openaiclient

Documentation

Index

• Variables
• func IsAzure(apiType APIType) bool
• type APIType
• type ChatChoice
• type ChatMessage
  • func (m ChatMessage) MarshalJSON() ([]byte, error)
  • func (m *ChatMessage) UnmarshalJSON(data []byte) error
• type ChatRequest
• type ChatResponse
• type ChatUsage
• type Client
  • func New(token string, model string, baseURL string, organization string, ...) (*Client, error)
  • func (c *Client) CreateChat(ctx context.Context, r *ChatRequest) (*ChatResponse, error)
  • func (c *Client) CreateCompletion(ctx context.Context, r *CompletionRequest) (*Completion, error)
  • func (c *Client) CreateEmbedding(ctx context.Context, r *EmbeddingRequest) ([][]float32, error)
• type Completion
• type CompletionRequest
• type CompletionResponse
• type Doer
• type EmbeddingRequest
• type FunctionCall
• type FunctionCallBehavior
• type FunctionDefinition
• type Option
• type StreamedChatResponsePayload

Variables

var ErrContentExclusive = errors.New("only one of Content / MultiContent allowed in message")

var ErrEmptyResponse = errors.New("empty response")

ErrEmptyResponse is returned when the OpenAI API returns an empty response.

Functions

func IsAzure

func IsAzure(apiType APIType) bool

Types

type APIType

type APIType string

const (
	APITypeOpenAI  APIType = "OPEN_AI"
	APITypeAzure   APIType = "AZURE"
	APITypeAzureAD APIType = "AZURE_AD"
)

type ChatChoice

type ChatChoice struct {
	Index        int         `json:"index"`
	Message      ChatMessage `json:"message"`
	FinishReason string      `json:"finish_reason"`
}

ChatChoice is a choice in a chat response.

type ChatMessage

type ChatMessage struct {
	// The role of the author of this message. One of system, user, or assistant.
	Role string
	// The content of the message.
	Content string

	MultiContent []llms.ContentPart

	// The name of the author of this message. May contain a-z, A-Z, 0-9, and underscores,
	// with a maximum length of 64 characters.
	Name string

	// FunctionCall represents a function call to be made in the message.
	FunctionCall *FunctionCall
}

ChatMessage is a message in a chat request.

func (ChatMessage) MarshalJSON

func (m ChatMessage) MarshalJSON() ([]byte, error)

func (*ChatMessage) UnmarshalJSON

func (m *ChatMessage) UnmarshalJSON(data []byte) error

type ChatRequest

type ChatRequest struct {
	Model            string         `json:"model"`
	Messages         []*ChatMessage `json:"messages"`
	Temperature      float64        `json:"temperature"`
	TopP             float64        `json:"top_p,omitempty"`
	MaxTokens        int            `json:"max_tokens,omitempty"`
	N                int            `json:"n,omitempty"`
	StopWords        []string       `json:"stop,omitempty"`
	Stream           bool           `json:"stream,omitempty"`
	FrequencyPenalty float64        `json:"frequency_penalty,omitempty"`
	PresencePenalty  float64        `json:"presence_penalty,omitempty"`

	// Function definitions to include in the request.
	Functions []FunctionDefinition `json:"functions,omitempty"`
	// FunctionCallBehavior is the behavior to use when calling functions.
	//
	// If a specific function should be invoked, use the format:
	// `{"name": "my_function"}`
	FunctionCallBehavior FunctionCallBehavior `json:"function_call,omitempty"`

	// StreamingFunc is a function to be called for each chunk of a streaming response.
	// Return an error to stop streaming early.
	StreamingFunc func(ctx context.Context, chunk []byte) error `json:"-"`
}

ChatRequest is a request to complete a chat completion..

type ChatResponse

type ChatResponse struct {
	ID      string        `json:"id,omitempty"`
	Created float64       `json:"created,omitempty"`
	Choices []*ChatChoice `json:"choices,omitempty"`
	Model   string        `json:"model,omitempty"`
	Object  string        `json:"object,omitempty"`
	Usage   struct {
		CompletionTokens float64 `json:"completion_tokens,omitempty"`
		PromptTokens     float64 `json:"prompt_tokens,omitempty"`
		TotalTokens      float64 `json:"total_tokens,omitempty"`
	} `json:"usage,omitempty"`
}

ChatResponse is a response to a chat request.

type ChatUsage

type ChatUsage struct {
	PromptTokens     int `json:"prompt_tokens"`
	CompletionTokens int `json:"completion_tokens"`
	TotalTokens      int `json:"total_tokens"`
}

ChatUsage is the usage of a chat completion request.

type Client

type Client struct {
	Model string
	// contains filtered or unexported fields
}

Client is a client for the OpenAI API.

func New

func New(token string, model string, baseURL string, organization string,
	apiType APIType, apiVersion string, httpClient Doer, embeddingsModel string,
	opts ...Option,
) (*Client, error)

New returns a new OpenAI client.

func (*Client) CreateChat

func (c *Client) CreateChat(ctx context.Context, r *ChatRequest) (*ChatResponse, error)

CreateChat creates chat request.

func (*Client) CreateCompletion

func (c *Client) CreateCompletion(ctx context.Context, r *CompletionRequest) (*Completion, error)

CreateCompletion creates a completion.

func (*Client) CreateEmbedding

func (c *Client) CreateEmbedding(ctx context.Context, r *EmbeddingRequest) ([][]float32, error)

CreateEmbedding creates embeddings.

type Completion

type Completion struct {
	Text string `json:"text"`
}

Completion is a completion.

type CompletionRequest

type CompletionRequest struct {
	Model            string   `json:"model"`
	Prompt           string   `json:"prompt"`
	Temperature      float64  `json:"temperature"`
	MaxTokens        int      `json:"max_tokens,omitempty"`
	N                int      `json:"n,omitempty"`
	FrequencyPenalty float64  `json:"frequency_penalty,omitempty"`
	PresencePenalty  float64  `json:"presence_penalty,omitempty"`
	TopP             float64  `json:"top_p,omitempty"`
	StopWords        []string `json:"stop,omitempty"`

	// StreamingFunc is a function to be called for each chunk of a streaming response.
	// Return an error to stop streaming early.
	StreamingFunc func(ctx context.Context, chunk []byte) error `json:"-"`
}

CompletionRequest is a request to complete a completion.

type CompletionResponse

type CompletionResponse struct {
	ID      string  `json:"id,omitempty"`
	Created float64 `json:"created,omitempty"`
	Choices []struct {
		FinishReason string      `json:"finish_reason,omitempty"`
		Index        float64     `json:"index,omitempty"`
		Logprobs     interface{} `json:"logprobs,omitempty"`
		Text         string      `json:"text,omitempty"`
	} `json:"choices,omitempty"`
	Model  string `json:"model,omitempty"`
	Object string `json:"object,omitempty"`
	Usage  struct {
		CompletionTokens float64 `json:"completion_tokens,omitempty"`
		PromptTokens     float64 `json:"prompt_tokens,omitempty"`
		TotalTokens      float64 `json:"total_tokens,omitempty"`
	} `json:"usage,omitempty"`
}

type Doer

type Doer interface {
	Do(req *http.Request) (*http.Response, error)
}

Doer performs a HTTP request.

type EmbeddingRequest

type EmbeddingRequest struct {
	Model string   `json:"model"`
	Input []string `json:"input"`
}

EmbeddingRequest is a request to create an embedding.

type FunctionCall

type FunctionCall struct {
	// Name is the name of the function to call.
	Name string `json:"name"`
	// Arguments is the set of arguments to pass to the function.
	Arguments string `json:"arguments"`
}

FunctionCall is a call to a function.

type FunctionCallBehavior

type FunctionCallBehavior string

FunctionCallBehavior is the behavior to use when calling functions.

const (
	// FunctionCallBehaviorUnspecified is the empty string.
	FunctionCallBehaviorUnspecified FunctionCallBehavior = ""
	// FunctionCallBehaviorNone will not call any functions.
	FunctionCallBehaviorNone FunctionCallBehavior = "none"
	// FunctionCallBehaviorAuto will call functions automatically.
	FunctionCallBehaviorAuto FunctionCallBehavior = "auto"
)

type FunctionDefinition

type FunctionDefinition struct {
	// Name is the name of the function.
	Name string `json:"name"`
	// Description is a description of the function.
	Description string `json:"description"`
	// Parameters is a list of parameters for the function.
	Parameters any `json:"parameters"`
}

FunctionDefinition is a definition of a function that can be called by the model.

type Option

type Option func(*Client) error

Option is an option for the OpenAI client.

type StreamedChatResponsePayload

type StreamedChatResponsePayload struct {
	ID      string  `json:"id,omitempty"`
	Created float64 `json:"created,omitempty"`
	Model   string  `json:"model,omitempty"`
	Object  string  `json:"object,omitempty"`
	Choices []struct {
		Index float64 `json:"index,omitempty"`
		Delta struct {
			Role         string        `json:"role,omitempty"`
			Content      string        `json:"content,omitempty"`
			FunctionCall *FunctionCall `json:"function_call,omitempty"`
		} `json:"delta,omitempty"`
		FinishReason string `json:"finish_reason,omitempty"`
	} `json:"choices,omitempty"`
}

StreamedChatResponsePayload is a chunk from the stream.