitLab documentation. | [GitLab Duo Chat](gitlab_duo_chat.md) | **(ULTIMATE SAAS BETA)** | +| Assists you in determining the root cause for a pipeline failure and failed CI/CD build. | [Root cause analysis](#root-cause-analysis) | **(ULTIMATE SAAS EXPERIMENT)** | +| Assists you with predicting productivity metrics and identifying anomalies across your software development lifecycle. | [Value stream forecasting](#forecast-deployment-frequency-with-value-stream-forecasting) | **(ULTIMATE ALL EXPERIMENT)** | ## Enable AI/ML features @@ -82,7 +82,7 @@ You can also have code explained in the context of a merge request. To explain code in a merge request: 1. On the left sidebar, select **Search or go to** and find your project. -1. On the left sidebar, select **Code > Merge requests**, then select your merge request. +1. Select **Code > Merge requests**, then select your merge request. 1. On the secondary menu, select **Changes**. 1. On the file you would like explained, select the three dots (**{ellipsis_v}**) and select **View File @ $SHA**. @@ -182,9 +182,29 @@ Provide feedback on this experimental feature in [issue 409844](https://gitlab.c **Data usage**: When you use this feature, the text you enter is sent to the large language model referenced above. -### GitLab Duo Chat **(ULTIMATE SAAS EXPERIMENT)** - -For details about this Experimental feature, see [GitLab Duo Chat](gitlab_duo_chat.md). +### GitLab Duo Chat **(ULTIMATE SAAS BETA)** + +For details about this Beta feature, see [GitLab Duo Chat](gitlab_duo_chat.md). + +## Language models + +| Feature | Large Language Model | +|---|---| +| [Git suggestions](https://gitlab.com/gitlab-org/gitlab/-/issues/409636) | Vertex AI Codey [`codechat-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/code-chat) | +| [Discussion summary](#summarize-issue-discussions-with-discussion-summary) | Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/text) | +| [Issue description generation](#summarize-an-issue-with-issue-description-generation) | Anthropic [`Claude-2`](https://docs.anthropic.com/claude/reference/selecting-a-model) | +| [Code Suggestions](project/repository/code_suggestions/index.md) | For Code Completion: Vertex AI Codey [`code-gecko`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/code-completion) For Code Generation: Anthropic [`Claude-2`](https://docs.anthropic.com/claude/reference/selecting-a-model) | +| [Test generation](project/merge_requests/ai_in_merge_requests.md#generate-suggested-tests-in-merge-requests) | Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/text) | +| [Merge request template population](project/merge_requests/ai_in_merge_requests.md#fill-in-merge-request-templates) | Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/text) | +| [Suggested Reviewers](project/merge_requests/reviews/index.md#gitlab-duo-suggested-reviewers) | GitLab creates a machine learning model for each project, which is used to generate reviewers [View the issue](https://gitlab.com/gitlab-org/modelops/applied-ml/applied-ml-updates/-/issues/10) | +| [Merge request summary](project/merge_requests/ai_in_merge_requests.md#summarize-merge-request-changes) | Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/text) | +| [Code review summary](project/merge_requests/ai_in_merge_requests.md#summarize-my-merge-request-review) | Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/text) | +| [Vulnerability summary](application_security/vulnerabilities/index.md#explaining-a-vulnerability) | Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/text) Anthropic [`Claude-2`](https://docs.anthropic.com/claude/reference/selecting-a-model) if degraded performance | +| [Vulnerability resolution](application_security/vulnerabilities/index.md#explaining-a-vulnerability) | Vertex AI Codey [`code-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/code-generation) | +| [Code explanation](#explain-code-in-the-web-ui-with-code-explanation) | Vertex AI Codey [`codechat-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/code-chat) | +| [GitLab Duo Chat](gitlab_duo_chat.md) | Anthropic [`Claude-2`](https://docs.anthropic.com/claude/reference/selecting-a-model) Vertex AI Codey [`textembedding-gecko`](https://cloud.google.com/vertex-ai/docs/generative-ai/embeddings/get-text-embeddings) | +| [Root cause analysis](#root-cause-analysis) | Vertex AI Codey [`text-bison`](https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/text) | +| [Value stream forecasting](#forecast-deployment-frequency-with-value-stream-forecasting) | Statistical forecasting | ## Data usage @@ -209,7 +229,7 @@ The below reflects the current retention periods of GitLab AI model [Sub-Process - Anthropic retains input and output data for 30 days. - Google discards input and output data immediately after the output is provided. Google currently does not store data for abuse monitoring. -All of these AI providers are under data protection agreements with GitLab that prohibit the use of Customer Content for their own purposes, except to perform their independent legal obligations. +All of these AI providers are under data protection agreements with GitLab that prohibit the use of Customer Content for their own purposes, except to perform their independent legal obligations. ### Telemetry |