168 lines
4.0 KiB
Go
168 lines
4.0 KiB
Go
package llm
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import (
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"bytes"
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"context"
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"encoding/json"
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"fmt"
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"io"
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"net/http"
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)
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type OpenAIProvider struct {
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apiKey string
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baseURL string
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model string
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httpClient *http.Client
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}
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func NewOpenAIProvider(apiKey, baseURL, defaultModel string) *OpenAIProvider {
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if baseURL == "" {
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baseURL = "https://api.openai.com/v1"
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}
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if defaultModel == "" {
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defaultModel = "gpt-4o-mini"
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}
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return &OpenAIProvider{
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apiKey: apiKey,
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baseURL: baseURL,
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model: defaultModel,
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httpClient: &http.Client{},
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}
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}
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func (p *OpenAIProvider) Name() string { return "openai" }
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type openAIRequest struct {
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Model string `json:"model"`
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Messages []openAIMessage `json:"messages"`
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Temperature float64 `json:"temperature,omitempty"`
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MaxTokens int `json:"max_tokens,omitempty"`
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Stream bool `json:"stream"`
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}
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type openAIMessage struct {
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Role string `json:"role"`
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Content string `json:"content"`
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}
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type openAIResponse struct {
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ID string `json:"id"`
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Model string `json:"model"`
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Choices []struct {
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Message struct {
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Content string `json:"content"`
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} `json:"message"`
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FinishReason string `json:"finish_reason"`
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} `json:"choices"`
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Usage 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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} `json:"usage"`
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}
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func (p *OpenAIProvider) ChatCompletion(ctx context.Context, req *ChatRequest) (*ChatResponse, error) {
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model := req.Model
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if model == "" {
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model = p.model
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}
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oaiReq := openAIRequest{
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Model: model,
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Messages: toOpenAIMessages(req.Messages),
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Temperature: req.Temperature,
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MaxTokens: req.MaxTokens,
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Stream: false,
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}
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body, err := json.Marshal(oaiReq)
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if err != nil {
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return nil, err
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}
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httpReq, err := http.NewRequestWithContext(ctx, "POST", p.baseURL+"/chat/completions", bytes.NewReader(body))
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if err != nil {
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return nil, err
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}
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httpReq.Header.Set("Authorization", "Bearer "+p.apiKey)
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httpReq.Header.Set("Content-Type", "application/json")
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resp, err := p.httpClient.Do(httpReq)
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if err != nil {
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return nil, fmt.Errorf("openai request failed: %w", err)
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}
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defer resp.Body.Close()
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if resp.StatusCode != http.StatusOK {
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errBody, _ := io.ReadAll(resp.Body)
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return nil, fmt.Errorf("openai error (status %d): %s", resp.StatusCode, string(errBody))
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}
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var oaiResp openAIResponse
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if err := json.NewDecoder(resp.Body).Decode(&oaiResp); err != nil {
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return nil, err
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}
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content := ""
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if len(oaiResp.Choices) > 0 {
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content = oaiResp.Choices[0].Message.Content
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}
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return &ChatResponse{
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Content: content,
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Model: oaiResp.Model,
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PromptTokens: oaiResp.Usage.PromptTokens,
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CompletionTokens: oaiResp.Usage.CompletionTokens,
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TotalTokens: oaiResp.Usage.TotalTokens,
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}, nil
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}
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func (p *OpenAIProvider) ChatStream(ctx context.Context, req *ChatRequest) (io.ReadCloser, error) {
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model := req.Model
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if model == "" {
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model = p.model
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}
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oaiReq := openAIRequest{
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Model: model,
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Messages: toOpenAIMessages(req.Messages),
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Temperature: req.Temperature,
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MaxTokens: req.MaxTokens,
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Stream: true,
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}
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body, err := json.Marshal(oaiReq)
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if err != nil {
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return nil, err
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}
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httpReq, err := http.NewRequestWithContext(ctx, "POST", p.baseURL+"/chat/completions", bytes.NewReader(body))
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if err != nil {
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return nil, err
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}
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httpReq.Header.Set("Authorization", "Bearer "+p.apiKey)
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httpReq.Header.Set("Content-Type", "application/json")
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resp, err := p.httpClient.Do(httpReq)
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if err != nil {
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return nil, fmt.Errorf("openai stream request failed: %w", err)
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}
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if resp.StatusCode != http.StatusOK {
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errBody, _ := io.ReadAll(resp.Body)
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resp.Body.Close()
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return nil, fmt.Errorf("openai error (status %d): %s", resp.StatusCode, string(errBody))
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}
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return resp.Body, nil
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}
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func toOpenAIMessages(msgs []Message) []openAIMessage {
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out := make([]openAIMessage, len(msgs))
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for i, m := range msgs {
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out[i] = openAIMessage{Role: string(m.Role), Content: m.Content}
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}
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return out
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}
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