// // Copyright 2026 The InfiniFlow Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. // package models import ( "bytes" "context" "encoding/json" "fmt" "io" "net/http" "ragflow/internal/common" ) type OrcaRouterModel struct { baseModel BaseModel } func NewOrcaRouterModel(baseURL map[string]string, urlSuffix URLSuffix) *OrcaRouterModel { return &OrcaRouterModel{ baseModel: BaseModel{ BaseURL: baseURL, URLSuffix: urlSuffix, httpClient: NewDriverHTTPClient(), }, } } func (o *OrcaRouterModel) NewInstance(baseURL map[string]string) ModelDriver { return NewOrcaRouterModel(baseURL, o.baseModel.URLSuffix) } func (o *OrcaRouterModel) Name() string { return "orcarouter" } func (o *OrcaRouterModel) ChatWithMessages(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig) (*ChatResponse, error) { if err := o.baseModel.APIConfigCheck(apiConfig); err != nil { return nil, err } if len(messages) == 0 { return nil, fmt.Errorf("messages is empty") } resolvedBaseURL, err := o.baseModel.GetBaseURL(apiConfig) if err != nil { return nil, err } url := fmt.Sprintf("%s/%s", resolvedBaseURL, o.baseModel.URLSuffix.Chat) // Convert messages to API format apiMessages := make([]map[string]interface{}, len(messages)) for i, msg := range messages { apiMessages[i] = map[string]interface{}{ "role": msg.Role, "content": msg.Content, } } // Build request body reqBody := map[string]interface{}{ "model": modelName, "messages": apiMessages, "stream": false, "temperature": 1, } if chatModelConfig != nil { if chatModelConfig.Temperature != nil { reqBody["temperature"] = *chatModelConfig.Temperature } if chatModelConfig.MaxTokens != nil { reqBody["max_tokens"] = *chatModelConfig.MaxTokens } if chatModelConfig.Stream != nil { reqBody["stream"] = *chatModelConfig.Stream } if chatModelConfig.TopP != nil { reqBody["top_p"] = *chatModelConfig.TopP } // TODO gpt and claude if chatModelConfig.Effort != nil { reqBody["reasoning_effort"] = *chatModelConfig.Effort } } jsonData, err := json.Marshal(reqBody) if err != nil { return nil, fmt.Errorf("failed to marshal request: %w", err) } ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout) defer cancel() req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonData)) if err != nil { return nil, fmt.Errorf("failed to create request: %w", err) } req.Header.Add("Content-Type", "application/json") req.Header.Add("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey)) resp, err := o.baseModel.httpClient.Do(req) if err != nil { return nil, fmt.Errorf("failed to send request: %w", err) } defer resp.Body.Close() body, err := io.ReadAll(resp.Body) if err != nil { return nil, fmt.Errorf("failed to read response body: %w", err) } if resp.StatusCode != http.StatusOK { return nil, fmt.Errorf("failed to send request: %d %s", resp.StatusCode, string(body)) } // Parse response var result map[string]interface{} if err := json.Unmarshal(body, &result); err != nil { return nil, fmt.Errorf("failed to unmarshal response: %w", err) } choices, ok := result["choices"].([]interface{}) if !ok { return nil, fmt.Errorf("no choices in response") } firstChoice, ok := choices[0].(map[string]interface{}) if !ok { return nil, fmt.Errorf("no choices in response") } messageMap, ok := firstChoice["message"].(map[string]interface{}) if !ok { return nil, fmt.Errorf("no message in response") } content, ok := messageMap["content"].(string) if !ok { return nil, fmt.Errorf("no message in response") } // baichuan not support think emptyReason := "" chatResponse := &ChatResponse{ Answer: &content, ReasonContent: &emptyReason, } return chatResponse, nil } func (o *OrcaRouterModel) ChatStreamlyWithSender(modelName string, messages []Message, apiConfig *APIConfig, modelConfig *ChatConfig, sender func(*string, *string) error) error { if err := o.baseModel.APIConfigCheck(apiConfig); err != nil { return err } if len(messages) == 0 { return fmt.Errorf("messages is empty") } resolvedBaseURL, err := o.baseModel.GetBaseURL(apiConfig) if err != nil { return err } url := fmt.Sprintf("%s/%s", resolvedBaseURL, o.baseModel.URLSuffix.Chat) // Convert messages to API format apiMessages := make([]map[string]interface{}, len(messages)) for i, msg := range messages { apiMessages[i] = map[string]interface{}{ "role": msg.Role, "content": msg.Content, } } reqBody := map[string]interface{}{ "model": modelName, "messages": apiMessages, "stream": true, "temperature": 1, } if modelConfig != nil { if modelConfig.Stream != nil { reqBody["stream"] = *modelConfig.Stream } if modelConfig.MaxTokens != nil { reqBody["max_tokens"] = *modelConfig.MaxTokens } if modelConfig.Temperature != nil { reqBody["temperature"] = *modelConfig.Temperature } if modelConfig.TopP != nil { reqBody["top_p"] = *modelConfig.TopP } if modelConfig.Stop != nil { reqBody["stop"] = *modelConfig.Stop } } jsonData, err := json.Marshal(reqBody) if err != nil { return fmt.Errorf("failed to marshal request: %w", err) } ctx, cancel := context.WithTimeout(context.Background(), streamCallTimeout) defer cancel() req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonData)) if err != nil { return fmt.Errorf("failed to create request: %w", err) } req.Header.Set("Content-Type", "application/json") req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey)) resp, err := o.baseModel.httpClient.Do(req) if err != nil { return fmt.Errorf("failed to send request: %w", err) } defer resp.Body.Close() if resp.StatusCode != http.StatusOK { body, _ := io.ReadAll(resp.Body) return fmt.Errorf("invalid status code: %d, body: %s", resp.StatusCode, string(body)) } // SSE parsing: read line by line sawTerminal := false done, err := ParseSSEStream[map[string]interface{}](resp.Body, func(event map[string]interface{}) error { common.Info(fmt.Sprintf("%v", event)) choices, ok := event["choices"].([]interface{}) if !ok || len(choices) == 0 { return nil } firstChoice, ok := choices[0].(map[string]interface{}) if !ok { return nil } delta, ok := firstChoice["delta"].(map[string]interface{}) if !ok { return nil } content, ok := delta["content"].(string) if ok && content != "" { if err := sender(&content, nil); err != nil { return err } } finishReason, ok := firstChoice["finish_reason"].(string) if ok && finishReason != "" { sawTerminal = true } return nil }) if err != nil { return fmt.Errorf("failed to scan response body: %w", err) } _ = done _ = sawTerminal // Send [DONE] marker for OpenAI compatibility endOfStream := "[DONE]" if err = sender(&endOfStream, nil); err != nil { return err } return nil } func (o *OrcaRouterModel) Embed(modelName *string, texts []string, apiConfig *APIConfig, embeddingConfig *EmbeddingConfig) ([]EmbeddingData, error) { return nil, fmt.Errorf("%s no such method", o.Name()) } func (o *OrcaRouterModel) Rerank(modelName *string, query string, documents []string, apiConfig *APIConfig, rerankConfig *RerankConfig) (*RerankResponse, error) { return nil, fmt.Errorf("%s no such method", o.Name()) } func (o *OrcaRouterModel) TranscribeAudio(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig) (*ASRResponse, error) { return nil, fmt.Errorf("%s no such method", o.Name()) } func (o *OrcaRouterModel) TranscribeAudioWithSender(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, sender func(*string, *string) error) error { return fmt.Errorf("%s no such method", o.Name()) } func (o *OrcaRouterModel) AudioSpeech(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig) (*TTSResponse, error) { if err := o.baseModel.APIConfigCheck(apiConfig); err != nil { return nil, err } if audioContent == nil || *audioContent == "" { return nil, fmt.Errorf("audio content is empty") } resolvedBaseURL, err := o.baseModel.GetBaseURL(apiConfig) if err != nil { return nil, err } url := fmt.Sprintf("%s/%s", resolvedBaseURL, o.baseModel.URLSuffix.TTS) reqBody := map[string]interface{}{ "model": *modelName, "input": *audioContent, "stream": false, } if ttsConfig != nil && ttsConfig.Params != nil { for key, value := range ttsConfig.Params { reqBody[key] = value } } if ttsConfig != nil && ttsConfig.Format != "" { reqBody["response_format"] = ttsConfig.Format } jsonData, err := json.Marshal(reqBody) if err != nil { return nil, fmt.Errorf("failed to marshal request: %w", err) } ctx, cancel := context.WithTimeout(context.Background(), longOpCallTimeout) defer cancel() req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonData)) if err != nil { return nil, fmt.Errorf("failed to create request: %w", err) } req.Header.Set("Content-Type", "application/json") req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey)) resp, err := o.baseModel.httpClient.Do(req) if err != nil { return nil, fmt.Errorf("failed to send request: %w", err) } defer resp.Body.Close() body, err := io.ReadAll(resp.Body) if err != nil { return nil, fmt.Errorf("failed to read response body: %w", err) } if resp.StatusCode != http.StatusOK { return nil, fmt.Errorf("%s - %s", resp.Status, string(body)) } return &TTSResponse{Audio: body}, nil } func (o *OrcaRouterModel) AudioSpeechWithSender(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, sender func(*string, *string) error) error { return fmt.Errorf("%s no such method", o.Name()) } func (o *OrcaRouterModel) OCRFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, ocrConfig *OCRConfig) (*OCRFileResponse, error) { return nil, fmt.Errorf("%s no such method", o.Name()) } func (o *OrcaRouterModel) ParseFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, parseFileConfig *ParseFileConfig) (*ParseFileResponse, error) { return nil, fmt.Errorf("%s no such method", o.Name()) } func (o *OrcaRouterModel) ListModels(apiConfig *APIConfig) ([]ListModelResponse, error) { if err := o.baseModel.APIConfigCheck(apiConfig); err != nil { return nil, err } resolvedBaseURL, err := o.baseModel.GetBaseURL(apiConfig) if err != nil { return nil, err } url := fmt.Sprintf("%s/%s", resolvedBaseURL, o.baseModel.URLSuffix.Models) reqBody := map[string]string{} jsonData, err := json.Marshal(reqBody) if err != nil { return nil, fmt.Errorf("failed to marshal request: %w", err) } ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout) defer cancel() req, err := http.NewRequestWithContext(ctx, "GET", url, bytes.NewBuffer(jsonData)) if err != nil { return nil, fmt.Errorf("failed to create request: %w", err) } req.Header.Set("Content-Type", "application/json") req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey)) resp, err := o.baseModel.httpClient.Do(req) if err != nil { return nil, fmt.Errorf("failed to send request: %w", err) } defer resp.Body.Close() body, err := io.ReadAll(resp.Body) if err != nil { return nil, fmt.Errorf("failed to read response body: %w", err) } if resp.StatusCode != http.StatusOK { return nil, fmt.Errorf("API request failed with status %d: %s", resp.StatusCode, string(body)) } // Parse response // Parse response var modelList ModelList if err = json.Unmarshal(body, &modelList); err != nil { return nil, fmt.Errorf("failed to parse response: %w", err) } if modelList.Models == nil { return nil, fmt.Errorf("invalid models list format") } return ParseListModel(modelList), nil } func (o *OrcaRouterModel) Balance(apiConfig *APIConfig) (map[string]interface{}, error) { return nil, fmt.Errorf("%s no such method", o.Name()) } func (o *OrcaRouterModel) CheckConnection(apiConfig *APIConfig) error { _, err := o.ListModels(apiConfig) return err } func (o *OrcaRouterModel) ListTasks(apiConfig *APIConfig) ([]ListTaskStatus, error) { return nil, fmt.Errorf("%s no such method", o.Name()) } func (o *OrcaRouterModel) ShowTask(taskID string, apiConfig *APIConfig) (*TaskResponse, error) { return nil, fmt.Errorf("%s no such method", o.Name()) }