improved the experience when no transaction information is detected

pkg/api/large_language_models.go

@@ -219,6 +219,10 @@ func (a *LargeLanguageModelsApi) RecognizeReceiptImageHandler(c *core.WebContext
 		return nil, errs.Or(err, errs.ErrOperationFailed)
 	}
 
+	if llmResponse == nil || len(llmResponse.Content) == 0 || strings.HasPrefix(llmResponse.Content, "{}") {
+		return nil, errs.ErrNoTransactionInformationInImage
+	}
+
 	var result *models.RecognizedReceiptImageResult
 
 	if err := json.Unmarshal([]byte(llmResponse.Content), &result); err != nil {
@@ -236,7 +240,7 @@ func (a *LargeLanguageModelsApi) parseRecognizedReceiptImageResponse(c *core.Web
 
 	if recognizedResult == nil {
 		log.Errorf(c, "[large_language_models.parseRecognizedReceiptImageResponse] recoginzed result is null")
-		return nil, errs.ErrOperationFailed
+		return nil, errs.ErrNoTransactionInformationInImage
 	}
 
 	if recognizedResult.Type == "income" {
@@ -269,6 +273,8 @@ func (a *LargeLanguageModelsApi) parseRecognizedReceiptImageResponse(c *core.Web
 				recognizedReceiptImageResponse.CategoryId = category.CategoryId
 			}
 		}
+	} else if len(recognizedResult.Type) == 0 {
+		return nil, errs.ErrNoTransactionInformationInImage
 	} else {
 		log.Errorf(c, "[large_language_models.parseRecognizedReceiptImageResponse] recoginzed transaction type \"%s\" is invalid", recognizedResult.Type)
 		return nil, errs.ErrOperationFailed

pkg/errs/large_language_model.go

@@ -8,4 +8,5 @@ var (
 	ErrNoAIRecognitionImage                 = NewNormalError(NormalSubcategoryLargeLanguageModel, 1, http.StatusBadRequest, "no image for AI recognition")
 	ErrAIRecognitionImageIsEmpty            = NewNormalError(NormalSubcategoryLargeLanguageModel, 2, http.StatusBadRequest, "image for AI recognition is empty")
 	ErrExceedMaxAIRecognitionImageFileSize  = NewNormalError(NormalSubcategoryLargeLanguageModel, 3, http.StatusBadRequest, "exceed the maximum size of image file for AI recognition")
+	ErrNoTransactionInformationInImage      = NewNormalError(NormalSubcategoryLargeLanguageModel, 4, http.StatusBadRequest, "no transaction information detected")
 )