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oai-api-spec-2024-02-01.yaml
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openapi: 3.0.1
info:
title: Azure OpenAI API
description: 'Azure OpenAI APIs for completions, images, transcription and search'
version: '1.0'
servers:
- url: https://apim-prod-mcaps-gateway.az.mobivisions.com/ai-hub-gw-2
paths:
'/deployments/{deployment-id}/completions':
post:
summary: 'Creates a completion for the provided prompt, parameters and chosen model.'
description: 'Creates a completion for the provided prompt, parameters and chosen model.'
operationId: Completions_Create
parameters:
- name: deployment-id
in: path
required: true
schema:
type: string
description: Deployment id of the model which was deployed.
example: davinci
- name: api-version
in: query
required: true
schema:
type: string
description: api version
example: '2024-02-01T00:00:00Z'
requestBody:
content:
application/json:
schema:
type: object
properties:
prompt:
oneOf:
- type: string
default: ''
nullable: true
example: This is a test.
- type: array
items:
type: string
default: ''
example: This is a test.
description: Array size minimum of 1 and maximum of 2048
description: "The prompt(s) to generate completions for, encoded as a string or array of strings.\nNote that <|endoftext|> is the document separator that the model sees during training, so if a prompt is not specified the model will generate as if from the beginning of a new document. Maximum allowed size of string list is 2048."
max_tokens:
type: integer
description: 'The token count of your prompt plus max_tokens cannot exceed the model''s context length. Most models have a context length of 2048 tokens (except for the newest models, which support 4096). Has minimum of 0.'
default: 16
nullable: true
example: 16
temperature:
type: number
description: "What sampling temperature to use. Higher values means the model will take more risks. Try 0.9 for more creative applications, and 0 (argmax sampling) for ones with a well-defined answer.\nWe generally recommend altering this or top_p but not both."
default: 1
nullable: true
example: 1
top_p:
type: number
description: "An alternative to sampling with temperature, called nucleus sampling, where the model considers the results of the tokens with top_p probability mass. So 0.1 means only the tokens comprising the top 10% probability mass are considered.\nWe generally recommend altering this or temperature but not both."
default: 1
nullable: true
example: 1
logit_bias:
type: object
description: 'Defaults to null. Modify the likelihood of specified tokens appearing in the completion. Accepts a json object that maps tokens (specified by their token ID in the GPT tokenizer) to an associated bias value from -100 to 100. You can use this tokenizer tool (which works for both GPT-2 and GPT-3) to convert text to token IDs. Mathematically, the bias is added to the logits generated by the model prior to sampling. The exact effect will vary per model, but values between -1 and 1 should decrease or increase likelihood of selection; values like -100 or 100 should result in a ban or exclusive selection of the relevant token. As an example, you can pass {"50256" : -100} to prevent the <|endoftext|> token from being generated.'
user:
type: string
description: 'A unique identifier representing your end-user, which can help monitoring and detecting abuse'
n:
type: integer
description: "How many completions to generate for each prompt. Minimum of 1 and maximum of 128 allowed.\nNote: Because this parameter generates many completions, it can quickly consume your token quota. Use carefully and ensure that you have reasonable settings for max_tokens and stop."
default: 1
nullable: true
example: 1
stream:
type: boolean
description: 'Whether to stream back partial progress. If set, tokens will be sent as data-only server-sent events as they become available, with the stream terminated by a data: [DONE] message.'
default: false
nullable: true
logprobs:
type: integer
description: "Include the log probabilities on the logprobs most likely tokens, as well the chosen tokens. For example, if logprobs is 5, the API will return a list of the 5 most likely tokens. The API will always return the logprob of the sampled token, so there may be up to logprobs+1 elements in the response.\nMinimum of 0 and maximum of 5 allowed."
default:
nullable: true
suffix:
type: string
description: The suffix that comes after a completion of inserted text.
nullable: true
echo:
type: boolean
description: Echo back the prompt in addition to the completion
default: false
nullable: true
stop:
oneOf:
- type: string
default: <|endoftext|>
nullable: true
example: ''
- type: array
items:
type: string
example: ''
description: Array minimum size of 1 and maximum of 4
description: Up to 4 sequences where the API will stop generating further tokens. The returned text will not contain the stop sequence.
completion_config:
type: string
nullable: true
presence_penalty:
type: number
description: 'Number between -2.0 and 2.0. Positive values penalize new tokens based on whether they appear in the text so far, increasing the model''s likelihood to talk about new topics.'
default: 0
frequency_penalty:
type: number
description: 'Number between -2.0 and 2.0. Positive values penalize new tokens based on their existing frequency in the text so far, decreasing the model''s likelihood to repeat the same line verbatim.'
default: 0
best_of:
type: integer
description: "Generates best_of completions server-side and returns the \"best\" (the one with the highest log probability per token). Results cannot be streamed.\nWhen used with n, best_of controls the number of candidate completions and n specifies how many to return - best_of must be greater than n.\nNote: Because this parameter generates many completions, it can quickly consume your token quota. Use carefully and ensure that you have reasonable settings for max_tokens and stop. Has maximum value of 128."
example:
prompt: "Negate the following sentence.The price for bubblegum increased on thursday.\n Negated Sentence:"
max_tokens: 50
responses:
'200':
description: OK
headers:
apim-request-id:
description: Request ID for troubleshooting purposes
schema:
type: string
content:
application/json:
schema:
required:
- id
- object
- created
- model
- choices
type: object
properties:
id:
type: string
object:
type: string
created:
type: integer
model:
type: string
prompt_filter_results:
$ref: '#/components/schemas/promptFilterResults'
choices:
type: array
items:
type: object
properties:
text:
type: string
index:
type: integer
logprobs:
type: object
properties:
tokens:
type: array
items:
type: string
token_logprobs:
type: array
items:
type: number
top_logprobs:
type: array
items:
type: object
additionalProperties:
type: number
text_offset:
type: array
items:
type: integer
nullable: true
finish_reason:
type: string
content_filter_results:
$ref: '#/components/schemas/contentFilterChoiceResults'
usage:
required:
- prompt_tokens
- total_tokens
- completion_tokens
type: object
properties:
completion_tokens:
type: number
format: int32
prompt_tokens:
type: number
format: int32
total_tokens:
type: number
format: int32
example:
model: davinci
object: text_completion
id: cmpl-4509KAos68kxOqpE2uYGw81j6m7uo
created: 1637097562
choices:
- index: 0
text: The price for bubblegum decreased on thursday.
logprobs:
finish_reason: stop
'400':
description: Service unavailable
headers:
apim-request-id:
description: Request ID for troubleshooting purposes
schema:
type: string
content:
application/json:
schema:
$ref: '#/components/schemas/errorResponse'
example:
error:
param: string
type: string
inner_error:
code: ResponsibleAIPolicyViolation
content_filter_results:
sexual:
filtered: true
severity: safe
violence:
filtered: true
severity: safe
hate:
filtered: true
severity: safe
self_harm:
filtered: true
severity: safe
profanity:
filtered: true
detected: true
error:
code: string
message: string
jailbreak:
filtered: true
detected: true
code: string
message: string
'500':
description: Service unavailable
headers:
apim-request-id:
description: Request ID for troubleshooting purposes
schema:
type: string
content:
application/json:
schema:
$ref: '#/components/schemas/errorResponse'
example:
error:
param: string
type: string
inner_error:
code: ResponsibleAIPolicyViolation
content_filter_results:
sexual:
filtered: true
severity: safe
violence:
filtered: true
severity: safe
hate:
filtered: true
severity: safe
self_harm:
filtered: true
severity: safe
profanity:
filtered: true
detected: true
error:
code: string
message: string
jailbreak:
filtered: true
detected: true
code: string
message: string
'/deployments/{deployment-id}/embeddings':
post:
summary: Get a vector representation of a given input that can be easily consumed by machine learning models and algorithms.
description: Get a vector representation of a given input that can be easily consumed by machine learning models and algorithms.
operationId: embeddings_create
parameters:
- name: deployment-id
in: path
description: The deployment id of the model which was deployed.
required: true
schema:
enum:
- embedding
type: string
example: ada-search-index-v1
- name: api-version
in: query
description: Azure OpenAI API version
required: true
schema:
enum:
- '2024-02-01'
type: string
description: api version
example: '2024-02-01'
requestBody:
content:
application/json:
schema:
required:
- input
type: object
properties:
input:
oneOf:
- type: string
default: ''
nullable: true
example: This is a test.
- maxItems: 2048
minItems: 1
type: array
items:
minLength: 1
type: string
example: This is a test.
description: "Input text to get embeddings for, encoded as a string. To get embeddings for multiple inputs in a single request, pass an array of strings. Each input must not exceed 2048 tokens in length.\nUnless you are embedding code, we suggest replacing newlines (\\n) in your input with a single space, as we have observed inferior results when newlines are present."
user:
type: string
description: 'A unique identifier representing your end-user, which can help monitoring and detecting abuse.'
input_type:
type: string
description: input type of embedding search to use
example: query
example:
input: I love Azure API Management
user: APIM
responses:
'200':
description: OK
content:
application/json:
schema:
required:
- object
- model
- data
- usage
type: object
properties:
object:
type: string
model:
type: string
data:
type: array
items:
required:
- index
- object
- embedding
type: object
properties:
index:
type: integer
object:
type: string
embedding:
type: array
items:
type: number
usage:
required:
- prompt_tokens
- total_tokens
type: object
properties:
prompt_tokens:
type: integer
total_tokens:
type: integer
example:
object: string
model: string
data:
- index: 0
object: string
embedding:
- 0
usage:
prompt_tokens: 0
total_tokens: 0
'/deployments/{deployment-id}/chat/completions':
post:
summary: Creates a completion for the chat message
description: Creates a completion for the chat message
operationId: ChatCompletions_Create
parameters:
- name: deployment-id
in: path
required: true
schema:
enum:
- gpt-35-turbo
type: string
description: Deployment id of the model which was deployed.
default: gpt-35-turbo
- name: api-version
in: query
required: true
schema:
enum:
- '2024-02-01'
type: string
description: api version
default: '2024-02-01'
example: '2024-02-01'
requestBody:
content:
application/json:
schema:
$ref: '#/components/schemas/createChatCompletionRequest'
example:
model: gpt-35-turbo
messages:
- role: user
content: Hello! my name is Zaki Ramadan and my phone is 05612345678 and I'm asking about distance between the moon and earth
responses:
'200':
description: OK
headers:
apim-request-id:
description: Request ID for troubleshooting purposes
schema:
type: string
content:
application/json:
schema:
$ref: '#/components/schemas/createChatCompletionResponse'
example:
id: string
object: chat.completion
created: 0
model: string
usage:
prompt_tokens: 0
completion_tokens: 0
total_tokens: 0
system_fingerprint: string
prompt_filter_results:
- prompt_index: 0
content_filter_results:
sexual:
filtered: true
severity: safe
violence:
filtered: true
severity: safe
hate:
filtered: true
severity: safe
self_harm:
filtered: true
severity: safe
profanity:
filtered: true
detected: true
error:
code: string
message: string
jailbreak:
filtered: true
detected: true
choices:
- index: 0
finish_reason: string
message:
role: assistant
content: string
tool_calls:
- id: string
type: function
function:
name: string
arguments: string
function_call:
name: string
arguments: string
context:
citations:
- content: string
title: string
url: string
filepath: string
chunk_id: string
intent: string
content_filter_results:
sexual:
filtered: true
severity: safe
violence:
filtered: true
severity: safe
hate:
filtered: true
severity: safe
self_harm:
filtered: true
severity: safe
profanity:
filtered: true
detected: true
error:
code: string
message: string
protected_material_text:
filtered: true
detected: true
protected_material_code:
filtered: true
detected: true
citation:
URL: string
license: string
'400':
description: Service unavailable
headers:
apim-request-id:
description: Request ID for troubleshooting purposes
schema:
type: string
content:
application/json:
schema:
$ref: '#/components/schemas/errorResponse'
example:
error:
param: string
type: string
inner_error:
code: ResponsibleAIPolicyViolation
content_filter_results:
sexual:
filtered: true
severity: safe
violence:
filtered: true
severity: safe
hate:
filtered: true
severity: safe
self_harm:
filtered: true
severity: safe
profanity:
filtered: true
detected: true
error:
code: string
message: string
jailbreak:
filtered: true
detected: true
code: string
message: string
'500':
description: Service unavailable
headers:
apim-request-id:
description: Request ID for troubleshooting purposes
schema:
type: string
content:
application/json:
schema:
$ref: '#/components/schemas/errorResponse'
example:
error:
param: string
type: string
inner_error:
code: ResponsibleAIPolicyViolation
content_filter_results:
sexual:
filtered: true
severity: safe
violence:
filtered: true
severity: safe
hate:
filtered: true
severity: safe
self_harm:
filtered: true
severity: safe
profanity:
filtered: true
detected: true
error:
code: string
message: string
jailbreak:
filtered: true
detected: true
code: string
message: string
'/deployments/{deployment-id}/audio/transcriptions':
post:
summary: Transcribes audio into the input language.
description: Transcribes audio into the input language.
operationId: Transcriptions_Create
parameters:
- name: deployment-id
in: path
required: true
schema:
type: string
description: Deployment id of the whisper model.
example: whisper
- name: api-version
in: query
required: true
schema:
type: string
description: api version
example: '2024-02-01'
requestBody:
content:
multipart/form-data:
schema:
properties:
file:
type: string
prompt:
type: string
response_format:
enum:
- json
- text
- srt
- verbose_json
- vtt
type: string
temperature:
type: number
default: 0
language:
type: string
responses:
'200':
description: OK
content:
application/json:
schema:
oneOf:
- $ref: '#/components/schemas/audioResponse'
- $ref: '#/components/schemas/audioVerboseResponse'
example:
text: string
text/plain:
schema:
type: string
description: 'Transcribed text in the output format (when response_format was one of text, vtt or srt).'
examples:
default:
value:
'/deployments/{deployment-id}/audio/translations':
post:
summary: Transcribes and translates input audio into English text.
description: Transcribes and translates input audio into English text.
operationId: Translations_Create
parameters:
- name: deployment-id
in: path
required: true
schema:
type: string
description: Deployment id of the whisper model which was deployed.
example: whisper
- name: api-version
in: query
required: true
schema:
type: string
description: api version
example: '2024-02-01'
requestBody:
content:
multipart/form-data:
schema:
properties:
file:
type: string
prompt:
type: string
response_format:
enum:
- json
- text
- srt
- verbose_json
- vtt
type: string
temperature:
type: number
default: 0
responses:
'200':
description: OK
content:
application/json:
schema:
oneOf:
- $ref: '#/components/schemas/audioResponse'
- $ref: '#/components/schemas/audioVerboseResponse'
example:
text: string
text/plain:
schema:
type: string
description: 'Transcribed text in the output format (when response_format was one of text, vtt or srt).'
examples:
default:
value:
'/deployments/{deployment-id}/images/generations':
post:
summary: Generates a batch of images from a text caption on a given DALLE model deployment
description: Generates a batch of images from a text caption on a given DALLE model deployment
operationId: ImageGenerations_Create
parameters:
- name: deployment-id
in: path
required: true
schema:
type: string
description: Deployment id of the dalle model which was deployed.
example: dalle-deployment
- name: api-version
in: query
required: true
schema:
type: string
description: api version
example: '2024-02-01'
requestBody:
content:
application/json:
schema:
$ref: '#/components/schemas/imageGenerationsRequest'
example:
prompt: a corgi in a field
n: 1
size: 1024x1024
response_format: url
user: user123456
quality: standard
style: vivid
responses:
'200':
description: Ok
content:
application/json:
schema:
$ref: '#/components/schemas/generateImagesResponse'
example:
created: '1676540381'
data:
- url: https://www.contoso.com
b64_json: string
content_filter_results:
sexual:
filtered: true
severity: safe
violence:
filtered: true
severity: safe
hate:
filtered: true
severity: safe
self_harm:
filtered: true
severity: safe
revised_prompt: string
prompt_filter_results:
sexual:
filtered: true
severity: safe
violence:
filtered: true
severity: safe
hate:
filtered: true
severity: safe
self_harm:
filtered: true
severity: safe
profanity:
filtered: true
detected: true
jailbreak:
filtered: true
detected: true
'400':
description: An error occurred.
content:
application/json:
schema:
$ref: '#/components/schemas/dalleErrorResponse'
example:
error:
param: string
type: string
inner_error:
code: ResponsibleAIPolicyViolation
content_filter_results:
sexual:
filtered: true
severity: safe
violence:
filtered: true
severity: safe
hate:
filtered: true
severity: safe
self_harm:
filtered: true
severity: safe
profanity:
filtered: true
detected: true
jailbreak:
filtered: true
detected: true
revised_prompt: string
code: string
message: string
'500':
description: An error occurred.
content:
application/json:
schema:
$ref: '#/components/schemas/dalleErrorResponse'
example:
error:
param: string
type: string
inner_error:
code: ResponsibleAIPolicyViolation
content_filter_results:
sexual:
filtered: true
severity: safe
violence:
filtered: true
severity: safe
hate:
filtered: true
severity: safe
self_harm:
filtered: true
severity: safe
profanity:
filtered: true
detected: true
jailbreak:
filtered: true
detected: true
revised_prompt: string
code: string
message: string
components:
schemas:
errorResponse:
type: object
properties:
error:
$ref: '#/components/schemas/error'
errorBase:
type: object
properties:
code:
type: string
message:
type: string
error:
type: object
allOf:
- $ref: '#/components/schemas/errorBase'
properties:
param:
type: string
type:
type: string
inner_error:
$ref: '#/components/schemas/innerError'
innerError:
type: object
properties:
code:
$ref: '#/components/schemas/innerErrorCode'
content_filter_results:
$ref: '#/components/schemas/contentFilterPromptResults'
description: Inner error with additional details.
innerErrorCode:
enum:
- ResponsibleAIPolicyViolation
type: string
description: Error codes for the inner error object.
x-ms-enum:
name: InnerErrorCode
modelAsString: true
values:
- value: ResponsibleAIPolicyViolation
description: The prompt violated one of more content filter rules.
dalleErrorResponse:
type: object
properties:
error:
$ref: '#/components/schemas/dalleError'
dalleError:
type: object
allOf:
- $ref: '#/components/schemas/errorBase'
properties:
param:
type: string
type:
type: string
inner_error:
$ref: '#/components/schemas/dalleInnerError'
dalleInnerError:
type: object
properties:
code:
$ref: '#/components/schemas/innerErrorCode'
content_filter_results:
$ref: '#/components/schemas/dalleFilterResults'
revised_prompt:
type: string
description: 'The prompt that was used to generate the image, if there was any revision to the prompt.'
description: Inner error with additional details.
contentFilterResultBase:
required:
- filtered
type: object
properties:
filtered:
type: boolean
contentFilterSeverityResult:
required:
- severity
- filtered
type: object
allOf:
- $ref: '#/components/schemas/contentFilterResultBase'
- properties:
severity:
enum:
- safe
- low
- medium
- high
type: string
x-ms-enum:
name: ContentFilterSeverity
modelAsString: true
values:
- value: safe
description: General content or related content in generic or non-harmful contexts.
- value: low
description: Harmful content at a low intensity and risk level.
- value: medium
description: Harmful content at a medium intensity and risk level.
- value: high
description: Harmful content at a high intensity and risk level.
contentFilterDetectedResult:
required:
- detected
- filtered
type: object
allOf:
- $ref: '#/components/schemas/contentFilterResultBase'
- properties: