package task import ( "ragflow/internal/entity/models" ) // stubDriver records the texts passed to Embed for verification. type stubDriver struct { capturedTexts []string } func (d *stubDriver) Embed(modelName *string, texts []string, apiConfig *models.APIConfig, embeddingConfig *models.EmbeddingConfig) ([]models.EmbeddingData, error) { d.capturedTexts = texts result := make([]models.EmbeddingData, len(texts)) for i := range texts { result[i] = models.EmbeddingData{ Embedding: []float64{float64(i), 0.1}, Index: i, TokenCount: len(texts[i]), } } return result, nil } func (d *stubDriver) NewInstance(baseURL map[string]string) models.ModelDriver { return d } func (d *stubDriver) Name() string { return "stub" } func (d *stubDriver) ChatWithMessages(modelName string, messages []models.Message, apiConfig *models.APIConfig, chatModelConfig *models.ChatConfig) (*models.ChatResponse, error) { return nil, nil } func (d *stubDriver) ChatStreamlyWithSender(modelName string, messages []models.Message, apiConfig *models.APIConfig, modelConfig *models.ChatConfig, sender func(*string, *string) error) error { return nil } func (d *stubDriver) Rerank(modelName *string, query string, documents []string, apiConfig *models.APIConfig, rerankConfig *models.RerankConfig) (*models.RerankResponse, error) { return nil, nil } func (d *stubDriver) TranscribeAudio(modelName *string, file *string, apiConfig *models.APIConfig, asrConfig *models.ASRConfig) (*models.ASRResponse, error) { return nil, nil } func (d *stubDriver) TranscribeAudioWithSender(modelName *string, file *string, apiConfig *models.APIConfig, asrConfig *models.ASRConfig, sender func(*string, *string) error) error { return nil } func (d *stubDriver) AudioSpeech(modelName *string, audioContent *string, apiConfig *models.APIConfig, ttsConfig *models.TTSConfig) (*models.TTSResponse, error) { return nil, nil } func (d *stubDriver) AudioSpeechWithSender(modelName *string, audioContent *string, apiConfig *models.APIConfig, ttsConfig *models.TTSConfig, sender func(*string, *string) error) error { return nil } func (d *stubDriver) OCRFile(modelName *string, content []byte, url *string, apiConfig *models.APIConfig, ocrConfig *models.OCRConfig) (*models.OCRFileResponse, error) { return nil, nil } func (d *stubDriver) ParseFile(modelName *string, content []byte, url *string, apiConfig *models.APIConfig, parseFileConfig *models.ParseFileConfig) (*models.ParseFileResponse, error) { return nil, nil } func (d *stubDriver) ListModels(apiConfig *models.APIConfig) ([]models.ListModelResponse, error) { return nil, nil } func (d *stubDriver) Balance(apiConfig *models.APIConfig) (map[string]interface{}, error) { return nil, nil } func (d *stubDriver) CheckConnection(apiConfig *models.APIConfig) error { return nil } func (d *stubDriver) ListTasks(apiConfig *models.APIConfig) ([]models.ListTaskStatus, error) { return nil, nil } func (d *stubDriver) ShowTask(taskID string, apiConfig *models.APIConfig) (*models.TaskResponse, error) { return nil, nil } func (d *stubDriver) ToolCall(name string, arguments map[string]interface{}) (string, error) { return "", nil } func makeTestEmbeddingModel(stub *stubDriver, maxTokens int) *models.EmbeddingModel { return &models.EmbeddingModel{ ModelDriver: stub, ModelName: strPtr("test-model"), APIConfig: &models.APIConfig{}, MaxTokens: maxTokens, } }