fix: cleanup

<!--A few plain bullets saying what changed and why, for a reviewer
skimming it - not a wall of text, not a restatement of the diff, not
generated boilerplate.-->
#### Description

- Moved channel specs to separate files under alert manager types
- Channel receivers are also moved the same file

<!--Reference issues using `Closes #issue-number` to enable automatic
closure on merge. -->
#### Issues closed by this PR
Closes
https://github.com/orgs/SigNoz/projects/34/views/26?pane=issue&itemId=252814150&issue=SigNoz%7Cpulse-pod%7C374

.github/workflows/integrationci.yaml

@@ -68,6 +68,7 @@ jobs:
           - semconvfamilies
           - serviceaccount
           - spanmapper
+          - tracedetail
           - querier_json_body
           - querier_skip_resource_fingerprint
           - ttl

docs/api/openapi.yml

@@ -1,5 +1,44 @@
 components:
   schemas:
+    AiobservabilitytypesMessage:
+      properties:
+        content:
+          items:
+            $ref: '#/components/schemas/AiobservabilitytypesPart'
+          type: array
+        finishReason:
+          type: string
+        role:
+          type: string
+      required:
+      - content
+      type: object
+    AiobservabilitytypesPart:
+      properties:
+        arguments: {}
+        content:
+          type: string
+        id:
+          type: string
+        isError:
+          type: boolean
+        name:
+          type: string
+        toolCallId:
+          type: string
+        type:
+          $ref: '#/components/schemas/AiobservabilitytypesPartType'
+      required:
+      - type
+      type: object
+    AiobservabilitytypesPartType:
+      enum:
+      - text
+      - thinking
+      - tool_call
+      - tool_result
+      - generic
+      type: string
     AlertmanagertypesChannel:
       properties:
         createdAt:
@@ -9647,6 +9686,17 @@ components:
       required:
       - aggregations
       type: object
+    SpantypesGettableTraceThread:
+      properties:
+        nextCursor:
+          type: string
+        spans:
+          items:
+            $ref: '#/components/schemas/SpantypesThreadSpan'
+          type: array
+      required:
+      - spans
+      type: object
     SpantypesGettableWaterfallTrace:
       properties:
         endTimestampMillis:
@@ -9961,6 +10011,92 @@ components:
           nullable: true
           type: object
       type: object
+    SpantypesThreadSpan:
+      properties:
+        attributes:
+          additionalProperties: {}
+          nullable: true
+          type: object
+        db_name:
+          type: string
+        db_operation:
+          type: string
+        duration_nano:
+          minimum: 0
+          type: integer
+        events:
+          items:
+            $ref: '#/components/schemas/SpantypesEvent'
+          nullable: true
+          type: array
+        external_http_method:
+          type: string
+        external_http_url:
+          type: string
+        flags:
+          minimum: 0
+          type: integer
+        formatted_input:
+          items:
+            $ref: '#/components/schemas/AiobservabilitytypesMessage'
+          type: array
+        formatted_output:
+          items:
+            $ref: '#/components/schemas/AiobservabilitytypesMessage'
+          type: array
+        has_children:
+          type: boolean
+        has_error:
+          type: boolean
+        http_host:
+          type: string
+        http_method:
+          type: string
+        http_url:
+          type: string
+        is_remote:
+          type: string
+        kind_string:
+          type: string
+        level:
+          minimum: 0
+          type: integer
+        name:
+          type: string
+        parent_span_id:
+          type: string
+        references:
+          items:
+            $ref: '#/components/schemas/SpantypesOtelSpanRef'
+          type: array
+        resource:
+          additionalProperties:
+            type: string
+          nullable: true
+          type: object
+        response_status_code:
+          type: string
+        span_id:
+          type: string
+        status_code:
+          type: integer
+        status_code_string:
+          type: string
+        status_message:
+          type: string
+        sub_tree_node_count:
+          minimum: 0
+          type: integer
+        time_unix:
+          minimum: 0
+          type: integer
+        trace_id:
+          type: string
+        trace_state:
+          type: string
+      required:
+      - references
+      type: object
     SpantypesUpdatableSpanMapper:
       properties:
         config:
@@ -15685,6 +15821,81 @@ paths:
       tags:
       - tracedetail
       x-signoz-stability: alpha
+  /api/v1/traces/{traceID}/thread:
+    get:
+      deprecated: false
+      description: Returns the spans carrying gen_ai input or output messages in timestamp
+        order, each with the messages normalised into formatted_input and formatted_output.
+        Pages are fetched with the returned nextCursor.
+      operationId: GetTraceThread
+      parameters:
+      - in: query
+        name: limit
+        schema:
+          type: integer
+      - in: query
+        name: cursor
+        schema:
+          type: string
+      - in: path
+        name: traceID
+        required: true
+        schema:
+          type: string
+      responses:
+        "200":
+          content:
+            application/json:
+              schema:
+                properties:
+                  data:
+                    $ref: '#/components/schemas/SpantypesGettableTraceThread'
+                  status:
+                    type: string
+                required:
+                - status
+                - data
+                type: object
+          description: OK
+        "400":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Bad Request
+        "401":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Unauthorized
+        "403":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Forbidden
+        "404":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Not Found
+        "500":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Internal Server Error
+      security:
+      - api_key:
+        - VIEWER
+      - tokenizer:
+        - VIEWER
+      summary: Get thread view for a trace
+      tags:
+      - tracedetail
+      x-signoz-stability: alpha
   /api/v1/user/me:
     get:
       deprecated: true

frontend/src/AppRoutes/index.tsx

@@ -12,14 +12,13 @@ import { CmdKPalette } from 'components/cmdKPalette/cmdKPalette';
 import NotFound from 'components/NotFound';
 import { ShiftHoldOverlayController } from 'components/ShiftOverlay/ShiftHoldOverlayController';
 import Spinner from 'components/Spinner';
+import { FeatureKeys } from 'constants/features';
 import { LOCALSTORAGE } from 'constants/localStorage';
 import ROUTES from 'constants/routes';
 import AppLayout from 'container/AppLayout';
 import Hex from 'crypto-js/enc-hex';
 import HmacSHA256 from 'crypto-js/hmac-sha256';
 import { useIsAIAssistantEnabled } from 'hooks/useIsAIAssistantEnabled';
-import { useSavedViewEnabled } from 'hooks/useSavedViewEnabled';
-import { ChatSupportState, useChatSupport } from 'hooks/useChatSupport';
 import { useIsDarkMode } from 'hooks/useDarkMode';
 import { useGetTenantLicense } from 'hooks/useGetTenantLicense';
 import { StatusCodes } from 'http-status-codes';
@@ -59,6 +58,7 @@ function App(): JSX.Element {
 		isFetchingActiveLicense,
 		activeLicenseFetchError,
 		userFetchError,
+		featureFlagsFetchError,
 		isLoggedIn: isLoggedInState,
 		featureFlags,
 		org,
@@ -66,8 +66,6 @@ function App(): JSX.Element {
 	} = useAppContext();
 	const [routes, setRoutes] = useState<AppRoutes[]>(defaultRoutes);
 	const isAIAssistantEnabled = useIsAIAssistantEnabled();
-	const isSavedViewEnabled = useSavedViewEnabled();
-	const chatSupport = useChatSupport();
 
 	const { hostname } = window.location;
 	const [pathname, setPathname] = useState(history.location.pathname);
@@ -255,9 +253,7 @@ function App(): JSX.Element {
 	}, [isDarkMode]);
 
 	useEffect(() => {
-		// The bottom strip carries Support, so the floating bubble goes entirely.
 		if (
-			isSavedViewEnabled ||
 			pathname === ROUTES.ONBOARDING ||
 			pathname.startsWith('/public/dashboard/') ||
 			pathname === '/ai-assistant' ||
@@ -267,32 +263,71 @@ function App(): JSX.Element {
 		} else {
 			window.Pylon?.('showChatBubble');
 		}
-	}, [pathname, isSavedViewEnabled]);
+	}, [pathname]);
 
-	// Identity for the Pylon widget. Whether this user gets Pylon at all is
-	// `useChatSupport`'s call — this only fills in who they are.
+	// eslint-disable-next-line sonarjs/cognitive-complexity
 	useEffect(() => {
-		if (chatSupport !== ChatSupportState.Pylon) {
-			return;
+		// feature flag shouldn't be loading and featureFlags or fetchError any one of this should be true indicating that req is complete
+		// licenses should also be present. there is no check for licenses for loading and error as that is mandatory if not present then routing
+		// to something went wrong which would ideally need a reload.
+		if (
+			!isFetchingFeatureFlags &&
+			(featureFlags || featureFlagsFetchError) &&
+			activeLicense &&
+			trialInfo
+		) {
+			let isChatSupportEnabled = false;
+			let isPremiumSupportEnabled = false;
+			if (featureFlags && featureFlags.length > 0) {
+				isChatSupportEnabled =
+					featureFlags.find((flag) => flag.name === FeatureKeys.CHAT_SUPPORT)
+						?.active || false;
+
+				isPremiumSupportEnabled =
+					featureFlags.find((flag) => flag.name === FeatureKeys.PREMIUM_SUPPORT)
+						?.active || false;
+			}
+			const showAddCreditCardModal =
+				!isPremiumSupportEnabled && !trialInfo?.trialConvertedToSubscription;
+
+			if (
+				isLoggedInState &&
+				isChatSupportEnabled &&
+				!showAddCreditCardModal &&
+				(isCloudUser || isEnterpriseSelfHostedUser) &&
+				window.signozBootData?.settings?.pylon?.enabled
+			) {
+				const email = user.email || '';
+				const secret = window.signozBootData?.settings?.pylon?.identitySecret || '';
+				let emailHash = '';
+
+				if (email && secret) {
+					emailHash = HmacSHA256(email, Hex.parse(secret)).toString(Hex);
+				}
+
+				window.pylon = {
+					chat_settings: {
+						app_id: window.signozBootData?.settings?.pylon?.appId,
+						email: user.email,
+						name: user.displayName || user.email,
+						email_hash: emailHash,
+					},
+				};
+			}
 		}
-
-		const email = user.email || '';
-		const secret = window.signozBootData?.settings?.pylon?.identitySecret || '';
-		let emailHash = '';
-
-		if (email && secret) {
-			emailHash = HmacSHA256(email, Hex.parse(secret)).toString(Hex);
-		}
-
-		window.pylon = {
-			chat_settings: {
-				app_id: window.signozBootData?.settings?.pylon?.appId,
-				email: user.email,
-				name: user.displayName || user.email,
-				email_hash: emailHash,
-			},
-		};
-	}, [chatSupport, user]);
+	}, [
+		isLoggedInState,
+		user,
+		pathname,
+		trialInfo?.trialConvertedToSubscription,
+		featureFlags,
+		isFetchingFeatureFlags,
+		featureFlagsFetchError,
+		activeLicense,
+		trialInfo,
+		isCloudUser,
+		isEnterpriseSelfHostedUser,
+	]);
 
 	useEffect(() => {
 		if (!isFetchingUser && isCloudUser && user && user.email) {

frontend/src/api/generated/services/sigNoz.schemas.ts

@@ -4,6 +4,53 @@
  * * regenerate with 'pnpm generate:api'
  * SigNoz
  */
+export enum AiobservabilitytypesPartTypeDTO {
+	text = 'text',
+	thinking = 'thinking',
+	tool_call = 'tool_call',
+	tool_result = 'tool_result',
+	generic = 'generic',
+}
+export interface AiobservabilitytypesPartDTO {
+	arguments?: unknown;
+	/**
+	 * @type string
+	 */
+	content?: string;
+	/**
+	 * @type string
+	 */
+	id?: string;
+	/**
+	 * @type boolean
+	 */
+	isError?: boolean;
+	/**
+	 * @type string
+	 */
+	name?: string;
+	/**
+	 * @type string
+	 */
+	toolCallId?: string;
+	type: AiobservabilitytypesPartTypeDTO;
+}
+
+export interface AiobservabilitytypesMessageDTO {
+	/**
+	 * @type array
+	 */
+	content: AiobservabilitytypesPartDTO[];
+	/**
+	 * @type string
+	 */
+	finishReason?: string;
+	/**
+	 * @type string
+	 */
+	role?: string;
+}
+
 export interface AlertmanagertypesChannelDTO {
 	/**
 	 * @type string
@@ -11142,6 +11189,165 @@ export interface SpantypesOtelSpanRefDTO {
 	traceId?: string;
 }
 
+export type SpantypesThreadSpanDTOAttributesAnyOf = { [key: string]: unknown };
+
+/**
+ * @nullable
+ */
+export type SpantypesThreadSpanDTOAttributes =
+	SpantypesThreadSpanDTOAttributesAnyOf | null;
+
+export type SpantypesThreadSpanDTOResourceAnyOf = { [key: string]: string };
+
+/**
+ * @nullable
+ */
+export type SpantypesThreadSpanDTOResource =
+	SpantypesThreadSpanDTOResourceAnyOf | null;
+
+export interface SpantypesThreadSpanDTO {
+	/**
+	 * @type object,null
+	 */
+	attributes?: SpantypesThreadSpanDTOAttributes;
+	/**
+	 * @type string
+	 */
+	db_name?: string;
+	/**
+	 * @type string
+	 */
+	db_operation?: string;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	duration_nano?: number;
+	/**
+	 * @type array,null
+	 */
+	events?: SpantypesEventDTO[] | null;
+	/**
+	 * @type string
+	 */
+	external_http_method?: string;
+	/**
+	 * @type string
+	 */
+	external_http_url?: string;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	flags?: number;
+	/**
+	 * @type array
+	 */
+	formatted_input?: AiobservabilitytypesMessageDTO[];
+	/**
+	 * @type array
+	 */
+	formatted_output?: AiobservabilitytypesMessageDTO[];
+	/**
+	 * @type boolean
+	 */
+	has_children?: boolean;
+	/**
+	 * @type boolean
+	 */
+	has_error?: boolean;
+	/**
+	 * @type string
+	 */
+	http_host?: string;
+	/**
+	 * @type string
+	 */
+	http_method?: string;
+	/**
+	 * @type string
+	 */
+	http_url?: string;
+	/**
+	 * @type string
+	 */
+	is_remote?: string;
+	/**
+	 * @type string
+	 */
+	kind_string?: string;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	level?: number;
+	/**
+	 * @type string
+	 */
+	name?: string;
+	/**
+	 * @type string
+	 */
+	parent_span_id?: string;
+	/**
+	 * @type array
+	 */
+	references: SpantypesOtelSpanRefDTO[];
+	/**
+	 * @type object,null
+	 */
+	resource?: SpantypesThreadSpanDTOResource;
+	/**
+	 * @type string
+	 */
+	response_status_code?: string;
+	/**
+	 * @type string
+	 */
+	span_id?: string;
+	/**
+	 * @type integer
+	 */
+	status_code?: number;
+	/**
+	 * @type string
+	 */
+	status_code_string?: string;
+	/**
+	 * @type string
+	 */
+	status_message?: string;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	sub_tree_node_count?: number;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	time_unix?: number;
+	/**
+	 * @type string
+	 */
+	trace_id?: string;
+	/**
+	 * @type string
+	 */
+	trace_state?: string;
+}
+
+export interface SpantypesGettableTraceThreadDTO {
+	/**
+	 * @type string
+	 */
+	nextCursor?: string;
+	/**
+	 * @type array
+	 */
+	spans: SpantypesThreadSpanDTO[];
+}
+
 export type SpantypesWaterfallSpanDTOAttributesAnyOf = {
 	[key: string]: unknown;
 };
@@ -12815,6 +13021,30 @@ export type GetTraceAggregations200 = {
 	status: string;
 };
 
+export type GetTraceThreadPathParameters = {
+	traceID: string;
+};
+export type GetTraceThreadParams = {
+	/**
+	 * @type integer
+	 * @description undefined
+	 */
+	limit?: number;
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	cursor?: string;
+};
+
+export type GetTraceThread200 = {
+	data: SpantypesGettableTraceThreadDTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
 export type ListUserPreferences200 = {
 	/**
 	 * @type array

frontend/src/api/generated/services/tracedetail/index.ts

@@ -4,11 +4,17 @@
  * * regenerate with 'pnpm generate:api'
  * SigNoz
  */
-import { useMutation } from 'react-query';
+import { useMutation, useQuery } from 'react-query';
 import type {
+	InvalidateOptions,
 	MutationFunction,
+	QueryClient,
+	QueryFunction,
+	QueryKey,
 	UseMutationOptions,
 	UseMutationResult,
+	UseQueryOptions,
+	UseQueryResult,
 } from 'react-query';
 
 import type {
@@ -16,6 +22,9 @@ import type {
 	GetFlamegraphPathParameters,
 	GetTraceAggregations200,
 	GetTraceAggregationsPathParameters,
+	GetTraceThread200,
+	GetTraceThreadParams,
+	GetTraceThreadPathParameters,
 	GetWaterfallV4200,
 	GetWaterfallV4PathParameters,
 	RenderErrorResponseDTO,
@@ -27,6 +36,26 @@ import type {
 import { GeneratedAPIInstance } from '../../../generatedAPIInstance';
 import type { ErrorType, BodyType } from '../../../generatedAPIInstance';
 
+const withQueryKey = <T extends object, K>(
+	query: T,
+	queryKey: K,
+): T & { queryKey: K } => {
+	const result = { queryKey } as T & { queryKey: K };
+	for (const key of Object.keys(query)) {
+		// The explicit queryKey always wins, matching the previous
+		// `{ ...query, queryKey }` spread where it was set last.
+		if (key === 'queryKey') {
+			continue;
+		}
+		Object.defineProperty(result, key, {
+			enumerable: true,
+			configurable: true,
+			get: () => (query as Record<string, unknown>)[key],
+		});
+	}
+	return result;
+};
+
 /**
  * Computes span aggregations grouped by requested field.
  * @summary Get aggregations for a trace
@@ -127,6 +156,121 @@ export const useGetTraceAggregations = <
 > => {
 	return useMutation(getGetTraceAggregationsMutationOptions(options));
 };
+/**
+ * Returns the spans carrying gen_ai input or output messages in timestamp order, each with the messages normalised into formatted_input and formatted_output. Pages are fetched with the returned nextCursor.
+ * @summary Get thread view for a trace
+ */
+export const getTraceThread = (
+	{ traceID }: GetTraceThreadPathParameters,
+	params?: GetTraceThreadParams,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<GetTraceThread200>({
+		url: `/api/v1/traces/${traceID}/thread`,
+		method: 'GET',
+		params,
+		signal,
+	});
+};
+
+export const getGetTraceThreadQueryKey = (
+	{ traceID }: GetTraceThreadPathParameters,
+	params?: GetTraceThreadParams,
+) => {
+	return [
+		`/api/v1/traces/${traceID}/thread`,
+		...(params ? [params] : []),
+	] as const;
+};
+
+export const getGetTraceThreadQueryOptions = <
+	TData = Awaited<ReturnType<typeof getTraceThread>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	{ traceID }: GetTraceThreadPathParameters,
+	params?: GetTraceThreadParams,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getTraceThread>>,
+			TError,
+			TData
+		>;
+	},
+) => {
+	const { query: queryOptions } = options ?? {};
+
+	const queryKey =
+		queryOptions?.queryKey ?? getGetTraceThreadQueryKey({ traceID }, params);
+
+	const queryFn: QueryFunction<Awaited<ReturnType<typeof getTraceThread>>> = ({
+		signal,
+	}) => getTraceThread({ traceID }, params, signal);
+
+	return {
+		queryKey,
+		queryFn,
+		enabled: traceID !== null && traceID !== undefined,
+		...queryOptions,
+	} as UseQueryOptions<
+		Awaited<ReturnType<typeof getTraceThread>>,
+		TError,
+		TData
+	> & { queryKey: QueryKey };
+};
+
+export type GetTraceThreadQueryResult = NonNullable<
+	Awaited<ReturnType<typeof getTraceThread>>
+>;
+export type GetTraceThreadQueryError = ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Get thread view for a trace
+ */
+
+export function useGetTraceThread<
+	TData = Awaited<ReturnType<typeof getTraceThread>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	{ traceID }: GetTraceThreadPathParameters,
+	params?: GetTraceThreadParams,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getTraceThread>>,
+			TError,
+			TData
+		>;
+	},
+): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
+	const queryOptions = getGetTraceThreadQueryOptions(
+		{ traceID },
+		params,
+		options,
+	);
+
+	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
+		queryKey: QueryKey;
+	};
+
+	return withQueryKey(query, queryOptions.queryKey);
+}
+
+/**
+ * @summary Get thread view for a trace
+ */
+export const invalidateGetTraceThread = async (
+	queryClient: QueryClient,
+	{ traceID }: GetTraceThreadPathParameters,
+	params?: GetTraceThreadParams,
+	options?: InvalidateOptions,
+): Promise<QueryClient> => {
+	await queryClient.invalidateQueries(
+		{ queryKey: getGetTraceThreadQueryKey({ traceID }, params) },
+		options,
+	);
+
+	return queryClient;
+};
+
 /**
  * Returns the flamegraph view of spans for a given trace ID.
  * @summary Get flamegraph view for a trace

frontend/src/components/AddCreditCardModal/AddCreditCardModal.tsx

@@ -1,103 +0,0 @@
-import { useMutation } from 'react-query';
-import { Button, Modal } from 'antd';
-import { Typography } from '@signozhq/ui/typography';
-import { createSubscription } from 'api/generated/services/subscriptions';
-import type { CreateSubscription201 } from 'api/generated/services/sigNoz.schemas';
-import { useNotifications } from 'hooks/useNotifications';
-import AuthZTooltip from 'lib/authz/components/AuthZTooltip/AuthZTooltip';
-import { SubscriptionCreatePermission } from 'lib/authz/hooks/useAuthZ/permissions/subscription.permissions';
-import { CreditCard, X } from '@signozhq/icons';
-import APIError from 'types/api/error';
-import { getBaseUrl } from 'utils/basePath';
-
-interface AddCreditCardModalProps {
-	open: boolean;
-	onClose: () => void;
-	onAddCreditCard?: () => void;
-}
-
-/**
- * Shown to trial users who have not added a card, in place of chat support.
- * Submitting creates the subscription and opens the returned billing URL.
- */
-function AddCreditCardModal({
-	open,
-	onClose,
-	onAddCreditCard,
-}: AddCreditCardModalProps): JSX.Element {
-	const { notifications } = useNotifications();
-
-	const handleBillingOnSuccess = (data: CreateSubscription201): void => {
-		if (data?.data?.redirectURL) {
-			const newTab = document.createElement('a');
-			newTab.href = data.data.redirectURL;
-			newTab.target = '_blank';
-			newTab.rel = 'noopener noreferrer';
-			newTab.click();
-		}
-	};
-
-	const handleBillingOnError = (error: APIError): void => {
-		notifications.error({
-			message: error.getErrorCode(),
-			description: error.getErrorMessage(),
-		});
-	};
-
-	const { mutate: updateCreditCard, isLoading: isLoadingBilling } = useMutation(
-		createSubscription,
-		{ onSuccess: handleBillingOnSuccess, onError: handleBillingOnError },
-	);
-
-	const handleAddCreditCard = (): void => {
-		onAddCreditCard?.();
-		updateCreditCard({ url: getBaseUrl() });
-	};
-
-	return (
-		<Modal
-			className="add-credit-card-modal"
-			title={<span className="title">Add Credit Card for Chat Support</span>}
-			open={open}
-			closable
-			onCancel={onClose}
-			destroyOnClose
-			footer={[
-				<Button
-					key="cancel"
-					onClick={onClose}
-					className="cancel-btn"
-					icon={<X size={16} />}
-				>
-					Cancel
-				</Button>,
-				<AuthZTooltip
-					key="submit"
-					checks={[SubscriptionCreatePermission]}
-					withPortal={false}
-				>
-					<Button
-						type="primary"
-						icon={<CreditCard size={16} />}
-						size="middle"
-						loading={isLoadingBilling}
-						disabled={isLoadingBilling}
-						onClick={handleAddCreditCard}
-						className="add-credit-card-btn"
-					>
-						Add Credit Card
-					</Button>
-				</AuthZTooltip>,
-			]}
-		>
-			<Typography.Text className="add-credit-card-text">
-				You&apos;re currently on <span className="highlight-text">Trial plan</span>.
-				Add a credit card to access SigNoz chat support to your workspace.
-			</Typography.Text>
-		</Modal>
-	);
-}
-
-AddCreditCardModal.defaultProps = { onAddCreditCard: undefined };
-
-export default AddCreditCardModal;

frontend/src/components/AddCreditCardModal/stories/AddCreditCardModal.stories.mocks.tsx

@@ -1,9 +0,0 @@
-import { rest } from 'msw';
-
-const SUBSCRIPTIONS = 'http://localhost/api/v1/subscriptions';
-
-export const createSubscriptionHandlers = [
-	rest.post(SUBSCRIPTIONS, (_req, res, ctx) =>
-		res(ctx.status(200), ctx.json({ data: { redirectURL: '' } })),
-	),
-];

frontend/src/components/AddCreditCardModal/stories/AddCreditCardModal.stories.tsx

@@ -1,54 +0,0 @@
-import { useState } from 'react';
-import type { Meta, StoryObj } from '@storybook/react-vite';
-import { Button } from '@signozhq/ui/button';
-import { screen, userEvent, within } from 'storybook/test';
-
-import { withCanvas } from '@/storybook/decorators/withCanvas';
-
-import { createSubscriptionHandlers } from './AddCreditCardModal.stories.mocks';
-
-import AddCreditCardModal from '../AddCreditCardModal';
-
-/** Stands in for the surfaces that open it: the strip's Support button, and
- * `LaunchChatSupport` in the custom domain and onboarding flows. */
-function ModalFixture(): JSX.Element {
-	const [open, setOpen] = useState(false);
-
-	return (
-		<>
-			<Button
-				data-testid="open-add-credit-card"
-				onClick={(): void => setOpen(true)}
-			>
-				Contact support
-			</Button>
-			<AddCreditCardModal open={open} onClose={(): void => setOpen(false)} />
-		</>
-	);
-}
-
-const meta = {
-	title: 'Components/Add Credit Card Modal',
-	component: ModalFixture,
-	tags: ['play'],
-	decorators: [withCanvas({ maxWidth: 400 })],
-	parameters: {
-		msw: { handlers: createSubscriptionHandlers },
-	},
-} satisfies Meta<typeof ModalFixture>;
-
-export default meta;
-
-type Story = StoryObj<typeof meta>;
-
-/** What a trial user without a card sees in place of chat support. */
-export const Default: Story = {
-	play: async ({ canvasElement }): Promise<void> => {
-		await userEvent.click(
-			within(canvasElement).getByTestId('open-add-credit-card'),
-		);
-		await screen.findByRole('dialog', {
-			name: /Add Credit Card for Chat Support/i,
-		});
-	},
-};

frontend/src/components/ChatSupportGateway/ChatSupportGateway.tsx

@@ -1,15 +1,63 @@
 import { useState } from 'react';
+import { useMutation } from 'react-query';
 import { useLocation } from 'react-router-dom';
-import { Button } from 'antd';
-import AddCreditCardModal from 'components/AddCreditCardModal/AddCreditCardModal';
+import { Button, Modal } from 'antd';
+import { Typography } from '@signozhq/ui/typography';
 import logEvent from 'api/common/logEvent';
-import { MessageSquareText } from '@signozhq/icons';
+import { createSubscription } from 'api/generated/services/subscriptions';
+import type { CreateSubscription201 } from 'api/generated/services/sigNoz.schemas';
+import { useNotifications } from 'hooks/useNotifications';
+import AuthZTooltip from 'lib/authz/components/AuthZTooltip/AuthZTooltip';
+import { SubscriptionCreatePermission } from 'lib/authz/hooks/useAuthZ/permissions/subscription.permissions';
+import { CreditCard, MessageSquareText, X } from '@signozhq/icons';
+import APIError from 'types/api/error';
+import { getBaseUrl } from 'utils/basePath';
 
 export default function ChatSupportGateway(): JSX.Element {
+	const { notifications } = useNotifications();
+
 	const [isAddCreditCardModalOpen, setIsAddCreditCardModalOpen] =
 		useState(false);
+
+	const handleBillingOnSuccess = (data: CreateSubscription201): void => {
+		if (data?.data?.redirectURL) {
+			const newTab = document.createElement('a');
+			newTab.href = data.data.redirectURL;
+			newTab.target = '_blank';
+			newTab.rel = 'noopener noreferrer';
+			newTab.click();
+		}
+	};
+
+	const handleBillingOnError = (error: APIError): void => {
+		notifications.error({
+			message: error.getErrorCode(),
+			description: error.getErrorMessage(),
+		});
+	};
+
+	const { mutate: updateCreditCard, isLoading: isLoadingBilling } = useMutation(
+		createSubscription,
+		{
+			onSuccess: (data) => {
+				handleBillingOnSuccess(data);
+			},
+			onError: handleBillingOnError,
+		},
+	);
 	const { pathname } = useLocation();
 
+	const handleAddCreditCard = (): void => {
+		logEvent('Add Credit card modal: Clicked', {
+			source: `chat support icon`,
+			page: pathname,
+		});
+
+		updateCreditCard({
+			url: getBaseUrl(),
+		});
+	};
+
 	return (
 		<>
 			<div className="chat-support-gateway">
@@ -28,16 +76,47 @@ export default function ChatSupportGateway(): JSX.Element {
 				</Button>
 			</div>
 
-			<AddCreditCardModal
+			{/* Add Credit Card Modal */}
+			<Modal
+				className="add-credit-card-modal"
+				title={<span className="title">Add Credit Card for Chat Support</span>}
 				open={isAddCreditCardModalOpen}
-				onClose={(): void => setIsAddCreditCardModalOpen(false)}
-				onAddCreditCard={(): void => {
-					logEvent('Add Credit card modal: Clicked', {
-						source: `chat support icon`,
-						page: pathname,
-					});
-				}}
-			/>
+				closable
+				onCancel={(): void => setIsAddCreditCardModalOpen(false)}
+				destroyOnClose
+				footer={[
+					<Button
+						key="cancel"
+						onClick={(): void => setIsAddCreditCardModalOpen(false)}
+						className="cancel-btn"
+						icon={<X size={16} />}
+					>
+						Cancel
+					</Button>,
+					<AuthZTooltip
+						key="submit"
+						checks={[SubscriptionCreatePermission]}
+						withPortal={false}
+					>
+						<Button
+							type="primary"
+							icon={<CreditCard size={16} />}
+							size="middle"
+							loading={isLoadingBilling}
+							disabled={isLoadingBilling}
+							onClick={handleAddCreditCard}
+							className="add-credit-card-btn"
+						>
+							Add Credit Card
+						</Button>
+					</AuthZTooltip>,
+				]}
+			>
+				<Typography.Text className="add-credit-card-text">
+					You&apos;re currently on <span className="highlight-text">Trial plan</span>
+					. Add a credit card to access SigNoz chat support to your workspace.
+				</Typography.Text>
+			</Modal>
 		</>
 	);
 }

frontend/src/components/LaunchChatSupport/LaunchChatSupport.tsx

@@ -1,14 +1,22 @@
 import { useMemo, useState } from 'react';
+import { useMutation } from 'react-query';
 import { useLocation } from 'react-router-dom';
-import { Button, Tooltip } from 'antd';
-import AddCreditCardModal from 'components/AddCreditCardModal/AddCreditCardModal';
+import { Button, Modal, Tooltip } from 'antd';
+import { Typography } from '@signozhq/ui/typography';
 import logEvent from 'api/common/logEvent';
+import { createSubscription } from 'api/generated/services/subscriptions';
+import type { CreateSubscription201 } from 'api/generated/services/sigNoz.schemas';
 import cx from 'classnames';
 import { FeatureKeys } from 'constants/features';
 import { useGetTenantLicense } from 'hooks/useGetTenantLicense';
+import { useNotifications } from 'hooks/useNotifications';
+import AuthZTooltip from 'lib/authz/components/AuthZTooltip/AuthZTooltip';
+import { SubscriptionCreatePermission } from 'lib/authz/hooks/useAuthZ/permissions/subscription.permissions';
 import { defaultTo } from 'lodash-es';
-import { CircleHelp } from '@signozhq/icons';
+import { CircleHelp, CreditCard, X } from '@signozhq/icons';
 import { useAppContext } from 'providers/App/App';
+import APIError from 'types/api/error';
+import { getBaseUrl } from 'utils/basePath';
 
 import './LaunchChatSupport.styles.scss';
 
@@ -33,6 +41,7 @@ function LaunchChatSupport({
 	chatMessageDisabled = false,
 }: LaunchChatSupportProps): JSX.Element | null {
 	const { isCloudUser: isCloudUserVal } = useGetTenantLicense();
+	const { notifications } = useNotifications();
 	const {
 		trialInfo,
 		featureFlags,
@@ -110,12 +119,43 @@ function LaunchChatSupport({
 		}
 	};
 
+	const handleBillingOnSuccess = (data: CreateSubscription201): void => {
+		if (data?.data?.redirectURL) {
+			const newTab = document.createElement('a');
+			newTab.href = data.data.redirectURL;
+			newTab.target = '_blank';
+			newTab.rel = 'noopener noreferrer';
+			newTab.click();
+		}
+	};
+
+	const handleBillingOnError = (error: APIError): void => {
+		notifications.error({
+			message: error.getErrorCode(),
+			description: error.getErrorMessage(),
+		});
+	};
+
+	const { mutate: updateCreditCard, isLoading: isLoadingBilling } = useMutation(
+		createSubscription,
+		{
+			onSuccess: (data) => {
+				handleBillingOnSuccess(data);
+			},
+			onError: handleBillingOnError,
+		},
+	);
+
 	const handleAddCreditCard = (): void => {
 		logEvent('Add Credit card modal: Clicked', {
 			source: `facing issues button`,
 			page: pathname,
 			...attributes,
 		});
+
+		updateCreditCard({
+			url: getBaseUrl(),
+		});
 	};
 
 	return isCloudUserVal && isChatSupportEnabled ? ( // Note: we would need to move this condition to license based in future
@@ -135,11 +175,47 @@ function LaunchChatSupport({
 				</Button>
 			</Tooltip>
 
-			<AddCreditCardModal
+			{/* Add Credit Card Modal */}
+			<Modal
+				className="add-credit-card-modal"
+				title={<span className="title">Add Credit Card for Chat Support</span>}
 				open={isAddCreditCardModalOpen}
-				onClose={(): void => setIsAddCreditCardModalOpen(false)}
-				onAddCreditCard={handleAddCreditCard}
-			/>
+				closable
+				onCancel={(): void => setIsAddCreditCardModalOpen(false)}
+				destroyOnClose
+				footer={[
+					<Button
+						key="cancel"
+						onClick={(): void => setIsAddCreditCardModalOpen(false)}
+						className="cancel-btn"
+						icon={<X size={16} />}
+					>
+						Cancel
+					</Button>,
+					<AuthZTooltip
+						key="submit"
+						checks={[SubscriptionCreatePermission]}
+						withPortal={false}
+					>
+						<Button
+							type="primary"
+							icon={<CreditCard size={16} />}
+							size="middle"
+							loading={isLoadingBilling}
+							disabled={isLoadingBilling}
+							onClick={handleAddCreditCard}
+							className="add-credit-card-btn"
+						>
+							Add Credit Card
+						</Button>
+					</AuthZTooltip>,
+				]}
+			>
+				<Typography.Text className="add-credit-card-text">
+					You&apos;re currently on <span className="highlight-text">Trial plan</span>
+					. Add a credit card to access SigNoz chat support to your workspace.
+				</Typography.Text>
+			</Modal>
 		</div>
 	) : null;
 }

frontend/src/container/AppLayout/index.tsx

@@ -885,7 +885,7 @@ function AppLayout(props: AppLayoutProps): JSX.Element {
 					)}
 				</Flex>
 
-				{showAddCreditCardModal && !isSavedViewEnabled && <ChatSupportGateway />}
+				{showAddCreditCardModal && <ChatSupportGateway />}
 				{showChangelogModal && changelog && (
 					<ChangelogModal changelog={changelog} onClose={toggleChangelogModal} />
 				)}

frontend/src/container/BottomStrip/AskNoz/AskNoz.module.scss

@@ -1,36 +0,0 @@
-.askNoz {
-	display: flex;
-	align-items: center;
-	flex-shrink: 0;
-}
-
-.badge {
-	flex-shrink: 0;
-	display: inline-flex;
-	line-height: 0;
-	color: var(--accent-primary);
-}
-
-.pulseDot {
-	position: relative;
-	display: inline-flex;
-	align-items: center;
-	justify-content: center;
-	line-height: 0;
-	animation: askNozDotPulse 1.5s ease-in-out infinite;
-	transform: scale(0.8);
-	margin-right: -12px;
-}
-
-@keyframes askNozDotPulse {
-	0%,
-	100% {
-		opacity: 1;
-		transform: scale(1);
-	}
-
-	50% {
-		opacity: 0.35;
-		transform: scale(0.82);
-	}
-}

frontend/src/container/BottomStrip/AskNoz/AskNoz.tsx

@@ -1,76 +0,0 @@
-import { useLocation } from 'react-router-dom';
-import { Button } from '@signozhq/ui/button';
-import { TooltipSimple } from '@signozhq/ui/tooltip';
-import Noz from 'components/Noz/Noz';
-import { NOZ_TOOLTIP_TITLE } from 'components/Noz/Noz.constants';
-import { selectPendingUserInputStreamCount } from 'container/AIAssistant/store/pendingInputSelectors';
-import {
-	openAIAssistant,
-	useAIAssistantStore,
-} from 'container/AIAssistant/store/useAIAssistantStore';
-import { useIsAIAssistantEnabled } from 'hooks/useIsAIAssistantEnabled';
-import ROUTES from 'constants/routes';
-import { Dot } from '@signozhq/icons';
-
-import styles from './AskNoz.module.scss';
-
-/**
- * Opens the Noz drawer, matching the header entry it replaces. Cmd+K opens the
- * modal instead; this is deliberately the drawer.
- *
- * Carries the header's pending badge: when Noz is blocked on the user
- * (`awaiting_approval` / `awaiting_clarification`) a dot pulses. Without it,
- * hiding the header button would remove a notification rather than move it.
- */
-function AskNoz(): JSX.Element | null {
-	const { pathname } = useLocation();
-	const isAIAssistantEnabled = useIsAIAssistantEnabled();
-	const isDrawerOpen = useAIAssistantStore((state) => state.isDrawerOpen);
-	const isModalOpen = useAIAssistantStore((state) => state.isModalOpen);
-	const pendingUserInputCount = useAIAssistantStore(
-		selectPendingUserInputStreamCount,
-	);
-
-	// Noz is already on screen in the modal, so the "needs you" dot would be noise.
-	const showPendingBadge = pendingUserInputCount > 0 && !isModalOpen;
-
-	// The drawer does not render on the Noz full page, so the button would be inert.
-	const isAIAssistantPage = pathname.startsWith(ROUTES.AI_ASSISTANT_BASE);
-
-	if (!isAIAssistantEnabled || isDrawerOpen || isAIAssistantPage) {
-		return null;
-	}
-
-	return (
-		<div className={styles.askNoz} data-testid="bottom-strip-ask-noz">
-			{showPendingBadge && (
-				<span className={styles.badge} aria-hidden>
-					<span className={styles.pulseDot}>
-						<Dot size={36} />
-					</span>
-				</span>
-			)}
-			<TooltipSimple title={NOZ_TOOLTIP_TITLE}>
-				<Button
-					variant="ghost"
-					color="secondary"
-					size="sm"
-					className="noz-wave"
-					prefix={<Noz size={16} />}
-					onClick={(): void => openAIAssistant()}
-					aria-label={
-						showPendingBadge
-							? `Ask Noz, ${pendingUserInputCount} ${
-									pendingUserInputCount === 1 ? 'action needs' : 'actions need'
-								} your response`
-							: 'Ask Noz'
-					}
-				>
-					Ask Noz
-				</Button>
-			</TooltipSimple>
-		</div>
-	);
-}
-
-export default AskNoz;

frontend/src/container/BottomStrip/AskNoz/__tests__/AskNoz.test.tsx

@@ -1,133 +0,0 @@
-import { fireEvent } from '@testing-library/react';
-import { openAIAssistant } from 'container/AIAssistant/store/useAIAssistantStore';
-import { useIsAIAssistantEnabled } from 'hooks/useIsAIAssistantEnabled';
-import { render } from 'tests/test-utils';
-
-import AskNoz from '../AskNoz';
-
-jest.mock('hooks/useIsAIAssistantEnabled');
-jest.mock('container/AIAssistant/store/useAIAssistantStore', () => ({
-	openAIAssistant: jest.fn(),
-	useAIAssistantStore: jest.fn(),
-}));
-
-const mockEnabled = useIsAIAssistantEnabled as jest.MockedFunction<
-	typeof useIsAIAssistantEnabled
->;
-const mockOpen = openAIAssistant as jest.MockedFunction<typeof openAIAssistant>;
-
-// eslint-disable-next-line @typescript-eslint/no-explicit-any
-const { useAIAssistantStore } = jest.requireMock(
-	'container/AIAssistant/store/useAIAssistantStore',
-) as { useAIAssistantStore: jest.Mock };
-
-/** The component reads the store through three separate selector calls. */
-function mockStore({
-	isDrawerOpen = false,
-	isModalOpen = false,
-	pendingCount = 0,
-}: {
-	isDrawerOpen?: boolean;
-	isModalOpen?: boolean;
-	pendingCount?: number;
-} = {}): void {
-	const state = { isDrawerOpen, isModalOpen, streams: {} };
-	useAIAssistantStore.mockImplementation((selector: (s: unknown) => unknown) => {
-		const picked = selector(state);
-		// `selectPendingUserInputStreamCount` walks `streams`, which is empty here,
-		// so stand in the count we want to assert against.
-		return typeof picked === 'number' ? pendingCount : picked;
-	});
-}
-
-// `TooltipSimple` replaces its trigger's props, so the testId lives on the
-// wrapper and the button itself is reached by role — there is only ever one.
-const SLOT = 'bottom-strip-ask-noz';
-
-describe('AskNoz', () => {
-	beforeEach(() => {
-		jest.clearAllMocks();
-		mockEnabled.mockReturnValue(true);
-		mockStore();
-	});
-
-	describe('visibility', () => {
-		it('renders when the assistant is enabled', () => {
-			const { getByRole } = render(<AskNoz />);
-
-			expect(getByRole('button')).toBeInTheDocument();
-		});
-
-		it('renders nothing when the assistant is disabled', () => {
-			mockEnabled.mockReturnValue(false);
-
-			const { queryByTestId } = render(<AskNoz />);
-
-			expect(queryByTestId(SLOT)).not.toBeInTheDocument();
-		});
-
-		it('renders nothing while the drawer is open', () => {
-			mockStore({ isDrawerOpen: true });
-
-			const { queryByTestId } = render(<AskNoz />);
-
-			expect(queryByTestId(SLOT)).not.toBeInTheDocument();
-		});
-
-		it('renders nothing on the Noz full page, where the drawer does not mount', () => {
-			const { queryByTestId } = render(<AskNoz />, undefined, {
-				initialRoute: '/ai-assistant/some-conversation-id',
-			});
-
-			expect(queryByTestId(SLOT)).not.toBeInTheDocument();
-		});
-	});
-
-	describe('what it does', () => {
-		it('opens the drawer on click', () => {
-			const { getByRole } = render(<AskNoz />);
-
-			fireEvent.click(getByRole('button'));
-
-			expect(mockOpen).toHaveBeenCalledTimes(1);
-		});
-	});
-
-	describe('pending badge', () => {
-		it('announces the count when Noz is waiting on the user', () => {
-			mockStore({ pendingCount: 2 });
-
-			const { getByRole } = render(<AskNoz />);
-
-			expect(getByRole('button')).toHaveAttribute(
-				'aria-label',
-				'Ask Noz, 2 actions need your response',
-			);
-		});
-
-		it('uses the singular for one pending action', () => {
-			mockStore({ pendingCount: 1 });
-
-			const { getByRole } = render(<AskNoz />);
-
-			expect(getByRole('button')).toHaveAttribute(
-				'aria-label',
-				'Ask Noz, 1 action needs your response',
-			);
-		});
-
-		it('stays quiet when nothing is pending', () => {
-			const { getByRole } = render(<AskNoz />);
-
-			expect(getByRole('button')).toHaveAttribute('aria-label', 'Ask Noz');
-		});
-
-		it('stays quiet while the modal is open, Noz is already on screen', () => {
-			mockStore({ isModalOpen: true, pendingCount: 3 });
-
-			const { getByRole } = render(<AskNoz />);
-
-			expect(getByRole('button')).toHaveAttribute('aria-label', 'Ask Noz');
-		});
-	});
-});

frontend/src/container/BottomStrip/BottomStrip.module.scss

@@ -11,8 +11,6 @@
 	background: var(--l2-background);
 	border-top: 1px solid var(--l2-border);
 
-	--button-font-size: 12px;
-
 	font-family: var(--font-family-sf-mono, monospace);
 
 	// Above page content, below the body-portalled overlays that are meant to
@@ -25,21 +23,14 @@
 .right {
 	display: flex;
 	align-items: center;
-	gap: var(--spacing-4);
+	gap: var(--spacing-6);
 	min-width: 0;
 }
 
-.left {
-	cursor: default;
-}
-
-// separator b/w strip entities
-.left > *:not(:last-child)::after,
-.right > *:not(:last-child)::after {
-	content: '';
-	flex-shrink: 0;
-	width: 1px;
-	height: 14px;
-	background: var(--l2-border);
-	margin-left: var(--spacing-4);
+// Temporary placeholder for the left slot. Replaced later.
+.version {
+	color: var(--l2-foreground);
+	white-space: nowrap;
+	overflow: hidden;
+	text-overflow: ellipsis;
 }

frontend/src/container/BottomStrip/LeftSlot/LeftSlot.tsx

@@ -1,53 +0,0 @@
-import * as Sentry from '@sentry/react';
-import { useAppContext } from 'providers/App/App';
-
-import StripKeyValue from '../components/StripKeyValue/StripKeyValue';
-import StripTypography from '../components/StripTypography/StripTypography';
-import { useBottomStripStore } from '../store/useBottomStripStore';
-import { type StripItem, StripItemKind } from '../types';
-
-function renderItem(item: StripItem, index: number): JSX.Element {
-	if (item.kind === StripItemKind.KeyValue) {
-		return (
-			<StripKeyValue
-				key={index}
-				label={item.label}
-				value={item.value}
-				prefix={item.prefix}
-				tone={item.tone}
-			/>
-		);
-	}
-
-	return (
-		// eslint-disable-next-line react/no-array-index-key
-		<StripTypography key={index} prefix={item.prefix}>
-			{item.text}
-		</StripTypography>
-	);
-}
-
-function LeftSlot(): JSX.Element | null {
-	const { versionData } = useAppContext();
-	const left = useBottomStripStore((state) => state.left);
-	const ownerId = useBottomStripStore((state) => state.ownerId);
-
-	const version = versionData?.version?.trim();
-	const versionNode = version ? (
-		<StripTypography>{version}</StripTypography>
-	) : null;
-
-	if (!left?.length) {
-		return versionNode;
-	}
-
-	return (
-		// Keyed so a page whose items throw does not leave the boundary latched on
-		// the fallback for every page after it.
-		<Sentry.ErrorBoundary key={ownerId} fallback={<>{versionNode}</>}>
-			{left.map(renderItem)}
-		</Sentry.ErrorBoundary>
-	);
-}
-
-export default LeftSlot;

frontend/src/container/BottomStrip/SupportButton/SupportButton.tsx

@@ -1,45 +0,0 @@
-import { useState } from 'react';
-import { Button } from '@signozhq/ui/button';
-import AddCreditCardModal from 'components/AddCreditCardModal/AddCreditCardModal';
-import { ChatSupportState, useChatSupport } from 'hooks/useChatSupport';
-import { MessageSquareText } from '@signozhq/icons';
-
-function SupportButton(): JSX.Element | null {
-	const chatSupport = useChatSupport();
-	const [isAddCreditCardModalOpen, setIsAddCreditCardModalOpen] =
-		useState(false);
-
-	if (chatSupport === ChatSupportState.Unavailable) {
-		return null;
-	}
-
-	const handleClick = (): void => {
-		if (chatSupport === ChatSupportState.NeedsCard) {
-			setIsAddCreditCardModalOpen(true);
-			return;
-		}
-		window.Pylon?.('show');
-	};
-
-	return (
-		<>
-			<Button
-				variant="ghost"
-				color="secondary"
-				size="sm"
-				prefix={<MessageSquareText size={16} />}
-				onClick={handleClick}
-				testId="bottom-strip-support"
-			>
-				Support
-			</Button>
-
-			<AddCreditCardModal
-				open={isAddCreditCardModalOpen}
-				onClose={(): void => setIsAddCreditCardModalOpen(false)}
-			/>
-		</>
-	);
-}
-
-export default SupportButton;

frontend/src/container/BottomStrip/SupportButton/__tests__/SupportButton.test.tsx

@@ -1,81 +0,0 @@
-import { fireEvent } from '@testing-library/react';
-import { ChatSupportState, useChatSupport } from 'hooks/useChatSupport';
-import { render } from 'tests/test-utils';
-
-import SupportButton from '../SupportButton';
-
-jest.mock('hooks/useChatSupport', () => ({
-	...jest.requireActual('hooks/useChatSupport'),
-	useChatSupport: jest.fn(),
-}));
-
-const mockChatSupport = useChatSupport as jest.MockedFunction<
-	typeof useChatSupport
->;
-
-const BUTTON = 'bottom-strip-support';
-const MODAL_TITLE = 'Add Credit Card for Chat Support';
-
-describe('SupportButton', () => {
-	beforeEach(() => {
-		jest.clearAllMocks();
-		window.Pylon = jest.fn() as never;
-	});
-
-	describe('when Pylon is available', () => {
-		beforeEach(() => mockChatSupport.mockReturnValue(ChatSupportState.Pylon));
-
-		it('shows the button', () => {
-			const { getByTestId } = render(<SupportButton />);
-
-			expect(getByTestId(BUTTON)).toBeInTheDocument();
-		});
-
-		it('opens the Pylon widget on click', () => {
-			const { getByTestId } = render(<SupportButton />);
-
-			fireEvent.click(getByTestId(BUTTON));
-
-			expect(window.Pylon).toHaveBeenCalledWith('show');
-		});
-
-		it('does not open the credit card modal', () => {
-			const { getByTestId, queryByText } = render(<SupportButton />);
-
-			fireEvent.click(getByTestId(BUTTON));
-
-			expect(queryByText(MODAL_TITLE)).not.toBeInTheDocument();
-		});
-	});
-
-	describe('when the user needs a card', () => {
-		beforeEach(() => mockChatSupport.mockReturnValue(ChatSupportState.NeedsCard));
-
-		it('shows the same button', () => {
-			const { getByTestId } = render(<SupportButton />);
-
-			expect(getByTestId(BUTTON)).toBeInTheDocument();
-		});
-
-		it('opens the credit card modal on click, not Pylon', () => {
-			const { getByTestId, getByText } = render(<SupportButton />);
-
-			fireEvent.click(getByTestId(BUTTON));
-
-			expect(getByText(MODAL_TITLE)).toBeInTheDocument();
-			expect(window.Pylon).not.toHaveBeenCalled();
-		});
-	});
-
-	describe('when support is unavailable', () => {
-		beforeEach(() =>
-			mockChatSupport.mockReturnValue(ChatSupportState.Unavailable),
-		);
-
-		it('renders nothing at all', () => {
-			const { queryByTestId } = render(<SupportButton />);
-
-			expect(queryByTestId(BUTTON)).not.toBeInTheDocument();
-		});
-	});
-});

frontend/src/container/BottomStrip/__tests__/BottomStrip.test.tsx

@@ -1,65 +1,12 @@
-import { useMemo, useState } from 'react';
-import { fireEvent } from '@testing-library/react';
 import { render } from 'tests/test-utils';
-import { Info } from 'types/api/v1/version/get';
 
 import BottomStrip, {
 	BOTTOM_STRIP_HEIGHT,
 	BOTTOM_STRIP_HEIGHT_VAR,
 	BOTTOM_STRIP_ON_CLASS,
 } from '..';
-import { useBottomStripStore } from '../store/useBottomStripStore';
-import { useBottomStrip } from '../useBottomStrip';
-import { StripItemKind } from '../types';
-
-/** Stands in for a page that puts something on the left of the strip. */
-function Page({ text }: { text: string }): null {
-	useBottomStrip(useMemo(() => [{ kind: StripItemKind.Text, text }], [text]));
-	return null;
-}
-
-/**
- * A page whose icon throws when the strip renders it. `prefix` is the one place
- * the config still takes a node, so it is the only way a page can break it.
- */
-function BoomPage(): null {
-	useBottomStrip([{ kind: StripItemKind.Text, text: 'boom', prefix: <Boom /> }]);
-	return null;
-}
-
-/** A page whose value changes without needing `rerender`. */
-function ChangingPage(): JSX.Element {
-	const [count, setCount] = useState(600);
-
-	useBottomStrip(
-		useMemo(
-			() => [{ kind: StripItemKind.Text, text: `${count} traces` }],
-			[count],
-		),
-	);
-
-	return (
-		<button type="button" onClick={(): void => setCount(42)}>
-			change
-		</button>
-	);
-}
-
-/** A page node that blows up while the strip renders it. */
-function Boom(): JSX.Element {
-	throw new Error('bad left node');
-}
-
-const VERSION = 'v0.134.67';
-const versionData: Info = { version: VERSION, ee: 'Y', setupCompleted: true };
-const withVersion = { appContextOverrides: { versionData } };
 
 describe('BottomStrip', () => {
-	// The store is module level, so it outlives each test.
-	beforeEach(() => {
-		useBottomStripStore.setState({ left: null, ownerId: null });
-	});
-
 	it('publishes the body class and height property while mounted', () => {
 		const { unmount } = render(<BottomStrip />);
 
@@ -81,96 +28,22 @@ describe('BottomStrip', () => {
 	it.each([['v0.134.67'], ['main-64f1c2a']])(
 		'renders the build version %p exactly as given',
 		(version) => {
-			const { getByText } = render(<BottomStrip />, undefined, {
+			const { getByTestId } = render(<BottomStrip />, undefined, {
 				appContextOverrides: {
 					versionData: { version, ee: 'Y', setupCompleted: true },
 				},
 			});
 
-			expect(getByText(version)).toBeInTheDocument();
+			expect(getByTestId('bottom-strip-version')).toHaveTextContent(version);
 		},
 	);
 
 	it('renders the strip without a version when none is available', () => {
-		const { getByTestId } = render(<BottomStrip />, undefined, {
+		const { getByTestId, queryByTestId } = render(<BottomStrip />, undefined, {
 			appContextOverrides: { versionData: null },
 		});
 
-		const strip = getByTestId('bottom-strip');
-
-		expect(strip).toBeInTheDocument();
-		expect(strip).toHaveTextContent('');
-	});
-
-	// `tests/test-utils` builds its wrapper around the first `ui`, so `rerender`
-	// re-renders the original tree. These drive change through state and through
-	// separate trees instead, which the module-level store lets them share.
-	describe('left slot', () => {
-		it('shows what the page put there instead of the version', () => {
-			render(<Page text="600 traces" />);
-			const { getByText, queryByText } = render(
-				<BottomStrip />,
-				undefined,
-				withVersion,
-			);
-
-			expect(getByText('600 traces')).toBeInTheDocument();
-			expect(queryByText(VERSION)).not.toBeInTheDocument();
-		});
-
-		it('falls back to the version once the page is gone', () => {
-			const page = render(<Page text="600 traces" />);
-			const { getByText } = render(<BottomStrip />, undefined, withVersion);
-
-			page.unmount();
-
-			expect(getByText(VERSION)).toBeInTheDocument();
-		});
-
-		it('updates when the page changes what it shows', () => {
-			render(<ChangingPage />);
-			const { getByText, getByRole } = render(
-				<BottomStrip />,
-				undefined,
-				withVersion,
-			);
-
-			expect(getByText('600 traces')).toBeInTheDocument();
-
-			fireEvent.click(getByRole('button', { name: 'change' }));
-
-			expect(getByText('42 traces')).toBeInTheDocument();
-		});
-
-		it('falls back to the version when the page node throws', () => {
-			// React logs the caught error, which is noise here.
-			const consoleError = jest
-				.spyOn(console, 'error')
-				.mockImplementation(() => {});
-
-			render(<BoomPage />);
-			const { getByTestId, getByText } = render(
-				<BottomStrip />,
-				undefined,
-				withVersion,
-			);
-
-			expect(getByTestId('bottom-strip')).toBeInTheDocument();
-			expect(getByText(VERSION)).toBeInTheDocument();
-
-			consoleError.mockRestore();
-		});
-
-		it('keeps the new page value when the old page unmounts after it', () => {
-			// Navigation order: the next page mounts before the last one unmounts,
-			// so without the owner guard the outgoing page wipes the incoming value.
-			const pageA = render(<Page text="page A" />);
-			render(<Page text="page B" />);
-			const { getByText } = render(<BottomStrip />, undefined, withVersion);
-
-			pageA.unmount();
-
-			expect(getByText('page B')).toBeInTheDocument();
-		});
+		expect(getByTestId('bottom-strip')).toBeInTheDocument();
+		expect(queryByTestId('bottom-strip-version')).not.toBeInTheDocument();
 	});
 });

frontend/src/container/BottomStrip/components/StripKeyValue/StripKeyValue.module.scss

@@ -1,24 +0,0 @@
-// `:` is spaced like a word, per the Figma, so the gap here is a space width
-// rather than the wider gap between whole items.
-.keyValue {
-	display: inline-flex;
-	align-items: center;
-	gap: var(--spacing-2);
-
-	color: var(--l2-foreground);
-	white-space: nowrap;
-}
-
-.prefix {
-	display: inline-flex;
-	align-items: center;
-	margin-right: var(--spacing-1);
-}
-
-.warning {
-	color: var(--warning);
-}
-
-.error {
-	color: var(--destructive);
-}

frontend/src/container/BottomStrip/components/StripKeyValue/StripKeyValue.tsx

@@ -1,47 +0,0 @@
-import type { ReactNode } from 'react';
-import { Typography } from '@signozhq/ui/typography';
-import cx from 'classnames';
-
-import { StripTone } from '../../types';
-
-import styles from './StripKeyValue.module.scss';
-
-export interface StripKeyValueProps {
-	label: string;
-	value: string | number;
-	/** Leading icon. Same shape as `Button`'s. */
-	prefix?: ReactNode;
-	/** Tints the icon; the text stays neutral at every tone. */
-	tone?: StripTone;
-}
-
-/** A labelled number, rendered `Spans : 31`. */
-function StripKeyValue({
-	label,
-	value,
-	prefix,
-	tone,
-}: StripKeyValueProps): JSX.Element {
-	return (
-		<span className={styles.keyValue}>
-			{prefix && (
-				<span className={cx(styles.prefix, tone && styles[tone])} data-tone={tone}>
-					{prefix}
-				</span>
-			)}
-			<Typography.Text as="span" className={styles.label}>
-				{label}
-			</Typography.Text>
-			<Typography.Text as="span" className={styles.colon}>
-				:
-			</Typography.Text>
-			<Typography.Text as="span" className={styles.value}>
-				{value}
-			</Typography.Text>
-		</span>
-	);
-}
-
-StripKeyValue.defaultProps = { prefix: undefined, tone: StripTone.Default };
-
-export default StripKeyValue;

frontend/src/container/BottomStrip/components/StripKeyValue/__tests__/StripKeyValue.test.tsx

@@ -1,46 +0,0 @@
-import { render } from 'tests/test-utils';
-
-import { StripTone } from '../../../types';
-
-import StripKeyValue from '../StripKeyValue';
-
-describe('StripKeyValue', () => {
-	it('renders the label and the value around a colon it owns', () => {
-		const { getByText, container } = render(
-			<StripKeyValue label="Spans" value={31} />,
-		);
-
-		expect(getByText('Spans')).toBeInTheDocument();
-		expect(getByText('31')).toBeInTheDocument();
-		// The consumer never builds the string, so the spacing cannot drift.
-		expect(container.textContent).toBe('Spans:31');
-	});
-
-	it('tints only the icon when the tone is set', () => {
-		const { container } = render(
-			<StripKeyValue
-				label="Errors"
-				value={4}
-				tone={StripTone.Error}
-				prefix={<svg data-testid="icon" />}
-			/>,
-		);
-
-		// The tone lands on the icon, never on the text.
-		expect(container.querySelector('[data-tone]')).toHaveAttribute(
-			'data-tone',
-			'error',
-		);
-	});
-
-	it('leaves the icon untinted by default', () => {
-		const { container } = render(
-			<StripKeyValue label="Errors" value={0} prefix={<svg />} />,
-		);
-
-		expect(container.querySelector('[data-tone]')).toHaveAttribute(
-			'data-tone',
-			'default',
-		);
-	});
-});

frontend/src/container/BottomStrip/components/StripTypography/StripTypography.module.scss

@@ -1,10 +0,0 @@
-.stripTypography {
-	display: inline-flex;
-	align-items: center;
-	gap: 6px;
-
-	color: var(--l2-foreground);
-	white-space: nowrap;
-	overflow: hidden;
-	text-overflow: ellipsis;
-}

frontend/src/container/BottomStrip/components/StripTypography/StripTypography.tsx

@@ -1,28 +0,0 @@
-import type { ReactNode } from 'react';
-import { Typography } from '@signozhq/ui/typography';
-
-import styles from './StripTypography.module.scss';
-
-interface StripTypographyProps {
-	children: ReactNode;
-	/** Leading icon. Same shape as `Button`'s. */
-	prefix?: ReactNode;
-}
-
-/** A single phrase. A labelled number belongs in `StripKeyValue`. */
-function StripTypography({
-	children,
-	prefix,
-}: StripTypographyProps): JSX.Element {
-	return (
-		<span className={styles.stripTypography}>
-			{prefix}
-			<Typography.Text as="span">{children}</Typography.Text>
-		</span>
-	);
-}
-
-StripTypography.defaultProps = { prefix: undefined };
-
-export type { StripTypographyProps };
-export default StripTypography;

frontend/src/container/BottomStrip/index.tsx

@@ -1,8 +1,5 @@
 import { useLayoutEffect } from 'react';
-
-import AskNoz from './AskNoz/AskNoz';
-import LeftSlot from './LeftSlot/LeftSlot';
-import SupportButton from './SupportButton/SupportButton';
+import { useAppContext } from 'providers/App/App';
 
 import styles from './BottomStrip.module.scss';
 
@@ -12,6 +9,9 @@ export const BOTTOM_STRIP_ON_CLASS = 'bottom-strip-on';
 export const BOTTOM_STRIP_HEIGHT_VAR = '--bottom-strip-height';
 
 function BottomStrip(): JSX.Element {
+	const { versionData } = useAppContext();
+	const version = versionData?.version?.trim();
+
 	useLayoutEffect(() => {
 		document.body.classList.add(BOTTOM_STRIP_ON_CLASS);
 		document.body.style.setProperty(
@@ -28,12 +28,13 @@ function BottomStrip(): JSX.Element {
 	return (
 		<div className={styles.strip} data-testid="bottom-strip">
 			<div className={styles.left}>
-				<LeftSlot />
-			</div>
-			<div className={styles.right}>
-				<AskNoz />
-				<SupportButton />
+				{version && (
+					<span className={styles.version} data-testid="bottom-strip-version">
+						{version}
+					</span>
+				)}
 			</div>
+			<div className={styles.right} />
 		</div>
 	);
 }

frontend/src/container/BottomStrip/store/useBottomStripStore.ts

@@ -1,27 +0,0 @@
-import { create } from 'zustand';
-
-import type { StripItem } from '../types';
-
-interface BottomStripState {
-	/** What the strip shows on the left, or null to fall back to the version. */
-	left: StripItem[] | null;
-	/** Which page owns the current value — see `clearLeft`. */
-	ownerId: string | null;
-	setLeft: (ownerId: string, left: StripItem[] | null) => void;
-	clearLeft: (ownerId: string) => void;
-}
-
-export const useBottomStripStore = create<BottomStripState>()((set, get) => ({
-	left: null,
-	ownerId: null,
-	setLeft: (ownerId, left): void => set({ left, ownerId }),
-	// Only the current owner may clear. On a plain route swap React runs the old
-	// page's cleanup before the new page's effect, so this is moot, but two
-	// consumers can be mounted at once (a page under a drawer): the one that set
-	// last owns the slot, and the other unmounting must not wipe it.
-	clearLeft: (ownerId): void => {
-		if (get().ownerId === ownerId) {
-			set({ left: null, ownerId: null });
-		}
-	},
-}));

frontend/src/container/BottomStrip/types.ts

@@ -1,31 +0,0 @@
-import type { ReactNode } from 'react';
-
-export enum StripTone {
-	Default = 'default',
-	Warning = 'warning',
-	Error = 'error',
-}
-
-export enum StripItemKind {
-	/** A phrase in the page's own words, e.g. "18 services". */
-	Text = 'text',
-	/** A labelled number, rendered `label : value`. */
-	KeyValue = 'keyValue',
-}
-
-/** What a page may put on the left of the strip. */
-export type StripItem =
-	| {
-			kind: StripItemKind.Text;
-			text: string;
-			prefix?: ReactNode;
-	  }
-	| {
-			kind: StripItemKind.KeyValue;
-			/** Without a colon; the strip renders the separator. */
-			label: string;
-			value: string | number;
-			prefix?: ReactNode;
-			/** Tints the icon; the text stays neutral at every tone. */
-			tone?: StripTone;
-	  };

frontend/src/container/BottomStrip/useBottomStrip.ts

@@ -1,25 +0,0 @@
-import { useEffect, useId } from 'react';
-
-import { useBottomStripStore } from './store/useBottomStripStore';
-import type { StripItem } from './types';
-
-/**
- * Puts `items` in the bottom strip for as long as the calling page is mounted.
- * Pass null to show nothing and let the version through. The left is the only
- * side a page contributes to; the right is the strip's own.
- *
- * There is no refresh API by design: a page that refetches re-renders, which
- * produces new items, which re-runs this effect. Memoise the array where it is
- * built, or the store is written on every render.
- */
-export function useBottomStrip(items: StripItem[] | null): void {
-	const ownerId = useId();
-	const setLeft = useBottomStripStore((state) => state.setLeft);
-	const clearLeft = useBottomStripStore((state) => state.clearLeft);
-
-	useEffect(() => {
-		setLeft(ownerId, items);
-
-		return (): void => clearLeft(ownerId);
-	}, [items, ownerId, setLeft, clearLeft]);
-}

frontend/src/hooks/__tests__/useChatSupport.test.tsx

@@ -1,148 +0,0 @@
-import { renderHook } from '@testing-library/react';
-import { FeatureKeys } from 'constants/features';
-import { useGetTenantLicense } from 'hooks/useGetTenantLicense';
-import { ChatSupportState, useChatSupport } from 'hooks/useChatSupport';
-import { useAppContext } from 'providers/App/App';
-
-jest.mock('providers/App/App');
-jest.mock('hooks/useGetTenantLicense');
-
-const mockAppContext = useAppContext as jest.MockedFunction<
-	typeof useAppContext
->;
-const mockLicense = useGetTenantLicense as jest.MockedFunction<
-	typeof useGetTenantLicense
->;
-
-const flag = (name: FeatureKeys, active: boolean): Record<string, unknown> => ({
-	name,
-	active,
-	usage: 0,
-	usage_limit: -1,
-	route: '',
-});
-
-function setup({
-	chatSupport = true,
-	premiumSupport = false,
-	trialConverted = false,
-	isCloudUser = true,
-	isEnterpriseSelfHostedUser = false,
-	isLoggedIn = true,
-	pylonEnabled = true,
-	isFetchingFeatureFlags = false,
-	activeLicense = {} as unknown,
-	trialInfo = {} as unknown,
-} = {}): void {
-	window.signozBootData = {
-		settings: { pylon: { enabled: pylonEnabled } },
-	} as never;
-
-	mockAppContext.mockReturnValue({
-		featureFlags: [
-			flag(FeatureKeys.CHAT_SUPPORT, chatSupport),
-			flag(FeatureKeys.PREMIUM_SUPPORT, premiumSupport),
-		],
-		isFetchingFeatureFlags,
-		featureFlagsFetchError: null,
-		trialInfo: trialInfo && { trialConvertedToSubscription: trialConverted },
-		isLoggedIn,
-		activeLicense,
-	} as never);
-
-	mockLicense.mockReturnValue({
-		isCloudUser,
-		isEnterpriseSelfHostedUser,
-	} as never);
-}
-
-const state = (): ChatSupportState =>
-	renderHook(() => useChatSupport()).result.current;
-
-describe('useChatSupport', () => {
-	beforeEach(() => jest.clearAllMocks());
-
-	describe('pylon', () => {
-		it('hands off to Pylon for a cloud user past trial', () => {
-			setup({ trialConverted: true });
-
-			expect(state()).toBe(ChatSupportState.Pylon);
-		});
-
-		it('hands off to Pylon for enterprise self-hosted', () => {
-			setup({
-				trialConverted: true,
-				isCloudUser: false,
-				isEnterpriseSelfHostedUser: true,
-			});
-
-			expect(state()).toBe(ChatSupportState.Pylon);
-		});
-
-		it('hands off to Pylon when premium support is on, card or not', () => {
-			setup({ premiumSupport: true, trialConverted: false });
-
-			expect(state()).toBe(ChatSupportState.Pylon);
-		});
-
-		it('offers nothing when Pylon is not configured server side', () => {
-			setup({ trialConverted: true, pylonEnabled: false });
-
-			expect(state()).toBe(ChatSupportState.Unavailable);
-		});
-	});
-
-	describe('needsCard', () => {
-		it('offers the card flow to a cloud user still on trial', () => {
-			setup({ trialConverted: false, premiumSupport: false });
-
-			expect(state()).toBe(ChatSupportState.NeedsCard);
-		});
-
-		it('offers nothing to a non-cloud user needing a card', () => {
-			setup({
-				trialConverted: false,
-				isCloudUser: false,
-				isEnterpriseSelfHostedUser: true,
-			});
-
-			expect(state()).toBe(ChatSupportState.Unavailable);
-		});
-	});
-
-	describe('unavailable', () => {
-		it('offers nothing without the chat support flag', () => {
-			setup({ chatSupport: false });
-
-			expect(state()).toBe(ChatSupportState.Unavailable);
-		});
-
-		it('offers nothing when logged out', () => {
-			setup({ isLoggedIn: false });
-
-			expect(state()).toBe(ChatSupportState.Unavailable);
-		});
-
-		it('offers nothing while the flags are still loading', () => {
-			setup({ isFetchingFeatureFlags: true });
-
-			expect(state()).toBe(ChatSupportState.Unavailable);
-		});
-
-		it('offers nothing before the licence has loaded', () => {
-			setup({ activeLicense: null });
-
-			expect(state()).toBe(ChatSupportState.Unavailable);
-		});
-
-		it('offers nothing on a tenant that is neither cloud nor enterprise', () => {
-			setup({
-				trialConverted: true,
-				isCloudUser: false,
-				isEnterpriseSelfHostedUser: false,
-			});
-
-			expect(state()).toBe(ChatSupportState.Unavailable);
-		});
-	});
-});

frontend/src/hooks/useChatSupport.ts

@@ -1,70 +0,0 @@
-import { FeatureKeys } from 'constants/features';
-import { useGetTenantLicense } from 'hooks/useGetTenantLicense';
-import { useAppContext } from 'providers/App/App';
-import { useMemo } from 'react';
-
-export enum ChatSupportState {
-	/** Pylon is configured for this user — hand off to the widget. */
-	Pylon = 'pylon',
-	/** Trial without a card — offer the Add Credit Card flow instead. */
-	NeedsCard = 'needsCard',
-	/** No support entry at all. */
-	Unavailable = 'unavailable',
-}
-
-export function useChatSupport(): ChatSupportState {
-	const {
-		featureFlags,
-		isFetchingFeatureFlags,
-		featureFlagsFetchError,
-		trialInfo,
-		isLoggedIn,
-		activeLicense,
-	} = useAppContext();
-	const { isCloudUser, isEnterpriseSelfHostedUser } = useGetTenantLicense();
-
-	return useMemo(() => {
-		const isReady =
-			!isFetchingFeatureFlags &&
-			(featureFlags || featureFlagsFetchError) &&
-			activeLicense &&
-			trialInfo;
-		if (!isReady || !isLoggedIn) {
-			return ChatSupportState.Unavailable;
-		}
-
-		const flag = (name: FeatureKeys): boolean =>
-			featureFlags?.find((f) => f.name === name)?.active || false;
-
-		if (!flag(FeatureKeys.CHAT_SUPPORT)) {
-			return ChatSupportState.Unavailable;
-		}
-
-		const needsCard =
-			!flag(FeatureKeys.PREMIUM_SUPPORT) &&
-			!trialInfo?.trialConvertedToSubscription;
-
-		if (needsCard) {
-			// The credit card flow is cloud-only
-			return isCloudUser
-				? ChatSupportState.NeedsCard
-				: ChatSupportState.Unavailable;
-		}
-
-		const pylonConfigured = Boolean(
-			window.signozBootData?.settings?.pylon?.enabled,
-		);
-		return (isCloudUser || isEnterpriseSelfHostedUser) && pylonConfigured
-			? ChatSupportState.Pylon
-			: ChatSupportState.Unavailable;
-	}, [
-		activeLicense,
-		featureFlags,
-		featureFlagsFetchError,
-		isCloudUser,
-		isEnterpriseSelfHostedUser,
-		isFetchingFeatureFlags,
-		isLoggedIn,
-		trialInfo,
-	]);
-}

frontend/src/pages/TraceDetailsV3/__tests__/useTraceDetailsStripInfo.test.tsx

@@ -1,57 +0,0 @@
-import { renderHook } from '@testing-library/react';
-import { useBottomStripStore } from 'container/BottomStrip/store/useBottomStripStore';
-import { StripItemKind, StripTone } from 'container/BottomStrip/types';
-
-import { useTraceDetailsStripInfo } from '../useTraceDetailsStripInfo';
-
-describe('useTraceDetailsStripInfo', () => {
-	beforeEach(() => {
-		useBottomStripStore.setState({ left: null, ownerId: null });
-	});
-
-	it('puts the span and error counts in the strip', () => {
-		renderHook(() =>
-			useTraceDetailsStripInfo({
-				totalSpansCount: 600,
-				totalErrorSpansCount: 4,
-			}),
-		);
-
-		expect(useBottomStripStore.getState().left).toMatchObject([
-			{ kind: StripItemKind.KeyValue, label: 'Spans', value: 600 },
-			{
-				kind: StripItemKind.KeyValue,
-				label: 'Errors',
-				value: 4,
-				tone: StripTone.Error,
-			},
-		]);
-	});
-
-	it('leaves the error item untoned when nothing failed', () => {
-		renderHook(() =>
-			useTraceDetailsStripInfo({
-				totalSpansCount: 600,
-				totalErrorSpansCount: 0,
-			}),
-		);
-
-		expect(useBottomStripStore.getState().left?.[1]).toMatchObject({
-			value: 0,
-			tone: StripTone.Default,
-		});
-	});
-
-	it('clears the strip when the page unmounts', () => {
-		const { unmount } = renderHook(() =>
-			useTraceDetailsStripInfo({
-				totalSpansCount: 600,
-				totalErrorSpansCount: 4,
-			}),
-		);
-
-		unmount();
-
-		expect(useBottomStripStore.getState().left).toBeNull();
-	});
-});

frontend/src/pages/TraceDetailsV3/index.tsx

@@ -15,7 +15,6 @@ import { useDetailsPanel } from 'components/DetailsPanel';
 import WarningPopover from 'components/WarningPopover/WarningPopover';
 import { LOCALSTORAGE } from 'constants/localStorage';
 import useGetTraceV4 from 'hooks/trace/useGetTraceV4';
-import { useTraceDetailsStripInfo } from './useTraceDetailsStripInfo';
 import { useSafeNavigate } from 'hooks/useSafeNavigate';
 import useUrlQuery from 'hooks/useUrlQuery';
 import { ResizableBox } from 'periscope/components/ResizableBox';
@@ -145,10 +144,6 @@ function TraceDetailsV3(): JSX.Element {
 
 	const allSpans = traceData?.payload?.spans || [];
 	const totalSpansCount = traceData?.payload?.totalSpansCount || 0;
-	const totalErrorSpansCount = traceData?.payload?.totalErrorSpansCount || 0;
-
-	useTraceDetailsStripInfo({ totalSpansCount, totalErrorSpansCount });
-
 	const isFullDataLoaded =
 		totalSpansCount > 0 && totalSpansCount <= allSpans.length;
 
@@ -446,10 +441,7 @@ function TraceDetailsV3(): JSX.Element {
 																})}
 															>
 																<TriangleAlert size={13} />
-																Errors:{' '}
-																{traceData.payload.totalErrorSpansCount ?? (
-																	<span className="translate-safe">{0}</span>
-																)}
+																Errors: {traceData.payload.totalErrorSpansCount ?? 0}
 															</span>
 														</span>
 													) : null}

frontend/src/pages/TraceDetailsV3/useTraceDetailsStripInfo.tsx

@@ -1,43 +0,0 @@
-import { useMemo } from 'react';
-import { ChartNoAxesGantt, TriangleAlert } from '@signozhq/icons';
-import { useBottomStrip } from 'container/BottomStrip/useBottomStrip';
-import {
-	type StripItem,
-	StripItemKind,
-	StripTone,
-} from 'container/BottomStrip/types';
-
-interface UseTraceDetailsStripInfoArgs {
-	totalSpansCount: number;
-	totalErrorSpansCount: number;
-}
-
-/**
- * Takes the counts rather than fetching them: the trace query key includes the
- * selected span, so a fetch here would fire on every span click.
- */
-export function useTraceDetailsStripInfo({
-	totalSpansCount,
-	totalErrorSpansCount,
-}: UseTraceDetailsStripInfoArgs): void {
-	const items = useMemo<StripItem[]>(
-		() => [
-			{
-				kind: StripItemKind.KeyValue,
-				label: 'Spans',
-				value: totalSpansCount,
-				prefix: <ChartNoAxesGantt size={13} />,
-			},
-			{
-				kind: StripItemKind.KeyValue,
-				label: 'Errors',
-				value: totalErrorSpansCount,
-				prefix: <TriangleAlert size={13} />,
-				tone: totalErrorSpansCount > 0 ? StripTone.Error : StripTone.Default,
-			},
-		],
-		[totalSpansCount, totalErrorSpansCount],
-	);
-
-	useBottomStrip(items);
-}

frontend/src/styles.scss

@@ -813,12 +813,6 @@ body.ai-assistant-panel-open {
 	}
 }
 
-body.bottom-strip-on {
-	.PylonChat-chatWindowFrameContainer {
-		bottom: var(--bottom-strip-height, 0px) !important;
-	}
-}
-
 [role='tab'] {
 	color: var(--foreground) !important;
 }

pkg/apiserver/signozapiserver/tracedetail.go

@@ -67,5 +67,23 @@ func (provider *provider) addTraceDetailRoutes(router *mux.Router) error {
 		return err
 	}
 
+	if err := router.Handle("/api/v1/traces/{traceID}/thread", handler.New(
+		provider.authzMiddleware.ViewAccess(provider.traceDetailHandler.GetThread),
+		handler.OpenAPIDef{
+			ID:                  "GetTraceThread",
+			Tags:                []string{"tracedetail"},
+			Summary:             "Get thread view for a trace",
+			Description:         "Returns the spans carrying gen_ai input or output messages in timestamp order, each with the messages normalised into formatted_input and formatted_output. Pages are fetched with the returned nextCursor.",
+			RequestQuery:        new(spantypes.QueryableThread),
+			Response:            new(spantypes.GettableTraceThread),
+			ResponseContentType: "application/json",
+			SuccessStatusCode:   http.StatusOK,
+			ErrorStatusCodes:    []int{http.StatusBadRequest, http.StatusNotFound},
+			SecuritySchemes:     newSecuritySchemes(types.RoleViewer),
+		},
+	)).Methods(http.MethodGet).GetError(); err != nil {
+		return err
+	}
+
 	return nil
 }

pkg/modules/tracedetail/impltracedetail/handler.go

@@ -75,3 +75,25 @@ func (h *handler) GetFlamegraph(rw http.ResponseWriter, r *http.Request) {
 
 	render.Success(rw, http.StatusOK, result)
 }
+
+func (h *handler) GetThread(rw http.ResponseWriter, r *http.Request) {
+	req := new(spantypes.QueryableThread)
+	if err := binding.Query.BindQuery(r.URL.Query(), req); err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	query, err := spantypes.NewThreadQuery(req)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	result, err := h.module.GetThread(r.Context(), mux.Vars(r)["traceID"], query)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusOK, result)
+}

pkg/modules/tracedetail/impltracedetail/module.go

@@ -173,6 +173,19 @@ func (m *module) getWindowedWaterfall(ctx context.Context, traceID, selectedSpan
 	), nil
 }
 
+func (m *module) GetThread(ctx context.Context, traceID string, query *spantypes.ThreadQuery) (*spantypes.GettableTraceThread, error) {
+	summary, err := m.store.GetTraceSummary(ctx, traceID)
+	if err != nil {
+		return nil, err
+	}
+
+	spans, err := m.store.GetThreadSpans(ctx, traceID, summary, query.Cursor, query.Limit+1)
+	if err != nil {
+		return nil, err
+	}
+	return spantypes.NewGettableTraceThread(traceID, spans, query.Limit), nil
+}
+
 func (m *module) getFullFlamegraph(ctx context.Context, traceID string, summary *spantypes.TraceSummary, selectFields []telemetrytypes.TelemetryFieldKey) (*spantypes.GettableFlamegraphTrace, error) {
 	fullSpans, err := m.store.GetFlamegraphSpans(ctx, traceID, summary.Start, summary.End, nil)
 	if err != nil {

pkg/modules/tracedetail/impltracedetail/store.go

@@ -11,12 +11,23 @@ import (
 	"github.com/SigNoz/signoz/pkg/clickhousesql"
 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
+	"github.com/SigNoz/signoz/pkg/types/aiobservabilitytypes"
 	"github.com/SigNoz/signoz/pkg/types/spantypes"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 )
 
 const colServiceName = `resource_string_service$$$$name` // $ gets escaped so $$$$ converts to $$.
 
+var fullSpanColumns = []string{
+	"duration_nano", "span_id", "has_error", "kind",
+	colServiceName, "name",
+	"attributes_string", "attributes_number", "attributes_bool", "resources_string",
+	"events", "status_message", "status_code_string", "kind_string", "parent_span_id",
+	"flags", "is_remote", "trace_state", "status_code",
+	"db_name", "db_operation", "http_method", "http_url", "http_host",
+	"external_http_method", "external_http_url", "response_status_code", "links as references",
+}
+
 func buildFieldExpr(fieldKey telemetrytypes.TelemetryFieldKey) (string, error) {
 	switch fieldKey.FieldContext {
 	case telemetrytypes.FieldContextResource:
@@ -123,16 +134,8 @@ func (s *traceStore) GetTraceSpansByIDs(ctx context.Context, traceID string, sta
 		return []spantypes.StorableSpan{}, nil
 	}
 	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select(
-		"DISTINCT ON (span_id) timestamp",
-		"duration_nano", "span_id", "has_error", "kind",
-		colServiceName, "name",
-		"attributes_string", "attributes_number", "attributes_bool", "resources_string",
-		"events", "status_message", "status_code_string", "kind_string", "parent_span_id",
-		"flags", "is_remote", "trace_state", "status_code",
-		"db_name", "db_operation", "http_method", "http_url", "http_host",
-		"external_http_method", "external_http_url", "response_status_code", "links as references",
-	)
+	sb.Select("DISTINCT ON (span_id) timestamp")
+	sb.SelectMore(fullSpanColumns...)
 	sb.From(fmt.Sprintf("%s.%s", spantypes.TraceDB, spantypes.TraceTable))
 	ids := make([]any, len(spanIDs))
 	for i, id := range spanIDs {
@@ -155,6 +158,44 @@ func (s *traceStore) GetTraceSpansByIDs(ctx context.Context, traceID string, sta
 	return spans, nil
 }
 
+func (s *traceStore) GetThreadSpans(ctx context.Context, traceID string, summary *spantypes.TraceSummary, cursor *spantypes.ThreadCursor, limit int) ([]spantypes.StorableSpan, error) {
+	sb := sqlbuilder.NewSelectBuilder()
+	sb.Select("DISTINCT ON (span_id) timestamp")
+	sb.SelectMore(fullSpanColumns...)
+	sb.SelectMore("attributes")
+	sb.From(fmt.Sprintf("%s.%s", spantypes.TraceDB, spantypes.TraceTable))
+	sb.Where(
+		sb.E("trace_id", traceID),
+		sb.GE("ts_bucket_start", summary.Start.Unix()-1800),
+		sb.LE("ts_bucket_start", summary.End.Unix()),
+		// Reads only the JSON column; spans with messages only in the legacy maps are skipped.
+		// todo(nitya): pick the column from the attribute evolution metadata.
+		sb.Or(
+			sqlbuilder.Escape(fmt.Sprintf("attributes.%s IS NOT NULL", clickhousesql.Identifier(aiobservabilitytypes.GenAIInputMessages))),
+			sqlbuilder.Escape(fmt.Sprintf("attributes.%s IS NOT NULL", clickhousesql.Identifier(aiobservabilitytypes.GenAIOutputMessages))),
+		),
+	)
+	if cursor != nil {
+		// ClickHouse can't use an index for a tuple comparison, so the separate timestamp and
+		// ts_bucket_start bounds are what skip the data before the cursor.
+		sb.Where(
+			sb.GE("ts_bucket_start", int64(cursor.TimeUnixNano/uint64(time.Second))-1800),
+			sb.GE("timestamp", fmt.Sprintf("%d", cursor.TimeUnixNano)),
+			sb.GT("(toUnixTimestamp64Nano(timestamp), span_id)", sqlbuilder.Tuple(cursor.TimeUnixNano, cursor.SpanID)),
+		)
+	}
+	sb.OrderByAsc("timestamp")
+	sb.OrderByAsc("span_id")
+	sb.Limit(limit)
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+
+	var spans []spantypes.StorableSpan
+	if err := s.telemetryStore.ClickhouseDB().Select(ctx, &spans, query, args...); err != nil {
+		return nil, errors.WrapInternalf(err, errors.CodeInternal, "error querying thread spans")
+	}
+	return spans, nil
+}
+
 func (s *traceStore) GetFlamegraphSpans(ctx context.Context, traceID string, start, end time.Time, spanIDs []string) ([]spantypes.StorableSpan, error) {
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select(

pkg/modules/tracedetail/tracedetail.go

@@ -13,6 +13,7 @@ type Handler interface {
 	GetWaterfallV4(http.ResponseWriter, *http.Request)
 	GetTraceAggregations(http.ResponseWriter, *http.Request)
 	GetFlamegraph(http.ResponseWriter, *http.Request)
+	GetThread(http.ResponseWriter, *http.Request)
 }
 
 // Module defines the business logic for trace detail operations.
@@ -20,4 +21,5 @@ type Module interface {
 	GetWaterfallV4(ctx context.Context, traceID string, selectedSpanID string, uncollapsedSpans []string) (*spantypes.GettableWaterfallTrace, error)
 	GetTraceAggregations(ctx context.Context, traceID string, req *spantypes.PostableTraceAggregations) (*spantypes.GettableTraceAggregations, error)
 	GetFlamegraph(ctx context.Context, traceID string, selectedSpanID string, selectFields []telemetrytypes.TelemetryFieldKey) (*spantypes.GettableFlamegraphTrace, error)
+	GetThread(ctx context.Context, traceID string, query *spantypes.ThreadQuery) (*spantypes.GettableTraceThread, error)
 }

pkg/querier/consume.go

@@ -566,24 +566,6 @@ func readAsRaw(rows driver.Rows, queryName string) (*qbtypes.RawData, error) {
 	}, nil
 }
 
-// flattenJSONPaths flattens a decoded JSON document into dotted keys, overwriting existing keys in out.
-func flattenJSONPaths(prefix string, m map[string]any, out map[string]any) {
-	for k, v := range m {
-		key := k
-		if prefix != "" {
-			key = prefix + "." + k
-		}
-		switch child := v.(type) {
-		case map[string]any:
-			flattenJSONPaths(key, child, out)
-		case telemetrystoretypes.JSONValue:
-			flattenJSONPaths(key, child, out)
-		default:
-			out[key] = v
-		}
-	}
-}
-
 // mergeSpanAttributeColumns merges (attributes_string, attributes_number, attributes_bool, resources_string) into
 // unified "attributes" and "resource" keys, and parses the stringified `events`
 // and `links` columns into structured slices. Raw DB columns are removed.
@@ -598,7 +580,7 @@ func mergeSpanAttributeColumns(data map[string]any) {
 	resStr, hasRes := data["resources_string"]
 	if hasStr || hasNum || hasBool || attrJSON != nil || hasRes {
 		attributes := make(map[string]any)
-		flattenJSONPaths("", attrJSON, attributes)
+		attrJSON.FlattenInto("", attributes)
 		if m, ok := attrStr.(map[string]string); ok {
 			for k, v := range m {
 				attributes[k] = v

pkg/sqlmigration/049_add_route_policy.go

@@ -13,7 +13,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/sqlschema"
 	"github.com/SigNoz/signoz/pkg/sqlstore"
 	"github.com/SigNoz/signoz/pkg/types"
-	"github.com/SigNoz/signoz/pkg/types/ruletypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 	"github.com/uptrace/bun"
 	"github.com/uptrace/bun/migrate"
@@ -50,6 +49,11 @@ type rule struct {
 	OrgID   string `bun:"org_id,type:text"`
 }
 
+type routePolicyRuleData struct {
+	PreferredChannels []string          `json:"preferredChannels"`
+	Labels            map[string]string `json:"labels"`
+}
+
 type addRoutePolicies struct {
 	sqlstore  sqlstore.SQLStore
 	sqlschema sqlschema.SQLSchema
@@ -187,20 +191,20 @@ func (migration *addRoutePolicies) migrateRulesToRoutePolicies(ctx context.Conte
 func (migration *addRoutePolicies) convertRulesToRoutes(rules []*rule, channelsByOrg map[string][]string) ([]*expressionRoute, error) {
 	var routes []*expressionRoute
 	for _, r := range rules {
-		var gettableRule ruletypes.GettableRule
-		if err := json.Unmarshal([]byte(r.Data), &gettableRule); err != nil {
+		var ruleData routePolicyRuleData
+		if err := json.Unmarshal([]byte(r.Data), &ruleData); err != nil {
 			return nil, errors.NewInternalf(errors.CodeInternal, "failed to unmarshal rule data for rule ID %s: %v", r.ID, err)
 		}
 
-		if len(gettableRule.PreferredChannels) == 0 {
+		if len(ruleData.PreferredChannels) == 0 {
 			channels, exists := channelsByOrg[r.OrgID]
 			if !exists || len(channels) == 0 {
 				continue
 			}
-			gettableRule.PreferredChannels = channels
+			ruleData.PreferredChannels = channels
 		}
 		severity := "critical"
-		if v, ok := gettableRule.Labels["severity"]; ok {
+		if v, ok := ruleData.Labels["severity"]; ok {
 			severity = v
 		}
 		expression := fmt.Sprintf(`%s == "%s" && %s == "%s"`, "threshold.name", severity, "ruleId", r.ID.String())
@@ -218,7 +222,7 @@ func (migration *addRoutePolicies) convertRulesToRoutes(rules []*rule, channelsB
 			},
 			Expression:     expression,
 			ExpressionKind: "rule",
-			Channels:       gettableRule.PreferredChannels,
+			Channels:       ruleData.PreferredChannels,
 			Name:           r.ID.StringValue(),
 			Enabled:        true,
 			OrgID:          r.OrgID,

pkg/tokenizer/opaquetokenizer/provider.go

@@ -364,12 +364,26 @@ func (provider *provider) gc(ctx context.Context, org *types.Organization) error
 }
 
 func (provider *provider) flushLastObservedAt(ctx context.Context, org *types.Organization) error {
-	accessTokenToLastObservedAt, err := provider.listLastObservedAtDesc(ctx, org.ID)
+	tokens, err := provider.tokenStore.ListByOrgID(ctx, org.ID)
 	if err != nil {
 		return err
 	}
 
-	if err := provider.tokenStore.UpdateLastObservedAtByAccessToken(ctx, accessTokenToLastObservedAt); err != nil {
+	observedTokens := make([]*authtypes.StorableToken, 0, len(tokens))
+	for _, token := range tokens {
+		cachedLastObservedAt, ok := provider.lastObservedAtCache.Get(lastObservedAtCacheKey(token.AccessToken, token.UserID))
+		if !ok {
+			continue
+		}
+
+		if err := token.UpdateLastObservedAt(cachedLastObservedAt); err != nil {
+			continue
+		}
+
+		observedTokens = append(observedTokens, token)
+	}
+
+	if err := provider.tokenStore.UpdateLastObservedAt(ctx, observedTokens); err != nil {
 		return err
 	}
 

pkg/tokenizer/tokenizerstore/sqltokenizerstore/store.go

@@ -232,15 +232,16 @@ func (store *store) ListByUserID(ctx context.Context, userID valuer.UUID) ([]*au
 	return tokens, nil
 }
 
-func (store *store) UpdateLastObservedAtByAccessToken(ctx context.Context, accessTokenToLastObservedAt []map[string]any) error {
-	if len(accessTokenToLastObservedAt) == 0 {
+func (store *store) UpdateLastObservedAt(ctx context.Context, tokens []*authtypes.StorableToken) error {
+	if len(tokens) == 0 {
 		return nil
 	}
 
 	values := store.
 		sqlstore.
 		BunDBCtx(ctx).
-		NewValues(&accessTokenToLastObservedAt)
+		NewValues(&tokens).
+		Column("id", "last_observed_at", "updated_at")
 
 	_, err := store.
 		sqlstore.
@@ -250,8 +251,8 @@ func (store *store) UpdateLastObservedAtByAccessToken(ctx context.Context, acces
 		Model((*authtypes.StorableToken)(nil)).
 		TableExpr("update_cte").
 		Set("last_observed_at = update_cte.last_observed_at").
-		Where("auth_token.access_token = update_cte.access_token").
-		Where("auth_token.user_id = update_cte.user_id").
+		Set("updated_at = update_cte.updated_at").
+		Where("auth_token.id = update_cte.id").
 		Exec(ctx)
 	if err != nil {
 		return err

pkg/types/aiobservabilitytypes/genaimessages/captured_test.go

@@ -0,0 +1,41 @@
+package genaimessages
+
+import (
+	"encoding/json"
+	"os"
+	"path/filepath"
+	"strings"
+	"testing"
+
+	"github.com/SigNoz/signoz/pkg/types/aiobservabilitytypes"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+// testdata/captured/<sdk>/<attribute>.txt holds a real attribute value from the scripts
+// repo's static-telemetry-generator captures; <attribute>.want.json is its reviewed output.
+func TestNormalizeCapturedPayloads(t *testing.T) {
+	inputs, err := filepath.Glob(filepath.Join("testdata", "captured", "*", "*.txt"))
+	require.NoError(t, err)
+	require.NotEmpty(t, inputs)
+
+	for _, input := range inputs {
+		sdk := filepath.Base(filepath.Dir(input))
+		attribute := strings.TrimSuffix(filepath.Base(input), ".txt")
+		t.Run(sdk+"/"+attribute, func(t *testing.T) {
+			raw, err := os.ReadFile(input)
+			require.NoError(t, err)
+			wantJSON, err := os.ReadFile(strings.TrimSuffix(input, ".txt") + ".want.json")
+			require.NoError(t, err)
+
+			var want []aiobservabilitytypes.Message
+			require.NoError(t, json.Unmarshal(wantJSON, &want))
+			got, err := json.Marshal(Normalize(string(raw)))
+			require.NoError(t, err)
+			var gotRoundTrip []aiobservabilitytypes.Message
+			require.NoError(t, json.Unmarshal(got, &gotRoundTrip))
+
+			assert.Equal(t, want, gotRoundTrip)
+		})
+	}
+}

pkg/types/aiobservabilitytypes/genaimessages/envelope.go

@@ -0,0 +1,307 @@
+package genaimessages
+
+import (
+	"encoding/json"
+
+	"github.com/SigNoz/signoz/pkg/types/aiobservabilitytypes"
+)
+
+// convertSemconvMessages handles [{role, parts, finish_reason}] and Gemini contents.
+func convertSemconvMessages(value any) ([]aiobservabilitytypes.Message, bool) {
+	list, ok := value.([]any)
+	if !ok || len(list) == 0 {
+		return nil, false
+	}
+	first, ok := toObject(firstItem(list))
+	if !ok {
+		return nil, false
+	}
+	if ok := first.has("parts"); !ok {
+		return nil, false
+	}
+
+	messages := make([]aiobservabilitytypes.Message, 0, len(list))
+	for _, item := range list {
+		m, ok := toObject(item)
+		if !ok {
+			messages = append(messages, genericMessages(stringOf(item))...)
+			continue
+		}
+		messages = append(messages, semconvMessage(m, "")...)
+	}
+	return messages, true
+}
+
+// convertChatMessageList handles OpenAI, Anthropic, Vercel and LangChain message lists.
+func convertChatMessageList(value any) ([]aiobservabilitytypes.Message, bool) {
+	list, ok := value.([]any)
+	if !ok || len(list) == 0 {
+		return nil, false
+	}
+	if !isChatMessage(firstItem(list)) {
+		return nil, false
+	}
+	messages := make([]aiobservabilitytypes.Message, 0, len(list))
+	for _, item := range list {
+		messages = append(messages, chatMessage(item, "")...)
+	}
+	return messages, true
+}
+
+func isChatMessage(value any) bool {
+	m, ok := toObject(value)
+	if !ok {
+		return false
+	}
+	if ok := m.has("role"); ok {
+		return true
+	}
+	switch typ := m.str("type"); typ {
+	case "message", "reasoning", "human", "ai", "tool", "system":
+		return true
+	case "constructor":
+		ok := m.has("kwargs")
+		return ok
+	default:
+		return isResponsesItemType(typ)
+	}
+}
+
+// convertToolCallList handles a bare tool call list, e.g. Vercel ai.response.toolCalls.
+func convertToolCallList(value any) ([]aiobservabilitytypes.Message, bool) {
+	list, ok := value.([]any)
+	if !ok || len(list) == 0 {
+		return nil, false
+	}
+	msg := aiobservabilitytypes.Message{Role: aiobservabilitytypes.MessageRoleAssistant, Content: make([]aiobservabilitytypes.Part, 0, len(list))}
+	for _, item := range list {
+		call, ok := toObject(item)
+		if !ok || !isToolCall(call) {
+			return nil, false
+		}
+		msg.Content = append(msg.Content, toolCallPart(call))
+	}
+	return []aiobservabilitytypes.Message{msg}, true
+}
+
+// isToolCall rejects tool definitions, which carry no arguments.
+func isToolCall(call object) bool {
+	if has := call.has("toolName"); has {
+		return true
+	}
+	if fn, ok := call.obj("function"); ok {
+		has := fn.has("arguments")
+		return has
+	}
+	if has := call.has("name"); !has {
+		return false
+	}
+	_, has := call.lookup("arguments", "args")
+	return has
+}
+
+// convertChatRequest handles OpenAI, Anthropic, Vercel, Gemini and LangChain request objects.
+func convertChatRequest(value any) ([]aiobservabilitytypes.Message, bool) {
+	m, ok := toObject(value)
+	if !ok {
+		return nil, false
+	}
+	conversation, ok := m.lookup("messages", "input", "contents", "prompt")
+	if !ok {
+		return nil, false
+	}
+
+	messages := []aiobservabilitytypes.Message{}
+	if system := systemMessage(m.first("system", "instructions", "system_instruction", "systemInstruction", "system_prompt")); system != nil {
+		messages = append(messages, *system)
+	} else if config, ok := m.obj("config"); ok {
+		if system := systemMessage(config.first("system_instruction", "systemInstruction")); system != nil {
+			messages = append(messages, *system)
+		}
+	}
+
+	// {messages: "[...]"}: the list arrives JSON-encoded once more from some SDKs
+	if s, isString := conversation.(string); isString {
+		var decoded any
+		if err := json.Unmarshal([]byte(s), &decoded); err == nil {
+			if _, isList := decoded.([]any); isList {
+				conversation = decoded
+			}
+		}
+	}
+	switch c := conversation.(type) {
+	case string:
+		if c != "" {
+			messages = append(messages, textMessage(aiobservabilitytypes.MessageRoleUser, c))
+		}
+	case []any:
+		for _, item := range flattenOnce(c) {
+			if s, isString := item.(string); isString {
+				messages = append(messages, textMessage(aiobservabilitytypes.MessageRoleUser, s))
+				continue
+			}
+			messages = append(messages, semconvMessage(asObject(item), aiobservabilitytypes.MessageRoleUser)...)
+		}
+	case map[string]any:
+		messages = append(messages, semconvMessage(c, aiobservabilitytypes.MessageRoleUser)...)
+	default:
+		return nil, false
+	}
+	return messages, true
+}
+
+// systemMessage returns nil when value is empty or unknown.
+func systemMessage(value any) *aiobservabilitytypes.Message {
+	msg := aiobservabilitytypes.Message{Role: aiobservabilitytypes.MessageRoleSystem, Content: []aiobservabilitytypes.Part{}}
+	switch v := value.(type) {
+	case string:
+		if v == "" {
+			return nil
+		}
+		msg.Content = append(msg.Content, textPart(v))
+	case []any:
+		for _, item := range v {
+			msg.Content = append(msg.Content, contentBlockPart(item))
+		}
+	case map[string]any:
+		parts, ok := object(v).list("parts")
+		if !ok {
+			return nil
+		}
+		for _, p := range parts {
+			msg.Content = append(msg.Content, semconvPart(p))
+		}
+	default:
+		return nil
+	}
+	if len(msg.Content) == 0 {
+		return nil
+	}
+	return &msg
+}
+
+// convertChatResponse handles the OpenAI Chat Completions {choices} response.
+func convertChatResponse(value any) ([]aiobservabilitytypes.Message, bool) {
+	m, ok := toObject(value)
+	if !ok {
+		return nil, false
+	}
+	choices, ok := m.list("choices")
+	if !ok {
+		return nil, false
+	}
+	messages := make([]aiobservabilitytypes.Message, 0, len(choices))
+	for _, c := range choices {
+		choice := asObject(c)
+		var converted []aiobservabilitytypes.Message
+		if message, ok := toObject(choice.first("message", "delta")); ok {
+			converted = chatMessage(message, aiobservabilitytypes.MessageRoleAssistant)
+		} else if text, ok := choice.get("text"); ok {
+			converted = []aiobservabilitytypes.Message{textMessage(aiobservabilitytypes.MessageRoleAssistant, stringOf(text))}
+		} else {
+			converted = []aiobservabilitytypes.Message{{Role: aiobservabilitytypes.MessageRoleAssistant, Content: []aiobservabilitytypes.Part{genericPart(choice)}}}
+		}
+		messages = append(messages, withFinishReason(converted, choice.str("finish_reason"))...)
+	}
+	return messages, true
+}
+
+func convertResponsesAPIResponse(value any) ([]aiobservabilitytypes.Message, bool) {
+	m, ok := toObject(value)
+	if !ok {
+		return nil, false
+	}
+	output, ok := m.list("output")
+	if !ok {
+		return nil, false
+	}
+	messages := make([]aiobservabilitytypes.Message, 0, len(output))
+	for _, item := range output {
+		messages = append(messages, chatMessage(item, aiobservabilitytypes.MessageRoleAssistant)...)
+	}
+	if last := lastMessage(messages); last != nil && last.FinishReason == "" {
+		if details, ok := m.obj("incomplete_details"); ok {
+			last.FinishReason = normalizeFinishReason(details.str("reason"))
+		} else if m.str("status") == "completed" {
+			last.FinishReason = aiobservabilitytypes.FinishReasonStop
+		}
+	}
+	return messages, true
+}
+
+// convertGeminiResponse handles Gemini {candidates} and Google ADK {content} responses.
+func convertGeminiResponse(value any) ([]aiobservabilitytypes.Message, bool) {
+	m, ok := toObject(value)
+	if !ok {
+		return nil, false
+	}
+	if content, ok := m.obj("content"); ok {
+		if hasParts := content.has("parts"); hasParts {
+			return withFinishReason(semconvMessage(content, aiobservabilitytypes.MessageRoleAssistant), finishReasonOf(m)), true
+		}
+	}
+	candidates, ok := m.list("candidates")
+	if !ok {
+		return nil, false
+	}
+	messages := make([]aiobservabilitytypes.Message, 0, len(candidates))
+	for _, c := range candidates {
+		candidate := asObject(c)
+		content, ok := candidate.obj("content")
+		if !ok {
+			generic := []aiobservabilitytypes.Message{{Role: aiobservabilitytypes.MessageRoleAssistant, Content: []aiobservabilitytypes.Part{genericPart(candidate)}}}
+			messages = append(messages, withFinishReason(generic, finishReasonOf(candidate))...)
+			continue
+		}
+		messages = append(messages, withFinishReason(semconvMessage(content, aiobservabilitytypes.MessageRoleAssistant), finishReasonOf(candidate))...)
+	}
+	return messages, true
+}
+
+func convertLegacyCompletion(value any) ([]aiobservabilitytypes.Message, bool) {
+	m, ok := toObject(value)
+	if !ok {
+		return nil, false
+	}
+	completion, ok := m.text("completion")
+	if !ok {
+		return nil, false
+	}
+	msg := aiobservabilitytypes.Message{Role: aiobservabilitytypes.MessageRoleAssistant, Content: []aiobservabilitytypes.Part{}}
+	if reasoning, ok := m.text("reasoning"); ok && reasoning != "" {
+		msg.Content = append(msg.Content, aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeThinking, Content: reasoning})
+	}
+	msg.Content = append(msg.Content, textPart(completion))
+	return []aiobservabilitytypes.Message{msg}, true
+}
+
+func convertLangChainGenerations(value any) ([]aiobservabilitytypes.Message, bool) {
+	m, ok := toObject(value)
+	if !ok {
+		return nil, false
+	}
+	generations, ok := m.list("generations")
+	if !ok {
+		return nil, false
+	}
+	messages := []aiobservabilitytypes.Message{}
+	for _, g := range flattenOnce(generations) {
+		gen := asObject(g)
+		var converted []aiobservabilitytypes.Message
+		if message, ok := gen.obj("message"); ok {
+			converted = chatMessage(message, aiobservabilitytypes.MessageRoleAssistant)
+		} else {
+			converted = []aiobservabilitytypes.Message{textMessage(aiobservabilitytypes.MessageRoleAssistant, gen.str("text"))}
+		}
+		messages = append(messages, withFinishReason(converted, asObject(gen.at("generation_info")).str("finish_reason"))...)
+	}
+	return messages, true
+}
+
+// withFinishReason sets reason on the last message that has none.
+func withFinishReason(messages []aiobservabilitytypes.Message, reason string) []aiobservabilitytypes.Message {
+	if last := lastMessage(messages); last != nil && last.FinishReason == "" {
+		last.FinishReason = normalizeFinishReason(reason)
+	}
+	return messages
+}

pkg/types/aiobservabilitytypes/genaimessages/envelope_test.go

@@ -0,0 +1,288 @@
+package genaimessages
+
+import (
+	"testing"
+
+	"github.com/SigNoz/signoz/pkg/types/aiobservabilitytypes"
+)
+
+func TestNormalizeEnvelopeRequests(t *testing.T) {
+	assertNormalize(t, []normalizeCase{
+		{
+			name: "AnthropicRequest_SystemStringBecomesSystemMessage",
+			raw: `{
+				"model": "claude",
+				"system": "Be brief.",
+				"messages": [{"role": "user", "content": "Hi"}],
+				"max_tokens": 100
+			}`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleSystem,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Be brief."},
+					},
+				},
+				{
+					Role: aiobservabilitytypes.MessageRoleUser,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Hi"},
+					},
+				},
+			},
+		},
+		{
+			name: "GeminiRequest_ConfigSystemInstructionBecomesSystemMessage",
+			raw: `{
+				"model": "gemini-2.0",
+				"config": {"system_instruction": "Be brief."},
+				"contents": [
+					{"role": "user", "parts": [{"text": "Hi"}]},
+					{
+						"role": "user",
+						"parts": [
+							{
+								"function_response": {"name": "get_weather", "response": {"temp": 20}}
+							}
+						]
+					}
+				]
+			}`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleSystem,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Be brief."},
+					},
+				},
+				{
+					Role: aiobservabilitytypes.MessageRoleUser,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Hi"},
+					},
+				},
+				{
+					Role: aiobservabilitytypes.MessageRoleUser,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeToolResult, Name: "get_weather", Content: `{"temp":20}`},
+					},
+				},
+			},
+		},
+		{
+			name: "GeminiRequest_SystemInstructionPartsBecomeSystemMessage",
+			raw:  `{"system_instruction": {"parts": [{"text": "Be brief."}]}, "contents": [{"role": "user", "parts": [{"text": "Hi"}]}]}`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleSystem,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Be brief."},
+					},
+				},
+				{
+					Role: aiobservabilitytypes.MessageRoleUser,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Hi"},
+					},
+				},
+			},
+		},
+		{
+			name: "RequestWithMessagesAsJSONString_MessagesDecoded",
+			raw:  `{"messages":"[{\"role\":\"user\",\"content\":\"Hi\"}]"}`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleUser,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Hi"},
+					},
+				},
+			},
+		},
+	})
+}
+
+func TestNormalizeEnvelopeChatResponses(t *testing.T) {
+	assertNormalize(t, []normalizeCase{
+		{
+			name: "StreamingChunkDelta_BecomesAssistantText",
+			raw:  `{"choices": [{"delta": {"role": "assistant", "content": "Hel"}, "finish_reason": null}]}`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleAssistant,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Hel"},
+					},
+				},
+			},
+		},
+		{
+			name: "LegacyCompletionChoiceText_BecomesAssistantTextWithLength",
+			raw:  `{"choices": [{"text": "Hello", "finish_reason": "length"}]}`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role:         aiobservabilitytypes.MessageRoleAssistant,
+					FinishReason: aiobservabilitytypes.FinishReasonLength,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Hello"},
+					},
+				},
+			},
+		},
+		{
+			name: "FilteredChoiceWithoutMessage_BecomesGenericWithContentFilter",
+			raw:  `{"choices": [{"index": 0, "finish_reason": "content_filter"}]}`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role:         aiobservabilitytypes.MessageRoleAssistant,
+					FinishReason: aiobservabilitytypes.FinishReasonContentFilter,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeGeneric, Content: `{"finish_reason":"content_filter","index":0}`},
+					},
+				},
+			},
+		},
+	})
+}
+
+func TestNormalizeEnvelopeOpenAIResponses(t *testing.T) {
+	assertNormalize(t, []normalizeCase{
+		{
+			name: "ResponsesAPIResponse_MessageAndReasoningItemsConverted",
+			raw: `{
+				"object": "response",
+				"status": "completed",
+				"output": [
+					{
+						"type": "reasoning",
+						"id": "rs_1",
+						"summary": [{"type": "summary_text", "text": "Thinking about it"}]
+					},
+					{
+						"type": "message",
+						"role": "assistant",
+						"content": [{"type": "output_text", "text": "Paris."}]
+					}
+				]
+			}`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleAssistant,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeThinking, Content: "Thinking about it"},
+					},
+				},
+				{
+					Role: aiobservabilitytypes.MessageRoleAssistant,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Paris."},
+					},
+					FinishReason: aiobservabilitytypes.FinishReasonStop,
+				},
+			},
+		},
+		{
+			name: "ResponsesAPIResponseIncomplete_EncryptedReasoningEmptyAndFinishReasonLength",
+			raw: `{
+				"output": [
+					{"type": "reasoning", "content": [{"type": "reasoning_text", "text": "step 1"}]},
+					{"type": "reasoning", "encrypted_content": "gAAAA"}
+				],
+				"status": "incomplete",
+				"incomplete_details": {"reason": "max_output_tokens"}
+			}`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleAssistant,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeThinking, Content: "step 1"},
+					},
+				},
+				{
+					Role:         aiobservabilitytypes.MessageRoleAssistant,
+					FinishReason: aiobservabilitytypes.FinishReasonLength,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeThinking},
+					},
+				},
+			},
+		},
+	})
+}
+
+func TestNormalizeEnvelopeGemini(t *testing.T) {
+	assertNormalize(t, []normalizeCase{
+		{
+			name: "GeminiResponse_ThoughtAndFunctionCallPartsConverted",
+			raw: `{
+				"candidates": [
+					{
+						"content": {
+							"parts": [
+								{"text": "Let me check", "thought": true},
+								{"function_call": {"name": "get_weather", "args": {"city": "Paris"}}}
+							],
+							"role": "model"
+						},
+						"finishReason": "STOP"
+					}
+				],
+				"usageMetadata": {}
+			}`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role:         aiobservabilitytypes.MessageRoleAssistant,
+					FinishReason: aiobservabilitytypes.FinishReasonStop,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeThinking, Content: "Let me check"},
+						{Type: aiobservabilitytypes.PartTypeToolCall, Name: "get_weather", Arguments: map[string]any{"city": "Paris"}},
+					},
+				},
+			},
+		},
+		{
+			name: "GoogleADKResponse_ContentBecomesAssistantMessageWithStop",
+			raw:  `{"content": {"parts": [{"text": "It is 18°C and clear in Bengaluru."}], "role": "model"}, "finish_reason": "STOP"}`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role:         aiobservabilitytypes.MessageRoleAssistant,
+					FinishReason: aiobservabilitytypes.FinishReasonStop,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "It is 18°C and clear in Bengaluru."},
+					},
+				},
+			},
+		},
+		{
+			name: "GeminiResponseBlockedBySafety_BecomesGenericWithContentFilter",
+			raw:  `{"candidates": [{"finishReason": "SAFETY", "index": 0}]}`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role:         aiobservabilitytypes.MessageRoleAssistant,
+					FinishReason: aiobservabilitytypes.FinishReasonContentFilter,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeGeneric, Content: `{"finishReason":"SAFETY","index":0}`},
+					},
+				},
+			},
+		},
+	})
+}
+
+func TestNormalizeEnvelopeLangChain(t *testing.T) {
+	assertNormalize(t, []normalizeCase{
+		{
+			name: "LangChainGenerationWithOnlyText_BecomesAssistantTextWithLength",
+			raw:  `{"generations": [[{"text": "Observability is the ability", "generation_info": {"finish_reason": "length"}}]]}`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role:         aiobservabilitytypes.MessageRoleAssistant,
+					FinishReason: aiobservabilitytypes.FinishReasonLength,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Observability is the ability"},
+					},
+				},
+			},
+		},
+	})
+}

pkg/types/aiobservabilitytypes/genaimessages/genaimessages.go

@@ -0,0 +1,71 @@
+package genaimessages
+
+import (
+	"encoding/json"
+	"strings"
+
+	"github.com/SigNoz/signoz/pkg/types/aiobservabilitytypes"
+)
+
+// Ordered by specificity: earlier converters never match a later format.
+var converters = []converter{
+	convertSemconvMessages,
+	convertChatMessageList,
+	convertToolCallList,
+	convertChatRequest,
+	convertChatResponse,
+	convertResponsesAPIResponse,
+	convertGeminiResponse,
+	convertLegacyCompletion,
+	convertLangChainGenerations,
+}
+
+// Normalize converts a gen_ai.*.messages value, a JSON string or a decoded value.
+// A string that is not JSON becomes one text part; JSON in no known format becomes
+// one generic part holding the original.
+func Normalize(raw any) []aiobservabilitytypes.Message {
+	var (
+		value    any
+		original string
+	)
+	switch v := raw.(type) {
+	case nil:
+		return []aiobservabilitytypes.Message{}
+	case string:
+		if strings.TrimSpace(v) == "" {
+			return []aiobservabilitytypes.Message{}
+		}
+		original = v
+		if err := json.Unmarshal([]byte(v), &value); err != nil {
+			return []aiobservabilitytypes.Message{{Content: []aiobservabilitytypes.Part{textPart(v)}}}
+		}
+	default:
+		value = v
+		original = stringOf(v)
+	}
+	if value == nil {
+		return []aiobservabilitytypes.Message{}
+	}
+
+	if list, ok := value.([]any); ok {
+		if len(list) == 0 {
+			return []aiobservabilitytypes.Message{}
+		}
+		// [[...]]: some SDKs wrap the conversation in one more list
+		if _, nested := firstItem(list).([]any); nested {
+			value = flattenOnce(list)
+		}
+		// ["{...}", "{...}"]: an array attribute holding one JSON message per element
+		if decoded, ok := decodeJSONStrings(list); ok {
+			value = decoded
+		}
+	}
+	for _, convert := range converters {
+		if messages, ok := convert(value); ok {
+			return messages
+		}
+	}
+	return genericMessages(original)
+}
+
+type converter func(value any) (messages []aiobservabilitytypes.Message, ok bool)

pkg/types/aiobservabilitytypes/genaimessages/genaimessages_test.go

@@ -0,0 +1,146 @@
+package genaimessages
+
+import (
+	"encoding/json"
+	"testing"
+
+	"github.com/SigNoz/signoz/pkg/types/aiobservabilitytypes"
+	"github.com/stretchr/testify/assert"
+)
+
+func TestNormalize(t *testing.T) {
+	assertNormalize(t, []normalizeCase{
+		{
+			name: "ListNestedInAnotherList_Unwrapped",
+			raw:  `[[{"role":"user","content":"Hi"}]]`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleUser,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Hi"},
+					},
+				},
+			},
+		},
+		{
+			name: "ListOfToolDefinitions_FallsBackToGeneric",
+			raw:  `[{"type":"function","function":{"name":"get_weather","description":"Weather","parameters":{"type":"object"}}}]`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeGeneric, Content: `[{"type":"function","function":{"name":"get_weather","description":"Weather","parameters":{"type":"object"}}}]`},
+					},
+				},
+			},
+		},
+		{
+			name: "ListOfMessagesAsJSONStrings_EachDecoded",
+			raw:  []any{`{"role":"user","content":"Hi"}`, `{"role":"assistant","content":"Hello"}`},
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleUser,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Hi"},
+					},
+				},
+				{
+					Role: aiobservabilitytypes.MessageRoleAssistant,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Hello"},
+					},
+				},
+			},
+		},
+		{
+			name: "TextThatIsNotJSON_ReturnedAsOneTextPart",
+			raw:  "Let the cost of the ball be x dollars.",
+			want: []aiobservabilitytypes.Message{
+				{
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Let the cost of the ball be x dollars."},
+					},
+				},
+			},
+		},
+		{
+			name: "JSONInNoKnownFormat_ReturnedVerbatimAsGeneric",
+			raw:  `{"output": "{\"query\": \"SigNoz\"}", "kwargs": {"name": "search_web"}}`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeGeneric, Content: `{"output": "{\"query\": \"SigNoz\"}", "kwargs": {"name": "search_web"}}`},
+					},
+				},
+			},
+		},
+		{
+			name: "AlreadyDecodedValue_ConvertedLikeJSON",
+			raw:  []any{map[string]any{"role": "user", "content": "hi"}},
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleUser,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "hi"},
+					},
+				},
+			},
+		},
+		{
+			name: "BlankString_ReturnsNoMessages",
+			raw:  " \n\t ",
+			want: []aiobservabilitytypes.Message{},
+		},
+		{
+			name: "JSONNull_ReturnsNoMessages",
+			raw:  `null`,
+			want: []aiobservabilitytypes.Message{},
+		},
+	})
+}
+
+func FuzzNormalize(f *testing.F) {
+	for _, seed := range []string{
+		`[{"role": "user", "parts": [{"type": "text", "content": "Hi"}]}]`,
+		`[{"role": "assistant", "content": [{"type": "tool_use", "id": "toolu_1", "name": "f", "input": {}}]}]`,
+		`[{"role": "tool", "tool_call_id": "call_1", "content": [{"type": "text", "text": "ok"}]}]`,
+		`{"messages": [{"role": "user", "content": "Hi"}], "system": [{"type": "text", "text": "Be brief."}]}`,
+		`{"choices": [{"message": {"role": "assistant", "content": "Hi"}, "finish_reason": "stop"}]}`,
+		`{"output": [{"type": "function_call", "call_id": "c", "name": "f", "arguments": "{}"}, {"type": "reasoning"}]}`,
+		`{"candidates": [{"content": {"parts": [{"functionCall": {"name": "f", "args": {}}}], "role": "model"}}]}`,
+		`{"generations": [[{"text": "Hi", "message": {"lc": 1, "type": "constructor", "id": ["AIMessage"], "kwargs": {}}}]]}`,
+		`[[{"role": "user", "content": "Hi"}]]`,
+		`["{\"role\": \"user\", \"content\": \"Hi\"}"]`,
+		``, `null`, `{}`, `[]`, `[{}]`, `"text"`, `42`,
+	} {
+		f.Add(seed)
+	}
+	f.Fuzz(func(t *testing.T, raw string) {
+		inputs := []any{raw}
+		var decoded any
+		if json.Unmarshal([]byte(raw), &decoded) == nil {
+			inputs = append(inputs, decoded)
+		}
+		for _, input := range inputs {
+			for i, message := range Normalize(input) {
+				if message.Content == nil {
+					t.Fatalf("message %d has nil content for %#v", i, input)
+				}
+			}
+		}
+	})
+}
+
+type normalizeCase struct {
+	name string
+	raw  any
+	want []aiobservabilitytypes.Message
+}
+
+func assertNormalize(t *testing.T, testCases []normalizeCase) {
+	t.Helper()
+	for _, testCase := range testCases {
+		t.Run(testCase.name, func(t *testing.T) {
+			assert.Equal(t, testCase.want, Normalize(testCase.raw))
+		})
+	}
+}

pkg/types/aiobservabilitytypes/genaimessages/message.go

@@ -0,0 +1,254 @@
+package genaimessages
+
+import (
+	"cmp"
+	"strings"
+
+	"github.com/SigNoz/signoz/pkg/types/aiobservabilitytypes"
+)
+
+// chatMessage returns nil for LangGraph tool definitions.
+func chatMessage(value any, defaultRole aiobservabilitytypes.MessageRole) []aiobservabilitytypes.Message {
+	m, ok := toObject(value)
+	if !ok {
+		return genericMessages(stringOf(value))
+	}
+	if inner, role, ok := langChainMessage(m); ok {
+		return chatMessage(inner, role)
+	}
+	if isLangGraphToolDefinition(m) {
+		return nil
+	}
+
+	typ := m.str("type")
+	if isResponsesItemType(typ) {
+		return responsesItemMessages(m, typ)
+	}
+	if typ == "reasoning" {
+		return []aiobservabilitytypes.Message{{Role: aiobservabilitytypes.MessageRoleAssistant, Content: reasoningParts(m)}}
+	}
+
+	role := cmp.Or(normalizeRole(m.str("role")), standardRole(typ), defaultRole)
+	msg := aiobservabilitytypes.Message{
+		Role:         role,
+		Content:      append(messageContentParts(m, role), messageToolCallParts(m)...),
+		FinishReason: normalizeFinishReason(finishReasonOf(m)),
+	}
+	if refusal := m.str("refusal"); refusal != "" {
+		msg.Content = append(msg.Content, textPart(refusal))
+	}
+	return []aiobservabilitytypes.Message{msg}
+}
+
+// langChainMessage unwraps a serialised message: {lc, type: "constructor", id: [..., "HumanMessage"], kwargs}.
+func langChainMessage(m object) (object, aiobservabilitytypes.MessageRole, bool) {
+	kwargs, ok := m.obj("kwargs")
+	if !ok || m.str("type") != "constructor" {
+		return nil, "", false
+	}
+	return kwargs, cmp.Or(langChainRole(m.at("id")), standardRole(kwargs.str("type"))), true
+}
+
+func langChainRole(id any) aiobservabilitytypes.MessageRole {
+	path, ok := id.([]any)
+	if !ok || len(path) == 0 {
+		return ""
+	}
+	switch class := stringOf(lastItem(path)); {
+	case strings.HasPrefix(class, "System"):
+		return aiobservabilitytypes.MessageRoleSystem
+	case strings.HasPrefix(class, "Human"):
+		return aiobservabilitytypes.MessageRoleUser
+	case strings.HasPrefix(class, "AI"):
+		return aiobservabilitytypes.MessageRoleAssistant
+	case strings.HasPrefix(class, "Tool"), strings.HasPrefix(class, "Function"):
+		return aiobservabilitytypes.MessageRoleTool
+	}
+	return ""
+}
+
+// isLangGraphToolDefinition matches {role: "tool", content: {type: "function"}} without tool_call_id.
+func isLangGraphToolDefinition(m object) bool {
+	if normalizeRole(m.str("role")) != aiobservabilitytypes.MessageRoleTool {
+		return false
+	}
+	if has := m.has("tool_call_id"); has {
+		return false
+	}
+	content, ok := m.obj("content")
+	if !ok || content.str("type") != "function" {
+		return false
+	}
+	ok = content.has("function")
+	return ok
+}
+
+// messageContentParts turns a tool message's text into its result.
+func messageContentParts(m object, role aiobservabilitytypes.MessageRole) []aiobservabilitytypes.Part {
+	parts := []aiobservabilitytypes.Part{}
+	switch content := m.at("content").(type) {
+	case nil:
+	case string:
+		if role == aiobservabilitytypes.MessageRoleTool {
+			parts = append(parts, toolMessageResult(m, content))
+		} else if content != "" {
+			parts = append(parts, textPart(content))
+		}
+	case []any:
+		for _, item := range content {
+			part := contentBlockPart(item)
+			if role == aiobservabilitytypes.MessageRoleTool && part.Type == aiobservabilitytypes.PartTypeText {
+				part = toolMessageResult(m, part.Content)
+			}
+			parts = append(parts, part)
+		}
+	case map[string]any:
+		if contentParts, ok := object(content).list("parts"); ok {
+			for _, p := range contentParts {
+				parts = append(parts, semconvPart(p))
+			}
+		} else if role == aiobservabilitytypes.MessageRoleTool {
+			parts = append(parts, toolMessageResult(m, stringOf(content)))
+		} else {
+			parts = append(parts, genericPart(content))
+		}
+	default:
+		parts = append(parts, genericPart(content))
+	}
+	return parts
+}
+
+func messageToolCallParts(m object) []aiobservabilitytypes.Part {
+	calls, _ := m.first("tool_calls", "toolCalls").([]any)
+	if kwargs, ok := m.obj("additional_kwargs"); ok && len(calls) == 0 {
+		calls, _ = kwargs.list("tool_calls")
+	}
+	parts := make([]aiobservabilitytypes.Part, 0, len(calls)+1)
+	for _, call := range calls {
+		parts = append(parts, toolCallPart(call))
+	}
+	if call, ok := m.obj("function_call"); ok {
+		parts = append(parts, aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeToolCall, Name: call.str("name"), Arguments: parseArguments(call.at("arguments"))})
+	}
+	return parts
+}
+
+func toolMessageResult(m object, content string) aiobservabilitytypes.Part {
+	return aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeToolResult, ToolCallID: stringOf(m.first("tool_call_id", "toolCallId")), Name: m.str("name"), Content: content}
+}
+
+// semconvMessage falls back to chatMessage when m has no parts. LiteLLM mixes in
+// OpenAI fields: tool_calls beside parts, and tool_call_id on tool messages.
+func semconvMessage(m object, defaultRole aiobservabilitytypes.MessageRole) []aiobservabilitytypes.Message {
+	parts, ok := m.list("parts")
+	if !ok {
+		return chatMessage(m, defaultRole)
+	}
+	role := cmp.Or(normalizeRole(m.str("role")), defaultRole)
+	msg := aiobservabilitytypes.Message{
+		Role:         role,
+		Content:      []aiobservabilitytypes.Part{},
+		FinishReason: normalizeFinishReason(finishReasonOf(m)),
+	}
+	for _, p := range parts {
+		part := semconvPart(p)
+		if role == aiobservabilitytypes.MessageRoleTool && part.Type == aiobservabilitytypes.PartTypeText {
+			part = toolMessageResult(m, part.Content)
+		}
+		msg.Content = append(msg.Content, part)
+	}
+	msg.Content = append(msg.Content, messageToolCallParts(m)...)
+	return []aiobservabilitytypes.Message{msg}
+}
+
+// isResponsesItemType matches role-less Responses API tool and MCP items.
+func isResponsesItemType(typ string) bool {
+	switch typ {
+	case "":
+		return false
+	case "function_call", "function_call_output", "tool_call", "custom_tool_call", "custom_tool_call_output",
+		"mcp_call", "mcp_list_tools", "mcp_approval_request", "mcp_approval_response":
+		return true
+	}
+	return strings.HasSuffix(typ, "_call") || strings.HasSuffix(typ, "_call_output")
+}
+
+// responsesItemMessages turns a built-in tool item into a call, plus its result when the item carries one.
+func responsesItemMessages(m object, typ string) []aiobservabilitytypes.Message {
+	switch typ {
+	case "function_call", "tool_call", "custom_tool_call":
+		return []aiobservabilitytypes.Message{{Role: aiobservabilitytypes.MessageRoleAssistant, Content: []aiobservabilitytypes.Part{{
+			Type:      aiobservabilitytypes.PartTypeToolCall,
+			ID:        stringOf(m.first("call_id", "id")),
+			Name:      m.str("name"),
+			Arguments: parseArguments(m.first("arguments", "args", "input")),
+		}}}}
+	case "function_call_output", "custom_tool_call_output":
+		return []aiobservabilitytypes.Message{{Role: aiobservabilitytypes.MessageRoleTool, Content: []aiobservabilitytypes.Part{{
+			Type:       aiobservabilitytypes.PartTypeToolResult,
+			ToolCallID: stringOf(m.first("call_id", "id")),
+			Content:    stringOf(m.first("output", "result")),
+		}}}}
+	}
+
+	id := stringOf(m.first("call_id", "id"))
+	if strings.HasSuffix(typ, "_output") || typ == "mcp_approval_response" {
+		return []aiobservabilitytypes.Message{{Role: aiobservabilitytypes.MessageRoleTool, Content: []aiobservabilitytypes.Part{{
+			Type:       aiobservabilitytypes.PartTypeToolResult,
+			ToolCallID: id,
+			Name:       strings.TrimSuffix(typ, "_output"),
+			Content:    stringOf(m.first("output", "result", "results")),
+		}}}}
+	}
+
+	args := make(map[string]any, len(m))
+	for k, v := range m {
+		switch k {
+		case "type", "id", "call_id", "status", "name", "server_label", "output", "result", "results":
+		default:
+			args[k] = v
+		}
+	}
+	name := stringOf(m.first("name", "server_label"))
+	if name == "" {
+		name = typ
+	}
+	call := aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeToolCall, ID: id, Name: name}
+	if arguments, ok := m.get("arguments"); ok {
+		call.Arguments = parseArguments(arguments)
+	} else if len(args) > 0 {
+		call.Arguments = args
+	}
+	msg := aiobservabilitytypes.Message{Role: aiobservabilitytypes.MessageRoleAssistant, Content: []aiobservabilitytypes.Part{call}}
+	if result := m.first("output", "result", "results"); result != nil {
+		msg.Content = append(msg.Content, aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeToolResult, ToolCallID: id, Name: name, Content: stringOf(result)})
+	}
+	return []aiobservabilitytypes.Message{msg}
+}
+
+// reasoningParts returns one empty thinking part for encrypted reasoning without a summary.
+func reasoningParts(m object) []aiobservabilitytypes.Part {
+	parts := []aiobservabilitytypes.Part{}
+	if summary, ok := m.list("summary"); ok {
+		for _, s := range summary {
+			parts = append(parts, aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeThinking, Content: stringOf(asObject(s).first("text", "content"))})
+		}
+	}
+	if content, ok := m.list("content"); ok {
+		for _, c := range content {
+			parts = append(parts, aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeThinking, Content: stringOf(asObject(c).first("text", "content"))})
+		}
+	}
+	if len(parts) == 0 {
+		parts = append(parts, aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeThinking})
+	}
+	return parts
+}
+
+func textMessage(role aiobservabilitytypes.MessageRole, content string) aiobservabilitytypes.Message {
+	return aiobservabilitytypes.Message{Role: role, Content: []aiobservabilitytypes.Part{textPart(content)}}
+}
+
+func genericMessages(content string) []aiobservabilitytypes.Message {
+	return []aiobservabilitytypes.Message{{Content: []aiobservabilitytypes.Part{genericPart(content)}}}
+}

pkg/types/aiobservabilitytypes/genaimessages/message_test.go

@@ -0,0 +1,257 @@
+package genaimessages
+
+import (
+	"testing"
+
+	"github.com/SigNoz/signoz/pkg/types/aiobservabilitytypes"
+)
+
+func TestNormalizeMessageChat(t *testing.T) {
+	assertNormalize(t, []normalizeCase{
+		{
+			name: "AnthropicMessages_ThinkingAndToolUseBlocksConverted",
+			raw: `[
+				{"role": "user", "content": "Hi"},
+				{
+					"role": "assistant",
+					"content": [
+						{"type": "thinking", "thinking": "Let me see"},
+						{"type": "redacted_thinking", "data": "x"},
+						{
+							"type": "tool_use",
+							"id": "toolu_1",
+							"name": "lookup",
+							"input": {"q": "a"}
+						}
+					],
+					"stop_reason": "tool_use"
+				},
+				{
+					"role": "user",
+					"content": [
+						{
+							"type": "tool_result",
+							"tool_use_id": "toolu_1",
+							"content": "found",
+							"is_error": true
+						}
+					]
+				}
+			]`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleUser,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Hi"},
+					},
+				},
+				{
+					Role:         aiobservabilitytypes.MessageRoleAssistant,
+					FinishReason: aiobservabilitytypes.FinishReasonToolCall,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeThinking, Content: "Let me see"},
+						{Type: aiobservabilitytypes.PartTypeThinking},
+						{Type: aiobservabilitytypes.PartTypeToolCall, ID: "toolu_1", Name: "lookup", Arguments: map[string]any{"q": "a"}},
+					},
+				},
+				{
+					Role: aiobservabilitytypes.MessageRoleUser,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeToolResult, ToolCallID: "toolu_1", Content: "found", IsError: true},
+					},
+				},
+			},
+		},
+		{
+			name: "OpenAIToolMessageTextBlocks_BecomeToolResult",
+			raw: `[
+				{
+					"role": "tool",
+					"tool_call_id": "c1",
+					"content": [{"type": "text", "text": "20C"}, {"type": "text", "text": "clear"}]
+				}
+			]`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleTool,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeToolResult, ToolCallID: "c1", Content: "20C"},
+						{Type: aiobservabilitytypes.PartTypeToolResult, ToolCallID: "c1", Content: "clear"},
+					},
+				},
+			},
+		},
+		{
+			name: "OpenAIRefusal_BecomesAssistantText",
+			raw:  `[{"role": "assistant", "content": null, "refusal": "I can't help with that."}]`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleAssistant,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "I can't help with that."},
+					},
+				},
+			},
+		},
+		{
+			name: "OpenAILegacyFunctionCall_BecomesToolCall",
+			raw:  `[{"role": "assistant", "content": null, "function_call": {"name": "get_weather", "arguments": "{\"city\": \"Paris\"}"}}]`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleAssistant,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeToolCall, Name: "get_weather", Arguments: map[string]any{"city": "Paris"}},
+					},
+				},
+			},
+		},
+	})
+}
+
+func TestNormalizeMessageLangChain(t *testing.T) {
+	assertNormalize(t, []normalizeCase{
+		{
+			name: "LangChainTypedMessages_ToolCallsReadFromAdditionalKwargs",
+			raw: `[
+				{"type": "human", "content": "Weather?"},
+				{
+					"type": "ai",
+					"content": "",
+					"additional_kwargs": {
+						"tool_calls": [
+							{
+								"id": "call_1",
+								"type": "function",
+								"function": {"name": "get_weather", "arguments": "{\"city\":\"Paris\"}"}
+							}
+						]
+					}
+				},
+				{
+					"type": "tool",
+					"content": "20C",
+					"tool_call_id": "call_1",
+					"name": "get_weather"
+				}
+			]`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleUser,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Weather?"},
+					},
+				},
+				{
+					Role: aiobservabilitytypes.MessageRoleAssistant,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeToolCall, ID: "call_1", Name: "get_weather", Arguments: map[string]any{"city": "Paris"}},
+					},
+				},
+				{
+					Role: aiobservabilitytypes.MessageRoleTool,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeToolResult, ToolCallID: "call_1", Name: "get_weather", Content: "20C"},
+					},
+				},
+			},
+		},
+		{
+			name: "LangGraphToolDefinitionMessage_IsDropped",
+			raw: `[
+				{
+					"role": "tool",
+					"content": {
+						"type": "function",
+						"function": {"name": "get_weather", "parameters": {}}
+					}
+				},
+				{"role": "user", "content": "Hi"}
+			]`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleUser,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Hi"},
+					},
+				},
+			},
+		},
+	})
+}
+
+func TestNormalizeMessageOpenAIResponsesItems(t *testing.T) {
+	assertNormalize(t, []normalizeCase{
+		{
+			name: "BuiltInToolCallItem_BecomesToolCall",
+			raw: `{
+				"object": "response",
+				"status": "completed",
+				"output": [
+					{
+						"type": "web_search_call",
+						"id": "ws_1",
+						"status": "completed",
+						"action": {"type": "search", "query": "SigNoz"}
+					},
+					{
+						"type": "custom_tool_call",
+						"call_id": "c1",
+						"name": "grep",
+						"input": "foo"
+					},
+					{
+						"type": "message",
+						"role": "assistant",
+						"content": [{"type": "output_text", "text": "Found it."}]
+					}
+				]
+			}`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleAssistant,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeToolCall, ID: "ws_1", Name: "web_search_call", Arguments: map[string]any{"action": map[string]any{"type": "search", "query": "SigNoz"}}},
+					},
+				},
+				{
+					Role: aiobservabilitytypes.MessageRoleAssistant,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeToolCall, ID: "c1", Name: "grep", Arguments: "foo"},
+					},
+				},
+				{
+					Role: aiobservabilitytypes.MessageRoleAssistant,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Found it."},
+					},
+					FinishReason: aiobservabilitytypes.FinishReasonStop,
+				},
+			},
+		},
+		{
+			name: "BuiltInToolOutputItem_BecomesToolResult",
+			raw:  `[{"type": "local_shell_call_output", "call_id": "call_2", "output": "ok"}]`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleTool,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeToolResult, ToolCallID: "call_2", Name: "local_shell_call", Content: "ok"},
+					},
+				},
+			},
+		},
+		{
+			name: "MCPCallItemWithOutput_BecomesToolCallAndToolResult",
+			raw:  `[{"type": "mcp_call", "id": "mcp_1", "server_label": "deepwiki", "name": "ask_question", "arguments": "{\"q\": \"What is SigNoz?\"}", "output": "An observability platform."}]`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleAssistant,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeToolCall, ID: "mcp_1", Name: "ask_question", Arguments: map[string]any{"q": "What is SigNoz?"}},
+						{Type: aiobservabilitytypes.PartTypeToolResult, ToolCallID: "mcp_1", Name: "ask_question", Content: "An observability platform."},
+					},
+				},
+			},
+		},
+	})
+}

pkg/types/aiobservabilitytypes/genaimessages/part.go

@@ -0,0 +1,152 @@
+package genaimessages
+
+import (
+	"strings"
+
+	"github.com/SigNoz/signoz/pkg/types/aiobservabilitytypes"
+)
+
+func contentBlockPart(value any) aiobservabilitytypes.Part {
+	p, ok := toObject(value)
+	if !ok {
+		if s, ok := value.(string); ok {
+			return textPart(s)
+		}
+		return genericPart(value)
+	}
+	typ := p.str("type")
+	switch typ {
+	case "text", "input_text", "output_text", "refusal", "summary_text":
+		return aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeText, Content: stringOf(p.first("text", "content", "refusal"))}
+	case "thinking", "reasoning":
+		return aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeThinking, Content: stringOf(p.first("thinking", "text", "content", "reasoning"))}
+	case "redacted_thinking":
+		return aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeThinking}
+	case "tool-call", "tool_use", "tool_call", "function_call", "server_tool_use", "mcp_tool_use":
+		return toolCallPart(p)
+	case "tool-result", "tool_result", "function_call_output":
+		return toolResultBlockPart(p, p.first("result", "output", "content"))
+	case "":
+		if text, ok := p.get("text"); ok {
+			return textPart(stringOf(text))
+		}
+	default:
+		if strings.HasSuffix(typ, "_tool_result") {
+			return toolResultBlockPart(p, p.at("content"))
+		}
+	}
+	return genericPart(p)
+}
+
+func semconvPart(value any) aiobservabilitytypes.Part {
+	p, ok := toObject(value)
+	if !ok {
+		if s, ok := value.(string); ok {
+			return textPart(s)
+		}
+		return genericPart(value)
+	}
+	switch p.str("type") {
+	case "text":
+		if p.flag("thought") {
+			return aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeThinking, Content: stringOf(p.first("content", "text"))}
+		}
+		return aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeText, Content: stringOf(p.first("content", "text"))}
+	case "reasoning", "thinking":
+		return aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeThinking, Content: stringOf(p.first("content", "thinking", "text"))}
+	case "redacted_thinking", "redacted_reasoning":
+		return aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeThinking}
+	case "tool_call":
+		return aiobservabilitytypes.Part{
+			Type:      aiobservabilitytypes.PartTypeToolCall,
+			ID:        p.str("id"),
+			Name:      p.str("name"),
+			Arguments: parseArguments(p.first("arguments", "args", "input")),
+		}
+	case "tool_call_response":
+		return aiobservabilitytypes.Part{
+			Type:       aiobservabilitytypes.PartTypeToolResult,
+			ToolCallID: p.str("id"),
+			Name:       p.str("name"),
+			Content:    stringOf(p.first("response", "result", "content", "output")),
+			IsError:    boolOf(p.first("is_error", "isError")),
+		}
+	case "":
+		// Gemini parts carry no type; the field name is the type.
+		if text, ok := p.get("text"); ok {
+			if p.flag("thought") {
+				return aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeThinking, Content: stringOf(text)}
+			}
+			return aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeText, Content: stringOf(text)}
+		}
+		if call, ok := toObject(p.first("functionCall", "function_call")); ok {
+			return aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeToolCall, ID: call.str("id"), Name: call.str("name"), Arguments: parseArguments(call.at("args"))}
+		}
+		if resp, ok := toObject(p.first("functionResponse", "function_response")); ok {
+			return aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeToolResult, ToolCallID: resp.str("id"), Name: resp.str("name"), Content: resp.str("response")}
+		}
+	}
+	return genericPart(p)
+}
+
+// toolCallPart reads the OpenAI, flat, Anthropic and Vercel tool call shapes.
+func toolCallPart(value any) aiobservabilitytypes.Part {
+	call, ok := toObject(value)
+	if !ok {
+		return genericPart(value)
+	}
+	part := aiobservabilitytypes.Part{
+		Type: aiobservabilitytypes.PartTypeToolCall,
+		ID:   stringOf(call.first("toolCallId", "call_id", "id")),
+		Name: stringOf(call.first("toolName", "name")),
+	}
+	if fn, ok := call.obj("function"); ok {
+		part.Name = fn.str("name")
+		part.Arguments = parseArguments(fn.at("arguments"))
+		return part
+	}
+	part.Arguments = parseArguments(call.first("arguments", "args", "input"))
+	return part
+}
+
+// toolResultBlockPart unwraps the Vercel {type, value} result wrapper.
+func toolResultBlockPart(p object, result any) aiobservabilitytypes.Part {
+	if nested, ok := toObject(result); ok && len(nested) <= 2 {
+		if v, ok := nested.get("value"); ok {
+			result = v
+		}
+	}
+	return aiobservabilitytypes.Part{
+		Type:       aiobservabilitytypes.PartTypeToolResult,
+		ToolCallID: stringOf(p.first("toolCallId", "tool_use_id", "tool_call_id", "call_id", "id")),
+		Name:       stringOf(p.first("toolName", "name")),
+		Content:    toolResultText(result),
+		IsError:    boolOf(p.first("isError", "is_error")),
+	}
+}
+
+// toolResultText joins a list of text blocks; anything else goes through stringOf.
+func toolResultText(result any) string {
+	list, ok := result.([]any)
+	if !ok || len(list) == 0 {
+		return stringOf(result)
+	}
+	texts := make([]string, 0, len(list))
+	for _, item := range list {
+		block := asObject(item)
+		text, ok := block.text("text")
+		if !ok || (len(block) == 2 && block.str("type") != "text") || len(block) > 2 {
+			return stringOf(result)
+		}
+		texts = append(texts, text)
+	}
+	return strings.Join(texts, "\n")
+}
+
+func textPart(content string) aiobservabilitytypes.Part {
+	return aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeText, Content: content}
+}
+
+func genericPart(value any) aiobservabilitytypes.Part {
+	return aiobservabilitytypes.Part{Type: aiobservabilitytypes.PartTypeGeneric, Content: stringOf(value)}
+}

pkg/types/aiobservabilitytypes/genaimessages/part_test.go

@@ -0,0 +1,130 @@
+package genaimessages
+
+import (
+	"testing"
+
+	"github.com/SigNoz/signoz/pkg/types/aiobservabilitytypes"
+)
+
+func TestNormalizePartContent(t *testing.T) {
+	assertNormalize(t, []normalizeCase{
+		{
+			name: "PartWithUnknownType_BecomesGeneric",
+			raw:  `[{"role":"user","parts":[{"type":"image","url":"http://x/y.png"}]}]`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleUser,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeGeneric, Content: `{"type":"image","url":"http://x/y.png"}`},
+					},
+				},
+			},
+		},
+	})
+}
+
+func TestNormalizePartThinking(t *testing.T) {
+	assertNormalize(t, []normalizeCase{
+		{
+			name: "ThoughtReasoningAndHiddenParts_BecomeThinking",
+			raw: `[
+				{
+					"role": "assistant",
+					"parts": [
+						{"type": "text", "content": "Let me think", "thought": true},
+						{"type": "reasoning", "content": "step 1"},
+						{"type": "redacted_reasoning", "data": "xyz"},
+						{"type": "text", "content": "Answer"}
+					]
+				}
+			]`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleAssistant,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeThinking, Content: "Let me think"},
+						{Type: aiobservabilitytypes.PartTypeThinking, Content: "step 1"},
+						{Type: aiobservabilitytypes.PartTypeThinking},
+						{Type: aiobservabilitytypes.PartTypeText, Content: "Answer"},
+					},
+				},
+			},
+		},
+	})
+}
+
+func TestNormalizePartTools(t *testing.T) {
+	assertNormalize(t, []normalizeCase{
+		{
+			name: "AnthropicServerToolUseAndWebSearchResult_BecomeToolCallAndResult",
+			raw: `[
+				{
+					"role": "assistant",
+					"content": [
+						{"type": "server_tool_use", "id": "srvtoolu_1", "name": "web_search", "input": {"query": "SigNoz"}},
+						{"type": "web_search_tool_result", "tool_use_id": "srvtoolu_1", "content": [{"type": "web_search_result", "title": "SigNoz", "url": "https://signoz.io"}]}
+					]
+				}
+			]`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleAssistant,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeToolCall, ID: "srvtoolu_1", Name: "web_search", Arguments: map[string]any{"query": "SigNoz"}},
+						{Type: aiobservabilitytypes.PartTypeToolResult, ToolCallID: "srvtoolu_1", Content: `[{"title":"SigNoz","type":"web_search_result","url":"https://signoz.io"}]`},
+					},
+				},
+			},
+		},
+		{
+			name: "AnthropicToolResultTextBlocks_JoinedIntoOneString",
+			raw: `[
+				{
+					"role": "user",
+					"content": [
+						{
+							"type": "tool_result",
+							"tool_use_id": "t1",
+							"content": [
+								{"type": "text", "text": "line one"},
+								{"type": "text", "text": "line two"}
+							]
+						}
+					]
+				}
+			]`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleUser,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeToolResult, ToolCallID: "t1", Content: "line one\nline two"},
+					},
+				},
+			},
+		},
+		{
+			name: "VercelToolResultJSONWrapper_ValueUnwrapped",
+			raw:  `[{"role": "tool", "content": [{"type": "tool-result", "toolCallId": "call_1", "toolName": "get_weather", "result": {"type": "json", "value": {"temp_c": 18}}}]}]`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleTool,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeToolResult, ToolCallID: "call_1", Name: "get_weather", Content: `{"temp_c":18}`},
+					},
+				},
+			},
+		},
+		{
+			name: "ToolCallWithInvalidJSONArguments_ArgumentsKeptAsString",
+			raw:  `[{"role": "assistant", "tool_calls": [{"id": "call_1", "type": "function", "function": {"name": "get_weather", "arguments": "{city: Paris"}}]}]`,
+			want: []aiobservabilitytypes.Message{
+				{
+					Role: aiobservabilitytypes.MessageRoleAssistant,
+					Content: []aiobservabilitytypes.Part{
+						{Type: aiobservabilitytypes.PartTypeToolCall, ID: "call_1", Name: "get_weather", Arguments: "{city: Paris"},
+					},
+				},
+			},
+		},
+	})
+}

pkg/types/aiobservabilitytypes/genaimessages/role.go

@@ -0,0 +1,54 @@
+package genaimessages
+
+import (
+	"strings"
+
+	"github.com/SigNoz/signoz/pkg/types/aiobservabilitytypes"
+)
+
+var finishReasonKeys = []string{"finish_reason", "finishReason", "stop_reason"}
+
+// normalizeRole keeps an unknown role, lowercased.
+func normalizeRole(role string) aiobservabilitytypes.MessageRole {
+	if known := standardRole(role); known != "" {
+		return known
+	}
+	return aiobservabilitytypes.MessageRole(strings.ToLower(strings.TrimSpace(role)))
+}
+
+// normalizeFinishReason keeps an unknown reason, lowercased.
+func normalizeFinishReason(reason string) aiobservabilitytypes.FinishReason {
+	lowered := strings.ToLower(strings.TrimSpace(reason))
+	switch lowered {
+	case "stop", "end_turn", "stop_sequence", "completed", "complete", "eos", "finished":
+		return aiobservabilitytypes.FinishReasonStop
+	case "tool_call", "tool_calls", "tool_use", "function_call":
+		return aiobservabilitytypes.FinishReasonToolCall
+	case "length", "max_tokens", "max_output_tokens", "max_completion_tokens", "model_length":
+		return aiobservabilitytypes.FinishReasonLength
+	case "content_filter", "content_filtered", "guardrail_intervened", "safety", "refusal", "recitation", "blocklist", "prohibited_content", "spii":
+		return aiobservabilitytypes.FinishReasonContentFilter
+	case "error", "failed", "incomplete":
+		return aiobservabilitytypes.FinishReasonError
+	}
+	return aiobservabilitytypes.FinishReason(lowered)
+}
+
+// standardRole maps vendor role names onto MessageRole; anything else is "".
+func standardRole(role string) aiobservabilitytypes.MessageRole {
+	switch strings.ToLower(strings.TrimSpace(role)) {
+	case "system", "developer":
+		return aiobservabilitytypes.MessageRoleSystem
+	case "user", "human":
+		return aiobservabilitytypes.MessageRoleUser
+	case "assistant", "ai", "model":
+		return aiobservabilitytypes.MessageRoleAssistant
+	case "tool", "function":
+		return aiobservabilitytypes.MessageRoleTool
+	}
+	return ""
+}
+
+func finishReasonOf(m object) string {
+	return stringOf(m.first(finishReasonKeys...))
+}

pkg/types/aiobservabilitytypes/genaimessages/role_test.go

@@ -0,0 +1,53 @@
+package genaimessages
+
+import (
+	"testing"
+
+	"github.com/SigNoz/signoz/pkg/types/aiobservabilitytypes"
+	"github.com/stretchr/testify/assert"
+)
+
+func TestNormalizeRole(t *testing.T) {
+	testCases := []struct {
+		name  string
+		roles []string
+		want  aiobservabilitytypes.MessageRole
+	}{
+		{name: "SystemAndDeveloper_MapToSystem", roles: []string{"system", "developer", " Developer "}, want: aiobservabilitytypes.MessageRoleSystem},
+		{name: "UserAndHuman_MapToUser", roles: []string{"user", "human", "HUMAN"}, want: aiobservabilitytypes.MessageRoleUser},
+		{name: "AssistantAIAndModel_MapToAssistant", roles: []string{"assistant", "ai", "model"}, want: aiobservabilitytypes.MessageRoleAssistant},
+		{name: "ToolAndFunction_MapToTool", roles: []string{"tool", "function"}, want: aiobservabilitytypes.MessageRoleTool},
+		{name: "UnknownRole_KeptLowercased", roles: []string{"Narrator"}, want: "narrator"},
+		{name: "EmptyRole_StaysEmpty", roles: []string{"", "  "}, want: ""},
+	}
+	for _, testCase := range testCases {
+		t.Run(testCase.name, func(t *testing.T) {
+			for _, role := range testCase.roles {
+				assert.Equal(t, testCase.want, normalizeRole(role), role)
+			}
+		})
+	}
+}
+
+func TestNormalizeFinishReason(t *testing.T) {
+	testCases := []struct {
+		name    string
+		reasons []string
+		want    aiobservabilitytypes.FinishReason
+	}{
+		{name: "EndOfAnswer_MapsToStop", reasons: []string{"stop", "end_turn", "stop_sequence", "completed", "complete", "eos", "finished", "STOP"}, want: aiobservabilitytypes.FinishReasonStop},
+		{name: "ToolCallVariants_MapToToolCall", reasons: []string{"tool_call", "tool_calls", "tool_use", "function_call"}, want: aiobservabilitytypes.FinishReasonToolCall},
+		{name: "TokenLimits_MapToLength", reasons: []string{"length", "max_tokens", "max_output_tokens", "max_completion_tokens", "model_length", "MAX_TOKENS"}, want: aiobservabilitytypes.FinishReasonLength},
+		{name: "SafetyBlocks_MapToContentFilter", reasons: []string{"content_filter", "content_filtered", "guardrail_intervened", "safety", "refusal", "recitation", "blocklist", "prohibited_content", "spii", "SAFETY"}, want: aiobservabilitytypes.FinishReasonContentFilter},
+		{name: "Failures_MapToError", reasons: []string{"error", "failed", "incomplete"}, want: aiobservabilitytypes.FinishReasonError},
+		{name: "UnknownReason_KeptLowercased", reasons: []string{"Weird"}, want: "weird"},
+		{name: "EmptyReason_StaysEmpty", reasons: []string{"", " "}, want: ""},
+	}
+	for _, testCase := range testCases {
+		t.Run(testCase.name, func(t *testing.T) {
+			for _, reason := range testCase.reasons {
+				assert.Equal(t, testCase.want, normalizeFinishReason(reason), reason)
+			}
+		})
+	}
+}

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/bifrost-gateway/gen_ai.input.messages.txt

@@ -0,0 +1 @@
+[{"role":"user","content":"What's the weather in Bengaluru? Use the tool."},{"role":"assistant","content":"","tool_calls":[{"id":"call_yGnJsGOZMnHKTA2x1XM8897b","type":"function","name":"get_current_weather","args":"{\"city\":\"Bengaluru\"}"}]},{"role":"tool","content":"{\"city\": \"Bengaluru\", \"temp_c\": 28, \"summary\": \"Partly cloudy\"}"}]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/bifrost-gateway/gen_ai.input.messages.want.json

@@ -0,0 +1,33 @@
+[
+	{
+		"role": "user",
+		"content": [
+			{
+				"type": "text",
+				"content": "What's the weather in Bengaluru? Use the tool."
+			}
+		]
+	},
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_yGnJsGOZMnHKTA2x1XM8897b",
+				"name": "get_current_weather",
+				"arguments": {
+					"city": "Bengaluru"
+				}
+			}
+		]
+	},
+	{
+		"role": "tool",
+		"content": [
+			{
+				"type": "tool_result",
+				"content": "{\"city\": \"Bengaluru\", \"temp_c\": 28, \"summary\": \"Partly cloudy\"}"
+			}
+		]
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/bifrost-gateway/gen_ai.output.messages.txt

@@ -0,0 +1 @@
+[{"role":"assistant","content":"","tool_calls":[{"id":"call_yGnJsGOZMnHKTA2x1XM8897b","type":"function","name":"get_current_weather","args":"{\"city\":\"Bengaluru\"}"}]}]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/bifrost-gateway/gen_ai.output.messages.want.json

@@ -0,0 +1,15 @@
+[
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_yGnJsGOZMnHKTA2x1XM8897b",
+				"name": "get_current_weather",
+				"arguments": {
+					"city": "Bengaluru"
+				}
+			}
+		]
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/bifrost/gen_ai.input.messages.txt

@@ -0,0 +1 @@
+[{"role": "user", "parts": [{"content": "What's the weather in Bengaluru? Use the tool.", "type": "text"}]}, {"role": "assistant", "parts": [{"type": "tool_call", "name": "get_current_weather", "id": "call_iXrmKomEbGycID5aX4BYrQcg", "arguments": {"city": "Bengaluru"}}]}, {"role": "tool", "parts": [{"type": "tool_call_response", "id": "call_iXrmKomEbGycID5aX4BYrQcg", "response": "{\"city\": \"Bengaluru\", \"temp_c\": 28, \"summary\": \"Partly cloudy\"}"}]}]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/bifrost/gen_ai.input.messages.want.json

@@ -0,0 +1,34 @@
+[
+	{
+		"role": "user",
+		"content": [
+			{
+				"type": "text",
+				"content": "What's the weather in Bengaluru? Use the tool."
+			}
+		]
+	},
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_iXrmKomEbGycID5aX4BYrQcg",
+				"name": "get_current_weather",
+				"arguments": {
+					"city": "Bengaluru"
+				}
+			}
+		]
+	},
+	{
+		"role": "tool",
+		"content": [
+			{
+				"type": "tool_result",
+				"content": "{\"city\": \"Bengaluru\", \"temp_c\": 28, \"summary\": \"Partly cloudy\"}",
+				"toolCallId": "call_iXrmKomEbGycID5aX4BYrQcg"
+			}
+		]
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/bifrost/gen_ai.output.messages.txt

@@ -0,0 +1 @@
+[{"role": "assistant", "parts": [{"type": "tool_call", "name": "get_current_weather", "id": "call_iXrmKomEbGycID5aX4BYrQcg", "arguments": {"city": "Bengaluru"}}], "finish_reason": "tool_call"}]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/bifrost/gen_ai.output.messages.want.json

@@ -0,0 +1,16 @@
+[
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_iXrmKomEbGycID5aX4BYrQcg",
+				"name": "get_current_weather",
+				"arguments": {
+					"city": "Bengaluru"
+				}
+			}
+		],
+		"finishReason": "tool_call"
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/langchain/gen_ai.input.messages.txt

@@ -0,0 +1 @@
+[{"role": "user", "parts": [{"type": "text", "content": "What's the weather in Bengaluru?"}]}, {"role": "assistant", "parts": [{"type": "tool_call", "id": "call_mnRhZ0fYlvrSujkEcdmpppNw", "name": "get_weather", "arguments": {"city": "Bengaluru"}}]}, {"role": "tool", "parts": [{"type": "tool_call_response", "id": "call_mnRhZ0fYlvrSujkEcdmpppNw", "response": "{\"city\": \"Bengaluru\", \"temp_c\": 18, \"summary\": \"Clear\"}"}]}]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/langchain/gen_ai.input.messages.want.json

@@ -0,0 +1,34 @@
+[
+	{
+		"role": "user",
+		"content": [
+			{
+				"type": "text",
+				"content": "What's the weather in Bengaluru?"
+			}
+		]
+	},
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_mnRhZ0fYlvrSujkEcdmpppNw",
+				"name": "get_weather",
+				"arguments": {
+					"city": "Bengaluru"
+				}
+			}
+		]
+	},
+	{
+		"role": "tool",
+		"content": [
+			{
+				"type": "tool_result",
+				"content": "{\"city\": \"Bengaluru\", \"temp_c\": 18, \"summary\": \"Clear\"}",
+				"toolCallId": "call_mnRhZ0fYlvrSujkEcdmpppNw"
+			}
+		]
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/langchain/gen_ai.output.messages.txt

@@ -0,0 +1 @@
+[{"role": "assistant", "parts": [{"type": "tool_call", "id": "call_mnRhZ0fYlvrSujkEcdmpppNw", "name": "get_weather", "arguments": {"city": "Bengaluru"}}], "finish_reason": "tool_call"}]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/langchain/gen_ai.output.messages.want.json

@@ -0,0 +1,16 @@
+[
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_mnRhZ0fYlvrSujkEcdmpppNw",
+				"name": "get_weather",
+				"arguments": {
+					"city": "Bengaluru"
+				}
+			}
+		],
+		"finishReason": "tool_call"
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/langsmith/gen_ai.completion.txt

@@ -0,0 +1 @@
+{"generations":[[{"text":"","generation_info":{"finish_reason":"tool_calls","logprobs":null},"type":"ChatGeneration","message":{"lc":1,"type":"constructor","id":["langchain","schema","messages","AIMessage"],"kwargs":{"content":"","additional_kwargs":{"refusal":null},"response_metadata":{"token_usage":{"completion_tokens":17,"prompt_tokens":63,"total_tokens":80,"completion_tokens_details":{"accepted_prediction_tokens":0,"audio_tokens":0,"reasoning_tokens":0,"rejected_prediction_tokens":0},"prompt_tokens_details":{"audio_tokens":0,"cached_tokens":0}},"model_provider":"openai","model_name":"gpt-4o-mini-2024-07-18","system_fingerprint":"fp_5feb5fe6c2","id":"chatcmpl-Dm101OqaY01WKntqj29Epz5er05ry","service_tier":"default","finish_reason":"tool_calls","logprobs":null},"type":"ai","id":"lc_run--019e844a-d27a-7c23-b1ed-a542e0f855da-0","tool_calls":[{"name":"get_weather","args":{"city":"Bengaluru"},"id":"call_nbrbkc5fom95q8uMA2bCvH6s","type":"tool_call"}],"usage_metadata":{"input_tokens":63,"output_tokens":17,"total_tokens":80,"input_token_details":{"audio":0,"cache_read":0},"output_token_details":{"audio":0,"reasoning":0}},"invalid_tool_calls":[]}}}]],"llm_output":{"token_usage":{"completion_tokens":17,"prompt_tokens":63,"total_tokens":80,"completion_tokens_details":{"accepted_prediction_tokens":0,"audio_tokens":0,"reasoning_tokens":0,"rejected_prediction_tokens":0},"prompt_tokens_details":{"audio_tokens":0,"cached_tokens":0}},"model_provider":"openai","model_name":"gpt-4o-mini-2024-07-18","system_fingerprint":"fp_5feb5fe6c2","id":"chatcmpl-Dm101OqaY01WKntqj29Epz5er05ry","service_tier":"default"},"run":null,"type":"LLMResult"}

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/langsmith/gen_ai.completion.want.json

@@ -0,0 +1,16 @@
+[
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_nbrbkc5fom95q8uMA2bCvH6s",
+				"name": "get_weather",
+				"arguments": {
+					"city": "Bengaluru"
+				}
+			}
+		],
+		"finishReason": "tool_call"
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/langsmith/gen_ai.prompt.txt

@@ -0,0 +1 @@
+{"messages":[[{"lc":1,"type":"constructor","id":["langchain","schema","messages","SystemMessage"],"kwargs":{"content":"You are a weather assistant. Call get_weather once per city.","type":"system"}},{"lc":1,"type":"constructor","id":["langchain","schema","messages","HumanMessage"],"kwargs":{"content":"What's the weather in Bengaluru?","type":"human"}},{"lc":1,"type":"constructor","id":["langchain","schema","messages","AIMessage"],"kwargs":{"content":"","additional_kwargs":{"refusal":null},"response_metadata":{"token_usage":{"completion_tokens":17,"prompt_tokens":63,"total_tokens":80,"completion_tokens_details":{"accepted_prediction_tokens":0,"audio_tokens":0,"reasoning_tokens":0,"rejected_prediction_tokens":0},"prompt_tokens_details":{"audio_tokens":0,"cached_tokens":0}},"model_provider":"openai","model_name":"gpt-4o-mini-2024-07-18","system_fingerprint":"fp_5feb5fe6c2","id":"chatcmpl-Dm101OqaY01WKntqj29Epz5er05ry","service_tier":"default","finish_reason":"tool_calls","logprobs":null},"type":"ai","id":"lc_run--019e844a-d27a-7c23-b1ed-a542e0f855da-0","tool_calls":[{"name":"get_weather","args":{"city":"Bengaluru"},"id":"call_nbrbkc5fom95q8uMA2bCvH6s","type":"tool_call"}],"usage_metadata":{"input_tokens":63,"output_tokens":17,"total_tokens":80,"input_token_details":{"audio":0,"cache_read":0},"output_token_details":{"audio":0,"reasoning":0}},"invalid_tool_calls":[]}},{"lc":1,"type":"constructor","id":["langchain","schema","messages","ToolMessage"],"kwargs":{"content":"{\"city\": \"Bengaluru\", \"temp_c\": 18, \"summary\": \"Clear\"}","type":"tool","tool_call_id":"call_nbrbkc5fom95q8uMA2bCvH6s","status":"success"}}]]}

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/langsmith/gen_ai.prompt.want.json

@@ -0,0 +1,43 @@
+[
+	{
+		"role": "system",
+		"content": [
+			{
+				"type": "text",
+				"content": "You are a weather assistant. Call get_weather once per city."
+			}
+		]
+	},
+	{
+		"role": "user",
+		"content": [
+			{
+				"type": "text",
+				"content": "What's the weather in Bengaluru?"
+			}
+		]
+	},
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_nbrbkc5fom95q8uMA2bCvH6s",
+				"name": "get_weather",
+				"arguments": {
+					"city": "Bengaluru"
+				}
+			}
+		]
+	},
+	{
+		"role": "tool",
+		"content": [
+			{
+				"type": "tool_result",
+				"content": "{\"city\": \"Bengaluru\", \"temp_c\": 18, \"summary\": \"Clear\"}",
+				"toolCallId": "call_nbrbkc5fom95q8uMA2bCvH6s"
+			}
+		]
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/litellm/gen_ai.input.messages.txt

@@ -0,0 +1 @@
+[{"role": "user", "parts": [{"type": "text", "content": "What's the weather in Bengaluru? Use the tool."}]}, {"role": "assistant", "parts": [], "tool_calls": [{"function": {"arguments": "{\"city\":\"Bengaluru\"}", "name": "get_current_weather"}, "id": "call_GuU9siyYfjnx3DfHKzFbRrvD", "type": "function"}]}, {"role": "tool", "parts": [{"type": "text", "content": "{\"city\": \"Bengaluru\", \"temp_c\": 28, \"summary\": \"Partly cloudy\"}"}], "tool_call_id": "call_GuU9siyYfjnx3DfHKzFbRrvD"}]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/litellm/gen_ai.input.messages.want.json

@@ -0,0 +1,34 @@
+[
+	{
+		"role": "user",
+		"content": [
+			{
+				"type": "text",
+				"content": "What's the weather in Bengaluru? Use the tool."
+			}
+		]
+	},
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_GuU9siyYfjnx3DfHKzFbRrvD",
+				"name": "get_current_weather",
+				"arguments": {
+					"city": "Bengaluru"
+				}
+			}
+		]
+	},
+	{
+		"role": "tool",
+		"content": [
+			{
+				"type": "tool_result",
+				"content": "{\"city\": \"Bengaluru\", \"temp_c\": 28, \"summary\": \"Partly cloudy\"}",
+				"toolCallId": "call_GuU9siyYfjnx3DfHKzFbRrvD"
+			}
+		]
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/litellm/gen_ai.output.messages.txt

@@ -0,0 +1 @@
+[{"role": "assistant", "parts": [{"type": "text", "content": "The animal in the image is a cartoon duck."}], "finish_reason": "stop"}]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/litellm/gen_ai.output.messages.want.json

@@ -0,0 +1,12 @@
+[
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "text",
+				"content": "The animal in the image is a cartoon duck."
+			}
+		],
+		"finishReason": "stop"
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/llmgateway/gen_ai.input.messages.txt

@@ -0,0 +1 @@
+[{"role": "user", "parts": [{"content": "What's the weather in Bengaluru? Use the tool.", "type": "text"}]}, {"role": "assistant", "parts": [{"type": "tool_call", "name": "get_current_weather", "id": "call_itnlpgQcfe0fb0nLJym7DTnt", "arguments": {"city": "Bengaluru"}}]}, {"role": "tool", "parts": [{"type": "tool_call_response", "id": "call_itnlpgQcfe0fb0nLJym7DTnt", "response": "{\"city\": \"Bengaluru\", \"temp_c\": 28, \"summary\": \"Partly cloudy\"}"}]}]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/llmgateway/gen_ai.input.messages.want.json

@@ -0,0 +1,34 @@
+[
+	{
+		"role": "user",
+		"content": [
+			{
+				"type": "text",
+				"content": "What's the weather in Bengaluru? Use the tool."
+			}
+		]
+	},
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_itnlpgQcfe0fb0nLJym7DTnt",
+				"name": "get_current_weather",
+				"arguments": {
+					"city": "Bengaluru"
+				}
+			}
+		]
+	},
+	{
+		"role": "tool",
+		"content": [
+			{
+				"type": "tool_result",
+				"content": "{\"city\": \"Bengaluru\", \"temp_c\": 28, \"summary\": \"Partly cloudy\"}",
+				"toolCallId": "call_itnlpgQcfe0fb0nLJym7DTnt"
+			}
+		]
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/llmgateway/gen_ai.output.messages.txt

@@ -0,0 +1 @@
+[{"role": "assistant", "parts": [{"type": "tool_call", "name": "get_current_weather", "id": "call_itnlpgQcfe0fb0nLJym7DTnt", "arguments": {"city": "Bengaluru"}}], "finish_reason": "tool_call"}]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/llmgateway/gen_ai.output.messages.want.json

@@ -0,0 +1,16 @@
+[
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_itnlpgQcfe0fb0nLJym7DTnt",
+				"name": "get_current_weather",
+				"arguments": {
+					"city": "Bengaluru"
+				}
+			}
+		],
+		"finishReason": "tool_call"
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/mastra/ai.prompt.messages.txt

@@ -0,0 +1 @@
+[{"role":"system","content":"You are a weather assistant. When asked about weather, call get-weather once per city and summarise."},{"role":"user","content":[{"type":"text","text":"What is the weather in Bengaluru?"}]},{"role":"assistant","content":[{"type":"tool-call","toolCallId":"call_526phoykytobsvLouzES805J","toolName":"getWeather","args":{"city":"Bengaluru"}}]},{"role":"tool","content":[{"type":"tool-result","toolCallId":"call_526phoykytobsvLouzES805J","toolName":"getWeather","result":{"city":"Bengaluru","temperatureC":18,"summary":"Clear"}}]}]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/mastra/ai.prompt.messages.want.json

@@ -0,0 +1,44 @@
+[
+	{
+		"role": "system",
+		"content": [
+			{
+				"type": "text",
+				"content": "You are a weather assistant. When asked about weather, call get-weather once per city and summarise."
+			}
+		]
+	},
+	{
+		"role": "user",
+		"content": [
+			{
+				"type": "text",
+				"content": "What is the weather in Bengaluru?"
+			}
+		]
+	},
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_526phoykytobsvLouzES805J",
+				"name": "getWeather",
+				"arguments": {
+					"city": "Bengaluru"
+				}
+			}
+		]
+	},
+	{
+		"role": "tool",
+		"content": [
+			{
+				"type": "tool_result",
+				"content": "{\"city\":\"Bengaluru\",\"summary\":\"Clear\",\"temperatureC\":18}",
+				"name": "getWeather",
+				"toolCallId": "call_526phoykytobsvLouzES805J"
+			}
+		]
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/mastra/ai.response.text.txt

@@ -0,0 +1 @@
+The current weather in Bengaluru is clear with a temperature of 18°C.

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/mastra/ai.response.text.want.json

@@ -0,0 +1,10 @@
+[
+	{
+		"content": [
+			{
+				"type": "text",
+				"content": "The current weather in Bengaluru is clear with a temperature of 18°C."
+			}
+		]
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/mastra/ai.response.toolCalls.txt

@@ -0,0 +1 @@
+[{"toolCallType":"function","toolCallId":"call_526phoykytobsvLouzES805J","toolName":"getWeather","args":"{\"city\":\"Bengaluru\"}"}]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/mastra/ai.response.toolCalls.want.json

@@ -0,0 +1,15 @@
+[
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_526phoykytobsvLouzES805J",
+				"name": "getWeather",
+				"arguments": {
+					"city": "Bengaluru"
+				}
+			}
+		]
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/openinference-openai-agents/input.value.txt

@@ -0,0 +1 @@
+{"include": [], "input": [{"content": "What's the weather in Bangalore right now?", "role": "user"}, {"arguments": "{\"city\":\"Bangalore\"}", "call_id": "call_MQTQ0XYL95vA5k31cbCgRt5y", "name": "get_weather", "type": "function_call", "id": "fc_0368c3e62fb9ae12006a199f7c14c481a1a22444594cc574e4", "status": "completed"}, {"call_id": "call_MQTQ0XYL95vA5k31cbCgRt5y", "output": "27C, partly cloudy, light breeze from the south.", "type": "function_call_output"}], "instructions": "You are a concise weather assistant. When asked about weather, call the get_weather tool exactly once per city, then summarise the result in one sentence.", "model": "gpt-4o-mini", "tools": [{"name": "get_weather", "parameters": {"properties": {"city": {"title": "City", "type": "string"}}, "required": ["city"], "title": "get_weather_args", "type": "object", "additionalProperties": false}, "strict": true, "type": "function", "description": "Look up the current weather for a city. Returns a short summary string."}]}

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/openinference-openai-agents/input.value.want.json

@@ -0,0 +1,43 @@
+[
+	{
+		"role": "system",
+		"content": [
+			{
+				"type": "text",
+				"content": "You are a concise weather assistant. When asked about weather, call the get_weather tool exactly once per city, then summarise the result in one sentence."
+			}
+		]
+	},
+	{
+		"role": "user",
+		"content": [
+			{
+				"type": "text",
+				"content": "What's the weather in Bangalore right now?"
+			}
+		]
+	},
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_MQTQ0XYL95vA5k31cbCgRt5y",
+				"name": "get_weather",
+				"arguments": {
+					"city": "Bangalore"
+				}
+			}
+		]
+	},
+	{
+		"role": "tool",
+		"content": [
+			{
+				"type": "tool_result",
+				"content": "27C, partly cloudy, light breeze from the south.",
+				"toolCallId": "call_MQTQ0XYL95vA5k31cbCgRt5y"
+			}
+		]
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/openinference-openai-agents/output.value.txt

@@ -0,0 +1 @@
+{"id":"resp_017c5eb995d99968006a199f9b483481979ca790db905506fc","created_at":1780064155.0,"error":null,"incomplete_details":null,"instructions":"You solve problems step by step and give a final answer.","metadata":{},"model":"o3-mini-2025-01-31","object":"response","output":[{"id":"rs_017c5eb995d99968006a199f9bff248197978bf9193f34c29a","summary":[],"type":"reasoning"},{"id":"msg_017c5eb995d99968006a199f9c8dcc81979f4e10afbe5350a1","content":[{"annotations":[],"text":"Step 1: Let the cost of the ball be x dollars.\nStep 2: Since the bat costs $1 more than the ball, its cost is x + 1 dollars.\nStep 3: According to the problem, the total cost of the bat and ball is $1.10. Set up the equation:\n  x + (x + 1) = 1.10\nStep 4: Simplify the equation:\n  2x + 1 = 1.10\nStep 5: Subtract 1 from both sides:\n  2x = 0.10\nStep 6: Divide both sides by 2:\n  x = 0.05\n\nFinal Answer: The ball costs $0.05.","type":"output_text","logprobs":[]}],"role":"assistant","status":"completed","type":"message"}],"parallel_tool_calls":true,"temperature":1.0,"tool_choice":"auto","tools":[],"top_p":1.0,"background":false,"completed_at":1780064157.0,"max_output_tokens":null,"max_tool_calls":null,"previous_response_id":null,"prompt_cache_key":null,"prompt_cache_retention":"in_memory","reasoning":{"effort":"medium","summary":null,"context":"current_turn"},"safety_identifier":null,"service_tier":"default","status":"completed","text":{"format":{"type":"text"},"verbosity":"medium"},"top_logprobs":0,"truncation":"disabled","usage":{"input_tokens":49,"input_tokens_details":{"cached_tokens":0},"output_tokens":431,"output_tokens_details":{"reasoning_tokens":128},"total_tokens":480},"user":null,"billing":{"payer":"developer"},"frequency_penalty":0.0,"moderation":null,"presence_penalty":0.0,"store":true}

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/openinference-openai-agents/output.value.want.json

@@ -0,0 +1,20 @@
+[
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "thinking"
+			}
+		]
+	},
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "text",
+				"content": "Step 1: Let the cost of the ball be x dollars.\nStep 2: Since the bat costs $1 more than the ball, its cost is x + 1 dollars.\nStep 3: According to the problem, the total cost of the bat and ball is $1.10. Set up the equation:\n  x + (x + 1) = 1.10\nStep 4: Simplify the equation:\n  2x + 1 = 1.10\nStep 5: Subtract 1 from both sides:\n  2x = 0.10\nStep 6: Divide both sides by 2:\n  x = 0.05\n\nFinal Answer: The ball costs $0.05."
+			}
+		],
+		"finishReason": "stop"
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/openinference/input.value.txt

@@ -0,0 +1 @@
+{"messages": [{"role": "user", "content": "What's the weather in Paris and in London? Use the tool for each."}, {"content": null, "refusal": null, "role": "assistant", "annotations": [], "audio": null, "function_call": null, "tool_calls": [{"id": "call_SW4hst7nzysgvWSAz4OdyK9D", "function": {"arguments": "{\"city\": \"Paris\"}", "name": "get_current_weather"}, "type": "function"}, {"id": "call_si8wiETYGpooMB7gMXSgMQpk", "function": {"arguments": "{\"city\": \"London\"}", "name": "get_current_weather"}, "type": "function"}]}, {"role": "tool", "tool_call_id": "call_SW4hst7nzysgvWSAz4OdyK9D", "content": "{\"city\": \"Paris\", \"temp_c\": 18, \"summary\": \"Clear\"}"}, {"role": "tool", "tool_call_id": "call_si8wiETYGpooMB7gMXSgMQpk", "content": "{\"city\": \"London\", \"temp_c\": 18, \"summary\": \"Clear\"}"}], "model": "gpt-4o-mini", "max_tokens": 80}

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/openinference/input.value.want.json

@@ -0,0 +1,52 @@
+[
+	{
+		"role": "user",
+		"content": [
+			{
+				"type": "text",
+				"content": "What's the weather in Paris and in London? Use the tool for each."
+			}
+		]
+	},
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_SW4hst7nzysgvWSAz4OdyK9D",
+				"name": "get_current_weather",
+				"arguments": {
+					"city": "Paris"
+				}
+			},
+			{
+				"type": "tool_call",
+				"id": "call_si8wiETYGpooMB7gMXSgMQpk",
+				"name": "get_current_weather",
+				"arguments": {
+					"city": "London"
+				}
+			}
+		]
+	},
+	{
+		"role": "tool",
+		"content": [
+			{
+				"type": "tool_result",
+				"content": "{\"city\": \"Paris\", \"temp_c\": 18, \"summary\": \"Clear\"}",
+				"toolCallId": "call_SW4hst7nzysgvWSAz4OdyK9D"
+			}
+		]
+	},
+	{
+		"role": "tool",
+		"content": [
+			{
+				"type": "tool_result",
+				"content": "{\"city\": \"London\", \"temp_c\": 18, \"summary\": \"Clear\"}",
+				"toolCallId": "call_si8wiETYGpooMB7gMXSgMQpk"
+			}
+		]
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/openinference/output.value.txt

@@ -0,0 +1 @@
+{"id":"chatcmpl-DksB6cYbMPwTBkJixOAuxKGZpQKds","choices":[{"finish_reason":"tool_calls","index":0,"logprobs":null,"message":{"content":null,"refusal":null,"role":"assistant","annotations":[],"tool_calls":[{"id":"call_MdYKTRrkshuBG9W5oBXYZaRc","function":{"arguments":"{\"city\":\"Bengaluru\",\"unit\":\"c\"}","name":"get_current_weather"},"type":"function"}]}}],"created":1780063720,"model":"gpt-4o-mini-2024-07-18","object":"chat.completion","service_tier":"default","system_fingerprint":"fp_c6aa0586c9","usage":{"completion_tokens":22,"prompt_tokens":65,"total_tokens":87,"completion_tokens_details":{"accepted_prediction_tokens":0,"audio_tokens":0,"reasoning_tokens":0,"rejected_prediction_tokens":0},"prompt_tokens_details":{"audio_tokens":0,"cached_tokens":0}}}

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/openinference/output.value.want.json

@@ -0,0 +1,17 @@
+[
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_MdYKTRrkshuBG9W5oBXYZaRc",
+				"name": "get_current_weather",
+				"arguments": {
+					"city": "Bengaluru",
+					"unit": "c"
+				}
+			}
+		],
+		"finishReason": "tool_call"
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/openllmetry/gen_ai.input.messages.txt

@@ -0,0 +1 @@
+[{"role": "user", "parts": [{"content": "What's the weather in Bengaluru? Use the tool.", "type": "text"}]}, {"role": "assistant", "parts": [{"type": "tool_call", "name": "get_weather", "id": "call_TaqNOsbmsz4ifWLVyDHYAAEK", "arguments": {"city": "Bengaluru"}}]}, {"role": "tool", "parts": [{"type": "tool_call_response", "id": "call_TaqNOsbmsz4ifWLVyDHYAAEK", "response": "{\"city\": \"Bengaluru\", \"temp_c\": 28, \"summary\": \"Partly cloudy\"}"}]}]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/openllmetry/gen_ai.input.messages.want.json

@@ -0,0 +1,34 @@
+[
+	{
+		"role": "user",
+		"content": [
+			{
+				"type": "text",
+				"content": "What's the weather in Bengaluru? Use the tool."
+			}
+		]
+	},
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_TaqNOsbmsz4ifWLVyDHYAAEK",
+				"name": "get_weather",
+				"arguments": {
+					"city": "Bengaluru"
+				}
+			}
+		]
+	},
+	{
+		"role": "tool",
+		"content": [
+			{
+				"type": "tool_result",
+				"content": "{\"city\": \"Bengaluru\", \"temp_c\": 28, \"summary\": \"Partly cloudy\"}",
+				"toolCallId": "call_TaqNOsbmsz4ifWLVyDHYAAEK"
+			}
+		]
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/openllmetry/gen_ai.output.messages.txt

@@ -0,0 +1 @@
+[{"role": "assistant", "parts": [{"type": "tool_call", "name": "get_weather", "id": "call_TaqNOsbmsz4ifWLVyDHYAAEK", "arguments": {"city": "Bengaluru"}}], "finish_reason": "tool_call"}]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/openllmetry/gen_ai.output.messages.want.json

@@ -0,0 +1,16 @@
+[
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_TaqNOsbmsz4ifWLVyDHYAAEK",
+				"name": "get_weather",
+				"arguments": {
+					"city": "Bengaluru"
+				}
+			}
+		],
+		"finishReason": "tool_call"
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/openrouter-gateway/gen_ai.completion.txt

@@ -0,0 +1 @@
+{"completion":"Let x be the cost of the ball. Then the bat costs x + 1 dollars. The total cost is given as:\n\n  x + (x + 1) = 1.10\n\nCombine like terms:\n\n  2x + 1 = 1.10\n\nSubtract 1 from both sides:\n\n  2x = 0.10\n\nDivide both sides by 2:\n\n  x = 0.05\n\nSo, the ball costs 5 cents.","reasoning":"**Calculating ball price**\n\nI'm determining the price of the ball based on a scenario where a bat and ball combined cost $1.10, with the bat costing $1 more than the ball. I set up the equation: let the cost of the ball be x, making the bat x + 1. Solving the equation x + (x + 1) = 1.10 leads me to find that x equals $0.05 for the ball. I need to confirm that this works: the ball at $0.05 and the bat at $1.05 totals $1.10.","rawRequest":{"model":"openai/o3-mini","max_completion_tokens":2000}}

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/openrouter-gateway/gen_ai.completion.want.json

@@ -0,0 +1,15 @@
+[
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "thinking",
+				"content": "**Calculating ball price**\n\nI'm determining the price of the ball based on a scenario where a bat and ball combined cost $1.10, with the bat costing $1 more than the ball. I set up the equation: let the cost of the ball be x, making the bat x + 1. Solving the equation x + (x + 1) = 1.10 leads me to find that x equals $0.05 for the ball. I need to confirm that this works: the ball at $0.05 and the bat at $1.05 totals $1.10."
+			},
+			{
+				"type": "text",
+				"content": "Let x be the cost of the ball. Then the bat costs x + 1 dollars. The total cost is given as:\n\n  x + (x + 1) = 1.10\n\nCombine like terms:\n\n  2x + 1 = 1.10\n\nSubtract 1 from both sides:\n\n  2x = 0.10\n\nDivide both sides by 2:\n\n  x = 0.05\n\nSo, the ball costs 5 cents."
+			}
+		]
+	}
+]

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/openrouter-gateway/gen_ai.prompt.txt

@@ -0,0 +1 @@
+{"messages":[{"role":"user","content":"What's the weather in Bengaluru? Use the tool."},{"content":null,"refusal":null,"role":"assistant","annotations":null,"audio":null,"function_call":null,"tool_calls":[{"id":"call_AwiGdiFjghGVhbmbGtt92rjs","function":{"arguments":"{\"city\":\"Bengaluru\"}","name":"get_current_weather"},"type":"function","index":0}],"reasoning":null},{"role":"tool","tool_call_id":"call_AwiGdiFjghGVhbmbGtt92rjs","content":"{\"city\": \"Bengaluru\", \"temp_c\": 28, \"summary\": \"Partly cloudy\"}"}]}

pkg/types/aiobservabilitytypes/genaimessages/testdata/captured/openrouter-gateway/gen_ai.prompt.want.json

@@ -0,0 +1,34 @@
+[
+	{
+		"role": "user",
+		"content": [
+			{
+				"type": "text",
+				"content": "What's the weather in Bengaluru? Use the tool."
+			}
+		]
+	},
+	{
+		"role": "assistant",
+		"content": [
+			{
+				"type": "tool_call",
+				"id": "call_AwiGdiFjghGVhbmbGtt92rjs",
+				"name": "get_current_weather",
+				"arguments": {
+					"city": "Bengaluru"
+				}
+			}
+		]
+	},
+	{
+		"role": "tool",
+		"content": [
+			{
+				"type": "tool_result",
+				"content": "{\"city\": \"Bengaluru\", \"temp_c\": 28, \"summary\": \"Partly cloudy\"}",
+				"toolCallId": "call_AwiGdiFjghGVhbmbGtt92rjs"
+			}
+		]
+	}
+]