package vertexai import ( "net/http" "net/url" "strconv" "strings" "github.com/gin-gonic/gin" "github.com/pkg/errors" "github.com/songquanpeng/one-api/common/ctxkey" "github.com/songquanpeng/one-api/relay/adaptor/gemini" "github.com/songquanpeng/one-api/relay/adaptor/openai" "github.com/songquanpeng/one-api/relay/relaymode" "github.com/songquanpeng/one-api/relay/meta" "github.com/songquanpeng/one-api/relay/model" ) var ModelList = []string{ "gemini-pro", "gemini-pro-vision", "gemini-exp-1206", "gemini-1.5-pro-001", "gemini-1.5-pro-002", "gemini-1.5-flash-001", "gemini-1.5-flash-002", "gemini-2.0-flash-exp", "gemini-2.0-flash-001", "gemini-2.0-flash-lite-preview-02-05", "gemini-2.0-flash-thinking-exp-01-21", } type Adaptor struct { } func (a *Adaptor) parseGeminiChatGenerationThinking(model string) (string, *gemini.ThinkingConfig) { thinkingConfig := &gemini.ThinkingConfig{ IncludeThoughts: false, ThinkingBudget: 0, } modelName := model if strings.Contains(model, "?") { parts := strings.Split(model, "?") _modelName := parts[0] if len(parts) >= 2 { modelOptions, err := url.ParseQuery(parts[1]) if err == nil && modelOptions != nil { modelName = _modelName hasThinkingFlag := modelOptions.Has("thinking") if hasThinkingFlag { thinkingConfig.IncludeThoughts = modelOptions.Get("thinking") == "1" } thinkingBudget := modelOptions.Get("thinking_budget") if thinkingBudget != "" { thinkingBudgetInt, err := strconv.Atoi(thinkingBudget) if err == nil { thinkingConfig.ThinkingBudget = thinkingBudgetInt } } } } } if strings.HasPrefix(modelName, "gemini-2.5") { // 目前2.5的模型支持传递thinking config,且默认开启了thinking,不希望进入thinking模式需要显式传递thinkingConfig来关闭 return modelName, thinkingConfig } else { // 其他模型暂时不支持 if thinkingConfig != nil && (thinkingConfig.IncludeThoughts || thinkingConfig.ThinkingBudget > 0) { // 为了后续一旦有其他模型支持了thinking,这里指定可以指定参数开启 return modelName, thinkingConfig } return modelName, nil } } func (a *Adaptor) ConvertRequest(c *gin.Context, relayMode int, request *model.GeneralOpenAIRequest) (any, error) { if request == nil { return nil, errors.New("request is nil") } modelName, thinkingConfig := a.parseGeminiChatGenerationThinking(request.Model) request.Model = modelName geminiRequest := gemini.ConvertRequest(*request) if thinkingConfig != nil { geminiRequest.GenerationConfig.ThinkingConfig = thinkingConfig } c.Set(ctxkey.RequestModel, modelName) c.Set(ctxkey.ConvertedRequest, geminiRequest) return geminiRequest, nil } func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, meta *meta.Meta) (usage *model.Usage, err *model.ErrorWithStatusCode) { if meta.IsStream { var responseText string err, responseText = gemini.StreamHandler(c, resp) usage = openai.ResponseText2Usage(responseText, meta.ActualModelName, meta.PromptTokens) } else { switch meta.Mode { case relaymode.Embeddings: err, usage = gemini.EmbeddingHandler(c, resp) default: err, usage = gemini.Handler(c, resp, meta.PromptTokens, meta.ActualModelName) } } return }