aispec

package
v1.3.5-alpha0828 Latest Latest
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 Go to latest Published: Aug 28, 2024 License: AGPL-3.0 Imports: 23 Imported by: 0

Documentation

Index

Constants

This section is empty.

Variables

This section is empty.

Functions

func ChatBase 

func ChatBase(url string, model string, msg string, fs []Function, opt func() ([]poc.PocConfigOption, error), streamHandler func(io.Reader)) (string, error)

func ChatBasedExtractData 

func ChatBasedExtractData(url string, model string, msg string, fields map[string]any, opt func() ([]poc.PocConfigOption, error), streamHandler func(io.Reader)) (map[string]any, error)

func ChatWithStream 

func ChatWithStream(url string, model string, msg string, opt func() ([]poc.PocConfigOption, error)) (io.Reader, error)

func DetailsToString 

func DetailsToString(details []ChatDetail) string

func ExtractDataBase 

func ExtractDataBase(
	url string, model string, input string,
	description string, paramRaw map[string]any,
	opt func() ([]poc.PocConfigOption, error),
	streamHandler func(io.Reader),
) (map[string]any, error)

func ExtractFromResult 

func ExtractFromResult(result string, fields map[string]any) (map[string]any, error)

func Register 

func Register(name string, gateway func() AIClient)

func RegisteredAIGateways added in v1.3.3 

func RegisteredAIGateways() []string

Types

type AIClient 

type AIClient interface {
	Chatter
	FunctionCaller
	Configurable
}

func Lookup 

func Lookup(name string) (AIClient, bool)

type AIConfig 

type AIConfig struct {
	// gateway network config
	BaseURL string
	Domain  string `app:"name:domain,verbose:第三方加速域名,id:4"`
	NoHttps bool   `app:"name:no_https,verbose:NoHttps,desc:是否禁用使用https请求api,id:3"`

	// basic model
	Model    string  `app:"name:model,verbose:模型名称,id:2"`
	Timeout  float64 // `app:"name:请求超时时长"`
	Deadline time.Time

	APIKey        string `app:"name:api_key,verbose:ApiKey,desc:APIKey / Token,required:true,id:1"`
	Proxy         string `app:"name:proxy,verbose:代理地址,id:5"`
	StreamHandler func(io.Reader)
	Type          string

	FunctionCallRetryTimes int
}

func NewDefaultAIConfig 

func NewDefaultAIConfig(opts ...AIConfigOption) *AIConfig

type AIConfigOption 

type AIConfigOption func(*AIConfig)

func WithAPIKey 

func WithAPIKey(k string) AIConfigOption

func WithBaseURL 

func WithBaseURL(baseURL string) AIConfigOption

func WithDebugStream 

func WithDebugStream(h ...bool) AIConfigOption

func WithDomain 

func WithDomain(domain string) AIConfigOption

func WithFunctionCallRetryTimes added in v1.3.3 

func WithFunctionCallRetryTimes(times int) AIConfigOption

func WithModel 

func WithModel(model string) AIConfigOption

func WithNoHttps 

func WithNoHttps(b bool) AIConfigOption

func WithProxy 

func WithProxy(p string) AIConfigOption

func WithStreamAndConfigHandler 

func WithStreamAndConfigHandler(h func(reader io.Reader, cfg *AIConfig)) AIConfigOption

func WithStreamHandler 

func WithStreamHandler(h func(io.Reader)) AIConfigOption

func WithTimeout 

func WithTimeout(timeout float64) AIConfigOption

func WithType 

func WithType(t string) AIConfigOption

type ChatChoice 

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

func ChatExBase 

func ChatExBase(url string, model string, details []ChatDetail, function []Function, opt func() ([]poc.PocConfigOption, error), streamHandler func(closer io.Reader)) ([]ChatChoice, error)

type ChatCompletion 

type ChatCompletion struct {
	ID      string       `json:"id"`
	Object  string       `json:"object"`
	Created int64        `json:"created"`
	Choices []ChatChoice `json:"choices"`
	Usage   ChatUsage    `json:"usage"`
	Error   *ChatError   `json:"error,omitempty"`
}

type ChatDetail 

type ChatDetail struct {
	Role         string        `json:"role"`
	Name         string        `json:"name,omitempty"`
	Content      string        `json:"content"`
	ToolCalls    []*ToolCall   `json:"tool_calls,omitempty"`
	ToolCallID   string        `json:"tool_call_id,omitempty"`
	FunctionCall *FunctionCall `json:"function_call,omitempty"`
}

func NewAIChatDetail 

func NewAIChatDetail(content string) ChatDetail

assistantMessage 根据传入的内容构造并返回一个 OpenAI 助手信息 Example: ``` d = openai.ChatEx( [ openai.userMessage("What is the weather like today?"), openai.assistantMessage("72 degrees and sunny."), openai.userMessage("What will the temperature be tomorrow?"), ], )~ ```

func NewSystemChatDetail 

func NewSystemChatDetail(content string) ChatDetail

systemMessage 根据传入的内容构造并返回一个 OpenAI 系统信息 Example: ``` d = openai.ChatEx( [ openai.systemMessage("The weather in Boston is 72 degrees and sunny."), openai.userMessage("What is the weather like today?"), ], )~ ```

func NewToolChatDetail 

func NewToolChatDetail(name, content string) ChatDetail

toolMessage 根据传入的函数名,内容构造并返回一个 OpenAI 工具信息，用于指示工具返回结果 Example: ``` session = openai.NewSession( openai.proxy("http://127.0.0.1:7890") ) result = session.Chat(openai.userMessage("What is the weather like in Boston?"), openai.newFunction( "get_current_weather", "Get the current weather in a given location", openai.functionProperty("location", "string", "The city and state, e.g. San Francisco, CA"), openai.functionRequired("location"), ), )~ result = session.Chat(openai.toolMessage("get_current_weather", `{"degree":72,"weather":"sunny"}`))~ println(result.String()) ```

func NewToolChatDetailWithID 

func NewToolChatDetailWithID(id, name, content string) ChatDetail

toolMessageWithID 根据传入的ID,函数名,内容构造并返回一个 OpenAI 工具信息，用于指示工具返回结果 Example: ``` session = openai.NewSession( openai.proxy("http://127.0.0.1:7890") ) result = session.Chat(openai.userMessage("What is the weather like in Boston?"), openai.newFunction( "get_current_weather", "Get the current weather in a given location", openai.functionProperty("location", "string", "The city and state, e.g. San Francisco, CA"), openai.functionRequired("location"), ), )~ result = session.Chat(openai.toolMessage("get_current_weather", `{"degree":72,"weather":"sunny"}`))~ println(result.String()) ```

func NewUserChatDetail 

func NewUserChatDetail(content string) ChatDetail

userMessage 根据传入的内容构造并返回一个 OpenAI 用户信息 Example: ``` d = openai.ChatEx( [ openai.systemMessage("The weather in Boston is 72 degrees and sunny."), openai.userMessage("What is the weather like today?"), ], )~ ```

type ChatDetails 

type ChatDetails []ChatDetail

func (ChatDetails) ChatMessages 

func (details ChatDetails) ChatMessages() []ChatDetail

ChatMessages 返回一个 ChatDetail 切片 Example: ``` d = openai.ChatEx( [ openai.userMessage("What is the weather like today?"), openai.assistantMessage("72 degrees and sunny."), openai.userMessage("What will the temperature be tomorrow?"), ], )~ println(d.ChatMessages()) ```

func (ChatDetails) FirstString 

func (details ChatDetails) FirstString() string

String 返回第一个消息 Example: ``` d = openai.ChatEx( [ openai.userMessage("What is the weather like today?"), openai.assistantMessage("72 degrees and sunny."), openai.userMessage("What will the temperature be tomorrow?"), ], )~ println(d.String()) ```

func (ChatDetails) FunctionCallResult 

func (details ChatDetails) FunctionCallResult() map[string]any

FunctionCallResult 返回函数调用的结果 Example: ``` d = openai.ChatEx( [ openai.userMessage("What is the weather like in Boston?") ], openai.newFunction( "get_current_weather", "Get the current weather in a given location", openai.functionProperty("location", "string", "The city and state, e.g. San Francisco, CA"), openai.functionRequired("location"), ), openai.proxy("http://127.0.0.1:7890"), )~ println(d.FunctionCallResult()) ```

func (ChatDetails) String 

func (details ChatDetails) String() string

String 返回消息切片中包含的所有消息 Example: ``` d = openai.ChatEx( [ openai.userMessage("What is the weather like today?"), openai.assistantMessage("72 degrees and sunny."), openai.userMessage("What will the temperature be tomorrow?"), ], )~ println(d.String()) ```

type ChatError 

type ChatError struct {
	Message string `json:"message"`
	Type    string `json:"type"`
	Param   string `json:"param"`
	Code    string `json:"code"`
}

type ChatMessage 

type ChatMessage struct {
	Model    string       `json:"model"`
	Messages []ChatDetail `json:"messages"`
	Tools    []Tool       `json:"tools,omitempty"`
	Stream   bool         `json:"stream"`
}

func NewChatMessage 

func NewChatMessage(model string, messages []ChatDetail, funcs ...Function) *ChatMessage

type ChatUsage 

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

type Chatter 

type Chatter interface {
	Chat(string, ...Function) (string, error)
	ChatEx([]ChatDetail, ...Function) ([]ChatChoice, error)
	ChatStream(string) (io.Reader, error)
}

type Configurable 

type Configurable interface {
	LoadOption(opt ...AIConfigOption)
	BuildHTTPOptions() ([]poc.PocConfigOption, error)
	CheckValid() error
}

type FuncReturn 

type FuncReturn struct {
	Name      string `json:"name"`
	Arguments string `json:"arguments"`
}

type Function 

type Function struct {
	Name        string     `json:"name"`
	Description string     `json:"description"`
	Parameters  Parameters `json:"parameters"`
}

type FunctionCall 

type FunctionCall struct {
	Name      string `json:"name"`
	Arguments string `json:"arguments"`
}

! 已弃用

type FunctionCaller 

type FunctionCaller interface {
	ExtractData(data string, desc string, fields map[string]any) (map[string]any, error)
}

type Parameters 

type Parameters struct {
	Type       string              `json:"type"`
	Properties map[string]Property `json:"properties"`
	Required   []string            `json:"required"`
}

type Property 

type Property struct {
	Type        string   `json:"type"`
	Description string   `json:"description"`
	Enum        []string `json:"enum,omitempty"`
}

type Tool 

type Tool struct {
	Type     string   `json:"type"`
	Function Function `json:"function"`
}

type ToolCall 

type ToolCall struct {
	ID       string     `json:"id"`
	Type     string     `json:"type"`
	Function FuncReturn `json:"function"`
}

Source Files

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