Оновлено типи аналізу за замовчуванням у Gradio інтерфейсі на "Content Summary" та "Gemini 2.0 Flash". Внесено зміни до системних повідомлень для покращення контексту аналізу, щоб відображати мову оригінального документа. Видалено застаріле повідомлення про виправлення у відображенні результатів.

app_interface.py

@@ -552,7 +552,7 @@ class MarkItDownTestingApp:
                                 ("Content Summary - Тематичний аналіз та ключові інсайти", "content_summary"),
                                 ("Extraction Quality - Оцінка збереження даних", "extraction_quality"),
                             ],
-                            value="quality_analysis",
+                            value="content_summary",
                             label="Analysis Type",
                             interactive=True,
                         )
@@ -565,7 +565,7 @@ class MarkItDownTestingApp:
                                 ("Gemini 1.5 Pro (Legacy)", GeminiModel.LEGACY_PRO.value),
                                 ("Gemini 1.5 Flash (Legacy)", GeminiModel.LEGACY_FLASH.value),
                             ],
-                            value=GeminiModel.PRO.value,
+                            value=GeminiModel.FLASH.value,
                             label="AI Model Preference",
                             interactive=True,
                         )
@@ -586,20 +586,6 @@ class MarkItDownTestingApp:
             with gr.Column(scale=2):
                 gr.Markdown("### 📊 Processing Results")
                 
-                # 🚨 ДОДАНО ВАЖЛИВЕ ПОВІДОМЛЕННЯ ПРО ВИПРАВЛЕННЯ
-                gr.HTML("""
-                <div style="background: #d1ecf1; border: 1px solid #bee5eb; padding: 15px; border-radius: 8px; margin-bottom: 20px;">
-                    <h4 style="margin: 0 0 10px 0; color: #0c5460;">🔧 Architectural Fix Applied</h4>
-                    <p style="margin: 0; color: #0c5460;"><strong>Fixed Issue:</strong> Different analysis types now show different results in Markdown Output!</p>
-                    <ul style="margin: 10px 0 0 20px; color: #0c5460;">
-                        <li><strong>Quality Analysis:</strong> Shows detailed quality metrics and AI feedback</li>
-                        <li><strong>Structure Review:</strong> Shows document structure analysis and organization</li>
-                        <li><strong>Content Summary:</strong> Shows thematic analysis and key insights</li>
-                        <li><strong>Extraction Quality:</strong> Shows data preservation assessment</li>
-                    </ul>
-                </div>
-                """)
-                
                 status_display = gr.HTML()
 
                 with gr.Tabs():

app_logic.py

@@ -38,8 +38,8 @@ class ProcessingRequest:
     file_content: bytes
     file_metadata: JSONDict
     gemini_api_key: Optional[str] = None
-    analysis_type: str = AnalysisType.QUALITY_ANALYSIS.value
-    model_preference: str = GeminiModel.PRO.value
+    analysis_type: str = AnalysisType.CONTENT_SUMMARY.value
+    model_preference: str = GeminiModel.FLASH.value
     use_llm: bool = False
     enable_plugins: bool = False
     azure_endpoint: Optional[str] = None

llm/gemini_connector.py

@@ -155,7 +155,7 @@ class GeminiAnalysisEngine:
     ANALYSIS_PROMPTS = {
         AnalysisType.QUALITY_ANALYSIS: {
             "system": """You are an expert document conversion analyst specializing in evaluating 
-            the quality of document-to-Markdown conversions.""",
+            the quality of document-to-Markdown conversions (use the language of the original document).""",
             "template": """
             Analyze the quality of this Markdown conversion from a document.
             
@@ -187,7 +187,7 @@ class GeminiAnalysisEngine:
         
         AnalysisType.STRUCTURE_REVIEW: {
             "system": """You are a document structure specialist analyzing Markdown 
-            document organization and hierarchy.""",
+            document organization and hierarchy (use the language of the original document).""",
             "template": """
             Conduct a comprehensive structural analysis of this Markdown document.
             
@@ -219,7 +219,7 @@ class GeminiAnalysisEngine:
         
         AnalysisType.CONTENT_SUMMARY: {
             "system": """You are a content analysis expert specializing in document 
-            summarization and thematic analysis.""",
+            summarization and thematic analysis (use the language of the original document).""",
             "template": """
             Create a comprehensive content summary and thematic analysis of this document.
             
@@ -251,7 +251,7 @@ class GeminiAnalysisEngine:
         
         AnalysisType.EXTRACTION_QUALITY: {
             "system": """You are a data extraction quality specialist evaluating how well 
-            information was preserved during document conversion.""",
+            information was preserved during document conversion (use the language of the original document).""",
             "template": """
             Evaluate the extraction quality and information preservation in this converted document.