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efa32a2677
When enabling grammar with functions, it might be useful to
allow more flexibility to support models that are fine-tuned against returning
function calls of the form of { "name": "function_name", "arguments" {...} }
rather then { "function": "function_name", "arguments": {..} }.
This might call out to a more generic approach later on, but for the moment being we can easily support both
as we have just to specific different types.
If needed we can expand on this later on
Signed-off-by: mudler <mudler@localai.io>
156 lines
4.4 KiB
Go
156 lines
4.4 KiB
Go
package schema
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import (
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"context"
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functions "github.com/go-skynet/LocalAI/pkg/functions"
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)
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// APIError provides error information returned by the OpenAI API.
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type APIError struct {
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Code any `json:"code,omitempty"`
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Message string `json:"message"`
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Param *string `json:"param,omitempty"`
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Type string `json:"type"`
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}
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type ErrorResponse struct {
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Error *APIError `json:"error,omitempty"`
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}
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type OpenAIUsage struct {
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PromptTokens int `json:"prompt_tokens"`
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CompletionTokens int `json:"completion_tokens"`
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TotalTokens int `json:"total_tokens"`
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}
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type Item struct {
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Embedding []float32 `json:"embedding"`
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Index int `json:"index"`
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Object string `json:"object,omitempty"`
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// Images
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URL string `json:"url,omitempty"`
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B64JSON string `json:"b64_json,omitempty"`
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}
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type OpenAIResponse struct {
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Created int `json:"created,omitempty"`
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Object string `json:"object,omitempty"`
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ID string `json:"id,omitempty"`
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Model string `json:"model,omitempty"`
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Choices []Choice `json:"choices,omitempty"`
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Data []Item `json:"data,omitempty"`
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Usage OpenAIUsage `json:"usage"`
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}
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type Choice struct {
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Index int `json:"index"`
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FinishReason string `json:"finish_reason"`
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Message *Message `json:"message,omitempty"`
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Delta *Message `json:"delta,omitempty"`
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Text string `json:"text,omitempty"`
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}
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type Content struct {
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Type string `json:"type" yaml:"type"`
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Text string `json:"text" yaml:"text"`
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ImageURL ContentURL `json:"image_url" yaml:"image_url"`
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}
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type ContentURL struct {
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URL string `json:"url" yaml:"url"`
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}
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type Message struct {
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// The message role
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Role string `json:"role,omitempty" yaml:"role"`
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// The message name (used for tools calls)
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Name string `json:"name,omitempty" yaml:"name"`
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// The message content
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Content interface{} `json:"content" yaml:"content"`
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StringContent string `json:"string_content,omitempty" yaml:"string_content,omitempty"`
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StringImages []string `json:"string_images,omitempty" yaml:"string_images,omitempty"`
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// A result of a function call
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FunctionCall interface{} `json:"function_call,omitempty" yaml:"function_call,omitempty"`
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ToolCalls []ToolCall `json:"tool_calls,omitempty" yaml:"tool_call,omitempty"`
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}
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type ToolCall struct {
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Index int `json:"index"`
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ID string `json:"id"`
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Type string `json:"type"`
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FunctionCall FunctionCall `json:"function"`
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}
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type FunctionCall struct {
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Name string `json:"name,omitempty"`
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Arguments string `json:"arguments"`
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}
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type OpenAIModel struct {
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ID string `json:"id"`
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Object string `json:"object"`
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}
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type ChatCompletionResponseFormatType string
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type ChatCompletionResponseFormat struct {
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Type ChatCompletionResponseFormatType `json:"type,omitempty"`
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}
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type OpenAIRequest struct {
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PredictionOptions
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Context context.Context `json:"-"`
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Cancel context.CancelFunc `json:"-"`
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// whisper
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File string `json:"file" validate:"required"`
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//whisper/image
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ResponseFormat ChatCompletionResponseFormat `json:"response_format"`
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// image
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Size string `json:"size"`
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// Prompt is read only by completion/image API calls
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Prompt interface{} `json:"prompt" yaml:"prompt"`
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// Edit endpoint
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Instruction string `json:"instruction" yaml:"instruction"`
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Input interface{} `json:"input" yaml:"input"`
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Stop interface{} `json:"stop" yaml:"stop"`
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// Messages is read only by chat/completion API calls
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Messages []Message `json:"messages" yaml:"messages"`
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// A list of available functions to call
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Functions functions.Functions `json:"functions" yaml:"functions"`
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FunctionCall interface{} `json:"function_call" yaml:"function_call"` // might be a string or an object
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Tools []functions.Tool `json:"tools,omitempty" yaml:"tools"`
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ToolsChoice interface{} `json:"tool_choice,omitempty" yaml:"tool_choice"`
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Stream bool `json:"stream"`
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// Image (not supported by OpenAI)
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Mode int `json:"mode"`
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Step int `json:"step"`
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// A grammar to constrain the LLM output
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Grammar string `json:"grammar" yaml:"grammar"`
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JSONFunctionGrammarObject *functions.JSONFunctionStructureFunction `json:"grammar_json_functions" yaml:"grammar_json_functions"`
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JSONFunctionGrammarObjectName *functions.JSONFunctionStructureName `json:"grammar_json_name" yaml:"grammar_json_name"`
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Backend string `json:"backend" yaml:"backend"`
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// AutoGPTQ
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ModelBaseName string `json:"model_base_name" yaml:"model_base_name"`
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}
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