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completions.ts
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completions.ts
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// File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.
import { APIResource } from '../../resource';
import { APIPromise } from '../../core';
import * as Core from '../../core';
import * as ChatCompletionsAPI from './completions';
import * as CompletionsAPI from '../completions';
import * as Shared from '../shared';
import * as ChatAPI from './chat';
import { Stream } from '../../streaming';
export class Completions extends APIResource {
/**
* Creates a model response for the given chat conversation. Learn more in the
* [text generation](https://platform.openai.com/docs/guides/text-generation),
* [vision](https://platform.openai.com/docs/guides/vision), and
* [audio](https://platform.openai.com/docs/guides/audio) guides.
*
* Parameter support can differ depending on the model used to generate the
* response, particularly for newer reasoning models. Parameters that are only
* supported for reasoning models are noted below. For the current state of
* unsupported parameters in reasoning models,
* [refer to the reasoning guide](https://platform.openai.com/docs/guides/reasoning).
*/
create(
body: ChatCompletionCreateParamsNonStreaming,
options?: Core.RequestOptions,
): APIPromise<ChatCompletion>;
create(
body: ChatCompletionCreateParamsStreaming,
options?: Core.RequestOptions,
): APIPromise<Stream<ChatCompletionChunk>>;
create(
body: ChatCompletionCreateParamsBase,
options?: Core.RequestOptions,
): APIPromise<Stream<ChatCompletionChunk> | ChatCompletion>;
create(
body: ChatCompletionCreateParams,
options?: Core.RequestOptions,
): APIPromise<ChatCompletion> | APIPromise<Stream<ChatCompletionChunk>> {
return this._client.post('/chat/completions', { body, ...options, stream: body.stream ?? false }) as
| APIPromise<ChatCompletion>
| APIPromise<Stream<ChatCompletionChunk>>;
}
}
/**
* Represents a chat completion response returned by model, based on the provided
* input.
*/
export interface ChatCompletion {
/**
* A unique identifier for the chat completion.
*/
id: string;
/**
* A list of chat completion choices. Can be more than one if `n` is greater
* than 1.
*/
choices: Array<ChatCompletion.Choice>;
/**
* The Unix timestamp (in seconds) of when the chat completion was created.
*/
created: number;
/**
* The model used for the chat completion.
*/
model: string;
/**
* The object type, which is always `chat.completion`.
*/
object: 'chat.completion';
/**
* The service tier used for processing the request. This field is only included if
* the `service_tier` parameter is specified in the request.
*/
service_tier?: 'scale' | 'default' | null;
/**
* This fingerprint represents the backend configuration that the model runs with.
*
* Can be used in conjunction with the `seed` request parameter to understand when
* backend changes have been made that might impact determinism.
*/
system_fingerprint?: string;
/**
* Usage statistics for the completion request.
*/
usage?: CompletionsAPI.CompletionUsage;
}
export namespace ChatCompletion {
export interface Choice {
/**
* The reason the model stopped generating tokens. This will be `stop` if the model
* hit a natural stop point or a provided stop sequence, `length` if the maximum
* number of tokens specified in the request was reached, `content_filter` if
* content was omitted due to a flag from our content filters, `tool_calls` if the
* model called a tool, or `function_call` (deprecated) if the model called a
* function.
*/
finish_reason: 'stop' | 'length' | 'tool_calls' | 'content_filter' | 'function_call';
/**
* The index of the choice in the list of choices.
*/
index: number;
/**
* Log probability information for the choice.
*/
logprobs: Choice.Logprobs | null;
/**
* A chat completion message generated by the model.
*/
message: ChatCompletionsAPI.ChatCompletionMessage;
}
export namespace Choice {
/**
* Log probability information for the choice.
*/
export interface Logprobs {
/**
* A list of message content tokens with log probability information.
*/
content: Array<ChatCompletionsAPI.ChatCompletionTokenLogprob> | null;
/**
* A list of message refusal tokens with log probability information.
*/
refusal: Array<ChatCompletionsAPI.ChatCompletionTokenLogprob> | null;
}
}
}
/**
* Messages sent by the model in response to user messages.
*/
export interface ChatCompletionAssistantMessageParam {
/**
* The role of the messages author, in this case `assistant`.
*/
role: 'assistant';
/**
* Data about a previous audio response from the model.
* [Learn more](https://platform.openai.com/docs/guides/audio).
*/
audio?: ChatCompletionAssistantMessageParam.Audio | null;
/**
* The contents of the assistant message. Required unless `tool_calls` or
* `function_call` is specified.
*/
content?: string | Array<ChatCompletionContentPartText | ChatCompletionContentPartRefusal> | null;
/**
* @deprecated: Deprecated and replaced by `tool_calls`. The name and arguments of
* a function that should be called, as generated by the model.
*/
function_call?: ChatCompletionAssistantMessageParam.FunctionCall | null;
/**
* An optional name for the participant. Provides the model information to
* differentiate between participants of the same role.
*/
name?: string;
/**
* The refusal message by the assistant.
*/
refusal?: string | null;
/**
* The tool calls generated by the model, such as function calls.
*/
tool_calls?: Array<ChatCompletionMessageToolCall>;
}
export namespace ChatCompletionAssistantMessageParam {
/**
* Data about a previous audio response from the model.
* [Learn more](https://platform.openai.com/docs/guides/audio).
*/
export interface Audio {
/**
* Unique identifier for a previous audio response from the model.
*/
id: string;
}
/**
* @deprecated: Deprecated and replaced by `tool_calls`. The name and arguments of
* a function that should be called, as generated by the model.
*/
export interface FunctionCall {
/**
* The arguments to call the function with, as generated by the model in JSON
* format. Note that the model does not always generate valid JSON, and may
* hallucinate parameters not defined by your function schema. Validate the
* arguments in your code before calling your function.
*/
arguments: string;
/**
* The name of the function to call.
*/
name: string;
}
}
/**
* If the audio output modality is requested, this object contains data about the
* audio response from the model.
* [Learn more](https://platform.openai.com/docs/guides/audio).
*/
export interface ChatCompletionAudio {
/**
* Unique identifier for this audio response.
*/
id: string;
/**
* Base64 encoded audio bytes generated by the model, in the format specified in
* the request.
*/
data: string;
/**
* The Unix timestamp (in seconds) for when this audio response will no longer be
* accessible on the server for use in multi-turn conversations.
*/
expires_at: number;
/**
* Transcript of the audio generated by the model.
*/
transcript: string;
}
/**
* Parameters for audio output. Required when audio output is requested with
* `modalities: ["audio"]`.
* [Learn more](https://platform.openai.com/docs/guides/audio).
*/
export interface ChatCompletionAudioParam {
/**
* Specifies the output audio format. Must be one of `wav`, `mp3`, `flac`, `opus`,
* or `pcm16`.
*/
format: 'wav' | 'mp3' | 'flac' | 'opus' | 'pcm16';
/**
* The voice the model uses to respond. Supported voices are `ash`, `ballad`,
* `coral`, `sage`, and `verse` (also supported but not recommended are `alloy`,
* `echo`, and `shimmer`; these voices are less expressive).
*/
voice: 'alloy' | 'ash' | 'ballad' | 'coral' | 'echo' | 'sage' | 'shimmer' | 'verse';
}
/**
* Represents a streamed chunk of a chat completion response returned by model,
* based on the provided input.
*/
export interface ChatCompletionChunk {
/**
* A unique identifier for the chat completion. Each chunk has the same ID.
*/
id: string;
/**
* A list of chat completion choices. Can contain more than one elements if `n` is
* greater than 1. Can also be empty for the last chunk if you set
* `stream_options: {"include_usage": true}`.
*/
choices: Array<ChatCompletionChunk.Choice>;
/**
* The Unix timestamp (in seconds) of when the chat completion was created. Each
* chunk has the same timestamp.
*/
created: number;
/**
* The model to generate the completion.
*/
model: string;
/**
* The object type, which is always `chat.completion.chunk`.
*/
object: 'chat.completion.chunk';
/**
* The service tier used for processing the request. This field is only included if
* the `service_tier` parameter is specified in the request.
*/
service_tier?: 'scale' | 'default' | null;
/**
* This fingerprint represents the backend configuration that the model runs with.
* Can be used in conjunction with the `seed` request parameter to understand when
* backend changes have been made that might impact determinism.
*/
system_fingerprint?: string;
/**
* An optional field that will only be present when you set
* `stream_options: {"include_usage": true}` in your request. When present, it
* contains a null value except for the last chunk which contains the token usage
* statistics for the entire request.
*/
usage?: CompletionsAPI.CompletionUsage | null;
}
export namespace ChatCompletionChunk {
export interface Choice {
/**
* A chat completion delta generated by streamed model responses.
*/
delta: Choice.Delta;
/**
* The reason the model stopped generating tokens. This will be `stop` if the model
* hit a natural stop point or a provided stop sequence, `length` if the maximum
* number of tokens specified in the request was reached, `content_filter` if
* content was omitted due to a flag from our content filters, `tool_calls` if the
* model called a tool, or `function_call` (deprecated) if the model called a
* function.
*/
finish_reason: 'stop' | 'length' | 'tool_calls' | 'content_filter' | 'function_call' | null;
/**
* The index of the choice in the list of choices.
*/
index: number;
/**
* Log probability information for the choice.
*/
logprobs?: Choice.Logprobs | null;
}
export namespace Choice {
/**
* A chat completion delta generated by streamed model responses.
*/
export interface Delta {
/**
* The contents of the chunk message.
*/
content?: string | null;
/**
* @deprecated: Deprecated and replaced by `tool_calls`. The name and arguments of
* a function that should be called, as generated by the model.
*/
function_call?: Delta.FunctionCall;
/**
* The refusal message generated by the model.
*/
refusal?: string | null;
/**
* The role of the author of this message.
*/
role?: 'system' | 'user' | 'assistant' | 'tool';
tool_calls?: Array<Delta.ToolCall>;
}
export namespace Delta {
/**
* @deprecated: Deprecated and replaced by `tool_calls`. The name and arguments of
* a function that should be called, as generated by the model.
*/
export interface FunctionCall {
/**
* The arguments to call the function with, as generated by the model in JSON
* format. Note that the model does not always generate valid JSON, and may
* hallucinate parameters not defined by your function schema. Validate the
* arguments in your code before calling your function.
*/
arguments?: string;
/**
* The name of the function to call.
*/
name?: string;
}
export interface ToolCall {
index: number;
/**
* The ID of the tool call.
*/
id?: string;
function?: ToolCall.Function;
/**
* The type of the tool. Currently, only `function` is supported.
*/
type?: 'function';
}
export namespace ToolCall {
export interface Function {
/**
* The arguments to call the function with, as generated by the model in JSON
* format. Note that the model does not always generate valid JSON, and may
* hallucinate parameters not defined by your function schema. Validate the
* arguments in your code before calling your function.
*/
arguments?: string;
/**
* The name of the function to call.
*/
name?: string;
}
}
}
/**
* Log probability information for the choice.
*/
export interface Logprobs {
/**
* A list of message content tokens with log probability information.
*/
content: Array<ChatCompletionsAPI.ChatCompletionTokenLogprob> | null;
/**
* A list of message refusal tokens with log probability information.
*/
refusal: Array<ChatCompletionsAPI.ChatCompletionTokenLogprob> | null;
}
}
}
/**
* Learn about
* [text inputs](https://platform.openai.com/docs/guides/text-generation).
*/
export type ChatCompletionContentPart =
| ChatCompletionContentPartText
| ChatCompletionContentPartImage
| ChatCompletionContentPartInputAudio;
/**
* Learn about [image inputs](https://platform.openai.com/docs/guides/vision).
*/
export interface ChatCompletionContentPartImage {
image_url: ChatCompletionContentPartImage.ImageURL;
/**
* The type of the content part.
*/
type: 'image_url';
}
export namespace ChatCompletionContentPartImage {
export interface ImageURL {
/**
* Either a URL of the image or the base64 encoded image data.
*/
url: string;
/**
* Specifies the detail level of the image. Learn more in the
* [Vision guide](https://platform.openai.com/docs/guides/vision#low-or-high-fidelity-image-understanding).
*/
detail?: 'auto' | 'low' | 'high';
}
}
/**
* Learn about [audio inputs](https://platform.openai.com/docs/guides/audio).
*/
export interface ChatCompletionContentPartInputAudio {
input_audio: ChatCompletionContentPartInputAudio.InputAudio;
/**
* The type of the content part. Always `input_audio`.
*/
type: 'input_audio';
}
export namespace ChatCompletionContentPartInputAudio {
export interface InputAudio {
/**
* Base64 encoded audio data.
*/
data: string;
/**
* The format of the encoded audio data. Currently supports "wav" and "mp3".
*/
format: 'wav' | 'mp3';
}
}
export interface ChatCompletionContentPartRefusal {
/**
* The refusal message generated by the model.
*/
refusal: string;
/**
* The type of the content part.
*/
type: 'refusal';
}
/**
* Learn about
* [text inputs](https://platform.openai.com/docs/guides/text-generation).
*/
export interface ChatCompletionContentPartText {
/**
* The text content.
*/
text: string;
/**
* The type of the content part.
*/
type: 'text';
}
/**
* Developer-provided instructions that the model should follow, regardless of
* messages sent by the user. With o1 models and newer, `developer` messages
* replace the previous `system` messages.
*/
export interface ChatCompletionDeveloperMessageParam {
/**
* The contents of the developer message.
*/
content: string | Array<ChatCompletionContentPartText>;
/**
* The role of the messages author, in this case `developer`.
*/
role: 'developer';
/**
* An optional name for the participant. Provides the model information to
* differentiate between participants of the same role.
*/
name?: string;
}
/**
* Specifying a particular function via `{"name": "my_function"}` forces the model
* to call that function.
*/
export interface ChatCompletionFunctionCallOption {
/**
* The name of the function to call.
*/
name: string;
}
/**
* @deprecated
*/
export interface ChatCompletionFunctionMessageParam {
/**
* The contents of the function message.
*/
content: string | null;
/**
* The name of the function to call.
*/
name: string;
/**
* The role of the messages author, in this case `function`.
*/
role: 'function';
}
/**
* A chat completion message generated by the model.
*/
export interface ChatCompletionMessage {
/**
* The contents of the message.
*/
content: string | null;
/**
* The refusal message generated by the model.
*/
refusal: string | null;
/**
* The role of the author of this message.
*/
role: 'assistant';
/**
* If the audio output modality is requested, this object contains data about the
* audio response from the model.
* [Learn more](https://platform.openai.com/docs/guides/audio).
*/
audio?: ChatCompletionAudio | null;
/**
* @deprecated: Deprecated and replaced by `tool_calls`. The name and arguments of
* a function that should be called, as generated by the model.
*/
function_call?: ChatCompletionMessage.FunctionCall | null;
/**
* The tool calls generated by the model, such as function calls.
*/
tool_calls?: Array<ChatCompletionMessageToolCall>;
}
export namespace ChatCompletionMessage {
/**
* @deprecated: Deprecated and replaced by `tool_calls`. The name and arguments of
* a function that should be called, as generated by the model.
*/
export interface FunctionCall {
/**
* The arguments to call the function with, as generated by the model in JSON
* format. Note that the model does not always generate valid JSON, and may
* hallucinate parameters not defined by your function schema. Validate the
* arguments in your code before calling your function.
*/
arguments: string;
/**
* The name of the function to call.
*/
name: string;
}
}
/**
* Developer-provided instructions that the model should follow, regardless of
* messages sent by the user. With o1 models and newer, `developer` messages
* replace the previous `system` messages.
*/
export type ChatCompletionMessageParam =
| ChatCompletionDeveloperMessageParam
| ChatCompletionSystemMessageParam
| ChatCompletionUserMessageParam
| ChatCompletionAssistantMessageParam
| ChatCompletionToolMessageParam
| ChatCompletionFunctionMessageParam;
export interface ChatCompletionMessageToolCall {
/**
* The ID of the tool call.
*/
id: string;
/**
* The function that the model called.
*/
function: ChatCompletionMessageToolCall.Function;
/**
* The type of the tool. Currently, only `function` is supported.
*/
type: 'function';
}
export namespace ChatCompletionMessageToolCall {
/**
* The function that the model called.
*/
export interface Function {
/**
* The arguments to call the function with, as generated by the model in JSON
* format. Note that the model does not always generate valid JSON, and may
* hallucinate parameters not defined by your function schema. Validate the
* arguments in your code before calling your function.
*/
arguments: string;
/**
* The name of the function to call.
*/
name: string;
}
}
export type ChatCompletionModality = 'text' | 'audio';
/**
* Specifies a tool the model should use. Use to force the model to call a specific
* function.
*/
export interface ChatCompletionNamedToolChoice {
function: ChatCompletionNamedToolChoice.Function;
/**
* The type of the tool. Currently, only `function` is supported.
*/
type: 'function';
}
export namespace ChatCompletionNamedToolChoice {
export interface Function {
/**
* The name of the function to call.
*/
name: string;
}
}
/**
* Static predicted output content, such as the content of a text file that is
* being regenerated.
*/
export interface ChatCompletionPredictionContent {
/**
* The content that should be matched when generating a model response. If
* generated tokens would match this content, the entire model response can be
* returned much more quickly.
*/
content: string | Array<ChatCompletionContentPartText>;
/**
* The type of the predicted content you want to provide. This type is currently
* always `content`.
*/
type: 'content';
}
/**
* **o1 models only**
*
* Constrains effort on reasoning for
* [reasoning models](https://platform.openai.com/docs/guides/reasoning). Currently
* supported values are `low`, `medium`, and `high`. Reducing reasoning effort can
* result in faster responses and fewer tokens used on reasoning in a response.
*/
export type ChatCompletionReasoningEffort = 'low' | 'medium' | 'high';
/**
* The role of the author of a message
*/
export type ChatCompletionRole = 'system' | 'user' | 'assistant' | 'tool' | 'function';
/**
* Options for streaming response. Only set this when you set `stream: true`.
*/
export interface ChatCompletionStreamOptions {
/**
* If set, an additional chunk will be streamed before the `data: [DONE]` message.
* The `usage` field on this chunk shows the token usage statistics for the entire
* request, and the `choices` field will always be an empty array. All other chunks
* will also include a `usage` field, but with a null value.
*/
include_usage?: boolean;
}
/**
* Developer-provided instructions that the model should follow, regardless of
* messages sent by the user. With o1 models and newer, use `developer` messages
* for this purpose instead.
*/
export interface ChatCompletionSystemMessageParam {
/**
* The contents of the system message.
*/
content: string | Array<ChatCompletionContentPartText>;
/**
* The role of the messages author, in this case `system`.
*/
role: 'system';
/**
* An optional name for the participant. Provides the model information to
* differentiate between participants of the same role.
*/
name?: string;
}
export interface ChatCompletionTokenLogprob {
/**
* The token.
*/
token: string;
/**
* A list of integers representing the UTF-8 bytes representation of the token.
* Useful in instances where characters are represented by multiple tokens and
* their byte representations must be combined to generate the correct text
* representation. Can be `null` if there is no bytes representation for the token.
*/
bytes: Array<number> | null;
/**
* The log probability of this token, if it is within the top 20 most likely
* tokens. Otherwise, the value `-9999.0` is used to signify that the token is very
* unlikely.
*/
logprob: number;
/**
* List of the most likely tokens and their log probability, at this token
* position. In rare cases, there may be fewer than the number of requested
* `top_logprobs` returned.
*/
top_logprobs: Array<ChatCompletionTokenLogprob.TopLogprob>;
}
export namespace ChatCompletionTokenLogprob {
export interface TopLogprob {
/**
* The token.
*/
token: string;
/**
* A list of integers representing the UTF-8 bytes representation of the token.
* Useful in instances where characters are represented by multiple tokens and
* their byte representations must be combined to generate the correct text
* representation. Can be `null` if there is no bytes representation for the token.
*/
bytes: Array<number> | null;
/**
* The log probability of this token, if it is within the top 20 most likely
* tokens. Otherwise, the value `-9999.0` is used to signify that the token is very
* unlikely.
*/
logprob: number;
}
}
export interface ChatCompletionTool {
function: Shared.FunctionDefinition;
/**
* The type of the tool. Currently, only `function` is supported.
*/
type: 'function';
}
/**
* Controls which (if any) tool is called by the model. `none` means the model will
* not call any tool and instead generates a message. `auto` means the model can
* pick between generating a message or calling one or more tools. `required` means
* the model must call one or more tools. Specifying a particular tool via
* `{"type": "function", "function": {"name": "my_function"}}` forces the model to
* call that tool.
*
* `none` is the default when no tools are present. `auto` is the default if tools
* are present.
*/
export type ChatCompletionToolChoiceOption = 'none' | 'auto' | 'required' | ChatCompletionNamedToolChoice;
export interface ChatCompletionToolMessageParam {
/**
* The contents of the tool message.
*/
content: string | Array<ChatCompletionContentPartText>;
/**
* The role of the messages author, in this case `tool`.
*/
role: 'tool';
/**
* Tool call that this message is responding to.
*/
tool_call_id: string;
}
/**
* Messages sent by an end user, containing prompts or additional context
* information.
*/
export interface ChatCompletionUserMessageParam {
/**
* The contents of the user message.
*/
content: string | Array<ChatCompletionContentPart>;
/**
* The role of the messages author, in this case `user`.
*/
role: 'user';
/**
* An optional name for the participant. Provides the model information to
* differentiate between participants of the same role.
*/
name?: string;
}
/**
* @deprecated ChatCompletionMessageParam should be used instead
*/
export type CreateChatCompletionRequestMessage = ChatCompletionMessageParam;
export type ChatCompletionCreateParams =
| ChatCompletionCreateParamsNonStreaming
| ChatCompletionCreateParamsStreaming;
export interface ChatCompletionCreateParamsBase {
/**
* A list of messages comprising the conversation so far. Depending on the
* [model](https://platform.openai.com/docs/models) you use, different message
* types (modalities) are supported, like
* [text](https://platform.openai.com/docs/guides/text-generation),
* [images](https://platform.openai.com/docs/guides/vision), and
* [audio](https://platform.openai.com/docs/guides/audio).
*/
messages: Array<ChatCompletionMessageParam>;
/**
* ID of the model to use. See the
* [model endpoint compatibility](https://platform.openai.com/docs/models#model-endpoint-compatibility)
* table for details on which models work with the Chat API.
*/
model: (string & {}) | ChatAPI.ChatModel;
/**
* Parameters for audio output. Required when audio output is requested with
* `modalities: ["audio"]`.
* [Learn more](https://platform.openai.com/docs/guides/audio).
*/
audio?: ChatCompletionAudioParam | null;
/**
* 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.
*/
frequency_penalty?: number | null;
/**
* Deprecated in favor of `tool_choice`.
*
* Controls which (if any) function is called by the model.
*
* `none` means the model will not call a function and instead generates a message.
*
* `auto` means the model can pick between generating a message or calling a
* function.
*
* Specifying a particular function via `{"name": "my_function"}` forces the model
* to call that function.
*
* `none` is the default when no functions are present. `auto` is the default if
* functions are present.
*/
function_call?: 'none' | 'auto' | ChatCompletionFunctionCallOption;
/**
* Deprecated in favor of `tools`.
*
* A list of functions the model may generate JSON inputs for.
*/
functions?: Array<ChatCompletionCreateParams.Function>;
/**
* Modify the likelihood of specified tokens appearing in the completion.
*
* Accepts a JSON object that maps tokens (specified by their token ID in the
* tokenizer) to an associated bias value from -100 to 100. 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.
*/
logit_bias?: Record<string, number> | null;
/**
* Whether to return log probabilities of the output tokens or not. If true,
* returns the log probabilities of each output token returned in the `content` of
* `message`.
*/
logprobs?: boolean | null;
/**
* An upper bound for the number of tokens that can be generated for a completion,
* including visible output tokens and