// // 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" "net/http" "strings" ) type PaddleOCRLocalModel struct { baseModel BaseModel } func NewPaddleOCRLocalModel(baseURL map[string]string, urlSuffix URLSuffix) *PaddleOCRLocalModel { return &PaddleOCRLocalModel{ baseModel: BaseModel{ BaseURL: baseURL, URLSuffix: urlSuffix, httpClient: NewDriverHTTPClient(), }, } } func (p *PaddleOCRLocalModel) NewInstance(baseURL map[string]string) ModelDriver { return NewPaddleOCRLocalModel(baseURL, p.baseModel.URLSuffix) } func (p *PaddleOCRLocalModel) Name() string { return "paddleocr" } func (p *PaddleOCRLocalModel) ChatWithMessages(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig) (*ChatResponse, error) { return nil, fmt.Errorf("%s no such method", p.Name()) } func (p *PaddleOCRLocalModel) ChatStreamlyWithSender(modelName string, messages []Message, apiConfig *APIConfig, modelConfig *ChatConfig, sender func(*string, *string) error) error { return fmt.Errorf("%s no such method", p.Name()) } func (p *PaddleOCRLocalModel) Embed(modelName *string, texts []string, apiConfig *APIConfig, embeddingConfig *EmbeddingConfig) ([]EmbeddingData, error) { return nil, fmt.Errorf("%s no such method", p.Name()) } func (p *PaddleOCRLocalModel) Rerank(modelName *string, query string, documents []string, apiConfig *APIConfig, rerankConfig *RerankConfig) (*RerankResponse, error) { return nil, fmt.Errorf("%s no such method", p.Name()) } func (p *PaddleOCRLocalModel) TranscribeAudio(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig) (*ASRResponse, error) { return nil, fmt.Errorf("%s no such method", p.Name()) } func (p *PaddleOCRLocalModel) TranscribeAudioWithSender(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, sender func(*string, *string) error) error { return fmt.Errorf("%s no such method", p.Name()) } func (p *PaddleOCRLocalModel) AudioSpeech(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig) (*TTSResponse, error) { return nil, fmt.Errorf("%s no such method", p.Name()) } func (p *PaddleOCRLocalModel) AudioSpeechWithSender(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, sender func(*string, *string) error) error { return fmt.Errorf("%s no such method", p.Name()) } // For different model, paddleOCR have different url_suffix: // e.g.PaddleOCR-VL: /layout-parsing | PP-OCRv5: /ocr // We select `PaddleOCR-VL` here type paddleLocalOCRResponse struct { LogId string `json:"logId"` ErrorCode int `json:"errorCode"` ErrorMsg string `json:"errorMsg"` Result struct { LayoutParsingResults []struct { Markdown struct { Text string `json:"text"` } `json:"markdown"` } `json:"layoutParsingResults"` } `json:"result"` } func (p *PaddleOCRLocalModel) OCRFile(modelName *string, content []byte, fileURL *string, apiConfig *APIConfig, ocrConfig *OCRConfig) (*OCRFileResponse, error) { if len(content) == 0 { return nil, fmt.Errorf("local PaddleOCR requires file content, but content is empty") } resolvedBaseURL, err := p.baseModel.GetBaseURL(apiConfig) if err != nil { return nil, err } url := fmt.Sprintf("%s/%s", resolvedBaseURL, p.baseModel.URLSuffix.OCR) base64Str := base64.StdEncoding.EncodeToString(content) fileType := 1 if fileURL != nil && *fileURL != "" { if strings.HasSuffix(strings.ToLower(*fileURL), ".pdf") { fileType = 0 } } else if len(content) > 4 && string(content[:4]) == "%PDF" { fileType = 0 } reqData := map[string]interface{}{ "file": base64Str, "fileType": fileType, } jsonData, err := json.Marshal(reqData) if err != nil { return nil, fmt.Errorf("failed to marshal local PaddleOCR 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") resp, err := p.baseModel.httpClient.Do(req) if err != nil { return nil, fmt.Errorf("failed to send request to local PaddleOCR: %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("local PaddleOCR failed with status %d: %s", resp.StatusCode, string(respBody)) } var ocrResp paddleLocalOCRResponse if err := json.Unmarshal(respBody, &ocrResp); err != nil { return nil, fmt.Errorf("failed to parse local PaddleOCR response: %w, raw: %s", err, string(respBody)) } if ocrResp.ErrorCode != 0 { return nil, fmt.Errorf("local PaddleOCR task failed: %s (errorCode: %d)", ocrResp.ErrorMsg, ocrResp.ErrorCode) } var fullMarkdown strings.Builder for _, layoutRes := range ocrResp.Result.LayoutParsingResults { if layoutRes.Markdown.Text != "" { fullMarkdown.WriteString(layoutRes.Markdown.Text) fullMarkdown.WriteString("\n\n") } } extractedText := strings.TrimSpace(fullMarkdown.String()) return &OCRFileResponse{ Text: &extractedText, }, nil } func (p *PaddleOCRLocalModel) ParseFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, parseFileConfig *ParseFileConfig) (*ParseFileResponse, error) { return nil, fmt.Errorf("%s no such method", p.Name()) } func (p *PaddleOCRLocalModel) ListModels(apiConfig *APIConfig) ([]ListModelResponse, error) { return nil, fmt.Errorf("%s no such method", p.Name()) } func (p *PaddleOCRLocalModel) Balance(apiConfig *APIConfig) (map[string]interface{}, error) { return nil, fmt.Errorf("%s no such method", p.Name()) } func (p *PaddleOCRLocalModel) CheckConnection(apiConfig *APIConfig) error { return fmt.Errorf("%s no such method", p.Name()) } func (p *PaddleOCRLocalModel) ListTasks(apiConfig *APIConfig) ([]ListTaskStatus, error) { return nil, fmt.Errorf("%s no such method", p.Name()) } func (p *PaddleOCRLocalModel) ShowTask(taskID string, apiConfig *APIConfig) (*TaskResponse, error) { return nil, fmt.Errorf("%s no such method", p.Name()) }