Migrate existing insights

x-pack/plugins/apm/public/components/app/error_group_details/error_sampler/error_sample_contextual_insight.tsx

@@ -86,7 +86,7 @@ export function ErrorSampleContextualInsight({
  <ContextualInsight
  messages={messages}
  title={i18n.translate(
- 'xpack.apm.errorGroupCoPilotPrompt.explainErrorTitle',
+ 'xpack.apm.errorGroupContextualInsight.explainErrorTitle',
  { defaultMessage: "What's this error?" }
  )}
  />

x-pack/plugins/infra/kibana.jsonc

@@ -22,6 +22,7 @@
  "lens",
  "logsShared",
  "observability",
+ "observabilityAIAssistant",
  "observabilityShared",
  "ruleRegistry",
  "security",
@@ -36,6 +37,7 @@
  "requiredBundles": [
  "unifiedSearch",
  "observability",
+ "observabilityAIAssistant",
  "licenseManagement",
  "kibanaUtils",
  "kibanaReact",

x-pack/plugins/infra/public/alerting/log_threshold/components/alert_details_app_section/components/log_rate_analysis.tsx

@@ -5,7 +5,7 @@
  * 2.0.
  */
 
-import React, { FC, useEffect, useState } from 'react';
+import React, { FC, useEffect, useMemo, useState } from 'react';
 import { pick, orderBy } from 'lodash';
 import moment from 'moment';
 
@@ -15,10 +15,15 @@ import { FormattedMessage } from '@kbn/i18n-react';
 import { DataView } from '@kbn/data-views-plugin/common';
 import { LogRateAnalysisContent, type LogRateAnalysisResultsData } from '@kbn/aiops-plugin/public';
 import { Rule } from '@kbn/alerting-plugin/common';
-import { CoPilotPrompt, TopAlert, useCoPilot } from '@kbn/observability-plugin/public';
+import { TopAlert } from '@kbn/observability-plugin/public';
+import {
+ ContextualInsight,
+ useObservabilityAIAssistant,
+ type Message,
+ MessageRole,
+} from '@kbn/observability-ai-assistant-plugin/public';
 import { QueryDslQueryContainer } from '@elastic/elasticsearch/lib/api/types';
 import { i18n } from '@kbn/i18n';
-import { CoPilotPromptId } from '@kbn/observability-plugin/common';
 import { ALERT_END } from '@kbn/rule-data-utils';
 import { Color, colorTransformer } from '../../../../../../common/color_palette';
 import { useKibanaContextForPlugin } from '../../../../../hooks/use_kibana';
@@ -169,9 +174,54 @@ export const LogRateAnalysis: FC<AlertDetailsLogRateAnalysisSectionProps> = ({ r
  setLogSpikeParams(significantFieldValues ? { significantFieldValues } : undefined);
  };
 
- const coPilotService = useCoPilot();
+ const aiAssistant = useObservabilityAIAssistant();
+
  const hasLogSpikeParams = logSpikeParams && logSpikeParams.significantFieldValues?.length > 0;
 
+ const messages = useMemo<Message[] | undefined>(() => {
+ if (!logSpikeParams) {
+ return undefined;
+ }
+ const header = 'Field name,Field value,Doc count,p-value';
+ const rows = logSpikeParams.significantFieldValues
+ .map((item) => Object.values(item).join(','))
+ .join('\n');
+
+ const content = `You are an observability expert using Elastic Observability Suite on call being consulted about a log threshold alert that got triggered by a spike of log messages. Your job is to take immediate action and proceed with both urgency and precision.
+ "Log Rate Analysis" is an AIOps feature that uses advanced statistical methods to identify reasons for increases in log rates. It makes it easy to find and investigate causes of unusual spikes by using the analysis workflow view.
+ You are using "Log Rate Analysis" and ran the statistical analysis on the log messages which occured during the alert.
+ You received the following analysis results from "Log Rate Analysis" which list statistically significant co-occuring field/value combinations sorted from most significant (lower p-values) to least significant (higher p-values) that contribute to the log messages spike:
+
+ ${header}
+ ${rows}
+
+ Based on the above analysis results and your observability expert knowledge, output the following:
+ Analyse the type of these logs and explain their usual purpose (1 paragraph).
+ Based on the type of these logs do a root cause analysis on why the field and value combinations from the anlaysis results are causing this spike in logs (2 parapraphs).
+ Recommend concrete remediations to resolve the root cause (3 bullet points).
+ Do not repeat the given instructions in your output.`;
+
+ const now = new Date().toString();
+
+ return [
+ {
+ '@timestamp': now,
+ message: {
+ role: MessageRole.System,
+ content: `You are logs-gpt, a helpful assistant for logs-based observability. Answer as
+ concisely as possible.`,
+ },
+ },
+ {
+ '@timestamp': now,
+ message: {
+ content,
+ role: MessageRole.User,
+ },
+ },
+ ];
+ }, [logSpikeParams]);
+
  if (!dataView || !esSearchQuery) return null;
 
  return (
@@ -215,15 +265,9 @@ export const LogRateAnalysis: FC<AlertDetailsLogRateAnalysisSectionProps> = ({ r
  </EuiFlexItem>
  </EuiFlexGroup>
  <EuiFlexGroup direction="column" gutterSize="m">
- {coPilotService?.isEnabled() && hasLogSpikeParams ? (
+ {aiAssistant.isEnabled() && hasLogSpikeParams ? (
  <EuiFlexItem grow={false}>
- <CoPilotPrompt
- coPilot={coPilotService}
- title={explainLogSpikeTitle}
- params={logSpikeParams}
- promptId={CoPilotPromptId.ExplainLogSpike}
- feedbackEnabled={false}
- />
+ <ContextualInsight title={explainLogSpikeTitle} messages={messages} />
  </EuiFlexItem>
  ) : null}
  </EuiFlexGroup>

x-pack/plugins/infra/public/alerting/log_threshold/components/alert_details_app_section/index.tsx

@@ -20,7 +20,7 @@ import { EuiTitle } from '@elastic/eui';
 import { i18n } from '@kbn/i18n';
 import { getPaddedAlertTimeRange } from '@kbn/observability-alert-details';
 import { get, identity } from 'lodash';
-import { CoPilotContextProvider } from '@kbn/observability-plugin/public';
+import { ObservabilityAIAssistantProvider } from '@kbn/observability-ai-assistant-plugin/public';
 import { useLogView } from '@kbn/logs-shared-plugin/public';
 import { useKibanaContextForPlugin } from '../../../../hooks/use_kibana';
 import {
@@ -44,7 +44,8 @@ const AlertDetailsAppSection = ({
  alert,
  setAlertSummaryFields,
 }: AlertDetailsAppSectionProps) => {
- const { observability, logsShared } = useKibanaContextForPlugin().services;
+ const { observability, logsShared, observabilityAIAssistant } =
+ useKibanaContextForPlugin().services;
  const theme = useTheme();
  const timeRange = getPaddedAlertTimeRange(alert.fields[ALERT_START]!, alert.fields[ALERT_END]);
  const alertEnd = alert.fields[ALERT_END] ? moment(alert.fields[ALERT_END]).valueOf() : undefined;
@@ -242,14 +243,14 @@ const AlertDetailsAppSection = ({
  };
 
  return (
- <CoPilotContextProvider value={observability.getCoPilotService()}>
+ <ObservabilityAIAssistantProvider value={observabilityAIAssistant}>
  <EuiFlexGroup direction="column" data-test-subj="logsThresholdAlertDetailsPage">
  {getLogRatioChart()}
  {getLogCountChart()}
  {getLogRateAnalysisSection()}
  {getLogsHistoryChart()}
  </EuiFlexGroup>
- </CoPilotContextProvider>
+ </ObservabilityAIAssistantProvider>
  );
 };
 

x-pack/plugins/infra/public/apps/common_providers.tsx

@@ -9,8 +9,10 @@ import { AppMountParameters, CoreStart } from '@kbn/core/public';
 import React from 'react';
 import { EuiThemeProvider } from '@kbn/kibana-react-plugin/common';
 import { KibanaContextProvider, KibanaThemeProvider } from '@kbn/kibana-react-plugin/public';
-import { CoPilotContextProvider } from '@kbn/observability-plugin/public';
-import { CoPilotService } from '@kbn/observability-plugin/public/typings/co_pilot';
+import {
+ ObservabilityAIAssistantProvider,
+ ObservabilityAIAssistantPluginStart,
+} from '@kbn/observability-ai-assistant-plugin/public';
 import { Storage } from '@kbn/kibana-utils-plugin/public';
 import { NavigationWarningPromptProvider } from '@kbn/observability-shared-plugin/public';
 import { TriggersAndActionsUIPublicPluginStart } from '@kbn/triggers-actions-ui-plugin/public';
@@ -24,13 +26,13 @@ export const CommonInfraProviders: React.FC<{
  appName: string;
  storage: Storage;
  triggersActionsUI: TriggersAndActionsUIPublicPluginStart;
- observabilityCopilot: CoPilotService;
+ observabilityAIAssistant: ObservabilityAIAssistantPluginStart;
  setHeaderActionMenu: AppMountParameters['setHeaderActionMenu'];
  theme$: AppMountParameters['theme$'];
 }> = ({
  children,
  triggersActionsUI,
- observabilityCopilot,
+ observabilityAIAssistant,
  setHeaderActionMenu,
  appName,
  storage,
@@ -42,11 +44,11 @@ export const CommonInfraProviders: React.FC<{
  <TriggersActionsProvider triggersActionsUI={triggersActionsUI}>
  <EuiThemeProvider darkMode={darkMode}>
  <DataUIProviders appName={appName} storage={storage}>
- <CoPilotContextProvider value={observabilityCopilot}>
+ <ObservabilityAIAssistantProvider value={observabilityAIAssistant}>
  <HeaderActionMenuProvider setHeaderActionMenu={setHeaderActionMenu} theme$={theme$}>
  <NavigationWarningPromptProvider>{children}</NavigationWarningPromptProvider>
  </HeaderActionMenuProvider>
- </CoPilotContextProvider>
+ </ObservabilityAIAssistantProvider>
  </DataUIProviders>
  </EuiThemeProvider>
  </TriggersActionsProvider>

x-pack/plugins/infra/public/apps/logs_app.tsx

@@ -67,7 +67,7 @@ const LogsApp: React.FC<{
  storage={storage}
  theme$={theme$}
  triggersActionsUI={plugins.triggersActionsUi}
- observabilityCopilot={plugins.observability.getCoPilotService()}
+ observabilityAIAssistant={plugins.observabilityAIAssistant}
  >
  <Router history={history}>
  <KbnUrlStateStorageFromRouterProvider

x-pack/plugins/infra/public/apps/metrics_app.tsx

@@ -71,7 +71,7 @@ const MetricsApp: React.FC<{
  storage={storage}
  theme$={theme$}
  triggersActionsUI={plugins.triggersActionsUi}
- observabilityCopilot={plugins.observability.getCoPilotService()}
+ observabilityAIAssistant={plugins.observabilityAIAssistant}
  >
  <SourceProvider sourceId="default">
  <Router history={history}>

x-pack/plugins/infra/public/components/asset_details/tabs/processes/processes_table.tsx

@@ -213,7 +213,7 @@ const ProcessesTableBody = ({ items, currentTime }: TableBodyProps) => (
  {column.render ? column.render(item[column.field], currentTime) : item[column.field]}
  </EuiTableRowCell>
  ));
- return <ProcessRow cells={cells} item={item} key={`row-${i}`} supportCopilot={true} />;
+ return <ProcessRow cells={cells} item={item} key={`row-${i}`} supportAIAssistant={true} />;
  })}
  </>
 );

x-pack/plugins/infra/public/pages/metrics/inventory_view/components/node_details/tabs/processes/process_row.tsx

@@ -22,34 +22,54 @@ import {
  EuiSpacer,
 } from '@elastic/eui';
 import { euiStyled } from '@kbn/kibana-react-plugin/common';
-import { useCoPilot, CoPilotPrompt } from '@kbn/observability-plugin/public';
-import { CoPilotPromptId } from '@kbn/observability-plugin/common';
 import useToggle from 'react-use/lib/useToggle';
+import {
+ useObservabilityAIAssistant,
+ type Message,
+ MessageRole,
+ ContextualInsight,
+} from '@kbn/observability-ai-assistant-plugin/public';
 import { Process } from './types';
 import { ProcessRowCharts } from './process_row_charts';
 
 interface Props {
  cells: React.ReactNode[];
  item: Process;
- supportCopilot?: boolean;
+ supportAIAssistant?: boolean;
 }
-export const CopilotProcessRow = ({ command }: { command: string }) => {
- const coPilotService = useCoPilot();
- const explainProcessParams = useMemo(() => {
- return command ? { command } : undefined;
+export const ContextualInsightProcessRow = ({ command }: { command: string }) => {
+ const aiAssistant = useObservabilityAIAssistant();
+ const explainProcessMessages = useMemo<Message[] | undefined>(() => {
+ if (!command) {
+ return undefined;
+ }
+ const now = new Date().toISOString();
+ return [
+ {
+ '@timestamp': now,
+ message: {
+ role: MessageRole.System,
+ content: '',
+ },
+ },
+ {
+ '@timestamp': now,
+ message: {
+ role: MessageRole.User,
+ content: '',
+ },
+ },
+ ];
  }, [command]);
  return (
  <>
- {coPilotService?.isEnabled() && explainProcessParams ? (
+ {aiAssistant.isEnabled() && explainProcessMessages ? (
  <EuiFlexGroup>
  <EuiFlexItem>
  <EuiFlexItem grow={false}>
- <CoPilotPrompt
- coPilot={coPilotService}
+ <ContextualInsight
  title={explainProcessMessageTitle}
- params={explainProcessParams}
- promptId={CoPilotPromptId.InfraExplainProcess}
- feedbackEnabled={true}
+ messages={explainProcessMessages}
  />
  </EuiFlexItem>
  </EuiFlexItem>
@@ -59,7 +79,7 @@ export const CopilotProcessRow = ({ command }: { command: string }) => {
  );
 };
 
-export const ProcessRow = ({ cells, item, supportCopilot = false }: Props) => {
+export const ProcessRow = ({ cells, item, supportAIAssistant = false }: Props) => {
  const [isExpanded, toggle] = useToggle(false);
 
  return (
@@ -135,7 +155,7 @@ export const ProcessRow = ({ cells, item, supportCopilot = false }: Props) => {
  </EuiFlexItem>
  <ProcessRowCharts command={item.command} />
  </EuiFlexGrid>
- {supportCopilot && <CopilotProcessRow command={item.command} />}
+ {supportAIAssistant && <ContextualInsightProcessRow command={item.command} />}
  </ExpandedRowDescriptionList>
  </ExpandedRowCell>
  )}

x-pack/plugins/infra/public/types.ts

@@ -44,6 +44,7 @@ import {
 } from '@kbn/logs-shared-plugin/public';
 import { FieldFormatsSetup, FieldFormatsStart } from '@kbn/field-formats-plugin/public';
 import { LicensingPluginSetup, LicensingPluginStart } from '@kbn/licensing-plugin/public';
+import { ObservabilityAIAssistantPluginStart } from '@kbn/observability-ai-assistant-plugin/public';
 import type { UnwrapPromise } from '../common/utility_types';
 import type {
  SourceProviderProps,
@@ -104,6 +105,7 @@ export interface InfraClientStartDeps {
  ml: MlPluginStart;
  observability: ObservabilityPublicStart;
  observabilityShared: ObservabilitySharedPluginStart;
+ observabilityAIAssistant: ObservabilityAIAssistantPluginStart;
  osquery?: unknown; // OsqueryPluginStart - can't be imported due to cyclic dependency;
  share: SharePluginStart;
  spaces: SpacesPluginStart;

x-pack/plugins/infra/tsconfig.json

@@ -61,6 +61,7 @@
  "@kbn/discover-plugin",
  "@kbn/observability-alert-details",
  "@kbn/observability-shared-plugin",
+ "@kbn/observability-ai-assistant-plugin",
  "@kbn/ui-theme",
  "@kbn/ml-anomaly-utils",
  "@kbn/aiops-plugin",

x-pack/plugins/logs_shared/kibana.jsonc

@@ -8,10 +8,9 @@
  "server": true,
  "browser": true,
  "configPath": ["xpack", "logs_shared"],
- "requiredPlugins": ["data", "dataViews", "usageCollection", "observabilityShared"],
+ "requiredPlugins": ["data", "dataViews", "usageCollection", "observabilityShared", "observabilityAIAssistant"],
  "optionalPlugins": ["observability"],
  "requiredBundles": [
- "observability",
  "kibanaUtils",
  "kibanaReact",
  ],