// // 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/base64" "encoding/json" "fmt" "io" "mime" "net/http" "os" "path/filepath" "ragflow/internal/common" "strings" ) type XiaomiModel struct { baseModel BaseModel } func NewXiaomiModel(baseURL map[string]string, urlSuffix URLSuffix) *XiaomiModel { return &XiaomiModel{ baseModel: BaseModel{ BaseURL: baseURL, URLSuffix: urlSuffix, httpClient: NewDriverHTTPClient(false), // Xiaomi authenticates with the non-standard "api-key" header // instead of "Authorization: Bearer". authHeader: func(cfg *APIConfig) (string, string) { return "api-key", *cfg.ApiKey }, }, } } func (x *XiaomiModel) NewInstance(baseURL map[string]string) ModelDriver { return NewXiaomiModel(baseURL, x.baseModel.URLSuffix) } func (x *XiaomiModel) Name() string { return "xiaomi" } func (x *XiaomiModel) ChatWithMessages(ctx context.Context, modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig, modelUsage *common.ModelUsage) (*ChatResponse, error) { if err := x.baseModel.APIConfigCheck(apiConfig); err != nil { return nil, err } if modelName == "" { return nil, fmt.Errorf("model name is required") } if len(messages) == 0 { return nil, fmt.Errorf("messages is empty") } resolvedBaseURL, err := x.baseModel.GetBaseURL(apiConfig) if err != nil { return nil, err } url := fmt.Sprintf("%s/%s", resolvedBaseURL, x.baseModel.URLSuffix.Chat) // Build request body reqBody := buildRequestBody(chatModelConfig, modelName, messages, false) delete(reqBody, "max_tokens") if chatModelConfig != nil { if chatModelConfig.MaxTokens != nil { reqBody["max_completion_tokens"] = *chatModelConfig.MaxTokens } if chatModelConfig.Thinking != nil { if *chatModelConfig.Thinking { reqBody["thinking"] = map[string]interface{}{ "type": "enabled", } } else { reqBody["thinking"] = map[string]interface{}{ "type": "disabled", } } } } body, err := x.baseModel.doRequest(ctx, url, apiConfig, reqBody, nonStreamCallTimeout) if err != nil { return nil, err } return HandleNonStreamingResponse(body, modelUsage, chatModelConfig, OpenAIParserConfig) } func (x *XiaomiModel) ChatStreamlyWithSender(ctx context.Context, modelName string, messages []Message, apiConfig *APIConfig, modelConfig *ChatConfig, modelUsage *common.ModelUsage, sender func(*string, *string) error) error { if err := x.baseModel.APIConfigCheck(apiConfig); err != nil { return err } if modelName == "" { return fmt.Errorf("model name is required") } if len(messages) == 0 { return fmt.Errorf("messages is empty") } baseURL, err := x.baseModel.GetBaseURL(apiConfig) if err != nil { return err } url := fmt.Sprintf("%s/%s", baseURL, x.baseModel.URLSuffix.Chat) // Build request body with streaming enabled reqBody := buildRequestBody(modelConfig, modelName, messages, true) delete(reqBody, "max_tokens") reqBody["stream_options"] = map[string]interface{}{ "include_usage": true, } if modelConfig != nil { if modelConfig.MaxTokens != nil { reqBody["max_completion_tokens"] = *modelConfig.MaxTokens } if modelConfig.Thinking != nil { if *modelConfig.Thinking { reqBody["thinking"] = map[string]interface{}{ "type": "enabled", } } else { reqBody["thinking"] = map[string]interface{}{ "type": "disabled", } } } } return x.baseModel.doStreamRequest(ctx, url, apiConfig, reqBody, streamCallTimeout, func(body io.ReadCloser) error { return HandleStreamingResponse(body, modelUsage, modelConfig, OpenAIParserConfig, sender) }) } func (x *XiaomiModel) Embed(ctx context.Context, modelName *string, texts []string, apiConfig *APIConfig, embeddingConfig *EmbeddingConfig, modelUsage *common.ModelUsage) ([]EmbeddingData, error) { return nil, fmt.Errorf("no such method %s", x.Name()) } func (x *XiaomiModel) Rerank(ctx context.Context, modelName *string, query string, documents []string, apiConfig *APIConfig, rerankConfig *RerankConfig, modelUsage *common.ModelUsage) (*RerankResponse, error) { return nil, fmt.Errorf("no such method %s", x.Name()) } func (x *XiaomiModel) TranscribeAudio(ctx context.Context, modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, modelUsage *common.ModelUsage) (*ASRResponse, error) { ctx, cancel := context.WithTimeout(ctx, longOpCallTimeout) defer cancel() req, err := x.newXiaomiASRRequest(ctx, modelName, file, apiConfig, asrConfig, false) if err != nil { return nil, err } resp, err := x.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("Xiaomi ASR API error: %s, body: %s", resp.Status, string(body)) } var result xiaomiChatCompletionResponse if err = json.Unmarshal(body, &result); err != nil { return nil, fmt.Errorf("failed to parse Xiaomi ASR response: %w, body=%s", err, string(body)) } if len(result.Choices) == 0 { return nil, fmt.Errorf("no choices in Xiaomi ASR response") } return &ASRResponse{Text: result.Choices[0].Message.Content}, nil } func (x *XiaomiModel) TranscribeAudioWithSender(ctx context.Context, modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, modelUsage *common.ModelUsage, sender func(*string, *string) error) error { if sender == nil { return fmt.Errorf("sender is required") } ctx, cancel := context.WithTimeout(ctx, streamCallTimeout) defer cancel() req, err := x.newXiaomiASRRequest(ctx, modelName, file, apiConfig, asrConfig, true) if err != nil { return err } req.Header.Set("Accept", "text/event-stream") resp, err := x.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("Xiaomi ASR stream API error: %s, body: %s", resp.Status, string(body)) } if !strings.Contains(resp.Header.Get("Content-Type"), "text/event-stream") { body, err := io.ReadAll(resp.Body) if err != nil { return fmt.Errorf("failed to read response body: %w", err) } response, err := decodeXiaomiASRResponse(body) if err != nil { return err } if response.Text != "" { if err = sender(&response.Text, nil); err != nil { return err } } done := "[DONE]" return sender(&done, nil) } return readXiaomiASRStream(resp.Body, sender) } type xiaomiChatCompletionResponse struct { Choices []struct { Message struct { Content string `json:"content"` Audio *xiaomiAudioPayload `json:"audio"` } `json:"message"` } `json:"choices"` } type xiaomiChatCompletionChunk struct { Choices []struct { Delta struct { Content *string `json:"content"` Audio *xiaomiAudioPayload `json:"audio"` } `json:"delta"` FinishReason *string `json:"finish_reason"` } `json:"choices"` } type xiaomiAudioPayload struct { ID string `json:"id"` Data string `json:"data"` } func (x *XiaomiModel) newXiaomiASRRequest(ctx context.Context, modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, stream bool) (*http.Request, error) { if err := x.baseModel.APIConfigCheck(apiConfig); err != nil { return nil, err } if modelName == nil || *modelName == "" { return nil, fmt.Errorf("model name is required") } if file == nil || *file == "" { return nil, fmt.Errorf("file is missing") } if strings.TrimSpace(x.baseModel.URLSuffix.Chat) == "" { return nil, fmt.Errorf("xiaomi chat URL suffix is required") } // codeql[go/path-injection] False positive: *file is the audio file path the caller passes in to upload. The user (or operator-supplied pipeline) explicitly chose this path, and the OS access check enforces permissions anyway. audio, err := os.ReadFile(*file) if err != nil { return nil, fmt.Errorf("failed to read audio file: %w", err) } mimeType := xiaomiAudioMIMEType(*file, audio, asrConfig) reqBody := map[string]interface{}{ "model": *modelName, "messages": []map[string]interface{}{ { "role": "user", "content": []map[string]interface{}{ { "type": "input_audio", "input_audio": map[string]interface{}{ "data": fmt.Sprintf("data:%s;base64,%s", mimeType, base64.StdEncoding.EncodeToString(audio)), }, }, }, }, }, "asr_options": xiaomiASROptions(asrConfig), } if stream { reqBody["stream"] = true } if asrConfig != nil && asrConfig.Params != nil { for key, value := range asrConfig.Params { switch key { case "asr_options", "language", "mime", "mime_type", "model", "messages", "stream": continue default: reqBody[key] = value } } } jsonData, err := json.Marshal(reqBody) if err != nil { return nil, fmt.Errorf("failed to marshal request: %w", err) } baseURL, err := x.baseModel.GetBaseURL(apiConfig) if err != nil { return nil, err } url := fmt.Sprintf("%s/%s", strings.TrimSuffix(baseURL, "/"), strings.TrimPrefix(x.baseModel.URLSuffix.Chat, "/")) req, err := http.NewRequestWithContext(ctx, http.MethodPost, url, bytes.NewBuffer(jsonData)) if err != nil { return nil, fmt.Errorf("failed to create request: %w", err) } req.Header.Set("Content-Type", "application/json") x.baseModel.applyAuth(req, apiConfig) return req, nil } func xiaomiASROptions(asrConfig *ASRConfig) map[string]interface{} { options := map[string]interface{}{"language": "auto"} if asrConfig == nil || asrConfig.Params == nil { return options } if rawOptions, ok := asrConfig.Params["asr_options"].(map[string]interface{}); ok { for key, value := range rawOptions { options[key] = value } } if language, ok := asrConfig.Params["language"]; ok && language != nil && fmt.Sprint(language) != "" { options["language"] = language } return options } func xiaomiAudioMIMEType(file string, audio []byte, asrConfig *ASRConfig) string { if asrConfig != nil && asrConfig.Params != nil { for _, key := range []string{"mime_type", "mime"} { if value, ok := asrConfig.Params[key].(string); ok && strings.TrimSpace(value) != "" { return strings.TrimSpace(value) } } } if detected := mime.TypeByExtension(strings.ToLower(filepath.Ext(file))); detected != "" { return detected } if len(audio) > 0 { return http.DetectContentType(audio) } return "application/octet-stream" } func decodeXiaomiASRResponse(body []byte) (*ASRResponse, error) { var result xiaomiChatCompletionResponse if err := json.Unmarshal(body, &result); err != nil { return nil, fmt.Errorf("failed to parse Xiaomi ASR response: %w, body=%s", err, string(body)) } if len(result.Choices) == 0 { return nil, fmt.Errorf("no choices in Xiaomi ASR response") } return &ASRResponse{Text: result.Choices[0].Message.Content}, nil } func readXiaomiASRStream(body io.Reader, sender func(*string, *string) error) error { if _, err := ParseSSEStreamTolerant[xiaomiChatCompletionChunk](body, func(chunk xiaomiChatCompletionChunk) error { if len(chunk.Choices) == 0 { return nil } content := chunk.Choices[0].Delta.Content if content != nil && *content != "" { if err := sender(content, nil); err != nil { return err } } return nil }); err != nil { return fmt.Errorf("error reading Xiaomi ASR stream: %w", err) } done := "[DONE]" return sender(&done, nil) } func (x *XiaomiModel) AudioSpeech(ctx context.Context, modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, modelUsage *common.ModelUsage) (*TTSResponse, error) { ctx, cancel := context.WithTimeout(ctx, longOpCallTimeout) defer cancel() req, err := x.newXiaomiTTSRequest(ctx, modelName, audioContent, apiConfig, ttsConfig, false) if err != nil { return nil, err } resp, err := x.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("Xiaomi TTS API error: %s, body: %s", resp.Status, string(body)) } return decodeXiaomiTTSResponse(body) } func (x *XiaomiModel) AudioSpeechWithSender(ctx context.Context, modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, modelUsage *common.ModelUsage, sender func(*string, *string) error) error { if sender == nil { return fmt.Errorf("sender is required") } ctx, cancel := context.WithTimeout(ctx, streamCallTimeout) defer cancel() req, err := x.newXiaomiTTSRequest(ctx, modelName, audioContent, apiConfig, ttsConfig, true) if err != nil { return err } req.Header.Set("Accept", "text/event-stream") resp, err := x.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("Xiaomi TTS stream API error: %s, body: %s", resp.Status, string(body)) } if !strings.Contains(resp.Header.Get("Content-Type"), "text/event-stream") { body, err := io.ReadAll(resp.Body) if err != nil { return fmt.Errorf("failed to read response body: %w", err) } audio, err := decodeXiaomiTTSResponse(body) if err != nil { return err } if len(audio.Audio) > 0 { chunk := base64.StdEncoding.EncodeToString(audio.Audio) return sender(&chunk, nil) } return nil } return readXiaomiTTSStream(resp.Body, sender) } func (x *XiaomiModel) newXiaomiTTSRequest(ctx context.Context, modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, stream bool) (*http.Request, error) { if err := x.baseModel.APIConfigCheck(apiConfig); err != nil { return nil, err } if modelName == nil || *modelName == "" { return nil, fmt.Errorf("model name is required") } if audioContent == nil || *audioContent == "" { return nil, fmt.Errorf("audio content is empty") } if strings.TrimSpace(x.baseModel.URLSuffix.Chat) == "" { return nil, fmt.Errorf("xiaomi chat URL suffix is required") } reqBody := map[string]interface{}{ "model": *modelName, "messages": []map[string]interface{}{ { "role": "assistant", "content": *audioContent, }, }, "audio": xiaomiTTSOptions(ttsConfig), } if stream { reqBody["stream"] = true } if ttsConfig != nil && ttsConfig.Params != nil { for key, value := range ttsConfig.Params { switch key { case "audio", "format", "voice", "model", "messages", "stream": continue default: reqBody[key] = value } } } jsonData, err := json.Marshal(reqBody) if err != nil { return nil, fmt.Errorf("failed to marshal request: %w", err) } baseURL, err := x.baseModel.GetBaseURL(apiConfig) if err != nil { return nil, err } url := fmt.Sprintf("%s/%s", strings.TrimSuffix(baseURL, "/"), strings.TrimPrefix(x.baseModel.URLSuffix.Chat, "/")) req, err := http.NewRequestWithContext(ctx, http.MethodPost, url, bytes.NewBuffer(jsonData)) if err != nil { return nil, fmt.Errorf("failed to create request: %w", err) } req.Header.Set("Content-Type", "application/json") x.baseModel.applyAuth(req, apiConfig) return req, nil } func xiaomiTTSOptions(ttsConfig *TTSConfig) map[string]interface{} { options := map[string]interface{}{ "format": "wav", "voice": "mimo_default", } if ttsConfig == nil { return options } if ttsConfig.Format != "" { options["format"] = ttsConfig.Format } if ttsConfig.Params == nil { return options } if rawOptions, ok := ttsConfig.Params["audio"].(map[string]interface{}); ok { for key, value := range rawOptions { options[key] = value } } if format, ok := ttsConfig.Params["format"]; ok && format != nil && fmt.Sprint(format) != "" { options["format"] = format } if voice, ok := ttsConfig.Params["voice"]; ok && voice != nil && fmt.Sprint(voice) != "" { options["voice"] = voice } return options } func decodeXiaomiTTSResponse(body []byte) (*TTSResponse, error) { var result xiaomiChatCompletionResponse if err := json.Unmarshal(body, &result); err != nil { return nil, fmt.Errorf("failed to parse Xiaomi TTS response: %w, body=%s", err, string(body)) } if len(result.Choices) == 0 || result.Choices[0].Message.Audio == nil || result.Choices[0].Message.Audio.Data == "" { return nil, fmt.Errorf("no audio data in Xiaomi TTS response") } audio, err := decodeXiaomiAudioData(result.Choices[0].Message.Audio.Data) if err != nil { return nil, fmt.Errorf("failed to decode Xiaomi TTS audio: %w", err) } return &TTSResponse{Audio: audio}, nil } func readXiaomiTTSStream(body io.Reader, sender func(*string, *string) error) error { if _, err := ParseSSEStreamTolerant[xiaomiChatCompletionChunk](body, func(chunk xiaomiChatCompletionChunk) error { if len(chunk.Choices) == 0 || chunk.Choices[0].Delta.Audio == nil || chunk.Choices[0].Delta.Audio.Data == "" { return nil } audioData := chunk.Choices[0].Delta.Audio.Data if err := sender(&audioData, nil); err != nil { return err } return nil }); err != nil { return fmt.Errorf("error reading Xiaomi TTS stream: %w", err) } return nil } func decodeXiaomiAudioData(data string) ([]byte, error) { if comma := strings.Index(data, ","); strings.HasPrefix(data, "data:") && comma >= 0 { data = data[comma+1:] } return base64.StdEncoding.DecodeString(data) } func (x *XiaomiModel) OCRFile(ctx context.Context, modelName *string, content []byte, url *string, apiConfig *APIConfig, ocrConfig *OCRConfig, modelUsage *common.ModelUsage) (*OCRFileResponse, error) { return nil, fmt.Errorf("no such method %s", x.Name()) } func (x *XiaomiModel) ParseFile(ctx context.Context, modelName *string, content []byte, url *string, apiConfig *APIConfig, parseFileConfig *ParseFileConfig, modelUsage *common.ModelUsage) (*ParseFileResponse, error) { return nil, fmt.Errorf("no such method %s", x.Name()) } func (x *XiaomiModel) ListModels(ctx context.Context, apiConfig *APIConfig) ([]ListModelResponse, error) { return nil, fmt.Errorf("no such method %s", x.Name()) } func (x *XiaomiModel) Balance(ctx context.Context, apiConfig *APIConfig) (map[string]interface{}, error) { return nil, fmt.Errorf("no such method %s", x.Name()) } func (x *XiaomiModel) CheckConnection(ctx context.Context, apiConfig *APIConfig) error { if err := x.baseModel.APIConfigCheck(apiConfig); err != nil { return err } _, err := x.baseModel.GetBaseURL(apiConfig) return err } func (x *XiaomiModel) ListTasks(ctx context.Context, apiConfig *APIConfig) ([]ListTaskStatus, error) { return nil, fmt.Errorf("no such method %s", x.Name()) } func (x *XiaomiModel) ShowTask(ctx context.Context, taskID string, apiConfig *APIConfig) (*TaskResponse, error) { return nil, fmt.Errorf("no such method %s", x.Name()) }