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chat.go
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chat.go
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package openai
import (
"context"
"encoding/json"
"errors"
"net/http"
)
// Chat message role defined by the OpenAI API.
const (
ChatMessageRoleSystem = "system"
ChatMessageRoleUser = "user"
ChatMessageRoleAssistant = "assistant"
ChatMessageRoleFunction = "function"
ChatMessageRoleTool = "tool"
)
const chatCompletionsSuffix = "/chat/completions"
var (
ErrChatCompletionInvalidModel = errors.New("this model is not supported with this method, please use CreateCompletion client method instead") //nolint:lll
ErrChatCompletionStreamNotSupported = errors.New("streaming is not supported with this method, please use CreateChatCompletionStream") //nolint:lll
ErrContentFieldsMisused = errors.New("can't use both Content and MultiContent properties simultaneously")
)
type Hate struct {
Filtered bool `json:"filtered"`
Severity string `json:"severity,omitempty"`
}
type SelfHarm struct {
Filtered bool `json:"filtered"`
Severity string `json:"severity,omitempty"`
}
type Sexual struct {
Filtered bool `json:"filtered"`
Severity string `json:"severity,omitempty"`
}
type Violence struct {
Filtered bool `json:"filtered"`
Severity string `json:"severity,omitempty"`
}
type ContentFilterResults struct {
Hate Hate `json:"hate,omitempty"`
SelfHarm SelfHarm `json:"self_harm,omitempty"`
Sexual Sexual `json:"sexual,omitempty"`
Violence Violence `json:"violence,omitempty"`
}
type PromptAnnotation struct {
PromptIndex int `json:"prompt_index,omitempty"`
ContentFilterResults ContentFilterResults `json:"content_filter_results,omitempty"`
}
type ImageURLDetail string
const (
ImageURLDetailHigh ImageURLDetail = "high"
ImageURLDetailLow ImageURLDetail = "low"
ImageURLDetailAuto ImageURLDetail = "auto"
)
type ChatMessageImageURL struct {
URL string `json:"url,omitempty"`
Detail ImageURLDetail `json:"detail,omitempty"`
}
type ChatMessagePartType string
const (
ChatMessagePartTypeText ChatMessagePartType = "text"
ChatMessagePartTypeImageURL ChatMessagePartType = "image_url"
)
type ChatMessagePart struct {
Type ChatMessagePartType `json:"type,omitempty"`
Text string `json:"text,omitempty"`
ImageURL *ChatMessageImageURL `json:"image_url,omitempty"`
}
type ChatCompletionMessage struct {
Role string `json:"role"`
Content string `json:"content"`
MultiContent []ChatMessagePart
// This property isn't in the official documentation, but it's in
// the documentation for the official library for python:
// - https://github.com/openai/openai-python/blob/main/chatml.md
// - https://github.com/openai/openai-cookbook/blob/main/examples/How_to_count_tokens_with_tiktoken.ipynb
Name string `json:"name,omitempty"`
FunctionCall *FunctionCall `json:"function_call,omitempty"`
// For Role=assistant prompts this may be set to the tool calls generated by the model, such as function calls.
ToolCalls []ToolCall `json:"tool_calls,omitempty"`
// For Role=tool prompts this should be set to the ID given in the assistant's prior request to call a tool.
ToolCallID string `json:"tool_call_id,omitempty"`
}
func (m ChatCompletionMessage) MarshalJSON() ([]byte, error) {
if m.Content != "" && m.MultiContent != nil {
return nil, ErrContentFieldsMisused
}
if len(m.MultiContent) > 0 {
msg := struct {
Role string `json:"role"`
Content string `json:"-"`
MultiContent []ChatMessagePart `json:"content,omitempty"`
Name string `json:"name,omitempty"`
FunctionCall *FunctionCall `json:"function_call,omitempty"`
ToolCalls []ToolCall `json:"tool_calls,omitempty"`
ToolCallID string `json:"tool_call_id,omitempty"`
}(m)
return json.Marshal(msg)
}
msg := struct {
Role string `json:"role"`
Content string `json:"content"`
MultiContent []ChatMessagePart `json:"-"`
Name string `json:"name,omitempty"`
FunctionCall *FunctionCall `json:"function_call,omitempty"`
ToolCalls []ToolCall `json:"tool_calls,omitempty"`
ToolCallID string `json:"tool_call_id,omitempty"`
}(m)
return json.Marshal(msg)
}
func (m *ChatCompletionMessage) UnmarshalJSON(bs []byte) error {
msg := struct {
Role string `json:"role"`
Content string `json:"content"`
MultiContent []ChatMessagePart
Name string `json:"name,omitempty"`
FunctionCall *FunctionCall `json:"function_call,omitempty"`
ToolCalls []ToolCall `json:"tool_calls,omitempty"`
ToolCallID string `json:"tool_call_id,omitempty"`
}{}
if err := json.Unmarshal(bs, &msg); err == nil {
*m = ChatCompletionMessage(msg)
return nil
}
multiMsg := struct {
Role string `json:"role"`
Content string
MultiContent []ChatMessagePart `json:"content"`
Name string `json:"name,omitempty"`
FunctionCall *FunctionCall `json:"function_call,omitempty"`
ToolCalls []ToolCall `json:"tool_calls,omitempty"`
ToolCallID string `json:"tool_call_id,omitempty"`
}{}
if err := json.Unmarshal(bs, &multiMsg); err != nil {
return err
}
*m = ChatCompletionMessage(multiMsg)
return nil
}
type ToolCall struct {
// Index is not nil only in chat completion chunk object
Index *int `json:"index,omitempty"`
ID string `json:"id"`
Type ToolType `json:"type"`
Function FunctionCall `json:"function"`
}
type FunctionCall struct {
Name string `json:"name,omitempty"`
// call function with arguments in JSON format
Arguments string `json:"arguments,omitempty"`
}
type ChatCompletionResponseFormatType string
const (
ChatCompletionResponseFormatTypeJSONObject ChatCompletionResponseFormatType = "json_object"
ChatCompletionResponseFormatTypeText ChatCompletionResponseFormatType = "text"
)
type ChatCompletionResponseFormat struct {
Type ChatCompletionResponseFormatType `json:"type,omitempty"`
}
// ChatCompletionRequest represents a request structure for chat completion API.
type ChatCompletionRequest struct {
Model string `json:"model"`
Messages []ChatCompletionMessage `json:"messages"`
MaxTokens int `json:"max_tokens,omitempty"`
Temperature float32 `json:"temperature,omitempty"`
TopP float32 `json:"top_p,omitempty"`
N int `json:"n,omitempty"`
Stream bool `json:"stream,omitempty"`
Stop []string `json:"stop,omitempty"`
PresencePenalty float32 `json:"presence_penalty,omitempty"`
ResponseFormat *ChatCompletionResponseFormat `json:"response_format,omitempty"`
Seed *int `json:"seed,omitempty"`
FrequencyPenalty float32 `json:"frequency_penalty,omitempty"`
// LogitBias is must be a token id string (specified by their token ID in the tokenizer), not a word string.
// incorrect: `"logit_bias":{"You": 6}`, correct: `"logit_bias":{"1639": 6}`
// refs: https://platform.openai.com/docs/api-reference/chat/create#chat/create-logit_bias
LogitBias map[string]int `json:"logit_bias,omitempty"`
User string `json:"user,omitempty"`
// Deprecated: use Tools instead.
Functions []FunctionDefinition `json:"functions,omitempty"`
// Deprecated: use ToolChoice instead.
FunctionCall any `json:"function_call,omitempty"`
Tools []Tool `json:"tools,omitempty"`
// This can be either a string or an ToolChoice object.
ToolChoice any `json:"tool_choice,omitempty"`
}
type ToolType string
const (
ToolTypeFunction ToolType = "function"
)
type Tool struct {
Type ToolType `json:"type"`
Function FunctionDefinition `json:"function,omitempty"`
}
type ToolChoice struct {
Type ToolType `json:"type"`
Function ToolFunction `json:"function,omitempty"`
}
type ToolFunction struct {
Name string `json:"name"`
}
type FunctionDefinition struct {
Name string `json:"name"`
Description string `json:"description,omitempty"`
// Parameters is an object describing the function.
// You can pass json.RawMessage to describe the schema,
// or you can pass in a struct which serializes to the proper JSON schema.
// The jsonschema package is provided for convenience, but you should
// consider another specialized library if you require more complex schemas.
Parameters any `json:"parameters"`
}
// Deprecated: use FunctionDefinition instead.
type FunctionDefine = FunctionDefinition
type FinishReason string
const (
FinishReasonStop FinishReason = "stop"
FinishReasonLength FinishReason = "length"
FinishReasonFunctionCall FinishReason = "function_call"
FinishReasonToolCalls FinishReason = "tool_calls"
FinishReasonContentFilter FinishReason = "content_filter"
FinishReasonNull FinishReason = "null"
)
func (r FinishReason) MarshalJSON() ([]byte, error) {
if r == FinishReasonNull || r == "" {
return []byte("null"), nil
}
return []byte(`"` + string(r) + `"`), nil // best effort to not break future API changes
}
type ChatCompletionChoice struct {
Index int `json:"index"`
Message ChatCompletionMessage `json:"message"`
// FinishReason
// stop: API returned complete message,
// or a message terminated by one of the stop sequences provided via the stop parameter
// length: Incomplete model output due to max_tokens parameter or token limit
// function_call: The model decided to call a function
// content_filter: Omitted content due to a flag from our content filters
// null: API response still in progress or incomplete
FinishReason FinishReason `json:"finish_reason"`
}
// ChatCompletionResponse represents a response structure for chat completion API.
type ChatCompletionResponse struct {
ID string `json:"id"`
Object string `json:"object"`
Created int64 `json:"created"`
Model string `json:"model"`
Choices []ChatCompletionChoice `json:"choices"`
Usage Usage `json:"usage"`
SystemFingerprint string `json:"system_fingerprint"`
httpHeader
}
// CreateChatCompletion — API call to Create a completion for the chat message.
func (c *Client) CreateChatCompletion(
ctx context.Context,
request ChatCompletionRequest,
) (response ChatCompletionResponse, err error) {
if request.Stream {
err = ErrChatCompletionStreamNotSupported
return
}
urlSuffix := chatCompletionsSuffix
if !checkEndpointSupportsModel(urlSuffix, request.Model) {
err = ErrChatCompletionInvalidModel
return
}
req, err := c.newRequest(ctx, http.MethodPost, c.fullURL(urlSuffix, request.Model), withBody(request))
if err != nil {
return
}
err = c.sendRequest(req, &response)
return
}