From 446c8262747dd84501deb427ade198384af99df1 Mon Sep 17 00:00:00 2001 From: dedemorton Date: Fri, 31 May 2024 13:53:25 -0700 Subject: [PATCH] Add section about AI connector to serverless --- .../observability-ai-assistant.asciidoc | 3 - .../serverless/ai-assistant/ai-assistant.mdx | 63 +++++++++++++++++- .../obs-ai-assistant-action-high-cpu.png | Bin 0 -> 58456 bytes .../images/obs-ai-assistant-action.png | Bin 0 -> 53692 bytes .../images/obs-ai-assistant-output.png | Bin 0 -> 256369 bytes .../images/obs-ai-assistant-slack-message.png | Bin 0 -> 98235 bytes 6 files changed, 60 insertions(+), 6 deletions(-) create mode 100644 docs/en/serverless/images/obs-ai-assistant-action-high-cpu.png create mode 100644 docs/en/serverless/images/obs-ai-assistant-action.png create mode 100644 docs/en/serverless/images/obs-ai-assistant-output.png create mode 100644 docs/en/serverless/images/obs-ai-assistant-slack-message.png diff --git a/docs/en/observability/observability-ai-assistant.asciidoc b/docs/en/observability/observability-ai-assistant.asciidoc index 1e4b7504e2..7f92a86512 100644 --- a/docs/en/observability/observability-ai-assistant.asciidoc +++ b/docs/en/observability/observability-ai-assistant.asciidoc @@ -237,9 +237,6 @@ You can continue a conversation from a contextual prompt by clicking *Start chat //TODO: After https://github.com/elastic/kibana/pull/183792 is merged, make "configure the Observability AI Assistant connector" an active link to the published docs. -IMPORTANT: To use the Observability AI Assistant connector, -you must have the `api:observabilityAIAssistant` and `app:observabilityAIAssistant` privileges. - You can use the Observability AI Assistant connector to add AI-generated insights and custom actions to your alerting workflows. To do this: diff --git a/docs/en/serverless/ai-assistant/ai-assistant.mdx b/docs/en/serverless/ai-assistant/ai-assistant.mdx index 32a62d2258..65beb71c98 100644 --- a/docs/en/serverless/ai-assistant/ai-assistant.mdx +++ b/docs/en/serverless/ai-assistant/ai-assistant.mdx @@ -149,7 +149,7 @@ After every answer the LLM provides, let us know if the answer was helpful. Your feedback helps us improve the AI Assistant! -### AI Assistant chat +### Chat with the assistant Click **AI Assistant** in the upper-right corner where available to start the chat: @@ -159,7 +159,7 @@ This opens the AI Assistant flyout, where you can ask the assistant questions ab ![Observability AI assistant chat](../images/ai-assistant-chat.png) -### AI Assistant functions +### Suggest functions @@ -219,7 +219,7 @@ Additional functions are available when your cluster has APM data: -### AI Assistant contextual prompts +### Use contextual prompts AI Assistant contextual prompts throughout ((observability)) provide the following information: @@ -240,12 +240,69 @@ You can continue a conversation from a contextual prompt by clicking **Start cha ![Observability AI assistant example](../images/ai-assistant-logs.png) +[discrete] +[[obs-ai-connector]] +=== Add the AI Assistant connector to alerting workflows + +You can use the Observability AI Assistant connector to add AI-generated insights and custom actions to your alerting workflows. +To do this: + +1. and specify the conditions that must be met for the alert to fire. +1. Under **Actions**, select the **Observability AI Assistant** connector type. +1. In the **Connector** list, select the AI connector you created when you set up the assistant. +1. In the **Message** field, specify the message to send to the assistant: + +![Add an Observability AI assistant action while creating a rule in the Observability UI](../images/obs-ai-assistant-action-high-cpu.png) + +You can ask the assistant to generate a report of the alert that fired, +recall any information or potential resolutions of past occurrences stored in the knowledge base, +provide troubleshooting guidance and resolution steps, +and also include other active alerts that may be related. +As a last step, you can ask the assistant to trigger an action, +such as sending the report (or any other message) to a Slack webhook. + + + Currently you can only send messages to Slack, email, Jira, PagerDuty, or a webhook. + Additional actions will be added in the future. + + +When the alert fires, contextual details about the event—such as when the alert fired, +the service or host impacted, and the threshold breached—are sent to the AI Assistant, +along with the message provided during configuration. +The AI Assistant runs the tasks requested in the message and creates a conversation you can use to chat with the assistant: + +![AI Assistant conversation created in response to an alert](../images/obs-ai-assistant-output.png) + + + Conversations created by the AI Assistant are public and accessible to every user with permissions to use the assistant. + + +It might take a minute or two for the AI Assistant to process the message and create the conversation. + +Note that overly broad prompts may result in the request exceeding token limits. +For more information, refer to +Also, attempting to analyze several alerts in a single connector execution may cause you to exceed the function call limit. +If this happens, modify the message specified in the connector configuration to avoid exceeding limits. + +When asked to send a message to another connector, such as Slack, +the AI Assistant attempts to include a link to the generated conversation. + +![Message sent by Slack by the AI Assistant includes a link to the conversation](../images/obs-ai-assistant-slack-message.png) + +The Observability AI Assistant connector is called when the alert fires and when it recovers. + +To learn more about alerting, actions, and connectors, refer to + ## Known issues +
+ ### Token limits Most LLMs have a set number of tokens they can manage in single a conversation. When you reach the token limit, the LLM will throw an error, and Elastic will display a "Token limit reached" error. The exact number of tokens that the LLM can support depends on the LLM provider and model you're using. +If you are using an OpenAI connector, you can monitor token usage in **OpenAI Token Usage** dashboard. +For more information, refer to the [OpenAI Connector documentation](((kibana-ref))/openai-action-type.html#openai-connector-token-dashboard) diff --git a/docs/en/serverless/images/obs-ai-assistant-action-high-cpu.png b/docs/en/serverless/images/obs-ai-assistant-action-high-cpu.png new file mode 100644 index 0000000000000000000000000000000000000000..d8d2c686b9612b38d3928750a286a67d4595718b GIT binary patch literal 58456 zcmce;Wmr{P7dA|Tq|#l|jfC{35s(h)ltvV3q`Ohsba#VvN{4heNH@~4fepONa~|=0 z*Zb%F_5I)i)?RDQvBsQp#69k@LzNX}Fi?q6VPIe|WM4_D!oa|RU|?WfP>_Hta!O3a zz%N(_RT*)ZvSHF);2%jdEm?B~1sEpaZxk5VU@I7e-?soi#J~>>415MG3_S1~_V=|6 zxIdr5fimF#{0-~!`$qml(>xd$Q5acCF?CnigH%Khyk4AM6~#hqx{b-AhZt-L#h2kdgPDB5dp<)L5q-=;`rIy30poE)G>ypT7L8 z_#E=|DV(?{3JNS0C4vYJ+!s)cm)y%hpU0~iC?TiM3H%=aKh}QsbaT5(U};<%cp~86 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