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type { Agent, MastraDBMessage } from '@mastra/core/agent';\nimport type { Mastra } from '@mastra/core/mastra';\nimport type { StorageThreadType } from '@mastra/core/memory';\nimport type { RequestContext } from '@mastra/core/request-context';\nimport type { MemoryStorage } from '@mastra/core/storage';\nimport { HTTPException } from '../http-exception';\nimport type {\n  ResponseObject,\n  ResponseOutputItem,\n  ResponseTextConfig,\n  ResponseTool,\n  ResponseUsage,\n} from '../schemas/responses';\nimport { getEffectiveResourceId, validateThreadOwnership } from './utils';\n\nexport type ThreadExecutionContext = {\n  threadId: string;\n  resourceId: string;\n};\n\nexport type UsageLike = {\n  inputTokens?: number;\n  outputTokens?: number;\n  totalTokens?: number;\n  promptTokens?: number;\n  completionTokens?: number;\n} | null;\n\nexport type ProviderMetadataLike = Record<string, Record<string, unknown> | undefined> | undefined;\n\nexport type ResponseTurnRecordMetadata = {\n  agentId: string;\n  model: string;\n  createdAt: number;\n  completedAt: number | null;\n  status: ResponseObject['status'];\n  usage: ResponseUsage | null;\n  instructions?: string;\n  text?: ResponseTextConfig;\n  previousResponseId?: string;\n  providerOptions?: ProviderMetadataLike;\n  tools: ResponseTool[];\n  store: boolean;\n  messageIds: string[];\n  outputItems?: ResponseOutputItem[];\n};\n\nexport type ResponseTurnRecord = {\n  metadata: ResponseTurnRecordMetadata;\n  message: MastraDBMessage;\n  messages: MastraDBMessage[];\n  thread: StorageThreadType;\n  memoryStore: MemoryStorage;\n};\n\ntype ResponseResultLike = {\n  response?:\n    | Promise<{\n        dbMessages?: MastraDBMessage[];\n      }>\n    | {\n        dbMessages?: MastraDBMessage[];\n      };\n};\n\ntype SyntheticToolResultMessage = Omit<MastraDBMessage, 'role'> & { role: 'tool' };\n\nfunction isPlainObject(value: unknown): value is Record<string, unknown> {\n  return typeof value === 'object' && value !== null && !Array.isArray(value);\n}\n\n/**\n * Resolves the backing memory store for a specific agent.\n *\n * This follows the normal agent-memory path. `agent.getMemory()` injects Mastra\n * root storage when the memory has no own storage, so this naturally prefers\n * agent storage first and falls back to Mastra storage through the same codepath.\n */\nexport async function getAgentMemoryStore({\n  agent,\n  requestContext,\n}: {\n  agent: Agent<any, any, any, any>;\n  requestContext: RequestContext;\n}): Promise<MemoryStorage | null> {\n  const memory = await agent.getMemory({ requestContext });\n  if (!memory) {\n    return null;\n  }\n\n  try {\n    return (await memory.storage.getStore('memory')) ?? null;\n  } catch {\n    return null;\n  }\n}\n\n/**\n * Reads the response-turn record metadata attached to a stored assistant message.\n */\nfunction readResponseTurnRecordMetadata(message: MastraDBMessage): ResponseTurnRecordMetadata | null {\n  const mastraMetadata = isPlainObject(message.content?.metadata?.mastra) ? message.content.metadata.mastra : null;\n  const responseMetadata = mastraMetadata && isPlainObject(mastraMetadata.response) ? mastraMetadata.response : null;\n\n  if (\n    !responseMetadata ||\n    typeof responseMetadata.agentId !== 'string' ||\n    typeof responseMetadata.model !== 'string' ||\n    typeof responseMetadata.createdAt !== 'number' ||\n    (responseMetadata.completedAt !== null && typeof responseMetadata.completedAt !== 'number') ||\n    (responseMetadata.instructions !== undefined && typeof responseMetadata.instructions !== 'string') ||\n    (responseMetadata.text !== undefined &&\n      (!isPlainObject(responseMetadata.text) || !isPlainObject(responseMetadata.text.format))) ||\n    (responseMetadata.previousResponseId !== undefined && typeof responseMetadata.previousResponseId !== 'string') ||\n    !Array.isArray(responseMetadata.tools) ||\n    typeof responseMetadata.store !== 'boolean' ||\n    !Array.isArray(responseMetadata.messageIds) ||\n    (responseMetadata.outputItems !== undefined && !Array.isArray(responseMetadata.outputItems))\n  ) {\n    return null;\n  }\n\n  return {\n    agentId: responseMetadata.agentId,\n    model: responseMetadata.model,\n    createdAt: responseMetadata.createdAt,\n    completedAt: responseMetadata.completedAt,\n    status: responseMetadata.status === 'completed' ? 'completed' : 'incomplete',\n    usage: responseMetadata.usage as ResponseUsage | null,\n    instructions: responseMetadata.instructions,\n    text: responseMetadata.text as ResponseTextConfig | undefined,\n    previousResponseId: responseMetadata.previousResponseId,\n    providerOptions: responseMetadata.providerOptions as ProviderMetadataLike,\n    tools: responseMetadata.tools as ResponseTool[],\n    store: responseMetadata.store,\n    messageIds: responseMetadata.messageIds.filter((value): value is string => typeof value === 'string'),\n    outputItems: responseMetadata.outputItems as ResponseOutputItem[] | undefined,\n  };\n}\n\n/**\n * Writes response-turn record metadata onto a persisted assistant message.\n */\nfunction writeResponseTurnRecordMetadata(\n  message: MastraDBMessage,\n  metadata: ResponseTurnRecordMetadata,\n): MastraDBMessage {\n  const contentMetadata = isPlainObject(message.content?.metadata) ? message.content.metadata : {};\n  const mastraMetadata = isPlainObject(contentMetadata.mastra) ? contentMetadata.mastra : {};\n\n  return {\n    ...message,\n    content: {\n      ...message.content,\n      metadata: {\n        ...contentMetadata,\n        mastra: {\n          ...mastraMetadata,\n          response: metadata,\n        },\n      },\n    },\n  };\n}\n\n/**\n * Looks up a stored response-turn record by response id.\n *\n * Response ids are assistant message ids, so this reconstructs the record by\n * loading that persisted assistant message, reading its response metadata, then\n * reloading the full set of stored turn messages referenced by the metadata.\n */\nexport async function findResponseTurnRecord({\n  agent,\n  responseId,\n  requestContext,\n}: {\n  agent: Agent<any, any, any, any>;\n  responseId: string;\n  requestContext: RequestContext;\n}): Promise<ResponseTurnRecord | null> {\n  const memoryStore = await getAgentMemoryStore({ agent, requestContext });\n  if (!memoryStore) {\n    return null;\n  }\n\n  const effectiveResourceId = getEffectiveResourceId(requestContext, undefined);\n  const { messages: matchedMessages } = await memoryStore.listMessagesById({ messageIds: [responseId] });\n  const message = matchedMessages[0];\n  if (!message || message.role !== 'assistant') {\n    return null;\n  }\n\n  const metadata = readResponseTurnRecordMetadata(message);\n  if (!metadata || metadata.agentId !== agent.id) {\n    return null;\n  }\n\n  const thread = message.threadId ? await memoryStore.getThreadById({ threadId: message.threadId }) : null;\n  if (!thread) {\n    return null;\n  }\n\n  await validateThreadOwnership(thread, effectiveResourceId);\n  const messageIds = metadata.messageIds.length > 0 ? metadata.messageIds : [message.id];\n  const { messages: responseMessages } = await memoryStore.listMessagesById({ messageIds });\n  const messagesById = new Map(responseMessages.map(storedMessage => [storedMessage.id, storedMessage] as const));\n  const orderedMessages = messageIds\n    .map(messageId => messagesById.get(messageId))\n    .filter((storedMessage): storedMessage is MastraDBMessage => Boolean(storedMessage));\n\n  return { metadata, message, messages: orderedMessages, thread, memoryStore };\n}\n\nexport async function findResponseTurnRecordAcrossAgents({\n  mastra,\n  responseId,\n  requestContext,\n}: {\n  mastra: Mastra | undefined;\n  responseId: string;\n  requestContext: RequestContext;\n}): Promise<ResponseTurnRecord | null> {\n  if (!mastra) {\n    return null;\n  }\n\n  const agents = Object.values(mastra.listAgents()) as Agent<any, any, any, any>[];\n  for (const agent of agents) {\n    const match = await findResponseTurnRecord({ agent, responseId, requestContext });\n    if (match) {\n      return match;\n    }\n  }\n\n  return null;\n}\n\nexport type ConversationThreadRecord = {\n  thread: StorageThreadType;\n  memoryStore: MemoryStorage;\n};\n\nexport async function findConversationThreadAcrossAgents({\n  mastra,\n  conversationId,\n  requestContext,\n}: {\n  mastra: Mastra | undefined;\n  conversationId: string;\n  requestContext: RequestContext;\n}): Promise<ConversationThreadRecord | null> {\n  if (!mastra) {\n    return null;\n  }\n\n  const effectiveResourceId = getEffectiveResourceId(requestContext, undefined);\n  const agents = Object.values(mastra.listAgents()) as Agent<any, any, any, any>[];\n\n  for (const agent of agents) {\n    const memoryStore = await getAgentMemoryStore({ agent, requestContext });\n    if (!memoryStore) {\n      continue;\n    }\n\n    const thread = await memoryStore.getThreadById({ threadId: conversationId });\n    if (!thread) {\n      continue;\n    }\n\n    await validateThreadOwnership(thread, effectiveResourceId);\n    return { thread, memoryStore };\n  }\n\n  return null;\n}\n\n/**\n * Creates a synthetic assistant message for responses that did not emit any\n * persisted DB messages but still need a durable response-turn record.\n */\nfunction createSyntheticResponseMessage({\n  createdAt,\n  responseId,\n  text,\n  threadContext,\n}: {\n  createdAt?: Date;\n  responseId: string;\n  text: string;\n  threadContext: ThreadExecutionContext;\n}): MastraDBMessage {\n  return {\n    id: responseId,\n    role: 'assistant',\n    type: 'text',\n    createdAt: createdAt ?? new Date(),\n    threadId: threadContext.threadId,\n    resourceId: threadContext.resourceId,\n    content: {\n      format: 2 as const,\n      parts: text ? [{ type: 'text', text }] : [],\n    },\n  };\n}\n\nfunction hasTextPart(message: MastraDBMessage): boolean {\n  return Boolean(\n    message.content?.parts?.some(\n      part => isPlainObject(part) && part.type === 'text' && typeof part.text === 'string' && part.text.length > 0,\n    ),\n  );\n}\n\nfunction isEmptyAssistantMessage(message: MastraDBMessage): boolean {\n  return message.role === 'assistant' && Array.isArray(message.content?.parts) && message.content.parts.length === 0;\n}\n\nfunction hasToolInvocationPart(message: MastraDBMessage): boolean {\n  return Boolean(\n    message.content?.parts?.some(\n      part => isPlainObject(part) && part.type === 'tool-invocation' && isPlainObject(part.toolInvocation),\n    ),\n  );\n}\n\nfunction getMessageText(message: MastraDBMessage): string {\n  return (\n    message.content?.parts\n      ?.flatMap(part =>\n        isPlainObject(part) && part.type === 'text' && typeof part.text === 'string' ? [part.text] : [],\n      )\n      .join('') ?? ''\n  );\n}\n\nfunction getOutputMessageText(item: Extract<ResponseOutputItem, { type: 'message' }>): string {\n  return item.content.map(part => part.text).join('');\n}\n\nfunction normalizeFallbackComparisonText(text: string): string {\n  return text.trim();\n}\n\nfunction matchesFallbackText(messageText: string, fallbackText: string): boolean {\n  return (\n    messageText === fallbackText ||\n    normalizeFallbackComparisonText(messageText) === normalizeFallbackComparisonText(fallbackText)\n  );\n}\n\nfunction hasMatchingAssistantText(\n  messages: MastraDBMessage[],\n  item: Extract<ResponseOutputItem, { type: 'message' }>,\n): boolean {\n  const fallbackText = getOutputMessageText(item);\n\n  return messages.some(\n    message =>\n      message.role === 'assistant' &&\n      hasTextPart(message) &&\n      matchesFallbackText(getMessageText(message), fallbackText),\n  );\n}\n\nfunction shouldReplaceAssistantText(messageText: string, fallbackText: string): boolean {\n  const normalizedMessageText = normalizeFallbackComparisonText(messageText);\n  const normalizedFallbackText = normalizeFallbackComparisonText(fallbackText);\n\n  return (\n    normalizedFallbackText !== normalizedMessageText &&\n    (fallbackText.startsWith(messageText) || normalizedFallbackText.startsWith(normalizedMessageText))\n  );\n}\n\nfunction getAssistantMessageTexts(messages: MastraDBMessage[]): string[] {\n  return messages.flatMap(message =>\n    message.role === 'assistant' && hasTextPart(message) ? [getMessageText(message)] : [],\n  );\n}\n\nfunction shouldAddFallbackMessageText(\n  messages: MastraDBMessage[],\n  item: Extract<ResponseOutputItem, { type: 'message' }>,\n): boolean {\n  const assistantTexts = getAssistantMessageTexts(messages);\n  if (assistantTexts.length === 0) {\n    return true;\n  }\n\n  const fallbackText = getOutputMessageText(item);\n  return assistantTexts.every(messageText => shouldReplaceAssistantText(messageText, fallbackText));\n}\n\nfunction shouldReplaceAssistantTextWithFallback({\n  fallbackMessageTexts,\n  message,\n  textOnlyFallbackMessageTexts,\n}: {\n  fallbackMessageTexts: Set<string>;\n  message: MastraDBMessage;\n  textOnlyFallbackMessageTexts: Set<string>;\n}): boolean {\n  if (message.role !== 'assistant' || !hasTextPart(message)) {\n    return false;\n  }\n\n  const messageText = getMessageText(message);\n  if (!messageText) {\n    return false;\n  }\n\n  const comparisonTexts = hasToolInvocationPart(message) ? fallbackMessageTexts : textOnlyFallbackMessageTexts;\n\n  return [...comparisonTexts].some(fallbackText => shouldReplaceAssistantText(messageText, fallbackText));\n}\n\nfunction replaceAssistantTextWithFallback({\n  fallbackMessageTexts,\n  message,\n  textOnlyFallbackMessageTexts,\n}: {\n  fallbackMessageTexts: Set<string>;\n  message: MastraDBMessage;\n  textOnlyFallbackMessageTexts: Set<string>;\n}): MastraDBMessage {\n  if (!shouldReplaceAssistantTextWithFallback({ fallbackMessageTexts, message, textOnlyFallbackMessageTexts })) {\n    return message;\n  }\n\n  const parts = message.content?.parts ?? [];\n  const remainingParts = parts.filter(part => !(isPlainObject(part) && part.type === 'text'));\n\n  return {\n    ...message,\n    content: {\n      ...message.content,\n      parts: remainingParts,\n    },\n  };\n}\n\nfunction parseFunctionCallArguments(value: string): unknown {\n  try {\n    return JSON.parse(value);\n  } catch {\n    return { __raw: value };\n  }\n}\n\nfunction createSyntheticToolResultMessage({\n  baseMessage,\n  item,\n  responseId,\n  toolCall,\n}: {\n  baseMessage: Pick<MastraDBMessage, 'createdAt' | 'threadId' | 'resourceId'>;\n  item: Extract<ResponseOutputItem, { type: 'function_call_output' }>;\n  responseId: string;\n  toolCall?: { args: unknown; toolName: string };\n}): SyntheticToolResultMessage {\n  return {\n    ...baseMessage,\n    id: `${responseId}:tool-result:${item.call_id}`,\n    role: 'tool',\n    type: 'tool-result',\n    content: {\n      format: 2 as const,\n      parts: [\n        {\n          type: 'tool-invocation',\n          toolInvocation: {\n            state: 'result',\n            toolCallId: item.call_id,\n            toolName: toolCall?.toolName ?? 'unknown',\n            args: toolCall?.args ?? {},\n            result: item.output,\n          },\n        },\n      ],\n    },\n  };\n}\n\nfunction toMastraDBMessage(message: SyntheticToolResultMessage): MastraDBMessage {\n  // MastraDBMessage does not yet type persisted v2 tool-role messages, but\n  // storage and response mapping already handle them at runtime.\n  return message as unknown as MastraDBMessage;\n}\n\nfunction createSyntheticMessagesFromOutputItems({\n  contextOutputItems,\n  outputItems,\n  responseId,\n  threadContext,\n}: {\n  contextOutputItems?: ResponseOutputItem[];\n  outputItems: ResponseOutputItem[];\n  responseId: string;\n  threadContext: ThreadExecutionContext;\n}): MastraDBMessage[] {\n  const toolContextItems = contextOutputItems ?? outputItems;\n  const toolCallsById = new Map(\n    toolContextItems.flatMap(item =>\n      item.type === 'function_call'\n        ? [[item.call_id, { args: parseFunctionCallArguments(item.arguments), toolName: item.name }] as const]\n        : [],\n    ),\n  );\n\n  const baseCreatedAt = Date.now();\n\n  return outputItems.map((item, index): MastraDBMessage => {\n    const baseMessage = {\n      createdAt: new Date(baseCreatedAt + index),\n      threadId: threadContext.threadId,\n      resourceId: threadContext.resourceId,\n    };\n\n    if (item.type === 'function_call') {\n      return {\n        ...baseMessage,\n        id: `${responseId}:tool-call:${item.call_id}`,\n        role: 'assistant',\n        type: 'tool-call',\n        content: {\n          format: 2 as const,\n          parts: [\n            {\n              type: 'tool-invocation',\n              toolInvocation: {\n                state: 'call',\n                toolCallId: item.call_id,\n                toolName: item.name,\n                args: parseFunctionCallArguments(item.arguments),\n              },\n            },\n          ],\n        },\n      };\n    }\n\n    if (item.type === 'function_call_output') {\n      const toolCall = toolCallsById.get(item.call_id);\n\n      return toMastraDBMessage(createSyntheticToolResultMessage({ baseMessage, item, responseId, toolCall }));\n    }\n\n    return {\n      ...baseMessage,\n      id: item.id,\n      role: 'assistant',\n      type: 'text',\n      content: {\n        format: 2 as const,\n        parts: item.content.map(part => ({ type: 'text' as const, text: part.text })),\n      },\n    };\n  });\n}\n\nfunction getToolInvocationParts(message: MastraDBMessage): Array<Record<string, unknown>> {\n  const parts = Array.isArray(message.content?.parts) ? message.content.parts : [];\n\n  return parts.flatMap(part =>\n    isPlainObject(part) && part.type === 'tool-invocation' && isPlainObject(part.toolInvocation)\n      ? [part.toolInvocation]\n      : [],\n  );\n}\n\nfunction getMissingFallbackOutputItems({\n  fallbackOutputItems = [],\n  messages,\n}: {\n  fallbackOutputItems?: ResponseObject['output'];\n  messages: MastraDBMessage[];\n}): ResponseOutputItem[] {\n  if (!fallbackOutputItems.length) {\n    return [];\n  }\n\n  const existingCallIds = new Set<string>();\n  const existingResultCallIds = new Set<string>();\n\n  for (const message of messages) {\n    for (const toolInvocation of getToolInvocationParts(message)) {\n      const toolCallId = typeof toolInvocation.toolCallId === 'string' ? toolInvocation.toolCallId : null;\n      if (!toolCallId) {\n        continue;\n      }\n\n      if (message.role === 'assistant' && (toolInvocation.args !== undefined || toolInvocation.result === undefined)) {\n        existingCallIds.add(toolCallId);\n      }\n      if (toolInvocation.result !== undefined) {\n        existingResultCallIds.add(toolCallId);\n      }\n    }\n  }\n\n  return fallbackOutputItems.filter(item => {\n    if (item.type === 'function_call') {\n      return !existingCallIds.has(item.call_id);\n    }\n\n    if (item.type === 'function_call_output') {\n      return !existingResultCallIds.has(item.call_id);\n    }\n\n    if (item.type === 'message') {\n      if (!item.content.some(part => part.text.length > 0) || hasMatchingAssistantText(messages, item)) {\n        return false;\n      }\n\n      return shouldAddFallbackMessageText(messages, item);\n    }\n\n    return false;\n  });\n}\n\nfunction getFallbackOutputIdForMessage(\n  message: MastraDBMessage,\n  responseId: string,\n  fallbackOutputIds: Set<string>,\n): string | null {\n  for (const toolInvocation of getToolInvocationParts(message)) {\n    const toolCallId = typeof toolInvocation.toolCallId === 'string' ? toolInvocation.toolCallId : null;\n    if (!toolCallId) {\n      continue;\n    }\n\n    if (message.role === 'assistant' && toolInvocation.args !== undefined) {\n      return toolCallId;\n    }\n\n    if (toolInvocation.result !== undefined) {\n      return `${toolCallId}:output`;\n    }\n  }\n\n  if (message.role === 'assistant' && hasTextPart(message)) {\n    return fallbackOutputIds.has(message.id) ? message.id : responseId;\n  }\n\n  return null;\n}\n\nfunction sortMessagesByFallbackOutputOrder({\n  fallbackOutputItems = [],\n  messages,\n  responseId,\n}: {\n  fallbackOutputItems?: ResponseObject['output'];\n  messages: MastraDBMessage[];\n  responseId: string;\n}): MastraDBMessage[] {\n  if (!fallbackOutputItems.length) {\n    return messages;\n  }\n\n  const outputOrder = new Map(fallbackOutputItems.map((item, index) => [item.id, index]));\n  const fallbackOutputIds = new Set(outputOrder.keys());\n\n  return messages\n    .map((message, index) => ({\n      index,\n      message,\n      outputIndex:\n        outputOrder.get(getFallbackOutputIdForMessage(message, responseId, fallbackOutputIds) ?? '') ??\n        Number.MAX_SAFE_INTEGER,\n    }))\n    .sort((left, right) => left.outputIndex - right.outputIndex || left.index - right.index)\n    .map(({ message }) => message);\n}\n\n/**\n * Resolves the Mastra messages that belong to the response turn being stored.\n */\nexport async function resolveResponseTurnMessagesForStorage({\n  result,\n  responseId,\n  text,\n  threadContext,\n  fallbackOutputItems,\n}: {\n  result: ResponseResultLike;\n  responseId: string;\n  text: string;\n  threadContext: ThreadExecutionContext | null;\n  fallbackOutputItems?: ResponseObject['output'];\n}): Promise<MastraDBMessage[]> {\n  const response = await result.response;\n  const responseMessages = response?.dbMessages?.length ? response.dbMessages : [];\n\n  if (!threadContext) {\n    return responseMessages;\n  }\n\n  if (responseMessages.length === 0) {\n    if (fallbackOutputItems?.length) {\n      const syntheticMessages = createSyntheticMessagesFromOutputItems({\n        outputItems: fallbackOutputItems,\n        responseId,\n        threadContext,\n      });\n\n      return text && !syntheticMessages.some(message => message.role === 'assistant' && hasTextPart(message))\n        ? [\n            ...syntheticMessages,\n            createSyntheticResponseMessage({\n              createdAt: new Date(new Date(syntheticMessages.at(-1)?.createdAt ?? Date.now()).getTime() + 1),\n              responseId,\n              text,\n              threadContext,\n            }),\n          ]\n        : syntheticMessages;\n    }\n\n    return [createSyntheticResponseMessage({ responseId, text, threadContext })];\n  }\n\n  const missingFallbackItems = getMissingFallbackOutputItems({ fallbackOutputItems, messages: responseMessages });\n  const missingFallbackMessageIds = new Set(\n    missingFallbackItems\n      .filter((item): item is Extract<ResponseOutputItem, { type: 'message' }> => item.type === 'message')\n      .map(item => item.id),\n  );\n  const fallbackItemsWithMatchingAssistantText = (fallbackOutputItems ?? []).filter(\n    (item): item is Extract<ResponseOutputItem, { type: 'message' }> =>\n      item.type === 'message' && hasMatchingAssistantText(responseMessages, item),\n  );\n  const textOnlyFallbackMessageTexts = new Set(\n    fallbackItemsWithMatchingAssistantText.map(getOutputMessageText).filter(Boolean),\n  );\n  const fallbackMessageTexts = new Set(\n    (fallbackOutputItems ?? [])\n      .filter((item): item is Extract<ResponseOutputItem, { type: 'message' }> => item.type === 'message')\n      .filter(item => missingFallbackMessageIds.has(item.id) || fallbackItemsWithMatchingAssistantText.includes(item))\n      .map(getOutputMessageText)\n      .filter(Boolean),\n  );\n  const baseMessages = fallbackMessageTexts.size\n    ? responseMessages.map(message =>\n        replaceAssistantTextWithFallback({ fallbackMessageTexts, message, textOnlyFallbackMessageTexts }),\n      )\n    : responseMessages;\n  const syntheticFallbackMessages = createSyntheticMessagesFromOutputItems({\n    contextOutputItems: fallbackOutputItems ?? [],\n    outputItems: missingFallbackItems,\n    responseId,\n    threadContext,\n  });\n  const resolvedMessages = sortMessagesByFallbackOutputOrder({\n    fallbackOutputItems,\n    messages: [...baseMessages, ...syntheticFallbackMessages],\n    responseId,\n  });\n\n  if (text && !resolvedMessages.some(message => message.role === 'assistant' && hasTextPart(message))) {\n    return [...resolvedMessages, createSyntheticResponseMessage({ responseId, text, threadContext })];\n  }\n\n  return resolvedMessages;\n}\n\n/**\n * Persists a response-turn record by anchoring it on the final assistant\n * message in the stored turn.\n *\n * The response id becomes that assistant message id, and the response-specific\n * metadata is written onto the assistant message so later retrieval can rebuild\n * the Responses object from thread-backed storage.\n */\nexport async function persistResponseTurnRecord({\n  memoryStore,\n  responseId,\n  metadata,\n  threadContext,\n  messages,\n}: {\n  memoryStore: MemoryStorage | null;\n  responseId: string;\n  metadata: ResponseTurnRecordMetadata;\n  threadContext: ThreadExecutionContext;\n  messages: MastraDBMessage[];\n}): Promise<void> {\n  if (!memoryStore) {\n    throw new HTTPException(500, { message: 'Memory storage was not available while storing the response' });\n  }\n\n  const normalizedMessages: MastraDBMessage[] = messages.map(message => ({\n    ...message,\n    threadId: message.threadId ?? threadContext.threadId,\n    resourceId: message.resourceId ?? threadContext.resourceId,\n  }));\n\n  const lastAssistantIndex = [...normalizedMessages].map(message => message.role).lastIndexOf('assistant');\n  const responseAnchorIndex =\n    [...normalizedMessages]\n      .map((message, index) => ({ index, message }))\n      .reverse()\n      .find(({ message }) => message.role === 'assistant' && hasTextPart(message))?.index ?? lastAssistantIndex;\n  const lastAssistantMessage =\n    responseAnchorIndex >= 0\n      ? {\n          ...normalizedMessages[responseAnchorIndex]!,\n          id: responseId,\n        }\n      : ({\n          id: responseId,\n          role: 'assistant' as const,\n          type: 'text' as const,\n          createdAt: new Date(metadata.completedAt ? metadata.completedAt * 1000 : Date.now()),\n          threadId: threadContext.threadId,\n          resourceId: threadContext.resourceId,\n          content: {\n            format: 2 as const,\n            parts: [],\n          },\n        } satisfies MastraDBMessage);\n\n  if (responseAnchorIndex >= 0) {\n    normalizedMessages[responseAnchorIndex] = lastAssistantMessage;\n  } else {\n    normalizedMessages.push(lastAssistantMessage);\n  }\n  const storedMessageIndex = responseAnchorIndex >= 0 ? responseAnchorIndex : normalizedMessages.length - 1;\n\n  const droppedSupersededMessageIds = normalizedMessages.flatMap((message, index) =>\n    index !== storedMessageIndex && isEmptyAssistantMessage(message) && messages[index]?.id\n      ? [messages[index]!.id]\n      : [],\n  );\n  const staleMessageIds =\n    responseAnchorIndex >= 0 && messages[responseAnchorIndex]?.id && messages[responseAnchorIndex]?.id !== responseId\n      ? [messages[responseAnchorIndex]!.id]\n      : [];\n  const messagesToSave = normalizedMessages.filter(\n    (message, index) => index === storedMessageIndex || !isEmptyAssistantMessage(message),\n  );\n\n  const storedMessage = writeResponseTurnRecordMetadata(lastAssistantMessage, {\n    ...metadata,\n    messageIds: messagesToSave.map(message => message.id),\n  });\n\n  if (responseAnchorIndex >= 0) {\n    normalizedMessages[responseAnchorIndex] = storedMessage;\n  } else {\n    normalizedMessages[normalizedMessages.length - 1] = storedMessage;\n  }\n\n  const savedMessages = normalizedMessages.filter(\n    (message, index) => index === storedMessageIndex || !isEmptyAssistantMessage(message),\n  );\n\n  await memoryStore.saveMessages({ messages: savedMessages });\n\n  const deleteMessageIds = [...new Set([...staleMessageIds, ...droppedSupersededMessageIds])];\n  if (deleteMessageIds.length > 0) {\n    await memoryStore.deleteMessages(deleteMessageIds);\n  }\n}\n\n/**\n * Removes all persisted messages for a stored response-turn record.\n */\nexport async function deleteResponseTurnRecord({\n  responseTurnRecord,\n}: {\n  responseTurnRecord: ResponseTurnRecord;\n}): Promise<void> {\n  const messageIds =\n    responseTurnRecord.messages.length > 0\n      ? responseTurnRecord.messages.map(message => message.id)\n      : [responseTurnRecord.message.id];\n\n  await responseTurnRecord.memoryStore.deleteMessages(messageIds);\n}\n"]}