// // 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" ) // SiliconflowModel implements ModelDriver for Siliconflow type SiliconflowModel struct { baseModel BaseModel } // NewSiliconflowModel creates a new Siliconflow model instance func NewSiliconflowModel(baseURL map[string]string, urlSuffix URLSuffix) *SiliconflowModel { return &SiliconflowModel{ baseModel: BaseModel{ BaseURL: baseURL, URLSuffix: urlSuffix, httpClient: NewDriverHTTPClient(), }, } } func (s *SiliconflowModel) NewInstance(baseURL map[string]string) ModelDriver { return NewSiliconflowModel(baseURL, s.baseModel.URLSuffix) } func (s *SiliconflowModel) Name() string { return "siliconflow" } // SiliconflowRerankRequest represents SILICONFLOW rerank request type SiliconflowRerankRequest struct { Model string `json:"model"` Query string `json:"query"` Documents []string `json:"documents"` TopN int `json:"top_n"` ReturnDocuments bool `json:"return_documents"` MaxChunksPerDoc int `json:"max_chunks_per_doc"` OverlapTokens int `json:"overlap_tokens"` } // ChatWithMessages sends multiple messages with roles and returns response func (s *SiliconflowModel) ChatWithMessages(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig) (*ChatResponse, error) { if err := s.baseModel.APIConfigCheck(apiConfig); err != nil { return nil, err } if len(messages) == 0 { return nil, fmt.Errorf("messages is empty") } resolvedBaseURL, err := s.baseModel.GetBaseURL(apiConfig) if err != nil { return nil, err } url := fmt.Sprintf("%s/%s", resolvedBaseURL, s.baseModel.URLSuffix.Chat) // Convert messages to the format expected by API 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.Stream != nil { reqBody["stream"] = *chatModelConfig.Stream } if chatModelConfig.MaxTokens != nil { reqBody["max_tokens"] = *chatModelConfig.MaxTokens } if chatModelConfig.Temperature != nil { reqBody["temperature"] = *chatModelConfig.Temperature } if chatModelConfig.TopP != nil { reqBody["top_p"] = *chatModelConfig.TopP } if chatModelConfig.Stop != nil { reqBody["stop"] = *chatModelConfig.Stop } if chatModelConfig.Thinking != nil { if *chatModelConfig.Thinking { reqBody["thinking"] = map[string]interface{}{ "type": "enabled", } } else { reqBody["thinking"] = map[string]interface{}{ "type": "disabled", } } } } 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.Set("Content-Type", "application/json") req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey)) resp, err := s.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: %w", err) } if resp.StatusCode != http.StatusOK { return nil, fmt.Errorf("API request failed with status %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 parse response: %w", err) } choices, ok := result["choices"].([]interface{}) if !ok || len(choices) == 0 { return nil, fmt.Errorf("no choices in response") } firstChoice, ok := choices[0].(map[string]interface{}) if !ok { return nil, fmt.Errorf("invalid choice format") } messageMap, ok := firstChoice["message"].(map[string]interface{}) if !ok { return nil, fmt.Errorf("invalid message format") } content, ok := messageMap["content"].(string) if !ok { return nil, fmt.Errorf("invalid content format") } var reasonContent string if chatModelConfig != nil && chatModelConfig.Thinking != nil && *chatModelConfig.Thinking { reasonContent, ok = messageMap["reasoning_content"].(string) if !ok { // If reasoning_content not in response, try parsing from content tags reasoning, answer := GetThinkingAndAnswer(chatModelConfig.ModelClass, &content) if reasoning != nil { reasonContent = *reasoning content = *answer } } else { // if first char of reasonContent is \n remove the '\n' if reasonContent != "" && reasonContent[0] == '\n' { reasonContent = reasonContent[1:] } } } chatResponse := &ChatResponse{ Answer: &content, ReasonContent: &reasonContent, } return chatResponse, nil } // ChatStreamlyWithSender sends messages and streams response via sender function (best performance, no channel) func (s *SiliconflowModel) ChatStreamlyWithSender(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig, sender func(*string, *string) error) error { if err := s.baseModel.APIConfigCheck(apiConfig); err != nil { return err } if len(messages) == 0 { return fmt.Errorf("messages is empty") } resolvedBaseURL, err := s.baseModel.GetBaseURL(apiConfig) if err != nil { return err } url := fmt.Sprintf("%s/%s", resolvedBaseURL, s.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 with streaming enabled reqBody := map[string]interface{}{ "model": modelName, "messages": apiMessages, "stream": true, "temperature": 1, } if chatModelConfig != nil { if chatModelConfig.Stream != nil { reqBody["stream"] = *chatModelConfig.Stream } if chatModelConfig.MaxTokens != nil { reqBody["max_tokens"] = *chatModelConfig.MaxTokens } if chatModelConfig.Temperature != nil { reqBody["temperature"] = *chatModelConfig.Temperature } if chatModelConfig.DoSample != nil { reqBody["do_sample"] = *chatModelConfig.DoSample } if chatModelConfig.TopP != nil { reqBody["top_p"] = *chatModelConfig.TopP } if chatModelConfig.Stop != nil { reqBody["stop"] = *chatModelConfig.Stop } if chatModelConfig.Thinking != nil { if *chatModelConfig.Thinking { reqBody["thinking"] = map[string]interface{}{ "type": "enabled", } } else { reqBody["thinking"] = map[string]interface{}{ "type": "disabled", } } } } 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 := s.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("API request failed with status %d: %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 } reasoningContent, ok := delta["reasoning_content"].(string) if ok && reasoningContent != "" { if err := sender(nil, &reasoningContent); err != nil { return err } } 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) } if !done && !sawTerminal { return fmt.Errorf("siliconflow: stream ended before [DONE] or finish_reason") } // Send [DONE] marker for OpenAI compatibility endOfStream := "[DONE]" if err = sender(&endOfStream, nil); err != nil { return err } return nil } type siliconflowEmbeddingResponse struct { Object string `json:"object"` Model string `json:"model"` Data []siliconflowEmbeddingData `json:"data"` Usage siliconflowUsage `json:"usage"` } type siliconflowEmbeddingData struct { Object string `json:"object"` Embedding []float64 `json:"embedding"` Index int `json:"index"` } type siliconflowUsage struct { PromptTokens int `json:"prompt_tokens"` CompletionTokens int `json:"completion_tokens"` TotalTokens int `json:"total_tokens"` } // siliconflowMaxBatchSize is the per-request input limit documented at const siliconflowMaxBatchSize = 32 // Embed embeds a list of texts into embeddings func (s *SiliconflowModel) Embed(modelName *string, texts []string, apiConfig *APIConfig, embeddingConfig *EmbeddingConfig) ([]EmbeddingData, error) { if err := s.baseModel.APIConfigCheck(apiConfig); err != nil { return nil, err } if len(texts) == 0 { return []EmbeddingData{}, nil } if len(texts) > siliconflowMaxBatchSize { return nil, fmt.Errorf("siliconflow supports a maximum of %d inputs per request", siliconflowMaxBatchSize) } if modelName == nil || *modelName == "" { return nil, fmt.Errorf("model name is required") } resolvedBaseURL, err := s.baseModel.GetBaseURL(apiConfig) if err != nil { return nil, err } url := fmt.Sprintf("%s/%s", strings.TrimSuffix(resolvedBaseURL, "/"), s.baseModel.URLSuffix.Embedding) apiKey := *apiConfig.ApiKey reqBody := map[string]interface{}{ "model": modelName, "input": texts, } if embeddingConfig != nil && embeddingConfig.Dimension > 0 { reqBody["dimensions"] = embeddingConfig.Dimension } 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.Set("Content-Type", "application/json") if apiKey != "" { req.Header.Set("Authorization", "Bearer "+apiKey) } resp, err := s.baseModel.httpClient.Do(req) if err != nil { return nil, fmt.Errorf("failed to send request: %w", err) } body, err := io.ReadAll(resp.Body) resp.Body.Close() if err != nil { return nil, fmt.Errorf("failed to read response: %w", err) } if resp.StatusCode != http.StatusOK { return nil, fmt.Errorf("SILICONFLOW API error: %s, body: %s", resp.Status, string(body)) } var parsed siliconflowEmbeddingResponse if err = json.Unmarshal(body, &parsed); err != nil { return nil, fmt.Errorf("failed to parse response: %w", err) } var embeddings []EmbeddingData for _, dataElem := range parsed.Data { var embeddingData EmbeddingData embeddingData.Embedding = dataElem.Embedding embeddingData.Index = dataElem.Index embeddings = append(embeddings, embeddingData) } return embeddings, nil } func (s *SiliconflowModel) ListModels(apiConfig *APIConfig) ([]ListModelResponse, error) { if err := s.baseModel.APIConfigCheck(apiConfig); err != nil { return nil, err } resolvedBaseURL, err := s.baseModel.GetBaseURL(apiConfig) if err != nil { return nil, err } url := fmt.Sprintf("%s/%s", resolvedBaseURL, s.baseModel.URLSuffix.Models) // Build request body reqBody := map[string]interface{}{} 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 := s.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: %w", err) } if resp.StatusCode != http.StatusOK { return nil, fmt.Errorf("API request failed with status %d: %s", resp.StatusCode, string(body)) } // Parse response var modelList ModelList if err = json.Unmarshal(body, &modelList); err != nil { return nil, fmt.Errorf("failed to parse response: %w", err) } return ParseListModel(modelList), nil } type siliconflowBalanceResponse struct { Code int `json:"code"` Status bool `json:"status"` Message string `json:"message"` Data struct { Balance string `json:"balance"` TotalBalance string `json:"totalBalance"` } `json:"data"` } func (s *SiliconflowModel) Balance(apiConfig *APIConfig) (map[string]interface{}, error) { if err := s.baseModel.APIConfigCheck(apiConfig); err != nil { return nil, err } baseURL, err := s.baseModel.GetBaseURL(apiConfig) if err != nil { return nil, err } url := fmt.Sprintf("%s/%s", strings.TrimSuffix(baseURL, "/"), s.baseModel.URLSuffix.Balance) 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", *apiConfig.ApiKey)) resp, err := s.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: %w", err) } if resp.StatusCode != http.StatusOK { return nil, fmt.Errorf("SiliconFlow balance API error: %s, body: %s", resp.Status, string(body)) } var parsed siliconflowBalanceResponse if err = json.Unmarshal(body, &parsed); err != nil { return nil, fmt.Errorf("failed to parse response: %w", err) } if !parsed.Status { msg := parsed.Message if msg == "" { msg = "unknown API error" } return nil, fmt.Errorf("SiliconFlow API error (code %d): %s", parsed.Code, msg) } raw := parsed.Data.TotalBalance if raw == "" { raw = parsed.Data.Balance } if raw == "" { return nil, fmt.Errorf("no balance info in response") } total, err := strconv.ParseFloat(raw, 64) if err != nil { return nil, fmt.Errorf("invalid balance %q: %w", raw, err) } return map[string]interface{}{ "balance": total, "currency": "CNY", }, nil } func (s *SiliconflowModel) CheckConnection(apiConfig *APIConfig) error { _, err := s.ListModels(apiConfig) if err != nil { return err } return nil } // SiliconflowRerankResponse represents SILICONFLOW rerank response type SiliconflowRerankResponse struct { ID string `json:"id"` Results []struct { Index int `json:"index"` Document struct { Text string `json:"text"` } `json:"document"` RelevanceScore float64 `json:"relevance_score"` } `json:"results"` Meta struct { Tokens struct { InputTokens int `json:"input_tokens"` OutputTokens int `json:"output_tokens"` ImageTokens int `json:"image_tokens"` } `json:"tokens"` BilledUnits struct { InputTokens int `json:"input_tokens"` OutputTokens int `json:"output_tokens"` ImageTokens int `json:"image_tokens"` SearchUnits int `json:"search_units"` Classifications int `json:"classifications"` } `json:"billed_units"` } `json:"meta"` } // Rerank calculates similarity scores between query and documents func (s *SiliconflowModel) Rerank(modelName *string, query string, documents []string, apiConfig *APIConfig, rerankConfig *RerankConfig) (*RerankResponse, error) { if err := s.baseModel.APIConfigCheck(apiConfig); err != nil { return nil, err } if len(documents) == 0 { return &RerankResponse{}, nil } apiKey := *apiConfig.ApiKey var topN = rerankConfig.TopN if rerankConfig.TopN == 0 { topN = len(documents) } reqBody := SiliconflowRerankRequest{ Model: *modelName, Query: query, Documents: documents, TopN: topN, ReturnDocuments: false, MaxChunksPerDoc: 1024, OverlapTokens: 80, } jsonData, err := json.Marshal(reqBody) if err != nil { return nil, fmt.Errorf("failed to marshal request: %w", err) } resolvedBaseURL, err := s.baseModel.GetBaseURL(apiConfig) if err != nil { return nil, err } url := fmt.Sprintf("%s/%s", strings.TrimSuffix(resolvedBaseURL, "/"), s.baseModel.URLSuffix.Rerank) ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout) defer cancel() req, err := http.NewRequestWithContext(ctx, "POST", url, strings.NewReader(string(jsonData))) if err != nil { return nil, fmt.Errorf("failed to create request: %w", err) } req.Header.Set("Content-Type", "application/json") if apiKey != "" { req.Header.Set("Authorization", "Bearer "+apiKey) } resp, err := s.baseModel.httpClient.Do(req) if err != nil { return nil, fmt.Errorf("failed to send request: %w", err) } defer resp.Body.Close() if resp.StatusCode != http.StatusOK { body, _ := io.ReadAll(resp.Body) return nil, fmt.Errorf("SiliconFlow Rerank API error: %s, body: %s", resp.Status, string(body)) } body, _ := io.ReadAll(resp.Body) var siliconflowRerankResp SiliconflowRerankResponse if err = json.Unmarshal(body, &siliconflowRerankResp); err != nil { return nil, fmt.Errorf("failed to decode response: %w", err) } var rerankResponse RerankResponse for _, result := range siliconflowRerankResp.Results { rerankResponse.Data = append(rerankResponse.Data, RerankResult{ Index: result.Index, RelevanceScore: result.RelevanceScore, }) } return &rerankResponse, nil } // TranscribeAudio transcribe audio func (s *SiliconflowModel) TranscribeAudio(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig) (*ASRResponse, error) { if err := s.baseModel.APIConfigCheck(apiConfig); err != nil { return nil, err } if file == nil || *file == "" { return nil, fmt.Errorf("file is missing") } resolvedBaseURL, err := s.baseModel.GetBaseURL(apiConfig) if err != nil { return nil, err } url := fmt.Sprintf("%s/%s", resolvedBaseURL, s.baseModel.URLSuffix.ASR) // multipart body var body bytes.Buffer writer := multipart.NewWriter(&body) // open audio file 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 := s.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("SiliconFlow ASR error: %s - %s", resp.Status, string(respBody)) } // SiliconFlow response 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 (s *SiliconflowModel) TranscribeAudioWithSender(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, sender func(*string, *string) error) error { return fmt.Errorf("%s, no such method", s.Name()) } // AudioSpeech convert text to audio func (s *SiliconflowModel) AudioSpeech(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig) (*TTSResponse, error) { if err := s.baseModel.APIConfigCheck(apiConfig); err != nil { return nil, err } if audioContent == nil || *audioContent == "" { return nil, fmt.Errorf("audio content is empty") } resolvedBaseURL, err := s.baseModel.GetBaseURL(apiConfig) if err != nil { return nil, err } url := fmt.Sprintf("%s/%s", resolvedBaseURL, s.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 := s.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 (s *SiliconflowModel) AudioSpeechWithSender(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, sender func(*string, *string) error) error { if err := s.baseModel.APIConfigCheck(apiConfig); err != nil { return err } if audioContent == nil || *audioContent == "" { return fmt.Errorf("audio content is empty") } resolvedBaseURL, err := s.baseModel.GetBaseURL(apiConfig) if err != nil { return err } url := fmt.Sprintf("%s/%s", resolvedBaseURL, s.baseModel.URLSuffix.TTS) reqBody := map[string]interface{}{ "model": *modelName, "input": *audioContent, "stream": true, } 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 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 := s.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("SiliconFlow stream TTS API error: %d, body: %s", resp.StatusCode, string(body)) } buf := make([]byte, 32*1024) for { n, err := resp.Body.Read(buf) if n > 0 { chunk := string(buf[:n]) if errSend := sender(&chunk, nil); errSend != nil { return errSend } } if err != nil { if err == io.EOF { break } return fmt.Errorf("error reading SiliconFlow binary audio stream: %w", err) } } return nil } // OCRFile OCR file func (s *SiliconflowModel) OCRFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, ocrConfig *OCRConfig) (*OCRFileResponse, error) { return nil, fmt.Errorf("%s, no such method", s.Name()) } // ParseFile parse file func (s *SiliconflowModel) ParseFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, parseFileConfig *ParseFileConfig) (*ParseFileResponse, error) { return nil, fmt.Errorf("%s, no such method", s.Name()) } func (s *SiliconflowModel) ListTasks(apiConfig *APIConfig) ([]ListTaskStatus, error) { return nil, fmt.Errorf("%s, no such method", s.Name()) } func (s *SiliconflowModel) ShowTask(taskID string, apiConfig *APIConfig) (*TaskResponse, error) { return nil, fmt.Errorf("%s, no such method", s.Name()) }