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Compact a response

responses.compact(**kwargs) -> CompactedResponse { id, created_at, object, 2 more }
POST/responses/compact

Compact a conversation. Returns a compacted response object.

Learn when and how to compact long-running conversations in the conversation state guide. For ZDR-compatible compaction details, see Compaction (advanced).

ParametersExpand Collapse
model: :"gpt-5.4" | :"gpt-5.4-mini" | :"gpt-5.4-nano" | 89 more | String

Model ID used to generate the response, like gpt-5 or o3. OpenAI offers a wide range of models with different capabilities, performance characteristics, and price points. Refer to the model guide to browse and compare available models.

One of the following:
:"gpt-5.4" | :"gpt-5.4-mini" | :"gpt-5.4-nano" | 89 more

Model ID used to generate the response, like gpt-5 or o3. OpenAI offers a wide range of models with different capabilities, performance characteristics, and price points. Refer to the model guide to browse and compare available models.

One of the following:
:"gpt-5.4"
:"gpt-5.4-mini"
:"gpt-5.4-nano"
:"gpt-5.4-mini-2026-03-17"
:"gpt-5.4-nano-2026-03-17"
:"gpt-5.3-chat-latest"
:"gpt-5.2"
:"gpt-5.2-2025-12-11"
:"gpt-5.2-chat-latest"
:"gpt-5.2-pro"
:"gpt-5.2-pro-2025-12-11"
:"gpt-5.1"
:"gpt-5.1-2025-11-13"
:"gpt-5.1-codex"
:"gpt-5.1-mini"
:"gpt-5.1-chat-latest"
:"gpt-5"
:"gpt-5-mini"
:"gpt-5-nano"
:"gpt-5-2025-08-07"
:"gpt-5-mini-2025-08-07"
:"gpt-5-nano-2025-08-07"
:"gpt-5-chat-latest"
:"gpt-4.1"
:"gpt-4.1-mini"
:"gpt-4.1-nano"
:"gpt-4.1-2025-04-14"
:"gpt-4.1-mini-2025-04-14"
:"gpt-4.1-nano-2025-04-14"
:"o4-mini"
:"o4-mini-2025-04-16"
:o3
:"o3-2025-04-16"
:"o3-mini"
:"o3-mini-2025-01-31"
:o1
:"o1-2024-12-17"
:"o1-preview"
:"o1-preview-2024-09-12"
:"o1-mini"
:"o1-mini-2024-09-12"
:"gpt-4o"
:"gpt-4o-2024-11-20"
:"gpt-4o-2024-08-06"
:"gpt-4o-2024-05-13"
:"gpt-4o-audio-preview"
:"gpt-4o-audio-preview-2024-10-01"
:"gpt-4o-audio-preview-2024-12-17"
:"gpt-4o-audio-preview-2025-06-03"
:"gpt-4o-mini-audio-preview"
:"gpt-4o-mini-audio-preview-2024-12-17"
:"gpt-4o-search-preview"
:"gpt-4o-mini-search-preview"
:"gpt-4o-search-preview-2025-03-11"
:"gpt-4o-mini-search-preview-2025-03-11"
:"chatgpt-4o-latest"
:"codex-mini-latest"
:"gpt-4o-mini"
:"gpt-4o-mini-2024-07-18"
:"gpt-4-turbo"
:"gpt-4-turbo-2024-04-09"
:"gpt-4-0125-preview"
:"gpt-4-turbo-preview"
:"gpt-4-1106-preview"
:"gpt-4-vision-preview"
:"gpt-4"
:"gpt-4-0314"
:"gpt-4-0613"
:"gpt-4-32k"
:"gpt-4-32k-0314"
:"gpt-4-32k-0613"
:"gpt-3.5-turbo"
:"gpt-3.5-turbo-16k"
:"gpt-3.5-turbo-0301"
:"gpt-3.5-turbo-0613"
:"gpt-3.5-turbo-1106"
:"gpt-3.5-turbo-0125"
:"gpt-3.5-turbo-16k-0613"
:"o1-pro"
:"o1-pro-2025-03-19"
:"o3-pro"
:"o3-pro-2025-06-10"
:"o3-deep-research"
:"o3-deep-research-2025-06-26"
:"o4-mini-deep-research"
:"o4-mini-deep-research-2025-06-26"
:"computer-use-preview"
:"computer-use-preview-2025-03-11"
:"gpt-5-codex"
:"gpt-5-pro"
:"gpt-5-pro-2025-10-06"
:"gpt-5.1-codex-max"
String
input: String | Array[ResponseInputItem]

Text, image, or file inputs to the model, used to generate a response

One of the following:
String

A text input to the model, equivalent to a text input with the user role.

A list of one or many input items to the model, containing different content types.

One of the following:
class EasyInputMessage { content, role, phase, type }

A message input to the model with a role indicating instruction following hierarchy. Instructions given with the developer or system role take precedence over instructions given with the user role. Messages with the assistant role are presumed to have been generated by the model in previous interactions.

content: String | ResponseInputMessageContentList { , , }

Text, image, or audio input to the model, used to generate a response. Can also contain previous assistant responses.

One of the following:
String

A text input to the model.

A list of one or many input items to the model, containing different content types.

One of the following:
class ResponseInputText { text, type }

A text input to the model.

text: String

The text input to the model.

type: :input_text

The type of the input item. Always input_text.

class ResponseInputImage { detail, type, file_id, image_url }

An image input to the model. Learn about image inputs.

detail: :low | :high | :auto | :original

The detail level of the image to be sent to the model. One of high, low, auto, or original. Defaults to auto.

One of the following:
:low
:high
:auto
:original
type: :input_image

The type of the input item. Always input_image.

file_id: String

The ID of the file to be sent to the model.

image_url: String

The URL of the image to be sent to the model. A fully qualified URL or base64 encoded image in a data URL.

class ResponseInputFile { type, file_data, file_id, 2 more }

A file input to the model.

type: :input_file

The type of the input item. Always input_file.

file_data: String

The content of the file to be sent to the model.

file_id: String

The ID of the file to be sent to the model.

file_url: String

The URL of the file to be sent to the model.

filename: String

The name of the file to be sent to the model.

role: :user | :assistant | :system | :developer

The role of the message input. One of user, assistant, system, or developer.

One of the following:
:user
:assistant
:system
:developer
phase: :commentary | :final_answer

Labels an assistant message as intermediate commentary (commentary) or the final answer (final_answer). For models like gpt-5.3-codex and beyond, when sending follow-up requests, preserve and resend phase on all assistant messages — dropping it can degrade performance. Not used for user messages.

One of the following:
:commentary
:final_answer
type: :message

The type of the message input. Always message.

class Message { content, role, status, type }

A message input to the model with a role indicating instruction following hierarchy. Instructions given with the developer or system role take precedence over instructions given with the user role.

A list of one or many input items to the model, containing different content types.

One of the following:
class ResponseInputText { text, type }

A text input to the model.

text: String

The text input to the model.

type: :input_text

The type of the input item. Always input_text.

class ResponseInputImage { detail, type, file_id, image_url }

An image input to the model. Learn about image inputs.

detail: :low | :high | :auto | :original

The detail level of the image to be sent to the model. One of high, low, auto, or original. Defaults to auto.

One of the following:
:low
:high
:auto
:original
type: :input_image

The type of the input item. Always input_image.

file_id: String

The ID of the file to be sent to the model.

image_url: String

The URL of the image to be sent to the model. A fully qualified URL or base64 encoded image in a data URL.

class ResponseInputFile { type, file_data, file_id, 2 more }

A file input to the model.

type: :input_file

The type of the input item. Always input_file.

file_data: String

The content of the file to be sent to the model.

file_id: String

The ID of the file to be sent to the model.

file_url: String

The URL of the file to be sent to the model.

filename: String

The name of the file to be sent to the model.

role: :user | :system | :developer

The role of the message input. One of user, system, or developer.

One of the following:
:user
:system
:developer
status: :in_progress | :completed | :incomplete

The status of item. One of in_progress, completed, or incomplete. Populated when items are returned via API.

One of the following:
:in_progress
:completed
:incomplete
type: :message

The type of the message input. Always set to message.

class ResponseOutputMessage { id, content, role, 3 more }

An output message from the model.

id: String

The unique ID of the output message.

content: Array[ResponseOutputText { annotations, text, type, logprobs } | ResponseOutputRefusal { refusal, type } ]

The content of the output message.

One of the following:
class ResponseOutputText { annotations, text, type, logprobs }

A text output from the model.

annotations: Array[{ file_id, filename, index, type} | { end_index, start_index, title, 2 more} | { container_id, end_index, file_id, 3 more} | { file_id, index, type}]

The annotations of the text output.

One of the following:
class FileCitation { file_id, filename, index, type }

A citation to a file.

file_id: String

The ID of the file.

filename: String

The filename of the file cited.

index: Integer

The index of the file in the list of files.

type: :file_citation

The type of the file citation. Always file_citation.

class URLCitation { end_index, start_index, title, 2 more }

A citation for a web resource used to generate a model response.

end_index: Integer

The index of the last character of the URL citation in the message.

start_index: Integer

The index of the first character of the URL citation in the message.

title: String

The title of the web resource.

type: :url_citation

The type of the URL citation. Always url_citation.

url: String

The URL of the web resource.

class ContainerFileCitation { container_id, end_index, file_id, 3 more }

A citation for a container file used to generate a model response.

container_id: String

The ID of the container file.

end_index: Integer

The index of the last character of the container file citation in the message.

file_id: String

The ID of the file.

filename: String

The filename of the container file cited.

start_index: Integer

The index of the first character of the container file citation in the message.

type: :container_file_citation

The type of the container file citation. Always container_file_citation.

class FilePath { file_id, index, type }

A path to a file.

file_id: String

The ID of the file.

index: Integer

The index of the file in the list of files.

type: :file_path

The type of the file path. Always file_path.

text: String

The text output from the model.

type: :output_text

The type of the output text. Always output_text.

logprobs: Array[{ token, bytes, logprob, top_logprobs}]
token: String
bytes: Array[Integer]
logprob: Float
top_logprobs: Array[{ token, bytes, logprob}]
token: String
bytes: Array[Integer]
logprob: Float
class ResponseOutputRefusal { refusal, type }

A refusal from the model.

refusal: String

The refusal explanation from the model.

type: :refusal

The type of the refusal. Always refusal.

role: :assistant

The role of the output message. Always assistant.

status: :in_progress | :completed | :incomplete

The status of the message input. One of in_progress, completed, or incomplete. Populated when input items are returned via API.

One of the following:
:in_progress
:completed
:incomplete
type: :message

The type of the output message. Always message.

phase: :commentary | :final_answer

Labels an assistant message as intermediate commentary (commentary) or the final answer (final_answer). For models like gpt-5.3-codex and beyond, when sending follow-up requests, preserve and resend phase on all assistant messages — dropping it can degrade performance. Not used for user messages.

One of the following:
:commentary
:final_answer
class ResponseFileSearchToolCall { id, queries, status, 2 more }

The results of a file search tool call. See the file search guide for more information.

id: String

The unique ID of the file search tool call.

queries: Array[String]

The queries used to search for files.

status: :in_progress | :searching | :completed | 2 more

The status of the file search tool call. One of in_progress, searching, incomplete or failed,

One of the following:
:in_progress
:searching
:completed
:incomplete
:failed
type: :file_search_call

The type of the file search tool call. Always file_search_call.

results: Array[{ attributes, file_id, filename, 2 more}]

The results of the file search tool call.

attributes: Hash[Symbol, String | Float | bool]

Set of 16 key-value pairs that can be attached to an object. This can be useful for storing additional information about the object in a structured format, and querying for objects via API or the dashboard. Keys are strings with a maximum length of 64 characters. Values are strings with a maximum length of 512 characters, booleans, or numbers.

One of the following:
String
Float
bool
file_id: String

The unique ID of the file.

filename: String

The name of the file.

score: Float

The relevance score of the file - a value between 0 and 1.

formatfloat
text: String

The text that was retrieved from the file.

class ResponseComputerToolCall { id, call_id, pending_safety_checks, 4 more }

A tool call to a computer use tool. See the computer use guide for more information.

id: String

The unique ID of the computer call.

call_id: String

An identifier used when responding to the tool call with output.

pending_safety_checks: Array[{ id, code, message}]

The pending safety checks for the computer call.

id: String

The ID of the pending safety check.

code: String

The type of the pending safety check.

message: String

Details about the pending safety check.

status: :in_progress | :completed | :incomplete

The status of the item. One of in_progress, completed, or incomplete. Populated when items are returned via API.

One of the following:
:in_progress
:completed
:incomplete
type: :computer_call

The type of the computer call. Always computer_call.

action: { button, type, x, 2 more} | { keys, type, x, y_} | { path, type, keys} | 6 more

A click action.

One of the following:
class Click { button, type, x, 2 more }

A click action.

button: :left | :right | :wheel | 2 more

Indicates which mouse button was pressed during the click. One of left, right, wheel, back, or forward.

One of the following:
:left
:right
:wheel
:back
:forward
type: :click

Specifies the event type. For a click action, this property is always click.

x: Integer

The x-coordinate where the click occurred.

y_: Integer

The y-coordinate where the click occurred.

keys: Array[String]

The keys being held while clicking.

class DoubleClick { keys, type, x, y_ }

A double click action.

keys: Array[String]

The keys being held while double-clicking.

type: :double_click

Specifies the event type. For a double click action, this property is always set to double_click.

x: Integer

The x-coordinate where the double click occurred.

y_: Integer

The y-coordinate where the double click occurred.

class Drag { path, type, keys }

A drag action.

path: Array[{ x, y_}]

An array of coordinates representing the path of the drag action. Coordinates will appear as an array of objects, eg

[
  { x: 100, y: 200 },
  { x: 200, y: 300 }
]
x: Integer

The x-coordinate.

y_: Integer

The y-coordinate.

type: :drag

Specifies the event type. For a drag action, this property is always set to drag.

keys: Array[String]

The keys being held while dragging the mouse.

class Keypress { keys, type }

A collection of keypresses the model would like to perform.

keys: Array[String]

The combination of keys the model is requesting to be pressed. This is an array of strings, each representing a key.

type: :keypress

Specifies the event type. For a keypress action, this property is always set to keypress.

class Move { type, x, y_, keys }

A mouse move action.

type: :move

Specifies the event type. For a move action, this property is always set to move.

x: Integer

The x-coordinate to move to.

y_: Integer

The y-coordinate to move to.

keys: Array[String]

The keys being held while moving the mouse.

class Screenshot { type }

A screenshot action.

type: :screenshot

Specifies the event type. For a screenshot action, this property is always set to screenshot.

class Scroll { scroll_x, scroll_y, type, 3 more }

A scroll action.

scroll_x: Integer

The horizontal scroll distance.

scroll_y: Integer

The vertical scroll distance.

type: :scroll

Specifies the event type. For a scroll action, this property is always set to scroll.

x: Integer

The x-coordinate where the scroll occurred.

y_: Integer

The y-coordinate where the scroll occurred.

keys: Array[String]

The keys being held while scrolling.

class Type { text, type }

An action to type in text.

text: String

The text to type.

type: :type

Specifies the event type. For a type action, this property is always set to type.

class Wait { type }

A wait action.

type: :wait

Specifies the event type. For a wait action, this property is always set to wait.

actions: ComputerActionList { Click, DoubleClick, Drag, 6 more }

Flattened batched actions for computer_use. Each action includes an type discriminator and action-specific fields.

One of the following:
class Click { button, type, x, 2 more }

A click action.

button: :left | :right | :wheel | 2 more

Indicates which mouse button was pressed during the click. One of left, right, wheel, back, or forward.

One of the following:
:left
:right
:wheel
:back
:forward
type: :click

Specifies the event type. For a click action, this property is always click.

x: Integer

The x-coordinate where the click occurred.

y_: Integer

The y-coordinate where the click occurred.

keys: Array[String]

The keys being held while clicking.

class DoubleClick { keys, type, x, y_ }

A double click action.

keys: Array[String]

The keys being held while double-clicking.

type: :double_click

Specifies the event type. For a double click action, this property is always set to double_click.

x: Integer

The x-coordinate where the double click occurred.

y_: Integer

The y-coordinate where the double click occurred.

class Drag { path, type, keys }

A drag action.

path: Array[{ x, y_}]

An array of coordinates representing the path of the drag action. Coordinates will appear as an array of objects, eg

[
  { x: 100, y: 200 },
  { x: 200, y: 300 }
]
x: Integer

The x-coordinate.

y_: Integer

The y-coordinate.

type: :drag

Specifies the event type. For a drag action, this property is always set to drag.

keys: Array[String]

The keys being held while dragging the mouse.

class Keypress { keys, type }

A collection of keypresses the model would like to perform.

keys: Array[String]

The combination of keys the model is requesting to be pressed. This is an array of strings, each representing a key.

type: :keypress

Specifies the event type. For a keypress action, this property is always set to keypress.

class Move { type, x, y_, keys }

A mouse move action.

type: :move

Specifies the event type. For a move action, this property is always set to move.

x: Integer

The x-coordinate to move to.

y_: Integer

The y-coordinate to move to.

keys: Array[String]

The keys being held while moving the mouse.

class Screenshot { type }

A screenshot action.

type: :screenshot

Specifies the event type. For a screenshot action, this property is always set to screenshot.

class Scroll { scroll_x, scroll_y, type, 3 more }

A scroll action.

scroll_x: Integer

The horizontal scroll distance.

scroll_y: Integer

The vertical scroll distance.

type: :scroll

Specifies the event type. For a scroll action, this property is always set to scroll.

x: Integer

The x-coordinate where the scroll occurred.

y_: Integer

The y-coordinate where the scroll occurred.

keys: Array[String]

The keys being held while scrolling.

class Type { text, type }

An action to type in text.

text: String

The text to type.

type: :type

Specifies the event type. For a type action, this property is always set to type.

class Wait { type }

A wait action.

type: :wait

Specifies the event type. For a wait action, this property is always set to wait.

class ComputerCallOutput { call_id, output, type, 3 more }

The output of a computer tool call.

call_id: String

The ID of the computer tool call that produced the output.

maxLength64
minLength1
output: ResponseComputerToolCallOutputScreenshot { type, file_id, image_url }

A computer screenshot image used with the computer use tool.

type: :computer_screenshot

Specifies the event type. For a computer screenshot, this property is always set to computer_screenshot.

file_id: String

The identifier of an uploaded file that contains the screenshot.

image_url: String

The URL of the screenshot image.

type: :computer_call_output

The type of the computer tool call output. Always computer_call_output.

id: String

The ID of the computer tool call output.

acknowledged_safety_checks: Array[{ id, code, message}]

The safety checks reported by the API that have been acknowledged by the developer.

id: String

The ID of the pending safety check.

code: String

The type of the pending safety check.

message: String

Details about the pending safety check.

status: :in_progress | :completed | :incomplete

The status of the message input. One of in_progress, completed, or incomplete. Populated when input items are returned via API.

One of the following:
:in_progress
:completed
:incomplete
One of the following:
One of the following:
class ResponseFunctionToolCall { arguments, call_id, name, 4 more }

A tool call to run a function. See the function calling guide for more information.

arguments: String

A JSON string of the arguments to pass to the function.

call_id: String

The unique ID of the function tool call generated by the model.

name: String

The name of the function to run.

type: :function_call

The type of the function tool call. Always function_call.

id: String

The unique ID of the function tool call.

namespace: String

The namespace of the function to run.

status: :in_progress | :completed | :incomplete

The status of the item. One of in_progress, completed, or incomplete. Populated when items are returned via API.

One of the following:
:in_progress
:completed
:incomplete
class FunctionCallOutput { call_id, output, type, 2 more }

The output of a function tool call.

call_id: String

The unique ID of the function tool call generated by the model.

maxLength64
minLength1
output: String | ResponseFunctionCallOutputItemList { , , }

Text, image, or file output of the function tool call.

One of the following:
String

A JSON string of the output of the function tool call.

An array of content outputs (text, image, file) for the function tool call.

One of the following:
class ResponseInputTextContent { text, type }

A text input to the model.

text: String

The text input to the model.

maxLength10485760
type: :input_text

The type of the input item. Always input_text.

class ResponseInputImageContent { type, detail, file_id, image_url }

An image input to the model. Learn about image inputs

type: :input_image

The type of the input item. Always input_image.

detail: :low | :high | :auto | :original

The detail level of the image to be sent to the model. One of high, low, auto, or original. Defaults to auto.

One of the following:
:low
:high
:auto
:original
file_id: String

The ID of the file to be sent to the model.

image_url: String

The URL of the image to be sent to the model. A fully qualified URL or base64 encoded image in a data URL.

maxLength20971520
class ResponseInputFileContent { type, file_data, file_id, 2 more }

A file input to the model.

type: :input_file

The type of the input item. Always input_file.

file_data: String

The base64-encoded data of the file to be sent to the model.

maxLength33554432
file_id: String

The ID of the file to be sent to the model.

file_url: String

The URL of the file to be sent to the model.

filename: String

The name of the file to be sent to the model.

type: :function_call_output

The type of the function tool call output. Always function_call_output.

id: String

The unique ID of the function tool call output. Populated when this item is returned via API.

status: :in_progress | :completed | :incomplete

The status of the item. One of in_progress, completed, or incomplete. Populated when items are returned via API.

One of the following:
:in_progress
:completed
:incomplete
class ToolSearchCall { arguments, type, id, 3 more }
arguments: untyped

The arguments supplied to the tool search call.

type: :tool_search_call

The item type. Always tool_search_call.

id: String

The unique ID of this tool search call.

call_id: String

The unique ID of the tool search call generated by the model.

maxLength64
minLength1
execution: :server | :client

Whether tool search was executed by the server or by the client.

One of the following:
:server
:client
status: :in_progress | :completed | :incomplete

The status of the tool search call.

One of the following:
:in_progress
:completed
:incomplete
class ResponseToolSearchOutputItemParam { tools, type, id, 3 more }
tools: Array[Tool]

The loaded tool definitions returned by the tool search output.

One of the following:
class FunctionTool { name, parameters, strict, 3 more }

Defines a function in your own code the model can choose to call. Learn more about function calling.

name: String

The name of the function to call.

parameters: Hash[Symbol, untyped]

A JSON schema object describing the parameters of the function.

strict: bool

Whether to enforce strict parameter validation. Default true.

type: :function

The type of the function tool. Always function.

defer_loading: bool

Whether this function is deferred and loaded via tool search.

description: String

A description of the function. Used by the model to determine whether or not to call the function.

class FileSearchTool { type, vector_store_ids, filters, 2 more }

A tool that searches for relevant content from uploaded files. Learn more about the file search tool.

type: :file_search

The type of the file search tool. Always file_search.

vector_store_ids: Array[String]

The IDs of the vector stores to search.

filters: ComparisonFilter { key, type, value } | CompoundFilter { filters, type }

A filter to apply.

One of the following:
class ComparisonFilter { key, type, value }

A filter used to compare a specified attribute key to a given value using a defined comparison operation.

key: String

The key to compare against the value.

type: :eq | :ne | :gt | 5 more

Specifies the comparison operator: eq, ne, gt, gte, lt, lte, in, nin.

  • eq: equals
  • ne: not equal
  • gt: greater than
  • gte: greater than or equal
  • lt: less than
  • lte: less than or equal
  • in: in
  • nin: not in
One of the following:
:eq
:ne
:gt
:gte
:lt
:lte
:in
:nin
value: String | Float | bool | Array[String | Float]

The value to compare against the attribute key; supports string, number, or boolean types.

One of the following:
String
Float
bool
Array[String | Float]
One of the following:
String
Float
class CompoundFilter { filters, type }

Combine multiple filters using and or or.

filters: Array[ComparisonFilter { key, type, value } | untyped]

Array of filters to combine. Items can be ComparisonFilter or CompoundFilter.

One of the following:
class ComparisonFilter { key, type, value }

A filter used to compare a specified attribute key to a given value using a defined comparison operation.

key: String

The key to compare against the value.

type: :eq | :ne | :gt | 5 more

Specifies the comparison operator: eq, ne, gt, gte, lt, lte, in, nin.

  • eq: equals
  • ne: not equal
  • gt: greater than
  • gte: greater than or equal
  • lt: less than
  • lte: less than or equal
  • in: in
  • nin: not in
One of the following:
:eq
:ne
:gt
:gte
:lt
:lte
:in
:nin
value: String | Float | bool | Array[String | Float]

The value to compare against the attribute key; supports string, number, or boolean types.

One of the following:
String
Float
bool
Array[String | Float]
One of the following:
String
Float
untyped
type: :and | :or

Type of operation: and or or.

One of the following:
:and
:or
max_num_results: Integer

The maximum number of results to return. This number should be between 1 and 50 inclusive.

ranking_options: { hybrid_search, ranker, score_threshold}

Ranking options for search.

ranker: :auto | :"default-2024-11-15"

The ranker to use for the file search.

One of the following:
:auto
:"default-2024-11-15"
score_threshold: Float

The score threshold for the file search, a number between 0 and 1. Numbers closer to 1 will attempt to return only the most relevant results, but may return fewer results.

class ComputerTool { type }

A tool that controls a virtual computer. Learn more about the computer tool.

type: :computer

The type of the computer tool. Always computer.

class ComputerUsePreviewTool { display_height, display_width, environment, type }

A tool that controls a virtual computer. Learn more about the computer tool.

display_height: Integer

The height of the computer display.

display_width: Integer

The width of the computer display.

environment: :windows | :mac | :linux | 2 more

The type of computer environment to control.

One of the following:
:windows
:mac
:linux
:ubuntu
:browser
type: :computer_use_preview

The type of the computer use tool. Always computer_use_preview.

class WebSearchTool { type, filters, search_context_size, user_location }

Search the Internet for sources related to the prompt. Learn more about the web search tool.

type: :web_search | :web_search_2025_08_26

The type of the web search tool. One of web_search or web_search_2025_08_26.

One of the following:
:web_search
:web_search_2025_08_26
filters: { allowed_domains}

Filters for the search.

allowed_domains: Array[String]

Allowed domains for the search. If not provided, all domains are allowed. Subdomains of the provided domains are allowed as well.

Example: ["pubmed.ncbi.nlm.nih.gov"]

search_context_size: :low | :medium | :high

High level guidance for the amount of context window space to use for the search. One of low, medium, or high. medium is the default.

One of the following:
:low
:medium
:high
user_location: { city, country, region, 2 more}

The approximate location of the user.

city: String

Free text input for the city of the user, e.g. San Francisco.

country: String

The two-letter ISO country code of the user, e.g. US.

region: String

Free text input for the region of the user, e.g. California.

timezone: String

The IANA timezone of the user, e.g. America/Los_Angeles.

type: :approximate

The type of location approximation. Always approximate.

class Mcp { server_label, type, allowed_tools, 7 more }

Give the model access to additional tools via remote Model Context Protocol (MCP) servers. Learn more about MCP.

server_label: String

A label for this MCP server, used to identify it in tool calls.

type: :mcp

The type of the MCP tool. Always mcp.

allowed_tools: Array[String] | { read_only, tool_names}

List of allowed tool names or a filter object.

One of the following:
Array[String]

A string array of allowed tool names

class McpToolFilter { read_only, tool_names }

A filter object to specify which tools are allowed.

read_only: bool

Indicates whether or not a tool modifies data or is read-only. If an MCP server is annotated with readOnlyHint, it will match this filter.

tool_names: Array[String]

List of allowed tool names.

authorization: String

An OAuth access token that can be used with a remote MCP server, either with a custom MCP server URL or a service connector. Your application must handle the OAuth authorization flow and provide the token here.

connector_id: :connector_dropbox | :connector_gmail | :connector_googlecalendar | 5 more

Identifier for service connectors, like those available in ChatGPT. One of server_url or connector_id must be provided. Learn more about service connectors here.

Currently supported connector_id values are:

  • Dropbox: connector_dropbox
  • Gmail: connector_gmail
  • Google Calendar: connector_googlecalendar
  • Google Drive: connector_googledrive
  • Microsoft Teams: connector_microsoftteams
  • Outlook Calendar: connector_outlookcalendar
  • Outlook Email: connector_outlookemail
  • SharePoint: connector_sharepoint
One of the following:
:connector_dropbox
:connector_gmail
:connector_googlecalendar
:connector_googledrive
:connector_microsoftteams
:connector_outlookcalendar
:connector_outlookemail
:connector_sharepoint
defer_loading: bool

Whether this MCP tool is deferred and discovered via tool search.

headers: Hash[Symbol, String]

Optional HTTP headers to send to the MCP server. Use for authentication or other purposes.

require_approval: { always, never} | :always | :never

Specify which of the MCP server's tools require approval.

One of the following:
class McpToolApprovalFilter { always, never }

Specify which of the MCP server's tools require approval. Can be always, never, or a filter object associated with tools that require approval.

always: { read_only, tool_names}

A filter object to specify which tools are allowed.

read_only: bool

Indicates whether or not a tool modifies data or is read-only. If an MCP server is annotated with readOnlyHint, it will match this filter.

tool_names: Array[String]

List of allowed tool names.

never: { read_only, tool_names}

A filter object to specify which tools are allowed.

read_only: bool

Indicates whether or not a tool modifies data or is read-only. If an MCP server is annotated with readOnlyHint, it will match this filter.

tool_names: Array[String]

List of allowed tool names.

McpToolApprovalSetting = :always | :never

Specify a single approval policy for all tools. One of always or never. When set to always, all tools will require approval. When set to never, all tools will not require approval.

One of the following:
:always
:never
server_description: String

Optional description of the MCP server, used to provide more context.

server_url: String

The URL for the MCP server. One of server_url or connector_id must be provided.

class CodeInterpreter { container, type }

A tool that runs Python code to help generate a response to a prompt.

container: String | { type, file_ids, memory_limit, network_policy}

The code interpreter container. Can be a container ID or an object that specifies uploaded file IDs to make available to your code, along with an optional memory_limit setting.

One of the following:
String

The container ID.

class CodeInterpreterToolAuto { type, file_ids, memory_limit, network_policy }

Configuration for a code interpreter container. Optionally specify the IDs of the files to run the code on.

type: :auto

Always auto.

file_ids: Array[String]

An optional list of uploaded files to make available to your code.

memory_limit: :"1g" | :"4g" | :"16g" | :"64g"

The memory limit for the code interpreter container.

One of the following:
:"1g"
:"4g"
:"16g"
:"64g"
network_policy: ContainerNetworkPolicyDisabled { type } | ContainerNetworkPolicyAllowlist { allowed_domains, type, domain_secrets }

Network access policy for the container.

One of the following:
class ContainerNetworkPolicyDisabled { type }
type: :disabled

Disable outbound network access. Always disabled.

class ContainerNetworkPolicyAllowlist { allowed_domains, type, domain_secrets }
allowed_domains: Array[String]

A list of allowed domains when type is allowlist.

type: :allowlist

Allow outbound network access only to specified domains. Always allowlist.

domain_secrets: Array[ContainerNetworkPolicyDomainSecret { domain, name, value } ]

Optional domain-scoped secrets for allowlisted domains.

domain: String

The domain associated with the secret.

minLength1
name: String

The name of the secret to inject for the domain.

minLength1
value: String

The secret value to inject for the domain.

maxLength10485760
minLength1
type: :code_interpreter

The type of the code interpreter tool. Always code_interpreter.

class ImageGeneration { type, action, background, 9 more }

A tool that generates images using the GPT image models.

type: :image_generation

The type of the image generation tool. Always image_generation.

action: :generate | :edit | :auto

Whether to generate a new image or edit an existing image. Default: auto.

One of the following:
:generate
:edit
:auto
background: :transparent | :opaque | :auto

Background type for the generated image. One of transparent, opaque, or auto. Default: auto.

One of the following:
:transparent
:opaque
:auto
input_fidelity: :high | :low

Control how much effort the model will exert to match the style and features, especially facial features, of input images. This parameter is only supported for gpt-image-1 and gpt-image-1.5 and later models, unsupported for gpt-image-1-mini. Supports high and low. Defaults to low.

One of the following:
:high
:low
input_image_mask: { file_id, image_url}

Optional mask for inpainting. Contains image_url (string, optional) and file_id (string, optional).

file_id: String

File ID for the mask image.

image_url: String

Base64-encoded mask image.

model: String | :"gpt-image-1" | :"gpt-image-1-mini" | :"gpt-image-1.5"

The image generation model to use. Default: gpt-image-1.

One of the following:
String
:"gpt-image-1" | :"gpt-image-1-mini" | :"gpt-image-1.5"

The image generation model to use. Default: gpt-image-1.

One of the following:
:"gpt-image-1"
:"gpt-image-1-mini"
:"gpt-image-1.5"
moderation: :auto | :low

Moderation level for the generated image. Default: auto.

One of the following:
:auto
:low
output_compression: Integer

Compression level for the output image. Default: 100.

minimum0
maximum100
output_format: :png | :webp | :jpeg

The output format of the generated image. One of png, webp, or jpeg. Default: png.

One of the following:
:png
:webp
:jpeg
partial_images: Integer

Number of partial images to generate in streaming mode, from 0 (default value) to 3.

minimum0
maximum3
quality: :low | :medium | :high | :auto

The quality of the generated image. One of low, medium, high, or auto. Default: auto.

One of the following:
:low
:medium
:high
:auto
size: :"1024x1024" | :"1024x1536" | :"1536x1024" | :auto

The size of the generated image. One of 1024x1024, 1024x1536, 1536x1024, or auto. Default: auto.

One of the following:
:"1024x1024"
:"1024x1536"
:"1536x1024"
:auto
class LocalShell { type }

A tool that allows the model to execute shell commands in a local environment.

type: :local_shell

The type of the local shell tool. Always local_shell.

class FunctionShellTool { type, environment }

A tool that allows the model to execute shell commands.

type: :shell

The type of the shell tool. Always shell.

environment: ContainerAuto { type, file_ids, memory_limit, 2 more } | LocalEnvironment { type, skills } | ContainerReference { container_id, type }
One of the following:
class ContainerAuto { type, file_ids, memory_limit, 2 more }
type: :container_auto

Automatically creates a container for this request

file_ids: Array[String]

An optional list of uploaded files to make available to your code.

memory_limit: :"1g" | :"4g" | :"16g" | :"64g"

The memory limit for the container.

One of the following:
:"1g"
:"4g"
:"16g"
:"64g"
network_policy: ContainerNetworkPolicyDisabled { type } | ContainerNetworkPolicyAllowlist { allowed_domains, type, domain_secrets }

Network access policy for the container.

One of the following:
class ContainerNetworkPolicyDisabled { type }
type: :disabled

Disable outbound network access. Always disabled.

class ContainerNetworkPolicyAllowlist { allowed_domains, type, domain_secrets }
allowed_domains: Array[String]

A list of allowed domains when type is allowlist.

type: :allowlist

Allow outbound network access only to specified domains. Always allowlist.

domain_secrets: Array[ContainerNetworkPolicyDomainSecret { domain, name, value } ]

Optional domain-scoped secrets for allowlisted domains.

domain: String

The domain associated with the secret.

minLength1
name: String

The name of the secret to inject for the domain.

minLength1
value: String

The secret value to inject for the domain.

maxLength10485760
minLength1
skills: Array[SkillReference { skill_id, type, version } | InlineSkill { description, name, source, type } ]

An optional list of skills referenced by id or inline data.

One of the following:
class SkillReference { skill_id, type, version }
skill_id: String

The ID of the referenced skill.

maxLength64
minLength1
type: :skill_reference

References a skill created with the /v1/skills endpoint.

version: String

Optional skill version. Use a positive integer or 'latest'. Omit for default.

class InlineSkill { description, name, source, type }
description: String

The description of the skill.

name: String

The name of the skill.

source: InlineSkillSource { data, media_type, type }

Inline skill payload

data: String

Base64-encoded skill zip bundle.

maxLength70254592
minLength1
media_type: :"application/zip"

The media type of the inline skill payload. Must be application/zip.

type: :base64

The type of the inline skill source. Must be base64.

type: :inline

Defines an inline skill for this request.

class LocalEnvironment { type, skills }
type: :local

Use a local computer environment.

skills: Array[LocalSkill { description, name, path } ]

An optional list of skills.

description: String

The description of the skill.

name: String

The name of the skill.

path: String

The path to the directory containing the skill.

class ContainerReference { container_id, type }
container_id: String

The ID of the referenced container.

type: :container_reference

References a container created with the /v1/containers endpoint

class CustomTool { name, type, defer_loading, 2 more }

A custom tool that processes input using a specified format. Learn more about custom tools

name: String

The name of the custom tool, used to identify it in tool calls.

type: :custom

The type of the custom tool. Always custom.

defer_loading: bool

Whether this tool should be deferred and discovered via tool search.

description: String

Optional description of the custom tool, used to provide more context.

The input format for the custom tool. Default is unconstrained text.

One of the following:
class Text { type }

Unconstrained free-form text.

type: :text

Unconstrained text format. Always text.

class Grammar { definition, syntax, type }

A grammar defined by the user.

definition: String

The grammar definition.

syntax: :lark | :regex

The syntax of the grammar definition. One of lark or regex.

One of the following:
:lark
:regex
type: :grammar

Grammar format. Always grammar.

class NamespaceTool { description, name, tools, type }

Groups function/custom tools under a shared namespace.

description: String

A description of the namespace shown to the model.

minLength1
name: String

The namespace name used in tool calls (for example, crm).

minLength1
tools: Array[{ name, type, defer_loading, 3 more} | CustomTool { name, type, defer_loading, 2 more } ]

The function/custom tools available inside this namespace.

One of the following:
class Function { name, type, defer_loading, 3 more }
name: String
maxLength128
minLength1
type: :function
defer_loading: bool

Whether this function should be deferred and discovered via tool search.

description: String
parameters: untyped
strict: bool
class CustomTool { name, type, defer_loading, 2 more }

A custom tool that processes input using a specified format. Learn more about custom tools

name: String

The name of the custom tool, used to identify it in tool calls.

type: :custom

The type of the custom tool. Always custom.

defer_loading: bool

Whether this tool should be deferred and discovered via tool search.

description: String

Optional description of the custom tool, used to provide more context.

The input format for the custom tool. Default is unconstrained text.

One of the following:
class Text { type }

Unconstrained free-form text.

type: :text

Unconstrained text format. Always text.

class Grammar { definition, syntax, type }

A grammar defined by the user.

definition: String

The grammar definition.

syntax: :lark | :regex

The syntax of the grammar definition. One of lark or regex.

One of the following:
:lark
:regex
type: :grammar

Grammar format. Always grammar.

type: :namespace

The type of the tool. Always namespace.

class ToolSearchTool { type, description, execution, parameters }

Hosted or BYOT tool search configuration for deferred tools.

type: :tool_search

The type of the tool. Always tool_search.

description: String

Description shown to the model for a client-executed tool search tool.

execution: :server | :client

Whether tool search is executed by the server or by the client.

One of the following:
:server
:client
parameters: untyped

Parameter schema for a client-executed tool search tool.

class WebSearchPreviewTool { type, search_content_types, search_context_size, user_location }

This tool searches the web for relevant results to use in a response. Learn more about the web search tool.

type: :web_search_preview | :web_search_preview_2025_03_11

The type of the web search tool. One of web_search_preview or web_search_preview_2025_03_11.

One of the following:
:web_search_preview
:web_search_preview_2025_03_11
search_content_types: Array[:text | :image]
One of the following:
:text
:image
search_context_size: :low | :medium | :high

High level guidance for the amount of context window space to use for the search. One of low, medium, or high. medium is the default.

One of the following:
:low
:medium
:high
user_location: { type, city, country, 2 more}

The user's location.

type: :approximate

The type of location approximation. Always approximate.

city: String

Free text input for the city of the user, e.g. San Francisco.

country: String

The two-letter ISO country code of the user, e.g. US.

region: String

Free text input for the region of the user, e.g. California.

timezone: String

The IANA timezone of the user, e.g. America/Los_Angeles.

class ApplyPatchTool { type }

Allows the assistant to create, delete, or update files using unified diffs.

type: :apply_patch

The type of the tool. Always apply_patch.

type: :tool_search_output

The item type. Always tool_search_output.

id: String

The unique ID of this tool search output.

call_id: String

The unique ID of the tool search call generated by the model.

maxLength64
minLength1
execution: :server | :client

Whether tool search was executed by the server or by the client.

One of the following:
:server
:client
status: :in_progress | :completed | :incomplete

The status of the tool search output.

One of the following:
:in_progress
:completed
:incomplete
class ResponseReasoningItem { id, summary, type, 3 more }

A description of the chain of thought used by a reasoning model while generating a response. Be sure to include these items in your input to the Responses API for subsequent turns of a conversation if you are manually managing context.

id: String

The unique identifier of the reasoning content.

summary: Array[{ text, type}]

Reasoning summary content.

text: String

A summary of the reasoning output from the model so far.

type: :summary_text

The type of the object. Always summary_text.

type: :reasoning

The type of the object. Always reasoning.

content: Array[{ text, type}]

Reasoning text content.

text: String

The reasoning text from the model.

type: :reasoning_text

The type of the reasoning text. Always reasoning_text.

encrypted_content: String

The encrypted content of the reasoning item - populated when a response is generated with reasoning.encrypted_content in the include parameter.

status: :in_progress | :completed | :incomplete

The status of the item. One of in_progress, completed, or incomplete. Populated when items are returned via API.

One of the following:
:in_progress
:completed
:incomplete
class ResponseCompactionItemParam { encrypted_content, type, id }

A compaction item generated by the v1/responses/compact API.

encrypted_content: String

The encrypted content of the compaction summary.

maxLength10485760
type: :compaction

The type of the item. Always compaction.

id: String

The ID of the compaction item.

class ImageGenerationCall { id, result, status, type }

An image generation request made by the model.

id: String

The unique ID of the image generation call.

result: String

The generated image encoded in base64.

status: :in_progress | :completed | :generating | :failed

The status of the image generation call.

One of the following:
:in_progress
:completed
:generating
:failed
type: :image_generation_call

The type of the image generation call. Always image_generation_call.

class ResponseCodeInterpreterToolCall { id, code, container_id, 3 more }

A tool call to run code.

id: String

The unique ID of the code interpreter tool call.

code: String

The code to run, or null if not available.

container_id: String

The ID of the container used to run the code.

outputs: Array[{ logs, type} | { type, url}]

The outputs generated by the code interpreter, such as logs or images. Can be null if no outputs are available.

One of the following:
class Logs { logs, type }

The logs output from the code interpreter.

logs: String

The logs output from the code interpreter.

type: :logs

The type of the output. Always logs.

class Image { type, url }

The image output from the code interpreter.

type: :image

The type of the output. Always image.

url: String

The URL of the image output from the code interpreter.

status: :in_progress | :completed | :incomplete | 2 more

The status of the code interpreter tool call. Valid values are in_progress, completed, incomplete, interpreting, and failed.

One of the following:
:in_progress
:completed
:incomplete
:interpreting
:failed
type: :code_interpreter_call

The type of the code interpreter tool call. Always code_interpreter_call.

class LocalShellCall { id, action, call_id, 2 more }

A tool call to run a command on the local shell.

id: String

The unique ID of the local shell call.

action: { command, env, type, 3 more}

Execute a shell command on the server.

command: Array[String]

The command to run.

env: Hash[Symbol, String]

Environment variables to set for the command.

type: :exec

The type of the local shell action. Always exec.

timeout_ms: Integer

Optional timeout in milliseconds for the command.

user: String

Optional user to run the command as.

working_directory: String

Optional working directory to run the command in.

call_id: String

The unique ID of the local shell tool call generated by the model.

status: :in_progress | :completed | :incomplete

The status of the local shell call.

One of the following:
:in_progress
:completed
:incomplete
type: :local_shell_call

The type of the local shell call. Always local_shell_call.

class LocalShellCallOutput { id, output, type, status }

The output of a local shell tool call.

id: String

The unique ID of the local shell tool call generated by the model.

output: String

A JSON string of the output of the local shell tool call.

type: :local_shell_call_output

The type of the local shell tool call output. Always local_shell_call_output.

status: :in_progress | :completed | :incomplete

The status of the item. One of in_progress, completed, or incomplete.

One of the following:
:in_progress
:completed
:incomplete
class ShellCall { action, call_id, type, 3 more }

A tool representing a request to execute one or more shell commands.

action: { commands, max_output_length, timeout_ms}

The shell commands and limits that describe how to run the tool call.

commands: Array[String]

Ordered shell commands for the execution environment to run.

max_output_length: Integer

Maximum number of UTF-8 characters to capture from combined stdout and stderr output.

timeout_ms: Integer

Maximum wall-clock time in milliseconds to allow the shell commands to run.

call_id: String

The unique ID of the shell tool call generated by the model.

maxLength64
minLength1
type: :shell_call

The type of the item. Always shell_call.

id: String

The unique ID of the shell tool call. Populated when this item is returned via API.

environment: LocalEnvironment { type, skills } | ContainerReference { container_id, type }

The environment to execute the shell commands in.

One of the following:
class LocalEnvironment { type, skills }
type: :local

Use a local computer environment.

skills: Array[LocalSkill { description, name, path } ]

An optional list of skills.

description: String

The description of the skill.

name: String

The name of the skill.

path: String

The path to the directory containing the skill.

class ContainerReference { container_id, type }
container_id: String

The ID of the referenced container.

type: :container_reference

References a container created with the /v1/containers endpoint

status: :in_progress | :completed | :incomplete

The status of the shell call. One of in_progress, completed, or incomplete.

One of the following:
:in_progress
:completed
:incomplete
class ShellCallOutput { call_id, output, type, 3 more }

The streamed output items emitted by a shell tool call.

call_id: String

The unique ID of the shell tool call generated by the model.

maxLength64
minLength1
output: Array[ResponseFunctionShellCallOutputContent { outcome, stderr, stdout } ]

Captured chunks of stdout and stderr output, along with their associated outcomes.

outcome: { type} | { exit_code, type}

The exit or timeout outcome associated with this shell call.

One of the following:
class Timeout { type }

Indicates that the shell call exceeded its configured time limit.

type: :timeout

The outcome type. Always timeout.

class Exit { exit_code, type }

Indicates that the shell commands finished and returned an exit code.

exit_code: Integer

The exit code returned by the shell process.

type: :exit

The outcome type. Always exit.

stderr: String

Captured stderr output for the shell call.

maxLength10485760
stdout: String

Captured stdout output for the shell call.

maxLength10485760
type: :shell_call_output

The type of the item. Always shell_call_output.

id: String

The unique ID of the shell tool call output. Populated when this item is returned via API.

max_output_length: Integer

The maximum number of UTF-8 characters captured for this shell call's combined output.

status: :in_progress | :completed | :incomplete

The status of the shell call output.

One of the following:
:in_progress
:completed
:incomplete
class ApplyPatchCall { call_id, operation, status, 2 more }

A tool call representing a request to create, delete, or update files using diff patches.

call_id: String

The unique ID of the apply patch tool call generated by the model.

maxLength64
minLength1
operation: { diff, path, type} | { path, type} | { diff, path, type}

The specific create, delete, or update instruction for the apply_patch tool call.

One of the following:
class CreateFile { diff, path, type }

Instruction for creating a new file via the apply_patch tool.

diff: String

Unified diff content to apply when creating the file.

maxLength10485760
path: String

Path of the file to create relative to the workspace root.

minLength1
type: :create_file

The operation type. Always create_file.

class DeleteFile { path, type }

Instruction for deleting an existing file via the apply_patch tool.

path: String

Path of the file to delete relative to the workspace root.

minLength1
type: :delete_file

The operation type. Always delete_file.

class UpdateFile { diff, path, type }

Instruction for updating an existing file via the apply_patch tool.

diff: String

Unified diff content to apply to the existing file.

maxLength10485760
path: String

Path of the file to update relative to the workspace root.

minLength1
type: :update_file

The operation type. Always update_file.

status: :in_progress | :completed

The status of the apply patch tool call. One of in_progress or completed.

One of the following:
:in_progress
:completed
type: :apply_patch_call

The type of the item. Always apply_patch_call.

id: String

The unique ID of the apply patch tool call. Populated when this item is returned via API.

class ApplyPatchCallOutput { call_id, status, type, 2 more }

The streamed output emitted by an apply patch tool call.

call_id: String

The unique ID of the apply patch tool call generated by the model.

maxLength64
minLength1
status: :completed | :failed

The status of the apply patch tool call output. One of completed or failed.

One of the following:
:completed
:failed
type: :apply_patch_call_output

The type of the item. Always apply_patch_call_output.

id: String

The unique ID of the apply patch tool call output. Populated when this item is returned via API.

output: String

Optional human-readable log text from the apply patch tool (e.g., patch results or errors).

maxLength10485760
class McpListTools { id, server_label, tools, 2 more }

A list of tools available on an MCP server.

id: String

The unique ID of the list.

server_label: String

The label of the MCP server.

tools: Array[{ input_schema, name, annotations, description}]

The tools available on the server.

input_schema: untyped

The JSON schema describing the tool's input.

name: String

The name of the tool.

annotations: untyped

Additional annotations about the tool.

description: String

The description of the tool.

type: :mcp_list_tools

The type of the item. Always mcp_list_tools.

error: String

Error message if the server could not list tools.

class McpApprovalRequest { id, arguments, name, 2 more }

A request for human approval of a tool invocation.

id: String

The unique ID of the approval request.

arguments: String

A JSON string of arguments for the tool.

name: String

The name of the tool to run.

server_label: String

The label of the MCP server making the request.

type: :mcp_approval_request

The type of the item. Always mcp_approval_request.

class McpApprovalResponse { approval_request_id, approve, type, 2 more }

A response to an MCP approval request.

approval_request_id: String

The ID of the approval request being answered.

approve: bool

Whether the request was approved.

type: :mcp_approval_response

The type of the item. Always mcp_approval_response.

id: String

The unique ID of the approval response

reason: String

Optional reason for the decision.

class McpCall { id, arguments, name, 6 more }

An invocation of a tool on an MCP server.

id: String

The unique ID of the tool call.

arguments: String

A JSON string of the arguments passed to the tool.

name: String

The name of the tool that was run.

server_label: String

The label of the MCP server running the tool.

type: :mcp_call

The type of the item. Always mcp_call.

approval_request_id: String

Unique identifier for the MCP tool call approval request. Include this value in a subsequent mcp_approval_response input to approve or reject the corresponding tool call.

error: String

The error from the tool call, if any.

output: String

The output from the tool call.

status: :in_progress | :completed | :incomplete | 2 more

The status of the tool call. One of in_progress, completed, incomplete, calling, or failed.

One of the following:
:in_progress
:completed
:incomplete
:calling
:failed
class ResponseCustomToolCallOutput { call_id, output, type, id }

The output of a custom tool call from your code, being sent back to the model.

call_id: String

The call ID, used to map this custom tool call output to a custom tool call.

output: String | Array[ResponseInputText { text, type } | ResponseInputImage { detail, type, file_id, image_url } | ResponseInputFile { type, file_data, file_id, 2 more } ]

The output from the custom tool call generated by your code. Can be a string or an list of output content.

One of the following:
String

A string of the output of the custom tool call.

Array[ResponseInputText { text, type } | ResponseInputImage { detail, type, file_id, image_url } | ResponseInputFile { type, file_data, file_id, 2 more } ]

Text, image, or file output of the custom tool call.

One of the following:
class ResponseInputText { text, type }

A text input to the model.

text: String

The text input to the model.

type: :input_text

The type of the input item. Always input_text.

class ResponseInputImage { detail, type, file_id, image_url }

An image input to the model. Learn about image inputs.

detail: :low | :high | :auto | :original

The detail level of the image to be sent to the model. One of high, low, auto, or original. Defaults to auto.

One of the following:
:low
:high
:auto
:original
type: :input_image

The type of the input item. Always input_image.

file_id: String

The ID of the file to be sent to the model.

image_url: String

The URL of the image to be sent to the model. A fully qualified URL or base64 encoded image in a data URL.

class ResponseInputFile { type, file_data, file_id, 2 more }

A file input to the model.

type: :input_file

The type of the input item. Always input_file.

file_data: String

The content of the file to be sent to the model.

file_id: String

The ID of the file to be sent to the model.

file_url: String

The URL of the file to be sent to the model.

filename: String

The name of the file to be sent to the model.

type: :custom_tool_call_output

The type of the custom tool call output. Always custom_tool_call_output.

id: String

The unique ID of the custom tool call output in the OpenAI platform.

class ResponseCustomToolCall { call_id, input, name, 3 more }

A call to a custom tool created by the model.

call_id: String

An identifier used to map this custom tool call to a tool call output.

input: String

The input for the custom tool call generated by the model.

name: String

The name of the custom tool being called.

type: :custom_tool_call

The type of the custom tool call. Always custom_tool_call.

id: String

The unique ID of the custom tool call in the OpenAI platform.

namespace: String

The namespace of the custom tool being called.

class ItemReference { id, type }

An internal identifier for an item to reference.

id: String

The ID of the item to reference.

type: :item_reference

The type of item to reference. Always item_reference.

instructions: String

A system (or developer) message inserted into the model's context. When used along with previous_response_id, the instructions from a previous response will not be carried over to the next response. This makes it simple to swap out system (or developer) messages in new responses.

previous_response_id: String

The unique ID of the previous response to the model. Use this to create multi-turn conversations. Learn more about conversation state. Cannot be used in conjunction with conversation.

prompt_cache_key: String

A key to use when reading from or writing to the prompt cache.

maxLength64
ReturnsExpand Collapse
class CompactedResponse { id, created_at, object, 2 more }
id: String

The unique identifier for the compacted response.

created_at: Integer

Unix timestamp (in seconds) when the compacted conversation was created.

object: :"response.compaction"

The object type. Always response.compaction.

output: Array[ResponseOutputItem]

The compacted list of output items. This is a list of all user messages, followed by a single compaction item.

One of the following:
class ResponseOutputMessage { id, content, role, 3 more }

An output message from the model.

id: String

The unique ID of the output message.

content: Array[ResponseOutputText { annotations, text, type, logprobs } | ResponseOutputRefusal { refusal, type } ]

The content of the output message.

One of the following:
class ResponseOutputText { annotations, text, type, logprobs }

A text output from the model.

annotations: Array[{ file_id, filename, index, type} | { end_index, start_index, title, 2 more} | { container_id, end_index, file_id, 3 more} | { file_id, index, type}]

The annotations of the text output.

One of the following:
class FileCitation { file_id, filename, index, type }

A citation to a file.

file_id: String

The ID of the file.

filename: String

The filename of the file cited.

index: Integer

The index of the file in the list of files.

type: :file_citation

The type of the file citation. Always file_citation.

class URLCitation { end_index, start_index, title, 2 more }

A citation for a web resource used to generate a model response.

end_index: Integer

The index of the last character of the URL citation in the message.

start_index: Integer

The index of the first character of the URL citation in the message.

title: String

The title of the web resource.

type: :url_citation

The type of the URL citation. Always url_citation.

url: String

The URL of the web resource.

class ContainerFileCitation { container_id, end_index, file_id, 3 more }

A citation for a container file used to generate a model response.

container_id: String

The ID of the container file.

end_index: Integer

The index of the last character of the container file citation in the message.

file_id: String

The ID of the file.

filename: String

The filename of the container file cited.

start_index: Integer

The index of the first character of the container file citation in the message.

type: :container_file_citation

The type of the container file citation. Always container_file_citation.

class FilePath { file_id, index, type }

A path to a file.

file_id: String

The ID of the file.

index: Integer

The index of the file in the list of files.

type: :file_path

The type of the file path. Always file_path.

text: String

The text output from the model.

type: :output_text

The type of the output text. Always output_text.

logprobs: Array[{ token, bytes, logprob, top_logprobs}]
token: String
bytes: Array[Integer]
logprob: Float
top_logprobs: Array[{ token, bytes, logprob}]
token: String
bytes: Array[Integer]
logprob: Float
class ResponseOutputRefusal { refusal, type }

A refusal from the model.

refusal: String

The refusal explanation from the model.

type: :refusal

The type of the refusal. Always refusal.

role: :assistant

The role of the output message. Always assistant.

status: :in_progress | :completed | :incomplete

The status of the message input. One of in_progress, completed, or incomplete. Populated when input items are returned via API.

One of the following:
:in_progress
:completed
:incomplete
type: :message

The type of the output message. Always message.

phase: :commentary | :final_answer

Labels an assistant message as intermediate commentary (commentary) or the final answer (final_answer). For models like gpt-5.3-codex and beyond, when sending follow-up requests, preserve and resend phase on all assistant messages — dropping it can degrade performance. Not used for user messages.

One of the following:
:commentary
:final_answer
class ResponseFileSearchToolCall { id, queries, status, 2 more }

The results of a file search tool call. See the file search guide for more information.

id: String

The unique ID of the file search tool call.

queries: Array[String]

The queries used to search for files.

status: :in_progress | :searching | :completed | 2 more

The status of the file search tool call. One of in_progress, searching, incomplete or failed,

One of the following:
:in_progress
:searching
:completed
:incomplete
:failed
type: :file_search_call

The type of the file search tool call. Always file_search_call.

results: Array[{ attributes, file_id, filename, 2 more}]

The results of the file search tool call.

attributes: Hash[Symbol, String | Float | bool]

Set of 16 key-value pairs that can be attached to an object. This can be useful for storing additional information about the object in a structured format, and querying for objects via API or the dashboard. Keys are strings with a maximum length of 64 characters. Values are strings with a maximum length of 512 characters, booleans, or numbers.

One of the following:
String
Float
bool
file_id: String

The unique ID of the file.

filename: String

The name of the file.

score: Float

The relevance score of the file - a value between 0 and 1.

formatfloat
text: String

The text that was retrieved from the file.

class ResponseFunctionToolCall { arguments, call_id, name, 4 more }

A tool call to run a function. See the function calling guide for more information.

arguments: String

A JSON string of the arguments to pass to the function.

call_id: String

The unique ID of the function tool call generated by the model.

name: String

The name of the function to run.

type: :function_call

The type of the function tool call. Always function_call.

id: String

The unique ID of the function tool call.

namespace: String

The namespace of the function to run.

status: :in_progress | :completed | :incomplete

The status of the item. One of in_progress, completed, or incomplete. Populated when items are returned via API.

One of the following:
:in_progress
:completed
:incomplete
class ResponseFunctionToolCallOutputItem { id, call_id, output, 3 more }
id: String

The unique ID of the function call tool output.

call_id: String

The unique ID of the function tool call generated by the model.

output: String | Array[ResponseInputText { text, type } | ResponseInputImage { detail, type, file_id, image_url } | ResponseInputFile { type, file_data, file_id, 2 more } ]

The output from the function call generated by your code. Can be a string or an list of output content.

One of the following:
String

A string of the output of the function call.

Array[ResponseInputText { text, type } | ResponseInputImage { detail, type, file_id, image_url } | ResponseInputFile { type, file_data, file_id, 2 more } ]

Text, image, or file output of the function call.

One of the following:
class ResponseInputText { text, type }

A text input to the model.

text: String

The text input to the model.

type: :input_text

The type of the input item. Always input_text.

class ResponseInputImage { detail, type, file_id, image_url }

An image input to the model. Learn about image inputs.

detail: :low | :high | :auto | :original

The detail level of the image to be sent to the model. One of high, low, auto, or original. Defaults to auto.

One of the following:
:low
:high
:auto
:original
type: :input_image

The type of the input item. Always input_image.

file_id: String

The ID of the file to be sent to the model.

image_url: String

The URL of the image to be sent to the model. A fully qualified URL or base64 encoded image in a data URL.

class ResponseInputFile { type, file_data, file_id, 2 more }

A file input to the model.

type: :input_file

The type of the input item. Always input_file.

file_data: String

The content of the file to be sent to the model.

file_id: String

The ID of the file to be sent to the model.

file_url: String

The URL of the file to be sent to the model.

filename: String

The name of the file to be sent to the model.

status: :in_progress | :completed | :incomplete

The status of the item. One of in_progress, completed, or incomplete. Populated when items are returned via API.

One of the following:
:in_progress
:completed
:incomplete
type: :function_call_output

The type of the function tool call output. Always function_call_output.

created_by: String

The identifier of the actor that created the item.

One of the following:
One of the following:
class ResponseComputerToolCall { id, call_id, pending_safety_checks, 4 more }

A tool call to a computer use tool. See the computer use guide for more information.

id: String

The unique ID of the computer call.

call_id: String

An identifier used when responding to the tool call with output.

pending_safety_checks: Array[{ id, code, message}]

The pending safety checks for the computer call.

id: String

The ID of the pending safety check.

code: String

The type of the pending safety check.

message: String

Details about the pending safety check.

status: :in_progress | :completed | :incomplete

The status of the item. One of in_progress, completed, or incomplete. Populated when items are returned via API.

One of the following:
:in_progress
:completed
:incomplete
type: :computer_call

The type of the computer call. Always computer_call.

action: { button, type, x, 2 more} | { keys, type, x, y_} | { path, type, keys} | 6 more

A click action.

One of the following:
class Click { button, type, x, 2 more }

A click action.

button: :left | :right | :wheel | 2 more

Indicates which mouse button was pressed during the click. One of left, right, wheel, back, or forward.

One of the following:
:left
:right
:wheel
:back
:forward
type: :click

Specifies the event type. For a click action, this property is always click.

x: Integer

The x-coordinate where the click occurred.

y_: Integer

The y-coordinate where the click occurred.

keys: Array[String]

The keys being held while clicking.

class DoubleClick { keys, type, x, y_ }

A double click action.

keys: Array[String]

The keys being held while double-clicking.

type: :double_click

Specifies the event type. For a double click action, this property is always set to double_click.

x: Integer

The x-coordinate where the double click occurred.

y_: Integer

The y-coordinate where the double click occurred.

class Drag { path, type, keys }

A drag action.

path: Array[{ x, y_}]

An array of coordinates representing the path of the drag action. Coordinates will appear as an array of objects, eg

[
  { x: 100, y: 200 },
  { x: 200, y: 300 }
]
x: Integer

The x-coordinate.

y_: Integer

The y-coordinate.

type: :drag

Specifies the event type. For a drag action, this property is always set to drag.

keys: Array[String]

The keys being held while dragging the mouse.

class Keypress { keys, type }

A collection of keypresses the model would like to perform.

keys: Array[String]

The combination of keys the model is requesting to be pressed. This is an array of strings, each representing a key.

type: :keypress

Specifies the event type. For a keypress action, this property is always set to keypress.

class Move { type, x, y_, keys }

A mouse move action.

type: :move

Specifies the event type. For a move action, this property is always set to move.

x: Integer

The x-coordinate to move to.

y_: Integer

The y-coordinate to move to.

keys: Array[String]

The keys being held while moving the mouse.

class Screenshot { type }

A screenshot action.

type: :screenshot

Specifies the event type. For a screenshot action, this property is always set to screenshot.

class Scroll { scroll_x, scroll_y, type, 3 more }

A scroll action.

scroll_x: Integer

The horizontal scroll distance.

scroll_y: Integer

The vertical scroll distance.

type: :scroll

Specifies the event type. For a scroll action, this property is always set to scroll.

x: Integer

The x-coordinate where the scroll occurred.

y_: Integer

The y-coordinate where the scroll occurred.

keys: Array[String]

The keys being held while scrolling.

class Type { text, type }

An action to type in text.

text: String

The text to type.

type: :type

Specifies the event type. For a type action, this property is always set to type.

class Wait { type }

A wait action.

type: :wait

Specifies the event type. For a wait action, this property is always set to wait.

actions: ComputerActionList { Click, DoubleClick, Drag, 6 more }

Flattened batched actions for computer_use. Each action includes an type discriminator and action-specific fields.

One of the following:
class Click { button, type, x, 2 more }

A click action.

button: :left | :right | :wheel | 2 more

Indicates which mouse button was pressed during the click. One of left, right, wheel, back, or forward.

One of the following:
:left
:right
:wheel
:back
:forward
type: :click

Specifies the event type. For a click action, this property is always click.

x: Integer

The x-coordinate where the click occurred.

y_: Integer

The y-coordinate where the click occurred.

keys: Array[String]

The keys being held while clicking.

class DoubleClick { keys, type, x, y_ }

A double click action.

keys: Array[String]

The keys being held while double-clicking.

type: :double_click

Specifies the event type. For a double click action, this property is always set to double_click.

x: Integer

The x-coordinate where the double click occurred.

y_: Integer

The y-coordinate where the double click occurred.

class Drag { path, type, keys }

A drag action.

path: Array[{ x, y_}]

An array of coordinates representing the path of the drag action. Coordinates will appear as an array of objects, eg

[
  { x: 100, y: 200 },
  { x: 200, y: 300 }
]
x: Integer

The x-coordinate.

y_: Integer

The y-coordinate.

type: :drag

Specifies the event type. For a drag action, this property is always set to drag.

keys: Array[String]

The keys being held while dragging the mouse.

class Keypress { keys, type }

A collection of keypresses the model would like to perform.

keys: Array[String]

The combination of keys the model is requesting to be pressed. This is an array of strings, each representing a key.

type: :keypress

Specifies the event type. For a keypress action, this property is always set to keypress.

class Move { type, x, y_, keys }

A mouse move action.

type: :move

Specifies the event type. For a move action, this property is always set to move.

x: Integer

The x-coordinate to move to.

y_: Integer

The y-coordinate to move to.

keys: Array[String]

The keys being held while moving the mouse.

class Screenshot { type }

A screenshot action.

type: :screenshot

Specifies the event type. For a screenshot action, this property is always set to screenshot.

class Scroll { scroll_x, scroll_y, type, 3 more }

A scroll action.

scroll_x: Integer

The horizontal scroll distance.

scroll_y: Integer

The vertical scroll distance.

type: :scroll

Specifies the event type. For a scroll action, this property is always set to scroll.

x: Integer

The x-coordinate where the scroll occurred.

y_: Integer

The y-coordinate where the scroll occurred.

keys: Array[String]

The keys being held while scrolling.

class Type { text, type }

An action to type in text.

text: String

The text to type.

type: :type

Specifies the event type. For a type action, this property is always set to type.

class Wait { type }

A wait action.

type: :wait

Specifies the event type. For a wait action, this property is always set to wait.

class ResponseComputerToolCallOutputItem { id, call_id, output, 4 more }
id: String

The unique ID of the computer call tool output.

call_id: String

The ID of the computer tool call that produced the output.

output: ResponseComputerToolCallOutputScreenshot { type, file_id, image_url }

A computer screenshot image used with the computer use tool.

type: :computer_screenshot

Specifies the event type. For a computer screenshot, this property is always set to computer_screenshot.

file_id: String

The identifier of an uploaded file that contains the screenshot.

image_url: String

The URL of the screenshot image.

status: :completed | :incomplete | :failed | :in_progress

The status of the message input. One of in_progress, completed, or incomplete. Populated when input items are returned via API.

One of the following:
:completed
:incomplete
:failed
:in_progress
type: :computer_call_output

The type of the computer tool call output. Always computer_call_output.

acknowledged_safety_checks: Array[{ id, code, message}]

The safety checks reported by the API that have been acknowledged by the developer.

id: String

The ID of the pending safety check.

code: String

The type of the pending safety check.

message: String

Details about the pending safety check.

created_by: String

The identifier of the actor that created the item.

class ResponseReasoningItem { id, summary, type, 3 more }

A description of the chain of thought used by a reasoning model while generating a response. Be sure to include these items in your input to the Responses API for subsequent turns of a conversation if you are manually managing context.

id: String

The unique identifier of the reasoning content.

summary: Array[{ text, type}]

Reasoning summary content.

text: String

A summary of the reasoning output from the model so far.

type: :summary_text

The type of the object. Always summary_text.

type: :reasoning

The type of the object. Always reasoning.

content: Array[{ text, type}]

Reasoning text content.

text: String

The reasoning text from the model.

type: :reasoning_text

The type of the reasoning text. Always reasoning_text.

encrypted_content: String

The encrypted content of the reasoning item - populated when a response is generated with reasoning.encrypted_content in the include parameter.

status: :in_progress | :completed | :incomplete

The status of the item. One of in_progress, completed, or incomplete. Populated when items are returned via API.

One of the following:
:in_progress
:completed
:incomplete
class ResponseToolSearchCall { id, arguments, call_id, 4 more }
id: String

The unique ID of the tool search call item.

arguments: untyped

Arguments used for the tool search call.

call_id: String

The unique ID of the tool search call generated by the model.

execution: :server | :client

Whether tool search was executed by the server or by the client.

One of the following:
:server
:client
status: :in_progress | :completed | :incomplete

The status of the tool search call item that was recorded.

One of the following:
:in_progress
:completed
:incomplete
type: :tool_search_call

The type of the item. Always tool_search_call.

created_by: String

The identifier of the actor that created the item.

class ResponseToolSearchOutputItem { id, call_id, execution, 4 more }
id: String

The unique ID of the tool search output item.

call_id: String

The unique ID of the tool search call generated by the model.

execution: :server | :client

Whether tool search was executed by the server or by the client.

One of the following:
:server
:client
status: :in_progress | :completed | :incomplete

The status of the tool search output item that was recorded.

One of the following:
:in_progress
:completed
:incomplete
tools: Array[Tool]

The loaded tool definitions returned by tool search.

One of the following:
class FunctionTool { name, parameters, strict, 3 more }

Defines a function in your own code the model can choose to call. Learn more about function calling.

name: String

The name of the function to call.

parameters: Hash[Symbol, untyped]

A JSON schema object describing the parameters of the function.

strict: bool

Whether to enforce strict parameter validation. Default true.

type: :function

The type of the function tool. Always function.

defer_loading: bool

Whether this function is deferred and loaded via tool search.

description: String

A description of the function. Used by the model to determine whether or not to call the function.

class FileSearchTool { type, vector_store_ids, filters, 2 more }

A tool that searches for relevant content from uploaded files. Learn more about the file search tool.

type: :file_search

The type of the file search tool. Always file_search.

vector_store_ids: Array[String]

The IDs of the vector stores to search.

filters: ComparisonFilter { key, type, value } | CompoundFilter { filters, type }

A filter to apply.

One of the following:
class ComparisonFilter { key, type, value }

A filter used to compare a specified attribute key to a given value using a defined comparison operation.

key: String

The key to compare against the value.

type: :eq | :ne | :gt | 5 more

Specifies the comparison operator: eq, ne, gt, gte, lt, lte, in, nin.

  • eq: equals
  • ne: not equal
  • gt: greater than
  • gte: greater than or equal
  • lt: less than
  • lte: less than or equal
  • in: in
  • nin: not in
One of the following:
:eq
:ne
:gt
:gte
:lt
:lte
:in
:nin
value: String | Float | bool | Array[String | Float]

The value to compare against the attribute key; supports string, number, or boolean types.

One of the following:
String
Float
bool
Array[String | Float]
One of the following:
String
Float
class CompoundFilter { filters, type }

Combine multiple filters using and or or.

filters: Array[ComparisonFilter { key, type, value } | untyped]

Array of filters to combine. Items can be ComparisonFilter or CompoundFilter.

One of the following:
class ComparisonFilter { key, type, value }

A filter used to compare a specified attribute key to a given value using a defined comparison operation.

key: String

The key to compare against the value.

type: :eq | :ne | :gt | 5 more

Specifies the comparison operator: eq, ne, gt, gte, lt, lte, in, nin.

  • eq: equals
  • ne: not equal
  • gt: greater than
  • gte: greater than or equal
  • lt: less than
  • lte: less than or equal
  • in: in
  • nin: not in
One of the following:
:eq
:ne
:gt
:gte
:lt
:lte
:in
:nin
value: String | Float | bool | Array[String | Float]

The value to compare against the attribute key; supports string, number, or boolean types.

One of the following:
String
Float
bool
Array[String | Float]
One of the following:
String
Float
untyped
type: :and | :or

Type of operation: and or or.

One of the following:
:and
:or
max_num_results: Integer

The maximum number of results to return. This number should be between 1 and 50 inclusive.

ranking_options: { hybrid_search, ranker, score_threshold}

Ranking options for search.

ranker: :auto | :"default-2024-11-15"

The ranker to use for the file search.

One of the following:
:auto
:"default-2024-11-15"
score_threshold: Float

The score threshold for the file search, a number between 0 and 1. Numbers closer to 1 will attempt to return only the most relevant results, but may return fewer results.

class ComputerTool { type }

A tool that controls a virtual computer. Learn more about the computer tool.

type: :computer

The type of the computer tool. Always computer.

class ComputerUsePreviewTool { display_height, display_width, environment, type }

A tool that controls a virtual computer. Learn more about the computer tool.

display_height: Integer

The height of the computer display.

display_width: Integer

The width of the computer display.

environment: :windows | :mac | :linux | 2 more

The type of computer environment to control.

One of the following:
:windows
:mac
:linux
:ubuntu
:browser
type: :computer_use_preview

The type of the computer use tool. Always computer_use_preview.

class WebSearchTool { type, filters, search_context_size, user_location }

Search the Internet for sources related to the prompt. Learn more about the web search tool.

type: :web_search | :web_search_2025_08_26

The type of the web search tool. One of web_search or web_search_2025_08_26.

One of the following:
:web_search
:web_search_2025_08_26
filters: { allowed_domains}

Filters for the search.

allowed_domains: Array[String]

Allowed domains for the search. If not provided, all domains are allowed. Subdomains of the provided domains are allowed as well.

Example: ["pubmed.ncbi.nlm.nih.gov"]

search_context_size: :low | :medium | :high

High level guidance for the amount of context window space to use for the search. One of low, medium, or high. medium is the default.

One of the following:
:low
:medium
:high
user_location: { city, country, region, 2 more}

The approximate location of the user.

city: String

Free text input for the city of the user, e.g. San Francisco.

country: String

The two-letter ISO country code of the user, e.g. US.

region: String

Free text input for the region of the user, e.g. California.

timezone: String

The IANA timezone of the user, e.g. America/Los_Angeles.

type: :approximate

The type of location approximation. Always approximate.

class Mcp { server_label, type, allowed_tools, 7 more }

Give the model access to additional tools via remote Model Context Protocol (MCP) servers. Learn more about MCP.

server_label: String

A label for this MCP server, used to identify it in tool calls.

type: :mcp

The type of the MCP tool. Always mcp.

allowed_tools: Array[String] | { read_only, tool_names}

List of allowed tool names or a filter object.

One of the following:
Array[String]

A string array of allowed tool names

class McpToolFilter { read_only, tool_names }

A filter object to specify which tools are allowed.

read_only: bool

Indicates whether or not a tool modifies data or is read-only. If an MCP server is annotated with readOnlyHint, it will match this filter.

tool_names: Array[String]

List of allowed tool names.

authorization: String

An OAuth access token that can be used with a remote MCP server, either with a custom MCP server URL or a service connector. Your application must handle the OAuth authorization flow and provide the token here.

connector_id: :connector_dropbox | :connector_gmail | :connector_googlecalendar | 5 more

Identifier for service connectors, like those available in ChatGPT. One of server_url or connector_id must be provided. Learn more about service connectors here.

Currently supported connector_id values are:

  • Dropbox: connector_dropbox
  • Gmail: connector_gmail
  • Google Calendar: connector_googlecalendar
  • Google Drive: connector_googledrive
  • Microsoft Teams: connector_microsoftteams
  • Outlook Calendar: connector_outlookcalendar
  • Outlook Email: connector_outlookemail
  • SharePoint: connector_sharepoint
One of the following:
:connector_dropbox
:connector_gmail
:connector_googlecalendar
:connector_googledrive
:connector_microsoftteams
:connector_outlookcalendar
:connector_outlookemail
:connector_sharepoint
defer_loading: bool

Whether this MCP tool is deferred and discovered via tool search.

headers: Hash[Symbol, String]

Optional HTTP headers to send to the MCP server. Use for authentication or other purposes.

require_approval: { always, never} | :always | :never

Specify which of the MCP server's tools require approval.

One of the following:
class McpToolApprovalFilter { always, never }

Specify which of the MCP server's tools require approval. Can be always, never, or a filter object associated with tools that require approval.

always: { read_only, tool_names}

A filter object to specify which tools are allowed.

read_only: bool

Indicates whether or not a tool modifies data or is read-only. If an MCP server is annotated with readOnlyHint, it will match this filter.

tool_names: Array[String]

List of allowed tool names.

never: { read_only, tool_names}

A filter object to specify which tools are allowed.

read_only: bool

Indicates whether or not a tool modifies data or is read-only. If an MCP server is annotated with readOnlyHint, it will match this filter.

tool_names: Array[String]

List of allowed tool names.

McpToolApprovalSetting = :always | :never

Specify a single approval policy for all tools. One of always or never. When set to always, all tools will require approval. When set to never, all tools will not require approval.

One of the following:
:always
:never
server_description: String

Optional description of the MCP server, used to provide more context.

server_url: String

The URL for the MCP server. One of server_url or connector_id must be provided.

class CodeInterpreter { container, type }

A tool that runs Python code to help generate a response to a prompt.

container: String | { type, file_ids, memory_limit, network_policy}

The code interpreter container. Can be a container ID or an object that specifies uploaded file IDs to make available to your code, along with an optional memory_limit setting.

One of the following:
String

The container ID.

class CodeInterpreterToolAuto { type, file_ids, memory_limit, network_policy }

Configuration for a code interpreter container. Optionally specify the IDs of the files to run the code on.

type: :auto

Always auto.

file_ids: Array[String]

An optional list of uploaded files to make available to your code.

memory_limit: :"1g" | :"4g" | :"16g" | :"64g"

The memory limit for the code interpreter container.

One of the following:
:"1g"
:"4g"
:"16g"
:"64g"
network_policy: ContainerNetworkPolicyDisabled { type } | ContainerNetworkPolicyAllowlist { allowed_domains, type, domain_secrets }

Network access policy for the container.

One of the following:
class ContainerNetworkPolicyDisabled { type }
type: :disabled

Disable outbound network access. Always disabled.

class ContainerNetworkPolicyAllowlist { allowed_domains, type, domain_secrets }
allowed_domains: Array[String]

A list of allowed domains when type is allowlist.

type: :allowlist

Allow outbound network access only to specified domains. Always allowlist.

domain_secrets: Array[ContainerNetworkPolicyDomainSecret { domain, name, value } ]

Optional domain-scoped secrets for allowlisted domains.

domain: String

The domain associated with the secret.

minLength1
name: String

The name of the secret to inject for the domain.

minLength1
value: String

The secret value to inject for the domain.

maxLength10485760
minLength1
type: :code_interpreter

The type of the code interpreter tool. Always code_interpreter.

class ImageGeneration { type, action, background, 9 more }

A tool that generates images using the GPT image models.

type: :image_generation

The type of the image generation tool. Always image_generation.

action: :generate | :edit | :auto

Whether to generate a new image or edit an existing image. Default: auto.

One of the following:
:generate
:edit
:auto
background: :transparent | :opaque | :auto

Background type for the generated image. One of transparent, opaque, or auto. Default: auto.

One of the following:
:transparent
:opaque
:auto
input_fidelity: :high | :low

Control how much effort the model will exert to match the style and features, especially facial features, of input images. This parameter is only supported for gpt-image-1 and gpt-image-1.5 and later models, unsupported for gpt-image-1-mini. Supports high and low. Defaults to low.

One of the following:
:high
:low
input_image_mask: { file_id, image_url}

Optional mask for inpainting. Contains image_url (string, optional) and file_id (string, optional).

file_id: String

File ID for the mask image.

image_url: String

Base64-encoded mask image.

model: String | :"gpt-image-1" | :"gpt-image-1-mini" | :"gpt-image-1.5"

The image generation model to use. Default: gpt-image-1.

One of the following:
String
:"gpt-image-1" | :"gpt-image-1-mini" | :"gpt-image-1.5"

The image generation model to use. Default: gpt-image-1.

One of the following:
:"gpt-image-1"
:"gpt-image-1-mini"
:"gpt-image-1.5"
moderation: :auto | :low

Moderation level for the generated image. Default: auto.

One of the following:
:auto
:low
output_compression: Integer

Compression level for the output image. Default: 100.

minimum0
maximum100
output_format: :png | :webp | :jpeg

The output format of the generated image. One of png, webp, or jpeg. Default: png.

One of the following:
:png
:webp
:jpeg
partial_images: Integer

Number of partial images to generate in streaming mode, from 0 (default value) to 3.

minimum0
maximum3
quality: :low | :medium | :high | :auto

The quality of the generated image. One of low, medium, high, or auto. Default: auto.

One of the following:
:low
:medium
:high
:auto
size: :"1024x1024" | :"1024x1536" | :"1536x1024" | :auto

The size of the generated image. One of 1024x1024, 1024x1536, 1536x1024, or auto. Default: auto.

One of the following:
:"1024x1024"
:"1024x1536"
:"1536x1024"
:auto
class LocalShell { type }

A tool that allows the model to execute shell commands in a local environment.

type: :local_shell

The type of the local shell tool. Always local_shell.

class FunctionShellTool { type, environment }

A tool that allows the model to execute shell commands.

type: :shell

The type of the shell tool. Always shell.

environment: ContainerAuto { type, file_ids, memory_limit, 2 more } | LocalEnvironment { type, skills } | ContainerReference { container_id, type }
One of the following:
class ContainerAuto { type, file_ids, memory_limit, 2 more }
type: :container_auto

Automatically creates a container for this request

file_ids: Array[String]

An optional list of uploaded files to make available to your code.

memory_limit: :"1g" | :"4g" | :"16g" | :"64g"

The memory limit for the container.

One of the following:
:"1g"
:"4g"
:"16g"
:"64g"
network_policy: ContainerNetworkPolicyDisabled { type } | ContainerNetworkPolicyAllowlist { allowed_domains, type, domain_secrets }

Network access policy for the container.

One of the following:
class ContainerNetworkPolicyDisabled { type }
type: :disabled

Disable outbound network access. Always disabled.

class ContainerNetworkPolicyAllowlist { allowed_domains, type, domain_secrets }
allowed_domains: Array[String]

A list of allowed domains when type is allowlist.

type: :allowlist

Allow outbound network access only to specified domains. Always allowlist.

domain_secrets: Array[ContainerNetworkPolicyDomainSecret { domain, name, value } ]

Optional domain-scoped secrets for allowlisted domains.

domain: String

The domain associated with the secret.

minLength1
name: String

The name of the secret to inject for the domain.

minLength1
value: String

The secret value to inject for the domain.

maxLength10485760
minLength1
skills: Array[SkillReference { skill_id, type, version } | InlineSkill { description, name, source, type } ]

An optional list of skills referenced by id or inline data.

One of the following:
class SkillReference { skill_id, type, version }
skill_id: String

The ID of the referenced skill.

maxLength64
minLength1
type: :skill_reference

References a skill created with the /v1/skills endpoint.

version: String

Optional skill version. Use a positive integer or 'latest'. Omit for default.

class InlineSkill { description, name, source, type }
description: String

The description of the skill.

name: String

The name of the skill.

source: InlineSkillSource { data, media_type, type }

Inline skill payload

data: String

Base64-encoded skill zip bundle.

maxLength70254592
minLength1
media_type: :"application/zip"

The media type of the inline skill payload. Must be application/zip.

type: :base64

The type of the inline skill source. Must be base64.

type: :inline

Defines an inline skill for this request.

class LocalEnvironment { type, skills }
type: :local

Use a local computer environment.

skills: Array[LocalSkill { description, name, path } ]

An optional list of skills.

description: String

The description of the skill.

name: String

The name of the skill.

path: String

The path to the directory containing the skill.

class ContainerReference { container_id, type }
container_id: String

The ID of the referenced container.

type: :container_reference

References a container created with the /v1/containers endpoint

class CustomTool { name, type, defer_loading, 2 more }

A custom tool that processes input using a specified format. Learn more about custom tools

name: String

The name of the custom tool, used to identify it in tool calls.

type: :custom

The type of the custom tool. Always custom.

defer_loading: bool

Whether this tool should be deferred and discovered via tool search.

description: String

Optional description of the custom tool, used to provide more context.

The input format for the custom tool. Default is unconstrained text.

One of the following:
class Text { type }

Unconstrained free-form text.

type: :text

Unconstrained text format. Always text.

class Grammar { definition, syntax, type }

A grammar defined by the user.

definition: String

The grammar definition.

syntax: :lark | :regex

The syntax of the grammar definition. One of lark or regex.

One of the following:
:lark
:regex
type: :grammar

Grammar format. Always grammar.

class NamespaceTool { description, name, tools, type }

Groups function/custom tools under a shared namespace.

description: String

A description of the namespace shown to the model.

minLength1
name: String

The namespace name used in tool calls (for example, crm).

minLength1
tools: Array[{ name, type, defer_loading, 3 more} | CustomTool { name, type, defer_loading, 2 more } ]

The function/custom tools available inside this namespace.

One of the following:
class Function { name, type, defer_loading, 3 more }
name: String
maxLength128
minLength1
type: :function
defer_loading: bool

Whether this function should be deferred and discovered via tool search.

description: String
parameters: untyped
strict: bool
class CustomTool { name, type, defer_loading, 2 more }

A custom tool that processes input using a specified format. Learn more about custom tools

name: String

The name of the custom tool, used to identify it in tool calls.

type: :custom

The type of the custom tool. Always custom.

defer_loading: bool

Whether this tool should be deferred and discovered via tool search.

description: String

Optional description of the custom tool, used to provide more context.

The input format for the custom tool. Default is unconstrained text.

One of the following:
class Text { type }

Unconstrained free-form text.

type: :text

Unconstrained text format. Always text.

class Grammar { definition, syntax, type }

A grammar defined by the user.

definition: String

The grammar definition.

syntax: :lark | :regex

The syntax of the grammar definition. One of lark or regex.

One of the following:
:lark
:regex
type: :grammar

Grammar format. Always grammar.

type: :namespace

The type of the tool. Always namespace.

class ToolSearchTool { type, description, execution, parameters }

Hosted or BYOT tool search configuration for deferred tools.

type: :tool_search

The type of the tool. Always tool_search.

description: String

Description shown to the model for a client-executed tool search tool.

execution: :server | :client

Whether tool search is executed by the server or by the client.

One of the following:
:server
:client
parameters: untyped

Parameter schema for a client-executed tool search tool.

class WebSearchPreviewTool { type, search_content_types, search_context_size, user_location }

This tool searches the web for relevant results to use in a response. Learn more about the web search tool.

type: :web_search_preview | :web_search_preview_2025_03_11

The type of the web search tool. One of web_search_preview or web_search_preview_2025_03_11.

One of the following:
:web_search_preview
:web_search_preview_2025_03_11
search_content_types: Array[:text | :image]
One of the following:
:text
:image
search_context_size: :low | :medium | :high

High level guidance for the amount of context window space to use for the search. One of low, medium, or high. medium is the default.

One of the following:
:low
:medium
:high
user_location: { type, city, country, 2 more}

The user's location.

type: :approximate

The type of location approximation. Always approximate.

city: String

Free text input for the city of the user, e.g. San Francisco.

country: String

The two-letter ISO country code of the user, e.g. US.

region: String

Free text input for the region of the user, e.g. California.

timezone: String

The IANA timezone of the user, e.g. America/Los_Angeles.

class ApplyPatchTool { type }

Allows the assistant to create, delete, or update files using unified diffs.

type: :apply_patch

The type of the tool. Always apply_patch.

type: :tool_search_output

The type of the item. Always tool_search_output.

created_by: String

The identifier of the actor that created the item.

class ResponseCompactionItem { id, encrypted_content, type, created_by }

A compaction item generated by the v1/responses/compact API.

id: String

The unique ID of the compaction item.

encrypted_content: String

The encrypted content that was produced by compaction.

type: :compaction

The type of the item. Always compaction.

created_by: String

The identifier of the actor that created the item.

class ImageGenerationCall { id, result, status, type }

An image generation request made by the model.

id: String

The unique ID of the image generation call.

result: String

The generated image encoded in base64.

status: :in_progress | :completed | :generating | :failed

The status of the image generation call.

One of the following:
:in_progress
:completed
:generating
:failed
type: :image_generation_call

The type of the image generation call. Always image_generation_call.

class ResponseCodeInterpreterToolCall { id, code, container_id, 3 more }

A tool call to run code.

id: String

The unique ID of the code interpreter tool call.

code: String

The code to run, or null if not available.

container_id: String

The ID of the container used to run the code.

outputs: Array[{ logs, type} | { type, url}]

The outputs generated by the code interpreter, such as logs or images. Can be null if no outputs are available.

One of the following:
class Logs { logs, type }

The logs output from the code interpreter.

logs: String

The logs output from the code interpreter.

type: :logs

The type of the output. Always logs.

class Image { type, url }

The image output from the code interpreter.

type: :image

The type of the output. Always image.

url: String

The URL of the image output from the code interpreter.

status: :in_progress | :completed | :incomplete | 2 more

The status of the code interpreter tool call. Valid values are in_progress, completed, incomplete, interpreting, and failed.

One of the following:
:in_progress
:completed
:incomplete
:interpreting
:failed
type: :code_interpreter_call

The type of the code interpreter tool call. Always code_interpreter_call.

class LocalShellCall { id, action, call_id, 2 more }

A tool call to run a command on the local shell.

id: String

The unique ID of the local shell call.

action: { command, env, type, 3 more}

Execute a shell command on the server.

command: Array[String]

The command to run.

env: Hash[Symbol, String]

Environment variables to set for the command.

type: :exec

The type of the local shell action. Always exec.

timeout_ms: Integer

Optional timeout in milliseconds for the command.

user: String

Optional user to run the command as.

working_directory: String

Optional working directory to run the command in.

call_id: String

The unique ID of the local shell tool call generated by the model.

status: :in_progress | :completed | :incomplete

The status of the local shell call.

One of the following:
:in_progress
:completed
:incomplete
type: :local_shell_call

The type of the local shell call. Always local_shell_call.

class LocalShellCallOutput { id, output, type, status }

The output of a local shell tool call.

id: String

The unique ID of the local shell tool call generated by the model.

output: String

A JSON string of the output of the local shell tool call.

type: :local_shell_call_output

The type of the local shell tool call output. Always local_shell_call_output.

status: :in_progress | :completed | :incomplete

The status of the item. One of in_progress, completed, or incomplete.

One of the following:
:in_progress
:completed
:incomplete
class ResponseFunctionShellToolCall { id, action, call_id, 4 more }

A tool call that executes one or more shell commands in a managed environment.

id: String

The unique ID of the shell tool call. Populated when this item is returned via API.

action: { commands, max_output_length, timeout_ms}

The shell commands and limits that describe how to run the tool call.

commands: Array[String]
max_output_length: Integer

Optional maximum number of characters to return from each command.

timeout_ms: Integer

Optional timeout in milliseconds for the commands.

call_id: String

The unique ID of the shell tool call generated by the model.

environment: ResponseLocalEnvironment { type } | ResponseContainerReference { container_id, type }

Represents the use of a local environment to perform shell actions.

One of the following:
class ResponseLocalEnvironment { type }

Represents the use of a local environment to perform shell actions.

type: :local

The environment type. Always local.

class ResponseContainerReference { container_id, type }

Represents a container created with /v1/containers.

container_id: String
type: :container_reference

The environment type. Always container_reference.

status: :in_progress | :completed | :incomplete

The status of the shell call. One of in_progress, completed, or incomplete.

One of the following:
:in_progress
:completed
:incomplete
type: :shell_call

The type of the item. Always shell_call.

created_by: String

The ID of the entity that created this tool call.

class ResponseFunctionShellToolCallOutput { id, call_id, max_output_length, 4 more }

The output of a shell tool call that was emitted.

id: String

The unique ID of the shell call output. Populated when this item is returned via API.

call_id: String

The unique ID of the shell tool call generated by the model.

max_output_length: Integer

The maximum length of the shell command output. This is generated by the model and should be passed back with the raw output.

output: Array[{ outcome, stderr, stdout, created_by}]

An array of shell call output contents

outcome: { type} | { exit_code, type}

Represents either an exit outcome (with an exit code) or a timeout outcome for a shell call output chunk.

One of the following:
class Timeout { type }

Indicates that the shell call exceeded its configured time limit.

type: :timeout

The outcome type. Always timeout.

class Exit { exit_code, type }

Indicates that the shell commands finished and returned an exit code.

exit_code: Integer

Exit code from the shell process.

type: :exit

The outcome type. Always exit.

stderr: String

The standard error output that was captured.

stdout: String

The standard output that was captured.

created_by: String

The identifier of the actor that created the item.

status: :in_progress | :completed | :incomplete

The status of the shell call output. One of in_progress, completed, or incomplete.

One of the following:
:in_progress
:completed
:incomplete
type: :shell_call_output

The type of the shell call output. Always shell_call_output.

created_by: String

The identifier of the actor that created the item.

class ResponseApplyPatchToolCall { id, call_id, operation, 3 more }

A tool call that applies file diffs by creating, deleting, or updating files.

id: String

The unique ID of the apply patch tool call. Populated when this item is returned via API.

call_id: String

The unique ID of the apply patch tool call generated by the model.

operation: { diff, path, type} | { path, type} | { diff, path, type}

One of the create_file, delete_file, or update_file operations applied via apply_patch.

One of the following:
class CreateFile { diff, path, type }

Instruction describing how to create a file via the apply_patch tool.

diff: String

Diff to apply.

path: String

Path of the file to create.

type: :create_file

Create a new file with the provided diff.

class DeleteFile { path, type }

Instruction describing how to delete a file via the apply_patch tool.

path: String

Path of the file to delete.

type: :delete_file

Delete the specified file.

class UpdateFile { diff, path, type }

Instruction describing how to update a file via the apply_patch tool.

diff: String

Diff to apply.

path: String

Path of the file to update.

type: :update_file

Update an existing file with the provided diff.

status: :in_progress | :completed

The status of the apply patch tool call. One of in_progress or completed.

One of the following:
:in_progress
:completed
type: :apply_patch_call

The type of the item. Always apply_patch_call.

created_by: String

The ID of the entity that created this tool call.

class ResponseApplyPatchToolCallOutput { id, call_id, status, 3 more }

The output emitted by an apply patch tool call.

id: String

The unique ID of the apply patch tool call output. Populated when this item is returned via API.

call_id: String

The unique ID of the apply patch tool call generated by the model.

status: :completed | :failed

The status of the apply patch tool call output. One of completed or failed.

One of the following:
:completed
:failed
type: :apply_patch_call_output

The type of the item. Always apply_patch_call_output.

created_by: String

The ID of the entity that created this tool call output.

output: String

Optional textual output returned by the apply patch tool.

class McpCall { id, arguments, name, 6 more }

An invocation of a tool on an MCP server.

id: String

The unique ID of the tool call.

arguments: String

A JSON string of the arguments passed to the tool.

name: String

The name of the tool that was run.

server_label: String

The label of the MCP server running the tool.

type: :mcp_call

The type of the item. Always mcp_call.

approval_request_id: String

Unique identifier for the MCP tool call approval request. Include this value in a subsequent mcp_approval_response input to approve or reject the corresponding tool call.

error: String

The error from the tool call, if any.

output: String

The output from the tool call.

status: :in_progress | :completed | :incomplete | 2 more

The status of the tool call. One of in_progress, completed, incomplete, calling, or failed.

One of the following:
:in_progress
:completed
:incomplete
:calling
:failed
class McpListTools { id, server_label, tools, 2 more }

A list of tools available on an MCP server.

id: String

The unique ID of the list.

server_label: String

The label of the MCP server.

tools: Array[{ input_schema, name, annotations, description}]

The tools available on the server.

input_schema: untyped

The JSON schema describing the tool's input.

name: String

The name of the tool.

annotations: untyped

Additional annotations about the tool.

description: String

The description of the tool.

type: :mcp_list_tools

The type of the item. Always mcp_list_tools.

error: String

Error message if the server could not list tools.

class McpApprovalRequest { id, arguments, name, 2 more }

A request for human approval of a tool invocation.

id: String

The unique ID of the approval request.

arguments: String

A JSON string of arguments for the tool.

name: String

The name of the tool to run.

server_label: String

The label of the MCP server making the request.

type: :mcp_approval_request

The type of the item. Always mcp_approval_request.

class McpApprovalResponse { id, approval_request_id, approve, 2 more }

A response to an MCP approval request.

id: String

The unique ID of the approval response

approval_request_id: String

The ID of the approval request being answered.

approve: bool

Whether the request was approved.

type: :mcp_approval_response

The type of the item. Always mcp_approval_response.

reason: String

Optional reason for the decision.

class ResponseCustomToolCall { call_id, input, name, 3 more }

A call to a custom tool created by the model.

call_id: String

An identifier used to map this custom tool call to a tool call output.

input: String

The input for the custom tool call generated by the model.

name: String

The name of the custom tool being called.

type: :custom_tool_call

The type of the custom tool call. Always custom_tool_call.

id: String

The unique ID of the custom tool call in the OpenAI platform.

namespace: String

The namespace of the custom tool being called.

class ResponseCustomToolCallOutputItem { id, status, created_by }

The output of a custom tool call from your code, being sent back to the model.

id: String

The unique ID of the custom tool call output item.

status: :in_progress | :completed | :incomplete

The status of the item. One of in_progress, completed, or incomplete. Populated when items are returned via API.

One of the following:
:in_progress
:completed
:incomplete
created_by: String

The identifier of the actor that created the item.

usage: ResponseUsage { input_tokens, input_tokens_details, output_tokens, 2 more }

Token accounting for the compaction pass, including cached, reasoning, and total tokens.

input_tokens: Integer

The number of input tokens.

input_tokens_details: { cached_tokens}

A detailed breakdown of the input tokens.

cached_tokens: Integer

The number of tokens that were retrieved from the cache. More on prompt caching.

output_tokens: Integer

The number of output tokens.

output_tokens_details: { reasoning_tokens}

A detailed breakdown of the output tokens.

reasoning_tokens: Integer

The number of reasoning tokens.

total_tokens: Integer

The total number of tokens used.

Compact a response

require "openai"

openai = OpenAI::Client.new(api_key: "My API Key")

compacted_response = openai.responses.compact(model: :"gpt-5.4")

puts(compacted_response)
{
  "id": "resp_001",
  "object": "response.compaction",
  "created_at": 1764967971,
  "output": [
    {
      "id": "msg_000",
      "type": "message",
      "status": "completed",
      "content": [
        {
          "type": "input_text",
          "text": "Create a simple landing page for a dog petting cafe."
        }
      ],
      "role": "user"
    },
    {
      "id": "cmp_001",
      "type": "compaction",
      "encrypted_content": "gAAAAABpM0Yj-...="
    }
  ],
  "usage": {
    "input_tokens": 139,
    "input_tokens_details": {
      "cached_tokens": 0
    },
    "output_tokens": 438,
    "output_tokens_details": {
      "reasoning_tokens": 64
    },
    "total_tokens": 577
  }
}
Returns Examples
{
  "id": "resp_001",
  "object": "response.compaction",
  "created_at": 1764967971,
  "output": [
    {
      "id": "msg_000",
      "type": "message",
      "status": "completed",
      "content": [
        {
          "type": "input_text",
          "text": "Create a simple landing page for a dog petting cafe."
        }
      ],
      "role": "user"
    },
    {
      "id": "cmp_001",
      "type": "compaction",
      "encrypted_content": "gAAAAABpM0Yj-...="
    }
  ],
  "usage": {
    "input_tokens": 139,
    "input_tokens_details": {
      "cached_tokens": 0
    },
    "output_tokens": 438,
    "output_tokens_details": {
      "reasoning_tokens": 64
    },
    "total_tokens": 577
  }
}