// // 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" "mime/multipart" "net/http" "os" "path/filepath" "ragflow/internal/common" "strconv" "strings" ) type FunASR struct { baseModel BaseModel } func NewFunASRModel(baseURL map[string]string, urlSuffix URLSuffix) *FunASR { return &FunASR{ baseModel: BaseModel{ BaseURL: baseURL, URLSuffix: urlSuffix, httpClient: NewDriverHTTPClient(), }, } } func (f *FunASR) NewInstance(baseURL map[string]string) ModelDriver { return NewFunASRModel(baseURL, f.baseModel.URLSuffix) } func (f *FunASR) Name() string { return "funasr" } func (f *FunASR) ChatWithMessages(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig, modelUsage *common.ModelUsage) (*ChatResponse, error) { return nil, fmt.Errorf("%s no such method", f.Name()) } func (f *FunASR) ChatStreamlyWithSender(modelName string, messages []Message, apiConfig *APIConfig, modelConfig *ChatConfig, modelUsage *common.ModelUsage, sender func(*string, *string) error) error { return fmt.Errorf("%s no such method", f.Name()) } func (f *FunASR) Embed(modelName *string, texts []string, apiConfig *APIConfig, embeddingConfig *EmbeddingConfig, modelUsage *common.ModelUsage) ([]EmbeddingData, error) { return nil, fmt.Errorf("%s no such method", f.Name()) } func (f *FunASR) Rerank(modelName *string, query string, documents []string, apiConfig *APIConfig, rerankConfig *RerankConfig, modelUsage *common.ModelUsage) (*RerankResponse, error) { return nil, fmt.Errorf("%s no such method", f.Name()) } func (f *FunASR) TranscribeAudio(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, modelUsage *common.ModelUsage) (*ASRResponse, error) { if err := f.baseModel.APIConfigCheck(apiConfig); err != nil { return nil, err } if file == nil || *file == "" { return nil, fmt.Errorf("file is missing") } resolvedBaseURL, err := f.baseModel.GetBaseURL(apiConfig) if err != nil { return nil, err } url := fmt.Sprintf("%s/%s", resolvedBaseURL, f.baseModel.URLSuffix.ASR) // multipart body var body bytes.Buffer writer := multipart.NewWriter(&body) audioFile, err := os.Open(*file) if err != nil { return nil, fmt.Errorf("failed to open audio file: %w", err) } defer audioFile.Close() // create multipart file field part, err := writer.CreateFormFile( "file", filepath.Base(*file), ) if err != nil { return nil, fmt.Errorf("failed to create multipart file: %w", err) } // copy file content if _, err = io.Copy(part, audioFile); err != nil { return nil, fmt.Errorf("failed to copy audio data: %w", err) } // model field if err := writer.WriteField("model", *modelName); err != nil { return nil, fmt.Errorf("failed to write model field: %w", err) } // extra params if asrConfig != nil && asrConfig.Params != nil { for key, value := range asrConfig.Params { var val string switch v := value.(type) { case string: val = v case bool: val = strconv.FormatBool(v) case int: val = strconv.Itoa(v) case int64: val = strconv.FormatInt(v, 10) case float32: val = strconv.FormatFloat(float64(v), 'f', -1, 32) case float64: val = strconv.FormatFloat(v, 'f', -1, 64) default: val = fmt.Sprintf("%v", v) } if err = writer.WriteField(key, val); err != nil { return nil, fmt.Errorf("failed to write field %s: %w", key, err) } } } if err = writer.Close(); err != nil { return nil, fmt.Errorf("failed to close multipart writer: %w", err) } // build request ctx, cancel := context.WithTimeout(context.Background(), longOpCallTimeout) defer cancel() req, err := http.NewRequestWithContext(ctx, "POST", url, &body) if err != nil { return nil, fmt.Errorf("failed to create request: %w", err) } req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey)) req.Header.Set("Content-Type", writer.FormDataContentType()) req.Header.Set("Accept", "application/json") // send request resp, err := f.baseModel.httpClient.Do(req) if err != nil { return nil, fmt.Errorf("failed to send request: %w", err) } defer resp.Body.Close() respBody, 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("FunASR error: %s - %s", resp.Status, string(respBody)) } var result struct { Text string `json:"text"` } if err = json.Unmarshal(respBody, &result); err != nil { return nil, fmt.Errorf("failed to unmarshal response: %w, body=%s", err, string(respBody)) } return &ASRResponse{Text: result.Text}, nil } func (f *FunASR) TranscribeAudioWithSender(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, modelUsage *common.ModelUsage, sender func(*string, *string) error) error { return fmt.Errorf("%s no such method", f.Name()) } func (f *FunASR) AudioSpeech(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, modelUsage *common.ModelUsage) (*TTSResponse, error) { return nil, fmt.Errorf("%s no such method", f.Name()) } func (f *FunASR) AudioSpeechWithSender(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, modelUsage *common.ModelUsage, sender func(*string, *string) error) error { return fmt.Errorf("%s no such method", f.Name()) } func (f *FunASR) OCRFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, ocrConfig *OCRConfig, modelUsage *common.ModelUsage) (*OCRFileResponse, error) { return nil, fmt.Errorf("%s no such method", f.Name()) } func (f *FunASR) ParseFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, parseFileConfig *ParseFileConfig, modelUsage *common.ModelUsage) (*ParseFileResponse, error) { return nil, fmt.Errorf("%s no such method", f.Name()) } func (f *FunASR) ListModels(apiConfig *APIConfig) ([]ListModelResponse, error) { if err := f.baseModel.APIConfigCheck(apiConfig); err != nil { return nil, err } apiKey := strings.TrimSpace(*apiConfig.ApiKey) resolvedBaseURL, err := f.baseModel.GetBaseURL(apiConfig) if err != nil { return nil, err } url := fmt.Sprintf("%s/%s", resolvedBaseURL, f.baseModel.URLSuffix.Models) ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout) defer cancel() req, err := http.NewRequestWithContext(ctx, "GET", url, nil) if err != nil { return nil, fmt.Errorf("failed to create request: %w", err) } req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", apiKey)) req.Header.Set("Accept", "application/json") resp, err := f.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)) } 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") } models := ParseListModel(modelList) if len(models) == 0 { return nil, fmt.Errorf("invalid models list format") } return models, nil } func (f *FunASR) Balance(apiConfig *APIConfig) (map[string]interface{}, error) { return nil, fmt.Errorf("%s no such method", f.Name()) } func (f *FunASR) CheckConnection(apiConfig *APIConfig) error { _, err := f.ListModels(apiConfig) return err } func (f *FunASR) ListTasks(apiConfig *APIConfig) ([]ListTaskStatus, error) { return nil, fmt.Errorf("%s no such method", f.Name()) } func (f *FunASR) ShowTask(taskID string, apiConfig *APIConfig) (*TaskResponse, error) { return nil, fmt.Errorf("%s no such method", f.Name()) }