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Shabana Baig 2025-12-03 01:04:18 +00:00 committed by GitHub
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111 changed files with 42357 additions and 161 deletions

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@ -4456,15 +4456,15 @@ components:
type: number
title: Logprob
top_logprobs:
items:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITopLogProb'
type: array
title: Top Logprobs
- type: 'null'
type: object
required:
- token
- logprob
- top_logprobs
title: OpenAITokenLogProb
description: |-
The log probability for a token from an OpenAI-compatible chat completion response.
@ -5552,15 +5552,22 @@ components:
OpenAIResponseOutputMessageContentOutputText:
properties:
text:
type: string
title: Text
type:
type: string
type:
const: output_text
title: Type
default: output_text
title: Type
type: string
annotations:
items:
discriminator:
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
propertyName: type
oneOf:
- $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
title: OpenAIResponseAnnotationFileCitation
@ -5570,20 +5577,20 @@ components:
title: OpenAIResponseAnnotationContainerFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
title: OpenAIResponseAnnotationFilePath
discriminator:
propertyName: type
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationFileCitation | ... (4 variants)
type: array
title: Annotations
type: object
type: array
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
nullable: true
required:
- text
title: OpenAIResponseOutputMessageContentOutputText
type: object
OpenAIResponseOutputMessageFileSearchToolCall:
properties:
id:
@ -7199,7 +7206,7 @@ components:
include:
anyOf:
- items:
type: string
$ref: '#/components/schemas/ResponseItemInclude'
type: array
- type: 'null'
max_infer_iters:
@ -7398,8 +7405,7 @@ components:
logprobs:
anyOf:
- items:
additionalProperties: true
type: object
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
nullable: true
@ -8161,6 +8167,13 @@ components:
item_id:
title: Item Id
type: string
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
nullable: true
output_index:
title: Output Index
type: integer
@ -11827,19 +11840,19 @@ components:
title: list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile]
- items:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
title: OpenAIResponseOutputMessageContentOutputText
- $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Input'
title: OpenAIResponseOutputMessageContentOutputText-Input
- $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
title: OpenAIResponseContentPartRefusal
discriminator:
propertyName: type
mapping:
output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Input'
refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
title: OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal
title: OpenAIResponseOutputMessageContentOutputText-Input | OpenAIResponseContentPartRefusal
type: array
title: list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
title: list[OpenAIResponseOutputMessageContentOutputText-Input | OpenAIResponseContentPartRefusal]
title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText-Input | OpenAIResponseContentPartRefusal]
role:
title: Role
type: string
@ -11896,19 +11909,19 @@ components:
title: list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile]
- items:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
title: OpenAIResponseOutputMessageContentOutputText
- $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Output'
title: OpenAIResponseOutputMessageContentOutputText-Output
- $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
title: OpenAIResponseContentPartRefusal
discriminator:
propertyName: type
mapping:
output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Output'
refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
title: OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal
title: OpenAIResponseOutputMessageContentOutputText-Output | OpenAIResponseContentPartRefusal
type: array
title: list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
title: list[OpenAIResponseOutputMessageContentOutputText-Output | OpenAIResponseContentPartRefusal]
title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText-Output | OpenAIResponseContentPartRefusal]
role:
title: Role
type: string
@ -11941,6 +11954,88 @@ components:
They are all under one type because the Responses API gives them all
the same "type" value, and there is no way to tell them apart in certain
scenarios.
OpenAIResponseOutputMessageContentOutputText-Input:
properties:
text:
type: string
title: Text
type:
type: string
const: output_text
title: Type
default: output_text
annotations:
items:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
title: OpenAIResponseAnnotationFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
title: OpenAIResponseAnnotationContainerFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
title: OpenAIResponseAnnotationFilePath
discriminator:
propertyName: type
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationFileCitation | ... (4 variants)
type: array
title: Annotations
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
type: object
required:
- text
title: OpenAIResponseOutputMessageContentOutputText
OpenAIResponseOutputMessageContentOutputText-Output:
properties:
text:
type: string
title: Text
type:
type: string
const: output_text
title: Type
default: output_text
annotations:
items:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
title: OpenAIResponseAnnotationFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
title: OpenAIResponseAnnotationContainerFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
title: OpenAIResponseAnnotationFilePath
discriminator:
propertyName: type
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationFileCitation | ... (4 variants)
type: array
title: Annotations
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
type: object
required:
- text
title: OpenAIResponseOutputMessageContentOutputText
OpenAIResponseOutputMessageFileSearchToolCallResults:
properties:
attributes:
@ -12100,6 +12195,18 @@ components:
required:
- reasoning_tokens
title: OutputTokensDetails
ResponseItemInclude:
type: string
enum:
- web_search_call.action.sources
- code_interpreter_call.outputs
- computer_call_output.output.image_url
- file_search_call.results
- message.input_image.image_url
- message.output_text.logprobs
- reasoning.encrypted_content
title: ResponseItemInclude
description: Specify additional output data to include in the model response.
SearchRankingOptions:
properties:
ranker:

View file

@ -1450,15 +1450,15 @@ components:
type: number
title: Logprob
top_logprobs:
items:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITopLogProb'
type: array
title: Top Logprobs
- type: 'null'
type: object
required:
- token
- logprob
- top_logprobs
title: OpenAITokenLogProb
description: |-
The log probability for a token from an OpenAI-compatible chat completion response.
@ -2546,15 +2546,22 @@ components:
OpenAIResponseOutputMessageContentOutputText:
properties:
text:
type: string
title: Text
type:
type: string
type:
const: output_text
title: Type
default: output_text
title: Type
type: string
annotations:
items:
discriminator:
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
propertyName: type
oneOf:
- $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
title: OpenAIResponseAnnotationFileCitation
@ -2564,20 +2571,20 @@ components:
title: OpenAIResponseAnnotationContainerFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
title: OpenAIResponseAnnotationFilePath
discriminator:
propertyName: type
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationFileCitation | ... (4 variants)
type: array
title: Annotations
type: object
type: array
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
nullable: true
required:
- text
title: OpenAIResponseOutputMessageContentOutputText
type: object
OpenAIResponseOutputMessageFileSearchToolCall:
properties:
id:
@ -4193,7 +4200,7 @@ components:
include:
anyOf:
- items:
type: string
$ref: '#/components/schemas/ResponseItemInclude'
type: array
- type: 'null'
max_infer_iters:
@ -4392,8 +4399,7 @@ components:
logprobs:
anyOf:
- items:
additionalProperties: true
type: object
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
nullable: true
@ -5155,6 +5161,13 @@ components:
item_id:
title: Item Id
type: string
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
nullable: true
output_index:
title: Output Index
type: integer
@ -8821,19 +8834,19 @@ components:
title: list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile]
- items:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
title: OpenAIResponseOutputMessageContentOutputText
- $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Input'
title: OpenAIResponseOutputMessageContentOutputText-Input
- $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
title: OpenAIResponseContentPartRefusal
discriminator:
propertyName: type
mapping:
output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Input'
refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
title: OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal
title: OpenAIResponseOutputMessageContentOutputText-Input | OpenAIResponseContentPartRefusal
type: array
title: list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
title: list[OpenAIResponseOutputMessageContentOutputText-Input | OpenAIResponseContentPartRefusal]
title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText-Input | OpenAIResponseContentPartRefusal]
role:
title: Role
type: string
@ -8890,19 +8903,19 @@ components:
title: list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile]
- items:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
title: OpenAIResponseOutputMessageContentOutputText
- $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Output'
title: OpenAIResponseOutputMessageContentOutputText-Output
- $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
title: OpenAIResponseContentPartRefusal
discriminator:
propertyName: type
mapping:
output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Output'
refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
title: OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal
title: OpenAIResponseOutputMessageContentOutputText-Output | OpenAIResponseContentPartRefusal
type: array
title: list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
title: list[OpenAIResponseOutputMessageContentOutputText-Output | OpenAIResponseContentPartRefusal]
title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText-Output | OpenAIResponseContentPartRefusal]
role:
title: Role
type: string
@ -8935,6 +8948,88 @@ components:
They are all under one type because the Responses API gives them all
the same "type" value, and there is no way to tell them apart in certain
scenarios.
OpenAIResponseOutputMessageContentOutputText-Input:
properties:
text:
type: string
title: Text
type:
type: string
const: output_text
title: Type
default: output_text
annotations:
items:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
title: OpenAIResponseAnnotationFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
title: OpenAIResponseAnnotationContainerFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
title: OpenAIResponseAnnotationFilePath
discriminator:
propertyName: type
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationFileCitation | ... (4 variants)
type: array
title: Annotations
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
type: object
required:
- text
title: OpenAIResponseOutputMessageContentOutputText
OpenAIResponseOutputMessageContentOutputText-Output:
properties:
text:
type: string
title: Text
type:
type: string
const: output_text
title: Type
default: output_text
annotations:
items:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
title: OpenAIResponseAnnotationFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
title: OpenAIResponseAnnotationContainerFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
title: OpenAIResponseAnnotationFilePath
discriminator:
propertyName: type
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationFileCitation | ... (4 variants)
type: array
title: Annotations
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
type: object
required:
- text
title: OpenAIResponseOutputMessageContentOutputText
OpenAIResponseOutputMessageFileSearchToolCallResults:
properties:
attributes:
@ -9094,6 +9189,18 @@ components:
required:
- reasoning_tokens
title: OutputTokensDetails
ResponseItemInclude:
type: string
enum:
- web_search_call.action.sources
- code_interpreter_call.outputs
- computer_call_output.output.image_url
- file_search_call.results
- message.input_image.image_url
- message.output_text.logprobs
- reasoning.encrypted_content
title: ResponseItemInclude
description: Specify additional output data to include in the model response.
SearchRankingOptions:
properties:
ranker:

View file

@ -1158,15 +1158,15 @@ components:
type: number
title: Logprob
top_logprobs:
items:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITopLogProb'
type: array
title: Top Logprobs
- type: 'null'
type: object
required:
- token
- logprob
- top_logprobs
title: OpenAITokenLogProb
description: |-
The log probability for a token from an OpenAI-compatible chat completion response.
@ -2254,15 +2254,22 @@ components:
OpenAIResponseOutputMessageContentOutputText:
properties:
text:
type: string
title: Text
type:
type: string
type:
const: output_text
title: Type
default: output_text
title: Type
type: string
annotations:
items:
discriminator:
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
propertyName: type
oneOf:
- $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
title: OpenAIResponseAnnotationFileCitation
@ -2272,20 +2279,20 @@ components:
title: OpenAIResponseAnnotationContainerFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
title: OpenAIResponseAnnotationFilePath
discriminator:
propertyName: type
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationFileCitation | ... (4 variants)
type: array
title: Annotations
type: object
type: array
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
nullable: true
required:
- text
title: OpenAIResponseOutputMessageContentOutputText
type: object
OpenAIResponseOutputMessageFileSearchToolCall:
properties:
id:
@ -3792,8 +3799,7 @@ components:
logprobs:
anyOf:
- items:
additionalProperties: true
type: object
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
nullable: true
@ -4555,6 +4561,13 @@ components:
item_id:
title: Item Id
type: string
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
nullable: true
output_index:
title: Output Index
type: integer
@ -7656,19 +7669,19 @@ components:
title: list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile]
- items:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
title: OpenAIResponseOutputMessageContentOutputText
- $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Output'
title: OpenAIResponseOutputMessageContentOutputText-Output
- $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
title: OpenAIResponseContentPartRefusal
discriminator:
propertyName: type
mapping:
output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Output'
refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
title: OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal
title: OpenAIResponseOutputMessageContentOutputText-Output | OpenAIResponseContentPartRefusal
type: array
title: list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
title: list[OpenAIResponseOutputMessageContentOutputText-Output | OpenAIResponseContentPartRefusal]
title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText-Output | OpenAIResponseContentPartRefusal]
role:
title: Role
type: string
@ -7701,6 +7714,47 @@ components:
They are all under one type because the Responses API gives them all
the same "type" value, and there is no way to tell them apart in certain
scenarios.
OpenAIResponseOutputMessageContentOutputText-Output:
properties:
text:
type: string
title: Text
type:
type: string
const: output_text
title: Type
default: output_text
annotations:
items:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
title: OpenAIResponseAnnotationFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
title: OpenAIResponseAnnotationContainerFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
title: OpenAIResponseAnnotationFilePath
discriminator:
propertyName: type
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationFileCitation | ... (4 variants)
type: array
title: Annotations
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
type: object
required:
- text
title: OpenAIResponseOutputMessageContentOutputText
OpenAIResponseOutputMessageFileSearchToolCallResults:
properties:
attributes:

View file

@ -3261,15 +3261,15 @@ components:
type: number
title: Logprob
top_logprobs:
items:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITopLogProb'
type: array
title: Top Logprobs
- type: 'null'
type: object
required:
- token
- logprob
- top_logprobs
title: OpenAITokenLogProb
description: |-
The log probability for a token from an OpenAI-compatible chat completion response.
@ -4357,15 +4357,22 @@ components:
OpenAIResponseOutputMessageContentOutputText:
properties:
text:
type: string
title: Text
type:
type: string
type:
const: output_text
title: Type
default: output_text
title: Type
type: string
annotations:
items:
discriminator:
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
propertyName: type
oneOf:
- $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
title: OpenAIResponseAnnotationFileCitation
@ -4375,20 +4382,20 @@ components:
title: OpenAIResponseAnnotationContainerFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
title: OpenAIResponseAnnotationFilePath
discriminator:
propertyName: type
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationFileCitation | ... (4 variants)
type: array
title: Annotations
type: object
type: array
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
nullable: true
required:
- text
title: OpenAIResponseOutputMessageContentOutputText
type: object
OpenAIResponseOutputMessageFileSearchToolCall:
properties:
id:
@ -6004,7 +6011,7 @@ components:
include:
anyOf:
- items:
type: string
$ref: '#/components/schemas/ResponseItemInclude'
type: array
- type: 'null'
max_infer_iters:
@ -6203,8 +6210,7 @@ components:
logprobs:
anyOf:
- items:
additionalProperties: true
type: object
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
nullable: true
@ -6966,6 +6972,13 @@ components:
item_id:
title: Item Id
type: string
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
nullable: true
output_index:
title: Output Index
type: integer
@ -10263,19 +10276,19 @@ components:
title: list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile]
- items:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
title: OpenAIResponseOutputMessageContentOutputText
- $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Input'
title: OpenAIResponseOutputMessageContentOutputText-Input
- $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
title: OpenAIResponseContentPartRefusal
discriminator:
propertyName: type
mapping:
output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Input'
refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
title: OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal
title: OpenAIResponseOutputMessageContentOutputText-Input | OpenAIResponseContentPartRefusal
type: array
title: list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
title: list[OpenAIResponseOutputMessageContentOutputText-Input | OpenAIResponseContentPartRefusal]
title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText-Input | OpenAIResponseContentPartRefusal]
role:
title: Role
type: string
@ -10332,19 +10345,19 @@ components:
title: list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile]
- items:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
title: OpenAIResponseOutputMessageContentOutputText
- $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Output'
title: OpenAIResponseOutputMessageContentOutputText-Output
- $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
title: OpenAIResponseContentPartRefusal
discriminator:
propertyName: type
mapping:
output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Output'
refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
title: OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal
title: OpenAIResponseOutputMessageContentOutputText-Output | OpenAIResponseContentPartRefusal
type: array
title: list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
title: list[OpenAIResponseOutputMessageContentOutputText-Output | OpenAIResponseContentPartRefusal]
title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText-Output | OpenAIResponseContentPartRefusal]
role:
title: Role
type: string
@ -10377,6 +10390,88 @@ components:
They are all under one type because the Responses API gives them all
the same "type" value, and there is no way to tell them apart in certain
scenarios.
OpenAIResponseOutputMessageContentOutputText-Input:
properties:
text:
type: string
title: Text
type:
type: string
const: output_text
title: Type
default: output_text
annotations:
items:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
title: OpenAIResponseAnnotationFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
title: OpenAIResponseAnnotationContainerFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
title: OpenAIResponseAnnotationFilePath
discriminator:
propertyName: type
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationFileCitation | ... (4 variants)
type: array
title: Annotations
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
type: object
required:
- text
title: OpenAIResponseOutputMessageContentOutputText
OpenAIResponseOutputMessageContentOutputText-Output:
properties:
text:
type: string
title: Text
type:
type: string
const: output_text
title: Type
default: output_text
annotations:
items:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
title: OpenAIResponseAnnotationFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
title: OpenAIResponseAnnotationContainerFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
title: OpenAIResponseAnnotationFilePath
discriminator:
propertyName: type
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationFileCitation | ... (4 variants)
type: array
title: Annotations
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
type: object
required:
- text
title: OpenAIResponseOutputMessageContentOutputText
OpenAIResponseOutputMessageFileSearchToolCallResults:
properties:
attributes:
@ -10536,6 +10631,18 @@ components:
required:
- reasoning_tokens
title: OutputTokensDetails
ResponseItemInclude:
type: string
enum:
- web_search_call.action.sources
- code_interpreter_call.outputs
- computer_call_output.output.image_url
- file_search_call.results
- message.input_image.image_url
- message.output_text.logprobs
- reasoning.encrypted_content
title: ResponseItemInclude
description: Specify additional output data to include in the model response.
SearchRankingOptions:
properties:
ranker:

View file

@ -4456,15 +4456,15 @@ components:
type: number
title: Logprob
top_logprobs:
items:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITopLogProb'
type: array
title: Top Logprobs
- type: 'null'
type: object
required:
- token
- logprob
- top_logprobs
title: OpenAITokenLogProb
description: |-
The log probability for a token from an OpenAI-compatible chat completion response.
@ -5552,15 +5552,22 @@ components:
OpenAIResponseOutputMessageContentOutputText:
properties:
text:
type: string
title: Text
type:
type: string
type:
const: output_text
title: Type
default: output_text
title: Type
type: string
annotations:
items:
discriminator:
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
propertyName: type
oneOf:
- $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
title: OpenAIResponseAnnotationFileCitation
@ -5570,20 +5577,20 @@ components:
title: OpenAIResponseAnnotationContainerFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
title: OpenAIResponseAnnotationFilePath
discriminator:
propertyName: type
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationFileCitation | ... (4 variants)
type: array
title: Annotations
type: object
type: array
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
nullable: true
required:
- text
title: OpenAIResponseOutputMessageContentOutputText
type: object
OpenAIResponseOutputMessageFileSearchToolCall:
properties:
id:
@ -7199,7 +7206,7 @@ components:
include:
anyOf:
- items:
type: string
$ref: '#/components/schemas/ResponseItemInclude'
type: array
- type: 'null'
max_infer_iters:
@ -7398,8 +7405,7 @@ components:
logprobs:
anyOf:
- items:
additionalProperties: true
type: object
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
nullable: true
@ -8161,6 +8167,13 @@ components:
item_id:
title: Item Id
type: string
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
nullable: true
output_index:
title: Output Index
type: integer
@ -11827,19 +11840,19 @@ components:
title: list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile]
- items:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
title: OpenAIResponseOutputMessageContentOutputText
- $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Input'
title: OpenAIResponseOutputMessageContentOutputText-Input
- $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
title: OpenAIResponseContentPartRefusal
discriminator:
propertyName: type
mapping:
output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Input'
refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
title: OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal
title: OpenAIResponseOutputMessageContentOutputText-Input | OpenAIResponseContentPartRefusal
type: array
title: list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
title: list[OpenAIResponseOutputMessageContentOutputText-Input | OpenAIResponseContentPartRefusal]
title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText-Input | OpenAIResponseContentPartRefusal]
role:
title: Role
type: string
@ -11896,19 +11909,19 @@ components:
title: list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile]
- items:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
title: OpenAIResponseOutputMessageContentOutputText
- $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Output'
title: OpenAIResponseOutputMessageContentOutputText-Output
- $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
title: OpenAIResponseContentPartRefusal
discriminator:
propertyName: type
mapping:
output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText-Output'
refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
title: OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal
title: OpenAIResponseOutputMessageContentOutputText-Output | OpenAIResponseContentPartRefusal
type: array
title: list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText | OpenAIResponseContentPartRefusal]
title: list[OpenAIResponseOutputMessageContentOutputText-Output | OpenAIResponseContentPartRefusal]
title: string | list[OpenAIResponseInputMessageContentText | OpenAIResponseInputMessageContentImage | OpenAIResponseInputMessageContentFile] | list[OpenAIResponseOutputMessageContentOutputText-Output | OpenAIResponseContentPartRefusal]
role:
title: Role
type: string
@ -11941,6 +11954,88 @@ components:
They are all under one type because the Responses API gives them all
the same "type" value, and there is no way to tell them apart in certain
scenarios.
OpenAIResponseOutputMessageContentOutputText-Input:
properties:
text:
type: string
title: Text
type:
type: string
const: output_text
title: Type
default: output_text
annotations:
items:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
title: OpenAIResponseAnnotationFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
title: OpenAIResponseAnnotationContainerFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
title: OpenAIResponseAnnotationFilePath
discriminator:
propertyName: type
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationFileCitation | ... (4 variants)
type: array
title: Annotations
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
type: object
required:
- text
title: OpenAIResponseOutputMessageContentOutputText
OpenAIResponseOutputMessageContentOutputText-Output:
properties:
text:
type: string
title: Text
type:
type: string
const: output_text
title: Type
default: output_text
annotations:
items:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
title: OpenAIResponseAnnotationFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
title: OpenAIResponseAnnotationContainerFileCitation
- $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
title: OpenAIResponseAnnotationFilePath
discriminator:
propertyName: type
mapping:
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
title: OpenAIResponseAnnotationFileCitation | ... (4 variants)
type: array
title: Annotations
logprobs:
anyOf:
- items:
$ref: '#/components/schemas/OpenAITokenLogProb'
type: array
- type: 'null'
type: object
required:
- text
title: OpenAIResponseOutputMessageContentOutputText
OpenAIResponseOutputMessageFileSearchToolCallResults:
properties:
attributes:
@ -12100,6 +12195,18 @@ components:
required:
- reasoning_tokens
title: OutputTokensDetails
ResponseItemInclude:
type: string
enum:
- web_search_call.action.sources
- code_interpreter_call.outputs
- computer_call_output.output.image_url
- file_search_call.results
- message.input_image.image_url
- message.output_text.logprobs
- reasoning.encrypted_content
title: ResponseItemInclude
description: Specify additional output data to include in the model response.
SearchRankingOptions:
properties:
ranker:

View file

@ -40,6 +40,8 @@ from llama_stack_api import (
OpenAIEmbeddingsRequestWithExtraBody,
OpenAIEmbeddingsResponse,
OpenAIMessageParam,
OpenAITokenLogProb,
OpenAITopLogProb,
Order,
RerankResponse,
RoutingTable,
@ -313,8 +315,34 @@ class InferenceRouter(Inference):
)
if choice_delta.finish_reason:
current_choice_data["finish_reason"] = choice_delta.finish_reason
# Convert logprobs from chat completion format to responses format
# Chat completion returns list of ChatCompletionTokenLogprob, but
# expecting list of OpenAITokenLogProb in OpenAIChoice
if choice_delta.logprobs and choice_delta.logprobs.content:
current_choice_data["logprobs_content_parts"].extend(choice_delta.logprobs.content)
converted_logprobs = []
for token_logprob in choice_delta.logprobs.content:
top_logprobs = None
if token_logprob.top_logprobs:
top_logprobs = [
OpenAITopLogProb(
token=tlp.token,
bytes=tlp.bytes,
logprob=tlp.logprob,
)
for tlp in token_logprob.top_logprobs
]
converted_logprobs.append(
OpenAITokenLogProb(
token=token_logprob.token,
bytes=token_logprob.bytes,
logprob=token_logprob.logprob,
top_logprobs=top_logprobs,
)
)
# Update choice delta with the newly formatted logprobs object
choice_delta.logprobs.content = converted_logprobs
current_choice_data["logprobs_content_parts"].extend(converted_logprobs)
# Compute metrics on final chunk
if chunk.choices and chunk.choices[0].finish_reason:

View file

@ -43,6 +43,7 @@ from llama_stack_api import (
Order,
Prompts,
ResponseGuardrailSpec,
ResponseItemInclude,
Safety,
ToolGroups,
ToolRuntime,
@ -265,7 +266,7 @@ class OpenAIResponsesImpl:
response_id: str,
after: str | None = None,
before: str | None = None,
include: list[str] | None = None,
include: list[ResponseItemInclude] | None = None,
limit: int | None = 20,
order: Order | None = Order.desc,
) -> ListOpenAIResponseInputItem:
@ -331,7 +332,7 @@ class OpenAIResponsesImpl:
temperature: float | None = None,
text: OpenAIResponseText | None = None,
tools: list[OpenAIResponseInputTool] | None = None,
include: list[str] | None = None,
include: list[ResponseItemInclude] | None = None,
max_infer_iters: int | None = 10,
guardrails: list[str | ResponseGuardrailSpec] | None = None,
parallel_tool_calls: bool | None = None,
@ -392,6 +393,7 @@ class OpenAIResponsesImpl:
parallel_tool_calls=parallel_tool_calls,
max_tool_calls=max_tool_calls,
metadata=metadata,
include=include,
)
if stream:
@ -445,6 +447,7 @@ class OpenAIResponsesImpl:
parallel_tool_calls: bool | None = True,
max_tool_calls: int | None = None,
metadata: dict[str, str] | None = None,
include: list[ResponseItemInclude] | None = None,
) -> AsyncIterator[OpenAIResponseObjectStream]:
# These should never be None when called from create_openai_response (which sets defaults)
# but we assert here to help mypy understand the types
@ -494,6 +497,7 @@ class OpenAIResponsesImpl:
instructions=instructions,
max_tool_calls=max_tool_calls,
metadata=metadata,
include=include,
)
# Stream the response

View file

@ -24,6 +24,7 @@ from llama_stack_api import (
OpenAIChatCompletionRequestWithExtraBody,
OpenAIChatCompletionToolCall,
OpenAIChoice,
OpenAIChoiceLogprobs,
OpenAIMessageParam,
OpenAIResponseContentPartOutputText,
OpenAIResponseContentPartReasoningText,
@ -68,6 +69,7 @@ from llama_stack_api import (
OpenAIResponseUsageInputTokensDetails,
OpenAIResponseUsageOutputTokensDetails,
OpenAIToolMessageParam,
ResponseItemInclude,
Safety,
WebSearchToolTypes,
)
@ -121,6 +123,7 @@ class StreamingResponseOrchestrator:
parallel_tool_calls: bool | None = None,
max_tool_calls: int | None = None,
metadata: dict[str, str] | None = None,
include: list[ResponseItemInclude] | None = None,
):
self.inference_api = inference_api
self.ctx = ctx
@ -139,6 +142,7 @@ class StreamingResponseOrchestrator:
# Max number of total calls to built-in tools that can be processed in a response
self.max_tool_calls = max_tool_calls
self.metadata = metadata
self.include = include
self.sequence_number = 0
# Store MCP tool mapping that gets built during tool processing
self.mcp_tool_to_server: dict[str, OpenAIResponseInputToolMCP] = (
@ -245,6 +249,10 @@ class StreamingResponseOrchestrator:
)
logger.debug(f"calling openai_chat_completion with tools: {self.ctx.chat_tools}")
logprobs = (
True if self.include and ResponseItemInclude.message_output_text_logprobs in self.include else False
)
params = OpenAIChatCompletionRequestWithExtraBody(
model=self.ctx.model,
messages=messages,
@ -256,6 +264,7 @@ class StreamingResponseOrchestrator:
stream_options={
"include_usage": True,
},
logprobs=logprobs,
)
completion_result = await self.inference_api.openai_chat_completion(params)
@ -577,6 +586,7 @@ class StreamingResponseOrchestrator:
chunk_created = 0
chunk_model = ""
chunk_finish_reason = ""
chat_response_logprobs = []
# Create a placeholder message item for delta events
message_item_id = f"msg_{uuid.uuid4()}"
@ -606,6 +616,12 @@ class StreamingResponseOrchestrator:
chunk_events: list[OpenAIResponseObjectStream] = []
for chunk_choice in chunk.choices:
# Collect logprobs if present
chunk_logprobs = None
if chunk_choice.logprobs and chunk_choice.logprobs.content:
chunk_logprobs = chunk_choice.logprobs.content
chat_response_logprobs.extend(chunk_logprobs)
# Emit incremental text content as delta events
if chunk_choice.delta.content:
# Emit output_item.added for the message on first content
@ -645,6 +661,7 @@ class StreamingResponseOrchestrator:
content_index=content_index,
delta=chunk_choice.delta.content,
item_id=message_item_id,
logprobs=chunk_logprobs,
output_index=message_output_index,
sequence_number=self.sequence_number,
)
@ -848,6 +865,7 @@ class StreamingResponseOrchestrator:
OpenAIResponseOutputMessageContentOutputText(
text=final_text,
annotations=[],
logprobs=chat_response_logprobs if chat_response_logprobs else None,
)
)
@ -875,6 +893,7 @@ class StreamingResponseOrchestrator:
message_item_id=message_item_id,
tool_call_item_ids=tool_call_item_ids,
content_part_emitted=content_part_emitted,
logprobs=OpenAIChoiceLogprobs(content=chat_response_logprobs) if chat_response_logprobs else None,
)
def _build_chat_completion(self, result: ChatCompletionResult) -> OpenAIChatCompletion:
@ -896,6 +915,7 @@ class StreamingResponseOrchestrator:
message=assistant_message,
finish_reason=result.finish_reason,
index=0,
logprobs=result.logprobs,
)
],
created=result.created,

View file

@ -28,6 +28,7 @@ from llama_stack_api import (
OpenAIResponseOutputMessageMCPListTools,
OpenAIResponseTool,
OpenAIResponseToolMCP,
OpenAITokenLogProb,
)
@ -54,6 +55,7 @@ class ChatCompletionResult:
message_item_id: str # For streaming events
tool_call_item_ids: dict[int, str] # For streaming events
content_part_emitted: bool # Tracking state
logprobs: list[OpenAITokenLogProb] | None = None
@property
def content_text(self) -> str:

View file

@ -115,10 +115,17 @@ async def convert_chat_choice_to_response_message(
)
annotations, clean_text = _extract_citations_from_text(output_content, citation_files or {})
logprobs = choice.logprobs.content if choice.logprobs and choice.logprobs.content else None
return OpenAIResponseMessage(
id=message_id or f"msg_{uuid.uuid4()}",
content=[OpenAIResponseOutputMessageContentOutputText(text=clean_text, annotations=list(annotations))],
content=[
OpenAIResponseOutputMessageContentOutputText(
text=clean_text,
annotations=list(annotations),
logprobs=logprobs,
)
],
status="completed",
role="assistant",
)

View file

@ -25,7 +25,7 @@ __version__ = "0.4.0.dev0"
from . import common # noqa: F401
# Import all public API symbols
from .agents import Agents, ResponseGuardrail, ResponseGuardrailSpec
from .agents import Agents, ResponseGuardrail, ResponseGuardrailSpec, ResponseItemInclude
from .batches import Batches, BatchObject, ListBatchesResponse
from .benchmarks import (
Benchmark,
@ -764,6 +764,7 @@ __all__ = [
"ResponseFormatType",
"ResponseGuardrail",
"ResponseGuardrailSpec",
"ResponseItemInclude",
"RouteInfo",
"RoutingTable",
"RowsDataSource",

View file

@ -5,6 +5,7 @@
# the root directory of this source tree.
from collections.abc import AsyncIterator
from enum import StrEnum
from typing import Annotated, Protocol, runtime_checkable
from pydantic import BaseModel
@ -40,6 +41,20 @@ class ResponseGuardrailSpec(BaseModel):
ResponseGuardrail = str | ResponseGuardrailSpec
class ResponseItemInclude(StrEnum):
"""
Specify additional output data to include in the model response.
"""
web_search_call_action_sources = "web_search_call.action.sources"
code_interpreter_call_outputs = "code_interpreter_call.outputs"
computer_call_output_output_image_url = "computer_call_output.output.image_url"
file_search_call_results = "file_search_call.results"
message_input_image_image_url = "message.input_image.image_url"
message_output_text_logprobs = "message.output_text.logprobs"
reasoning_encrypted_content = "reasoning.encrypted_content"
@runtime_checkable
class Agents(Protocol):
"""Agents
@ -80,7 +95,7 @@ class Agents(Protocol):
temperature: float | None = None,
text: OpenAIResponseText | None = None,
tools: list[OpenAIResponseInputTool] | None = None,
include: list[str] | None = None,
include: list[ResponseItemInclude] | None = None,
max_infer_iters: int | None = 10, # this is an extension to the OpenAI API
guardrails: Annotated[
list[ResponseGuardrail] | None,

View file

@ -582,7 +582,7 @@ class OpenAITokenLogProb(BaseModel):
token: str
bytes: list[int] | None = None
logprob: float
top_logprobs: list[OpenAITopLogProb]
top_logprobs: list[OpenAITopLogProb] | None = None
@json_schema_type

View file

@ -10,6 +10,7 @@ from typing import Annotated, Any, Literal
from pydantic import BaseModel, Field, model_validator
from typing_extensions import TypedDict
from llama_stack_api.inference import OpenAITokenLogProb
from llama_stack_api.schema_utils import json_schema_type, register_schema
from llama_stack_api.vector_io import SearchRankingOptions as FileSearchRankingOptions
@ -173,6 +174,7 @@ class OpenAIResponseOutputMessageContentOutputText(BaseModel):
text: str
type: Literal["output_text"] = "output_text"
annotations: list[OpenAIResponseAnnotations] = Field(default_factory=list)
logprobs: list[OpenAITokenLogProb] | None = None
@json_schema_type
@ -746,6 +748,7 @@ class OpenAIResponseObjectStreamResponseOutputTextDelta(BaseModel):
:param content_index: Index position within the text content
:param delta: Incremental text content being added
:param item_id: Unique identifier of the output item being updated
:param logprobs: (Optional) Token log probability details
:param output_index: Index position of the item in the output list
:param sequence_number: Sequential number for ordering streaming events
:param type: Event type identifier, always "response.output_text.delta"
@ -754,6 +757,7 @@ class OpenAIResponseObjectStreamResponseOutputTextDelta(BaseModel):
content_index: int
delta: str
item_id: str
logprobs: list[OpenAITokenLogProb] | None = None
output_index: int
sequence_number: int
type: Literal["response.output_text.delta"] = "response.output_text.delta"
@ -944,7 +948,7 @@ class OpenAIResponseContentPartOutputText(BaseModel):
type: Literal["output_text"] = "output_text"
text: str
annotations: list[OpenAIResponseAnnotations] = Field(default_factory=list)
logprobs: list[dict[str, Any]] | None = None
logprobs: list[OpenAITokenLogProb] | None = None
@json_schema_type

View file

@ -0,0 +1,59 @@
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View file

@ -0,0 +1,59 @@
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View file

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View file

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