fixes webResearch

modules/datamodels/datamodelWeb.py

@@ -30,7 +30,7 @@ class WebResearchOptions(BaseModel):
 
 class WebResearchRequest(BaseModel):
     """Main web research request"""
-    search_query: str = Field(min_length=1, max_length=WEB_SEARCH_MAX_QUERY_LENGTH, description="User's research question")
+    user_prompt: str = Field(min_length=1, max_length=WEB_SEARCH_MAX_QUERY_LENGTH, description="User's research question or prompt")
     urls: Optional[List[str]] = Field(default=None, description="Specific URLs to crawl (optional)")
     max_results: int = Field(default=5, ge=1, le=WEB_SEARCH_MAX_RESULTS, description="Max search results")
     options: WebResearchOptions = Field(default_factory=WebResearchOptions, description="Advanced options")
@@ -51,7 +51,7 @@ class WebCrawlResultItem(BaseModel):
 
 class WebResearchDocumentData(BaseModel):
     """Complete web research results"""
-    search_query: str
+    user_prompt: str
     websites_analyzed: int
     additional_links_found: int
     analysis_result: str

modules/services/__init__.py

@@ -41,6 +41,7 @@ class Services:
     def __init__(self, user: User, workflow: ChatWorkflow = None):
         self.user: User = user
         self.workflow: ChatWorkflow = workflow
+        self.currentUserPrompt: str = ""  # Store the current user prompt for easy access
 
         # Initialize interfaces
 

modules/services/serviceAi/mainServiceAi.py

@@ -96,7 +96,7 @@ class AiService:
         """Perform web research using interface functions."""
         try:
             logger.info(f"WEB RESEARCH STARTED")
-            logger.info(f"User Query: {request.search_query}")
+            logger.info(f"User Query: {request.user_prompt}")
             logger.info(f"Max Results: {request.max_results}, Max Pages: {request.options.max_pages}")
             
             # Step 1: Find relevant websites - either provided URLs or AI-determined main URLs
@@ -110,45 +110,33 @@ class AiService:
                     logger.info(f"   {i}. {url}")
             else:
                 # Use AI to determine main URLs based on user's intention
-                logger.info(f"AI analyzing user intent: '{request.search_query}'")
+                logger.info(f"AI analyzing user intent: '{request.user_prompt}'")
                 
-                # Use AI to generate optimized Tavily search query and selection strategy
-                query_optimizer_prompt = f"""You are a search query optimizer and web page selector.
+                # Use AI to generate optimized Tavily search query and search parameters
+                query_optimizer_prompt = f"""You are a search query optimizer. 
 
-        Given a user query, perform two tasks:
+        USER QUERY: {request.user_prompt}
 
-        TASK 1 - GENERATE TAVILY SEARCH QUERY:
-        Analyze the user's intent and extract the core search terms.
-        - For entity-specific queries (companies, people, products): Use entity name + key identifiers
-        - For informational queries (how to, what is): Use core concept keywords
-        - For transactional queries (where to buy, find services): Use action + category
-        - Keep it 2-6 words maximum, keyword format only
+        Your task: Create a search query and parameters for the USER QUERY given.
 
-        TASK 2 - DEFINE URL SELECTION STRATEGY:
-        Determine what type of results the user needs:
+        RULES:
+        1. The search query MUST be related to the user query above
+        2. Extract key terms from the user query
+        3. Determine appropriate country/language based on the query context
+        4. Keep search query short (2-6 words)
 
-        A) SINGLE AUTHORITATIVE SOURCE
-        Use when: Looking for specific entity information (company profile, person bio, specific product)
-        Select: Official website, primary domain, or most authoritative single page
-        
-        B) MULTIPLE DIVERSE SOURCES
-        Use when: Comparing options, finding services, shopping, research across sources
-        Select: Multiple relevant URLs (5-15), prioritizing diversity and relevance
-        
-        C) SPECIFIC PAGE TYPE
-        Use when: Looking for particular content (documentation, pricing, contact, careers)
-        Select: Deep links to specific page types on relevant sites
-
-        Return your response in this exact JSON format:
+        Return ONLY this JSON format:
         {{
-        "search_query": "your generated search query",
+        "user_prompt": "search query based on user query above",
+        "country": "country_code_or_null",
+        "language": "language_code_or_null", 
+        "topic": "general|news|academic_or_null",
+        "time_range": "d|w|m|y_or_null",
         "selection_strategy": "single|multiple|specific_page",
-        "selection_criteria": "description of what URLs to prioritize",
+        "selection_criteria": "what URLs to prioritize",
         "expected_url_patterns": ["pattern1", "pattern2"],
         "estimated_result_count": number
-        }}
-
-        USER QUERY: {request.search_query}"""
+        }}"""
 
                 # Get AI response for query optimization
                 ai_request = AiCallRequest(
@@ -171,7 +159,11 @@ class AiService:
                     cleaned_response = cleaned_response.strip()
                     
                     query_data = json.loads(cleaned_response)
-                    search_query = query_data.get("search_query", request.search_query)
+                    search_query = query_data.get("user_prompt", request.user_prompt)
+                    ai_country = query_data.get("country")
+                    ai_language = query_data.get("language")
+                    ai_topic = query_data.get("topic")
+                    ai_time_range = query_data.get("time_range")
                     selection_strategy = query_data.get("selection_strategy", "multiple")
                     selection_criteria = query_data.get("selection_criteria", "relevant URLs")
                     expected_patterns = query_data.get("expected_url_patterns", [])
@@ -185,15 +177,46 @@ class AiService:
                     
                 except json.JSONDecodeError:
                     logger.warning("Failed to parse AI response as JSON, using original query")
-                    search_query = request.search_query
+                    search_query = request.user_prompt
+                    ai_country = None
+                    ai_language = None
+                    ai_topic = None
+                    ai_time_range = None
                     selection_strategy = "multiple"
                 
-                # Perform the web search with optimized query
-                search_results = await self.aiObjects.search_websites(
-                    query=search_query,
-                    max_results=request.max_results,
-                    auto_parameters=True
-                )
+                # Perform the web search with AI-determined parameters
+                search_kwargs = {
+                    "query": search_query,
+                    "max_results": request.max_results,
+                    "search_depth": request.options.search_depth,
+                    "auto_parameters": False  # Use explicit parameters
+                }
+                
+                # Add parameters only if they have valid values
+                if ai_country and ai_country not in ['null', '', 'none', 'undefined']:
+                    search_kwargs["country"] = ai_country
+                elif request.options.country and request.options.country not in ['null', '', 'none', 'undefined']:
+                    search_kwargs["country"] = request.options.country
+                    
+                if ai_language and ai_language not in ['null', '', 'none', 'undefined']:
+                    search_kwargs["language"] = ai_language
+                elif request.options.language and request.options.language not in ['null', '', 'none', 'undefined']:
+                    search_kwargs["language"] = request.options.language
+                    
+                if ai_topic and ai_topic in ['general', 'news', 'academic']:
+                    search_kwargs["topic"] = ai_topic
+                elif request.options.topic and request.options.topic in ['general', 'news', 'academic']:
+                    search_kwargs["topic"] = request.options.topic
+                    
+                if ai_time_range and ai_time_range in ['d', 'w', 'm', 'y']:
+                    search_kwargs["time_range"] = ai_time_range
+                elif request.options.time_range and request.options.time_range in ['d', 'w', 'm', 'y']:
+                    search_kwargs["time_range"] = request.options.time_range
+                
+                # Log the parameters being used
+                logger.info(f"Search parameters: country={search_kwargs.get('country', 'not_set')}, language={search_kwargs.get('language', 'not_set')}, topic={search_kwargs.get('topic', 'not_set')}, time_range={search_kwargs.get('time_range', 'not_set')}")
+                
+                search_results = await self.aiObjects.search_websites(**search_kwargs)
                 
                 logger.debug(f"Web search returned {len(search_results)} results:")
                 for i, result in enumerate(search_results, 1):
@@ -264,9 +287,9 @@ class AiService:
             
             # Step 2: Smart website selection using AI interface
             logger.info(f"=== STEP 2: FILTERED URL LIST BY USER PROMPT'S INTENTION ===")
-            logger.info(f"AI analyzing {len(websites)} URLs for relevance to: '{request.search_query}'")
+            logger.info(f"AI analyzing {len(websites)} URLs for relevance to: '{request.user_prompt}'")
             
-            selectedWebsites, aiResponse = await self.aiObjects.selectRelevantWebsites(websites, request.search_query)
+            selectedWebsites, aiResponse = await self.aiObjects.selectRelevantWebsites(websites, request.user_prompt)
             
             logger.debug(f"AI Response: {aiResponse}")
             logger.debug(f"AI selected {len(selectedWebsites)} most relevant URLs:")
@@ -313,7 +336,7 @@ class AiService:
                 combinedContent += f"\n\n=== {url} ===\n{content}\n"
             
             documentData = WebResearchDocumentData(
-                search_query=request.search_query,
+                user_prompt=request.user_prompt,
                 websites_analyzed=len(allContent),
                 additional_links_found=len(additional_links),
                 analysis_result=combinedContent,  # Raw content, no analysis
@@ -329,7 +352,7 @@ class AiService:
             )
             
             document = WebResearchActionDocument(
-                documentName=f"web_research_{request.search_query[:50]}.json",
+                documentName=f"web_research_{request.user_prompt[:50]}.json",
                 documentData=documentData,
                 mimeType="application/json"
             )

modules/workflows/methods/methodAi.py

@@ -385,28 +385,28 @@ Set "continue": false when this is the final chunk.
         USE FOR: Finding current information, researching topics, gathering external data, fact-checking, market research
         DO NOT USE FOR: Processing local documents, creating formatted reports, email operations
         
-        INPUT REQUIREMENTS: Requires user_prompt parameter (the research question or topic)
+        INPUT REQUIREMENTS: Requires user_prompt parameter (the research question or topic to investigate)
         OUTPUT FORMAT: JSON with research results, sources, and analysis
         DEPENDENCIES: Requires internet connection and web search capabilities
         WORKFLOW POSITION: Use when external information is needed, before document processing
         
         Parameters:
-            user_prompt (str): The user input or question to investigate
+            user_prompt (str): The research question or topic to investigate - describe what information you want to find
             urls (list, optional): Specific URLs to crawl instead of searching
-            max_results (int, optional): Maximum search results (default: 5)
+            max_results (int, optional): Maximum search results (default: 10)
             max_pages (int, optional): Maximum pages to crawl (default: 10)
-            search_depth (str, optional): Tavily search depth - 'basic' or 'advanced' (default: 'basic')
-            extract_depth (str, optional): Tavily extract depth - 'basic' or 'advanced' (default: 'advanced')
+            search_depth (str, optional): Tavily search depth - MUST be 'basic' or 'advanced' (default: 'basic')
+            extract_depth (str, optional): Tavily extract depth - MUST be 'basic' or 'advanced' (default: 'advanced')
             pages_search_depth (int, optional): How deep to crawl - 1=main pages only, 2=main+sub-pages, 3=main+sub+sub-sub, etc. (default: 2)
-            country (str, optional): Country code for search bias
-            time_range (str, optional): Time range for search - 'd', 'w', 'm', 'y'
-            topic (str, optional): Search topic - 'general', 'news', 'academic'
-            language (str, optional): Language code
+            country (str, optional): Country code for search bias (e.g., 'CH', 'US', 'DE')
+            time_range (str, optional): Time range for search - Use 'd' (day), 'w' (week), 'm' (month), 'y' (year) if needed, otherwise OMIT this parameter entirely
+            topic (str, optional): Search topic - Use 'general', 'news', or 'academic' if needed, otherwise OMIT this parameter entirely
+            language (str, optional): Language code (e.g., 'de', 'en', 'fr')
         """
         try:
             user_prompt = parameters.get("user_prompt")
             urls = parameters.get("urls")
-            max_results = parameters.get("max_results", 5)
+            max_results = parameters.get("max_results", 10)
             max_pages = parameters.get("max_pages", 10)
             search_depth = parameters.get("search_depth", "basic")
             extract_depth = parameters.get("extract_depth", "advanced")

modules/workflows/methods/methodDocument.py

@@ -206,8 +206,8 @@ class MethodDocument(MethodBase):
         Parameters:
             documentList (list): Document list reference(s) - List of document references to include in report
             prompt (str): AI prompt for report generation - Specific prompt describing what kind of report to generate
-            title (str, optional): Report title - Title for the generated report (default: "Summary Report")
-            outputFormat (str, optional): Output format extension - Specify the desired output format: 'html', 'pdf', 'docx', 'txt', 'md', 'json', 'csv', 'xlsx' (default: 'html')
+            title (str): Report title - Title for the generated report (default: "Summary Report")
+            outputFormat (str): Output format extension - Specify the desired output format: 'html', 'pdf', 'docx', 'txt', 'md', 'json', 'csv', 'xlsx' (default: 'html')
             operationType (str, optional): Type of operation - Use 'generate_report', 'analyze_documents', etc. (default: 'generate_report')
             processDocumentsIndividually (bool, optional): Process each document separately - Set to True for individual processing (default: True)
             chunkAllowed (bool, optional): Allow content chunking - Set to True to allow AI service to chunk large content (default: True)

modules/workflows/processing/core/actionExecutor.py

@@ -49,6 +49,22 @@ class ActionExecutor:
             logger.error(f"Error executing method {methodName}.{actionName}: {str(e)}")
             raise
     
+    async def executeCompoundAction(self, compoundActionName: str, parameters: Dict[str, Any]) -> ActionResult:
+        """Execute a compound action (method.action format)"""
+        try:
+            # Parse compound action name (e.g., "ai.process" -> method="ai", action="process")
+            if '.' not in compoundActionName:
+                raise ValueError(f"Invalid compound action name: {compoundActionName}. Expected format: method.action")
+            
+            methodName, actionName = compoundActionName.split('.', 1)
+            
+            # Execute using the existing method
+            return await self.executeAction(methodName, actionName, parameters)
+            
+        except Exception as e:
+            logger.error(f"Error executing compound action {compoundActionName}: {str(e)}")
+            raise
+    
     async def executeSingleAction(self, action: TaskAction, workflow: ChatWorkflow, taskStep: TaskStep, 
                                 taskIndex: int = None, actionIndex: int = None, totalActions: int = None) -> ActionResult:
         """Execute a single action and return ActionResult with enhanced document processing"""
@@ -211,7 +227,7 @@ class ActionExecutor:
             logger.error(f"Error creating action completion message: {str(e)}")
     
     def _writeTraceLog(self, contextText: str, data: Any) -> None:
-        """Write trace data to configured trace file if in debug mode"""
+        """Write trace data to configured trace file if in debug mode with improved JSON formatting"""
         try:
             import os
             import json
@@ -234,20 +250,48 @@ class ActionExecutor:
             # Create trace file path
             traceFile = os.path.join(logDir, "log_trace.log")
             
-            # Format the trace entry
+            # Format the trace entry with better structure
             timestamp = datetime.fromtimestamp(self.services.utils.getUtcTimestamp(), UTC).strftime("%Y-%m-%d %H:%M:%S.%f")[:-3]
+            
+            # Create a structured trace entry
             traceEntry = f"[{timestamp}] {contextText}\n"
+            traceEntry += "=" * 80 + "\n"
             
-            # Add data if provided - show full content without truncation
+            # Add data if provided with improved formatting
             if data is not None:
-                if isinstance(data, (dict, list)):
-                    # Use ensure_ascii=False to preserve Unicode characters and indent=2 for readability
-                    traceEntry += f"Data: {json.dumps(data, indent=2, default=str, ensure_ascii=False)}\n"
-                else:
-                    # For string data, show full content without truncation
-                    traceEntry += f"Data: {str(data)}\n"
+                try:
+                    if isinstance(data, (dict, list)):
+                        # Format as pretty JSON with better settings
+                        jsonStr = json.dumps(data, indent=2, default=str, ensure_ascii=False, sort_keys=False)
+                        traceEntry += f"JSON Data:\n{jsonStr}\n"
+                    elif isinstance(data, str):
+                        # For string data, try to parse as JSON first, then fall back to plain text
+                        try:
+                            parsed = json.loads(data)
+                            jsonStr = json.dumps(parsed, indent=2, default=str, ensure_ascii=False, sort_keys=False)
+                            traceEntry += f"JSON Data (parsed from string):\n{jsonStr}\n"
+                        except (json.JSONDecodeError, TypeError):
+                            # Not valid JSON, show as plain text with proper line breaks
+                            formatted_data = data.replace('\\n', '\n')
+                            traceEntry += f"Text Data:\n{formatted_data}\n"
+                    else:
+                        # For other types, convert to string and try to parse as JSON
+                        dataStr = str(data)
+                        try:
+                            parsed = json.loads(dataStr)
+                            jsonStr = json.dumps(parsed, indent=2, default=str, ensure_ascii=False, sort_keys=False)
+                            traceEntry += f"JSON Data (parsed from object):\n{jsonStr}\n"
+                        except (json.JSONDecodeError, TypeError):
+                            # Not valid JSON, show as plain text with proper line breaks
+                            formatted_data = dataStr.replace('\\n', '\n')
+                            traceEntry += f"Object Data:\n{formatted_data}\n"
+                except Exception as e:
+                    # Fallback to simple string representation
+                    traceEntry += f"Data (fallback): {str(data)}\n"
+            else:
+                traceEntry += "No data provided\n"
             
-            traceEntry += "-" * 80 + "\n\n"
+            traceEntry += "=" * 80 + "\n\n"
             
             # Write to trace file
             with open(traceFile, "a", encoding="utf-8") as f:

modules/workflows/processing/core/taskPlanner.py

@@ -268,9 +268,10 @@ class TaskPlanner:
             return False
     
     def _writeTraceLog(self, contextText: str, data: Any) -> None:
-        """Write trace data to configured trace file if in debug mode"""
+        """Write trace data to configured trace file if in debug mode with improved JSON formatting"""
         try:
             import os
+            import json
             from datetime import datetime, UTC
             
             # Only write if logger is in debug mode
@@ -290,20 +291,48 @@ class TaskPlanner:
             # Create trace file path
             traceFile = os.path.join(logDir, "log_trace.log")
             
-            # Format the trace entry
+            # Format the trace entry with better structure
             timestamp = datetime.fromtimestamp(self.services.utils.getUtcTimestamp(), UTC).strftime("%Y-%m-%d %H:%M:%S.%f")[:-3]
+            
+            # Create a structured trace entry
             traceEntry = f"[{timestamp}] {contextText}\n"
+            traceEntry += "=" * 80 + "\n"
             
-            # Add data if provided - show full content without truncation
+            # Add data if provided with improved formatting
             if data is not None:
-                if isinstance(data, (dict, list)):
-                    # Use ensure_ascii=False to preserve Unicode characters and indent=2 for readability
-                    traceEntry += f"Data: {json.dumps(data, indent=2, default=str, ensure_ascii=False)}\n"
-                else:
-                    # For string data, show full content without truncation
-                    traceEntry += f"Data: {str(data)}\n"
+                try:
+                    if isinstance(data, (dict, list)):
+                        # Format as pretty JSON with better settings
+                        jsonStr = json.dumps(data, indent=2, default=str, ensure_ascii=False, sort_keys=False)
+                        traceEntry += f"JSON Data:\n{jsonStr}\n"
+                    elif isinstance(data, str):
+                        # For string data, try to parse as JSON first, then fall back to plain text
+                        try:
+                            parsed = json.loads(data)
+                            jsonStr = json.dumps(parsed, indent=2, default=str, ensure_ascii=False, sort_keys=False)
+                            traceEntry += f"JSON Data (parsed from string):\n{jsonStr}\n"
+                        except (json.JSONDecodeError, TypeError):
+                            # Not valid JSON, show as plain text with proper line breaks
+                            formatted_data = data.replace('\\n', '\n')
+                            traceEntry += f"Text Data:\n{formatted_data}\n"
+                    else:
+                        # For other types, convert to string and try to parse as JSON
+                        dataStr = str(data)
+                        try:
+                            parsed = json.loads(dataStr)
+                            jsonStr = json.dumps(parsed, indent=2, default=str, ensure_ascii=False, sort_keys=False)
+                            traceEntry += f"JSON Data (parsed from object):\n{jsonStr}\n"
+                        except (json.JSONDecodeError, TypeError):
+                            # Not valid JSON, show as plain text with proper line breaks
+                            formatted_data = dataStr.replace('\\n', '\n')
+                            traceEntry += f"Object Data:\n{formatted_data}\n"
+                except Exception as e:
+                    # Fallback to simple string representation
+                    traceEntry += f"Data (fallback): {str(data)}\n"
+            else:
+                traceEntry += "No data provided\n"
             
-            traceEntry += "-" * 80 + "\n\n"
+            traceEntry += "=" * 80 + "\n\n"
             
             # Write to trace file
             with open(traceFile, "a", encoding="utf-8") as f:

modules/workflows/processing/core/validator.py

@@ -81,7 +81,14 @@ class WorkflowValidator:
                 if not isinstance(action, dict):
                     logger.error(f"Action {i} must be a dictionary")
                     return False
-                requiredFields = ['method', 'action', 'parameters', 'resultLabel']
+                # Check for compound action format (new) or separate method/action format (old)
+                if 'action' in action and '.' in str(action.get('action', '')):
+                    # New compound action format: "method.action"
+                    requiredFields = ['action', 'parameters', 'resultLabel']
+                else:
+                    # Old separate format: method + action fields
+                    requiredFields = ['method', 'action', 'parameters', 'resultLabel']
+                
                 missingFields = []
                 for field in requiredFields:
                     if field not in action or not action[field]:

modules/workflows/processing/modes/actionplanMode.py

@@ -214,9 +214,18 @@ class ActionplanMode(BaseMode):
                     continue
                 
                     
+                # Handle compound action format (new) or separate method/action format (old)
+                action_name = a.get('action', 'unknown')
+                if '.' in action_name:
+                    # New compound action format: "method.action"
+                    method_name, action_name = action_name.split('.', 1)
+                else:
+                    # Old separate format: method + action fields
+                    method_name = a.get('method', 'unknown')
+                
                 taskAction = self._createTaskAction({
-                    "execMethod": a.get('method', 'unknown'),
-                    "execAction": a.get('action', 'unknown'),
+                    "execMethod": method_name,
+                    "execAction": action_name,
                     "execParameters": a.get('parameters', {}),
                     "execResultLabel": a.get('resultLabel', ''),
                     "expectedDocumentFormats": a.get('expectedDocumentFormats', None),
@@ -791,7 +800,7 @@ class ActionplanMode(BaseMode):
             return None
 
     def _writeTraceLog(self, contextText: str, data: Any) -> None:
-        """Write trace data to configured trace file if in debug mode"""
+        """Write trace data to configured trace file if in debug mode with improved JSON formatting"""
         try:
             import os
             import json
@@ -814,20 +823,48 @@ class ActionplanMode(BaseMode):
             # Create trace file path
             traceFile = os.path.join(logDir, "log_trace.log")
             
-            # Format the trace entry
+            # Format the trace entry with better structure
             timestamp = datetime.fromtimestamp(self.services.utils.getUtcTimestamp(), UTC).strftime("%Y-%m-%d %H:%M:%S.%f")[:-3]
+            
+            # Create a structured trace entry
             traceEntry = f"[{timestamp}] {contextText}\n"
+            traceEntry += "=" * 80 + "\n"
             
-            # Add data if provided - show full content without truncation
+            # Add data if provided with improved formatting
             if data is not None:
-                if isinstance(data, (dict, list)):
-                    # Use ensure_ascii=False to preserve Unicode characters and indent=2 for readability
-                    traceEntry += f"Data: {json.dumps(data, indent=2, default=str, ensure_ascii=False)}\n"
-                else:
-                    # For string data, show full content without truncation
-                    traceEntry += f"Data: {str(data)}\n"
+                try:
+                    if isinstance(data, (dict, list)):
+                        # Format as pretty JSON with better settings
+                        jsonStr = json.dumps(data, indent=2, default=str, ensure_ascii=False, sort_keys=False)
+                        traceEntry += f"JSON Data:\n{jsonStr}\n"
+                    elif isinstance(data, str):
+                        # For string data, try to parse as JSON first, then fall back to plain text
+                        try:
+                            parsed = json.loads(data)
+                            jsonStr = json.dumps(parsed, indent=2, default=str, ensure_ascii=False, sort_keys=False)
+                            traceEntry += f"JSON Data (parsed from string):\n{jsonStr}\n"
+                        except (json.JSONDecodeError, TypeError):
+                            # Not valid JSON, show as plain text with proper line breaks
+                            formatted_data = data.replace('\\n', '\n')
+                            traceEntry += f"Text Data:\n{formatted_data}\n"
+                    else:
+                        # For other types, convert to string and try to parse as JSON
+                        dataStr = str(data)
+                        try:
+                            parsed = json.loads(dataStr)
+                            jsonStr = json.dumps(parsed, indent=2, default=str, ensure_ascii=False, sort_keys=False)
+                            traceEntry += f"JSON Data (parsed from object):\n{jsonStr}\n"
+                        except (json.JSONDecodeError, TypeError):
+                            # Not valid JSON, show as plain text with proper line breaks
+                            formatted_data = dataStr.replace('\\n', '\n')
+                            traceEntry += f"Object Data:\n{formatted_data}\n"
+                except Exception as e:
+                    # Fallback to simple string representation
+                    traceEntry += f"Data (fallback): {str(data)}\n"
+            else:
+                traceEntry += "No data provided\n"
             
-            traceEntry += "-" * 80 + "\n\n"
+            traceEntry += "=" * 80 + "\n\n"
             
             # Write to trace file
             with open(traceFile, "a", encoding="utf-8") as f:

modules/workflows/processing/modes/reactMode.py

@@ -53,9 +53,13 @@ class ReactMode(BaseMode):
         """Execute task using React mode - iterative plan-act-observe-refine loop"""
         logger.info(f"=== STARTING TASK {taskIndex or '?'}: {taskStep.objective} ===")
         
-        # NEW: Analyze user intent
-        self.currentIntent = self.intentAnalyzer.analyzeUserIntent(taskStep.objective, context)
-        logger.info(f"Intent analysis: {self.currentIntent}")
+        # NEW: Analyze user intent with both original prompt and task objective
+        # Get original user prompt from services (clean and reliable)
+        original_prompt = self.services.currentUserPrompt if self.services and hasattr(self.services, 'currentUserPrompt') else taskStep.objective
+        combined_context = f"Original request: {original_prompt}\n\nCurrent task: {taskStep.objective}"
+        
+        self.currentIntent = self.intentAnalyzer.analyzeUserIntent(combined_context, context)
+        logger.info(f"Intent analysis (original + task): {self.currentIntent}")
         
         # NEW: Reset progress tracking for new task
         self.progressTracker.reset()
@@ -193,32 +197,36 @@ class ReactMode(BaseMode):
         if jsonStart == -1 or jsonEnd == 0:
             raise ValueError("No JSON in selection response")
         selection = json.loads(response[jsonStart:jsonEnd])
-        if 'action' not in selection or not isinstance(selection['action'], dict):
-            raise ValueError("Selection missing 'action'")
+        if 'action' not in selection or not isinstance(selection['action'], str):
+            raise ValueError("Selection missing 'action' as string")
         return selection
 
     async def _actExecute(self, context: TaskContext, selection: Dict[str, Any], taskStep: TaskStep, 
                          workflow: ChatWorkflow, stepIndex: int) -> ActionResult:
         """Act: request minimal parameters then execute selected action"""
-        action = selection.get('action', {})
+        compoundActionName = selection.get('action', '')
         
-        # Check if parameters are already provided in the action selection
-        if 'parameters' in action and action['parameters']:
+        # Parse compound action name (e.g., "ai.webResearch" -> method="ai", action="webResearch")
+        if '.' not in compoundActionName:
+            raise ValueError(f"Invalid compound action name: {compoundActionName}. Expected format: method.action")
+        
+        methodName, actionName = compoundActionName.split('.', 1)
+        
+        # Check if parameters are already provided in the selection
+        if 'parameters' in selection and selection['parameters']:
             logger.info("Using parameters from action selection")
-            parameters = action['parameters']
+            parameters = selection['parameters']
         else:
             logger.info("No parameters in action selection, requesting from AI")
             promptTemplate = createReactParametersPromptTemplate()
             
             # Get action parameter description (not function signature)
-            method = action.get('method', '')
-            name = action.get('name', '')
             actionParameters = ""
             from modules.workflows.processing.shared.promptFactory import methods
-            if self.services and method in methods:
-                methodInstance = methods[method]['instance']
-                if name in methodInstance.actions:
-                    action_info = methodInstance.actions[name]
+            if self.services and methodName in methods:
+                methodInstance = methods[methodName]['instance']
+                if actionName in methodInstance.actions:
+                    action_info = methodInstance.actions[actionName]
                     # Extract parameter descriptions from docstring
                     docstring = action_info.get('description', '')
                     paramDescriptions, paramTypes = methodInstance._extractParameterDetails(docstring)
@@ -233,7 +241,7 @@ class ReactMode(BaseMode):
                     
                     actionParameters = "Required parameters:\n" + "\n".join(param_list)
             
-            selectedAction = f"{method}.{name}"
+            selectedAction = compoundActionName
             
             # Use context-aware placeholders for React parameters (full context)
             additional_data = {
@@ -287,8 +295,8 @@ class ReactMode(BaseMode):
         resultLabel = f"round{currentRound}_task{currentTask}_action{stepIndex}_results"
         
         taskAction = self._createTaskAction({
-            "execMethod": action.get('method', ''),
-            "execAction": action.get('name', ''),
+            "execMethod": methodName,
+            "execAction": actionName,
             "execParameters": parameters,
             "execResultLabel": resultLabel,
             "status": TaskStatus.PENDING
@@ -843,7 +851,7 @@ Return only the user-friendly message, no technical details."""
             return None
 
     def _writeTraceLog(self, contextText: str, data: Any) -> None:
-        """Write trace data to configured trace file if in debug mode"""
+        """Write trace data to configured trace file if in debug mode with improved JSON formatting"""
         try:
             import os
             import json
@@ -866,20 +874,48 @@ Return only the user-friendly message, no technical details."""
             # Create trace file path
             traceFile = os.path.join(logDir, "log_trace.log")
             
-            # Format the trace entry
+            # Format the trace entry with better structure
             timestamp = datetime.fromtimestamp(self.services.utils.getUtcTimestamp(), UTC).strftime("%Y-%m-%d %H:%M:%S.%f")[:-3]
+            
+            # Create a structured trace entry
             traceEntry = f"[{timestamp}] {contextText}\n"
+            traceEntry += "=" * 80 + "\n"
             
-            # Add data if provided - show full content without truncation
+            # Add data if provided with improved formatting
             if data is not None:
-                if isinstance(data, (dict, list)):
-                    # Use ensure_ascii=False to preserve Unicode characters and indent=2 for readability
-                    traceEntry += f"Data: {json.dumps(data, indent=2, default=str, ensure_ascii=False)}\n"
-                else:
-                    # For string data, show full content without truncation
-                    traceEntry += f"Data: {str(data)}\n"
+                try:
+                    if isinstance(data, (dict, list)):
+                        # Format as pretty JSON with better settings
+                        jsonStr = json.dumps(data, indent=2, default=str, ensure_ascii=False, sort_keys=False)
+                        traceEntry += f"JSON Data:\n{jsonStr}\n"
+                    elif isinstance(data, str):
+                        # For string data, try to parse as JSON first, then fall back to plain text
+                        try:
+                            parsed = json.loads(data)
+                            jsonStr = json.dumps(parsed, indent=2, default=str, ensure_ascii=False, sort_keys=False)
+                            traceEntry += f"JSON Data (parsed from string):\n{jsonStr}\n"
+                        except (json.JSONDecodeError, TypeError):
+                            # Not valid JSON, show as plain text with proper line breaks
+                            formatted_data = data.replace('\\n', '\n')
+                            traceEntry += f"Text Data:\n{formatted_data}\n"
+                    else:
+                        # For other types, convert to string and try to parse as JSON
+                        dataStr = str(data)
+                        try:
+                            parsed = json.loads(dataStr)
+                            jsonStr = json.dumps(parsed, indent=2, default=str, ensure_ascii=False, sort_keys=False)
+                            traceEntry += f"JSON Data (parsed from object):\n{jsonStr}\n"
+                        except (json.JSONDecodeError, TypeError):
+                            # Not valid JSON, show as plain text with proper line breaks
+                            formatted_data = dataStr.replace('\\n', '\n')
+                            traceEntry += f"Object Data:\n{formatted_data}\n"
+                except Exception as e:
+                    # Fallback to simple string representation
+                    traceEntry += f"Data (fallback): {str(data)}\n"
+            else:
+                traceEntry += "No data provided\n"
             
-            traceEntry += "-" * 80 + "\n\n"
+            traceEntry += "=" * 80 + "\n\n"
             
             # Write to trace file
             with open(traceFile, "a", encoding="utf-8") as f:
@@ -888,3 +924,4 @@ Return only the user-friendly message, no technical details."""
         except Exception as e:
             # Don't log trace errors to avoid recursion
             pass
+    

modules/workflows/processing/shared/contextAwarePlaceholders.py

@@ -113,6 +113,11 @@ class ContextAwarePlaceholders:
     
     def _extractUserPrompt(self, context: Any) -> str:
         """Extract user prompt from context."""
+        # Get the current user prompt from services (clean and reliable)
+        if self.services and hasattr(self.services, 'currentUserPrompt') and self.services.currentUserPrompt:
+            return self.services.currentUserPrompt
+        
+        # Fallback to task step objective if no current prompt found
         if hasattr(context, 'task_step') and context.task_step:
             return context.task_step.objective or 'No request specified'
         return 'No request specified'
@@ -182,7 +187,7 @@ class ContextAwarePlaceholders:
             return "No previous workflow rounds - this is the first round."
     
     def _getAvailableMethods(self) -> str:
-        """Get available methods for action selection and planning."""
+        """Get available methods for action selection and planning using compound action names."""
         try:
             from modules.workflows.processing.shared.promptFactory import methods, discoverMethods
             
@@ -190,19 +195,20 @@ class ContextAwarePlaceholders:
             if not methods:
                 discoverMethods(self.services)
             
-            # Create a structured JSON format for better AI parsing
-            available_methods_json = {}
+            # Create a flat JSON format with compound action names for better AI parsing
+            available_actions_json = {}
             for methodName, methodInfo in methods.items():
                 # Convert MethodAi -> ai, MethodDocument -> document, etc.
                 shortName = methodName.replace('Method', '').lower()
-                available_methods_json[shortName] = {}
                 
                 for actionName, actionInfo in methodInfo['actions'].items():
+                    # Create compound action name: method.action
+                    compoundActionName = f"{shortName}.{actionName}"
                     # Get the action description
                     action_description = actionInfo.get('description', f"Execute {actionName} action")
-                    available_methods_json[shortName][actionName] = action_description
+                    available_actions_json[compoundActionName] = action_description
             
-            return json.dumps(available_methods_json, indent=2, ensure_ascii=False)
+            return json.dumps(available_actions_json, indent=2, ensure_ascii=False)
         except Exception as e:
             logger.error(f"Error extracting available methods: {str(e)}")
             return json.dumps({}, indent=2, ensure_ascii=False)

modules/workflows/processing/shared/promptFactoryPlaceholders.py

@@ -21,281 +21,520 @@ from modules.workflows.processing.shared.promptFactory import (
 
 def createTaskPlanningPromptTemplate() -> str:
     """Create task planning prompt template with placeholders."""
-    return """Break down user requests into logical, executable task steps.
+    return """# Task Planning
 
-USER REQUEST:
+Break down user requests into logical, executable task steps.
+
+## 📋 Context
+
+### User Request
 {{KEY:USER_PROMPT}}
 
-AVAILABLE DOCUMENTS:
+### Available Documents
 {{KEY:AVAILABLE_DOCUMENTS}}
 
-PREVIOUS WORKFLOW ROUNDS:
+### Previous Workflow Rounds
 {{KEY:WORKFLOW_HISTORY}}
 
-TASK PLANNING RULES:
-- Create HIGH-LEVEL tasks - one topic per task, not detailed implementation steps
-- Focus on DELIVERING what the user asked for, not how to do it
-- For DATA requests (numbers, lists, calculations): Plan to deliver the actual data
-- For DOCUMENT requests (Word, PDF, Excel): Plan to create the formatted document
-- For ANALYSIS requests: Plan to analyze and deliver insights
-- Keep tasks simple and focused on outcomes, not implementation details
-- Each task should produce usable results for subsequent tasks
-- If retry request, analyze previous rounds to understand what failed
+## 📝 Task Planning Rules
 
-REQUIRED JSON STRUCTURE:
-{{
+### High-Level Focus
+- **Create HIGH-LEVEL tasks** - one topic per task, not detailed implementation steps
+- **Focus on DELIVERING** what the user asked for, not how to do it
+- **Keep tasks simple** and focused on outcomes, not implementation details
+- **Each task should produce** usable results for subsequent tasks
+
+### Request Type Handling
+- **DATA requests** (numbers, lists, calculations): Plan to deliver the actual data
+- **DOCUMENT requests** (Word, PDF, Excel): Plan to create the formatted document
+- **ANALYSIS requests**: Plan to analyze and deliver insights
+
+### Retry Handling
+- **If retry request**: Analyze previous rounds to understand what failed
+- **Learn from mistakes**: Improve the plan based on previous failures
+
+## 📊 Required JSON Structure
+
+```json
+{
     "overview": "Brief description of the overall plan",
     "languageUserDetected": "en",
     "userMessage": "User-friendly message explaining the task plan",
     "tasks": [
-        {{
+        {
             "id": "task_1",
             "objective": "Clear business objective focusing on what to deliver",
             "dependencies": ["task_0"],
             "success_criteria": ["measurable criteria 1", "measurable criteria 2"],
             "estimated_complexity": "low|medium|high",
             "userMessage": "What this task will accomplish"
-        }}
+        }
     ]
-}}
+}
+```
 
-RESPONSE: Return ONLY the JSON object."""
+## 🎯 Task Structure Guidelines
+
+### Task ID Format
+- Use sequential numbering: `task_1`, `task_2`, `task_3`
+- Keep IDs simple and clear
+
+### Objective Writing
+- **Focus on business value** - what will be delivered
+- **Be specific** about the expected outcome
+- **Avoid technical jargon** - use business language
+
+### Dependencies
+- **List prerequisite tasks** that must complete first
+- **Use task IDs** from the same plan
+- **Keep dependencies minimal** - avoid complex chains
+
+### Success Criteria
+- **Make them measurable** - specific, quantifiable outcomes
+- **Focus on deliverables** - what the user will receive
+- **Keep criteria realistic** - achievable within the task scope
+
+### Complexity Estimation
+- **Low**: Simple, straightforward tasks (1-2 actions)
+- **Medium**: Moderate complexity (3-5 actions)
+- **High**: Complex tasks requiring multiple steps (6+ actions)
+
+## 🚀 Response Format
+Return ONLY the JSON object."""
 
 
 def createActionDefinitionPromptTemplate() -> str:
     """Create action definition prompt template with placeholders."""
-    return """Generate the next action to advance toward completing the task objective.
+    return """# Action Definition
 
-TASK OBJECTIVE: {{KEY:USER_PROMPT}}
+Generate the next action to advance toward completing the task objective.
 
-AVAILABLE DOCUMENTS: {{KEY:AVAILABLE_DOCUMENTS}}
+## 📋 Context
 
-WORKFLOW HISTORY: {{KEY:WORKFLOW_HISTORY}}
+### Task Objective
+{{KEY:USER_PROMPT}}
 
-AVAILABLE METHODS: {{KEY:AVAILABLE_METHODS}}
+### Available Documents
+{{KEY:AVAILABLE_DOCUMENTS}}
 
-AVAILABLE CONNECTIONS: {{KEY:AVAILABLE_CONNECTIONS}}
+### Workflow History
+{{KEY:WORKFLOW_HISTORY}}
 
-USER LANGUAGE: {{KEY:USER_LANGUAGE}}
+### Available Methods
+{{KEY:AVAILABLE_METHODS}}
 
-REQUIRED JSON STRUCTURE FOR YOUR RESPONSE:
-{{
+### Available Connections
+{{KEY:AVAILABLE_CONNECTIONS}}
+
+### User Language
+{{KEY:USER_LANGUAGE}}
+
+## ⚠️ RULES
+
+### Action Names
+- **Use EXACT compound action names** from AVAILABLE_METHODS (e.g., "ai.process", "document.extract", "web.search")
+- **DO NOT create** new action names - only use those listed in AVAILABLE_METHODS
+- **DO NOT separate** method and action names - use the full compound name
+
+### Parameter Guidelines
+- **Use exact document references** from AVAILABLE_DOCUMENTS
+- **Use exact connection references** from AVAILABLE_CONNECTIONS
+- **Include user language** if relevant
+- **Avoid unnecessary fields** - host applies defaults
+
+## 📊 Required JSON Structure
+
+```json
+{
     "actions": [
-        {{
-            "method": "method_name",
-            "action": "action_name", 
+        {
+            "action": "method.action_name",
             "parameters": {},
             "resultLabel": "round{current_round}_task{current_task}_action{action_number}_{descriptive_label}",
             "description": "What this action accomplishes",
             "userMessage": "User-friendly message in {{KEY:USER_LANGUAGE}}"
-        }}
+        }
     ]
-}}
+}
+```
 
-CRITICAL: 
-- Use EXACT method names from AVAILABLE_METHODS (e.g., "ai", "document", "web")
-- Use EXACT action names from AVAILABLE_METHODS (e.g., "process", "extract", "search")
-- DO NOT combine method and action names (e.g., "document.extract" is WRONG)
-- DO NOT create new method or action names
+## ✅ Correct Example
 
-CORRECT EXAMPLE:
-{{
+```json
+{
     "actions": [
-        {{
-            "method": "document",
-            "action": "extract",
-            "parameters": {{"documentList": ["docList:msg_123:results"], "prompt": "Extract data"}},
+        {
+            "action": "document.extract",
+            "parameters": {"documentList": ["docList:msg_123:results"]},
             "resultLabel": "round1_task1_action1_extract_results",
             "description": "Extract data from documents",
             "userMessage": "Extracting data from documents"
-        }}
+        }
     ]
-}}
+}
+```
 
-WRONG EXAMPLE (DO NOT USE):
-{{
-    "actions": [
-        {{
-            "method": "document.extract",
-            "action": "extract_data",
-            ...
-        }}
-    ]
-}}
 
-RESPONSE: Return ONLY the JSON object."""
+## 🎯 Action Planning Guidelines
+
+### Method Selection
+- **Choose appropriate method** based on task requirements
+- **Consider available resources** (documents, connections)
+- **Match method capabilities** to task objectives
+
+### Parameter Design
+- **Use ACTION SIGNATURE** to understand required parameters
+- **Convert objective** into appropriate parameter values
+- **Include all required parameters** for the action
+
+### Result Labeling
+- **Use descriptive labels** that explain what the action produces
+- **Follow naming convention**: `round{round}_task{task}_action{action}_{label}`
+- **Make labels meaningful** for future reference
+
+### User Messages
+- **Write in user language** ({{KEY:USER_LANGUAGE}})
+- **Explain what's happening** in user-friendly terms
+- **Keep messages concise** but informative
+
+## 🚀 Response Format
+Return ONLY the JSON object."""
 
 
 def createActionSelectionPromptTemplate() -> str:
     """Create action selection prompt template with placeholders."""
-    return """Select exactly one action to advance the task.
+    return """# Action Selection
 
-OBJECTIVE: {{KEY:USER_PROMPT}}
-AVAILABLE DOCUMENTS: {{KEY:AVAILABLE_DOCUMENTS}}
-USER LANGUAGE: {{KEY:USER_LANGUAGE}}
+Select exactly one action to advance the task.
 
-AVAILABLE METHODS:
+## 📋 Context
+
+### Objective
+{{KEY:USER_PROMPT}}
+
+### Available Documents
+{{KEY:AVAILABLE_DOCUMENTS}}
+
+### User Language
+{{KEY:USER_LANGUAGE}}
+
+### Available Methods
 {{KEY:AVAILABLE_METHODS}}
 
-CRITICAL: Return ONLY the method and action name. Do NOT include parameters or prompts.
-CRITICAL: Use EXACT method names from AVAILABLE_METHODS above - do NOT combine method and action names!
+## ⚠️ CRITICAL RULES
 
-REQUIRED JSON FORMAT:
-{"action":{"method":"method_name","name":"action_name"}}
+### Selection Requirements
+- **Return ONLY the compound action name**
+- **Do NOT include parameters or prompts**
+- **Use EXACT compound action names** from AVAILABLE_METHODS above
+- **DO NOT create** new action names
 
-EXAMPLES:
-{"action":{"method":"ai","name":"process"}}
-{"action":{"method":"document","name":"extract"}}
-{"action":{"method":"document","name":"generate"}}
-{"action":{"method":"web","name":"search"}}
+### Action Format
+- **Compound action names**: Use exact names from AVAILABLE_METHODS (e.g., "ai.process", "document.extract", "web.search")
+- **Single field format**: Use the full compound action name as a single string
 
-WRONG FORMAT (DO NOT USE):
-{"action":{"method":"document.extract","name":"some_action"}}
-{"action":{"method":"ai.process","name":"some_action"}}"""
+## 📝 Required JSON Format
+
+```json
+{"action":"method.action_name"}
+```
+
+## ✅ Correct Examples
+
+```json
+{"action":"ai.process"}
+{"action":"document.extract"}
+{"action":"web.search"}
+```
+
+
+## 🎯 Selection Guidelines
+
+### Choose Appropriate Action
+- **Match action to objective** - select the most relevant action
+- **Consider available resources** - ensure required documents/connections are available
+- **Think about the next step** - what action will advance the task
+
+### Method Selection
+- **AI methods**: For processing, analysis, or generation tasks
+- **Document methods**: For document operations (extract, generate, etc.)
+- **Web methods**: For web searches or external data retrieval
+- **Other methods**: Based on specific requirements
+
+## 🚀 Response Format
+Return ONLY the JSON object."""
 
 
 def createActionParameterPromptTemplate() -> str:
     """Create action parameter prompt template with placeholders."""
-    return """CRITICAL: You MUST wrap all parameters in a "parameters" object!
+    return """# Action Parameter Generation
 
-MANDATORY RESPONSE FORMAT:
-{"parameters":{"parameterName": "parameterValue"}}
+You are an AI assistant tasked with generating parameters for a selected action.
 
-EXAMPLES:
-For aiPrompt parameter: {"parameters":{"aiPrompt": "Your prompt here"}}
-For multiple parameters: {"parameters":{"aiPrompt": "Your prompt here", "language": "en"}}
+## 🎯 Your Goal
+Provide the EXACT parameters required by the ACTION SIGNATURE, using information from the OBJECTIVE, AVAILABLE DOCUMENTS, and AVAILABLE CONNECTIONS.
+
+## ⚠️ CRITICAL RULES
+- **MUST respond with a JSON object**
+- **All parameters MUST be wrapped in a "parameters" object**
+- **ONLY include parameters listed in the ACTION SIGNATURE**
+- **Do NOT use code blocks or markdown in your response**
+- **Return ONLY the JSON object**
+
+## 📋 Document & Connection References
+- **Document references**: Copy the EXACT reference string from AVAILABLE DOCUMENTS (e.g., `docList:msg_UUID:label`)
+- **Connection references**: Copy the EXACT reference string from AVAILABLE CONNECTIONS (e.g., `connection:msft:user@domain.com:uuid [status:active, token:valid]`)
+- **Do NOT invent, shorten, or modify any references**
+- **If unsure**: Use "UNCLEAR_REFERENCE" or "UNCLEAR_OBJECTIVE" and explain in a comment
+
+## 📝 Input Context
+
+### Selected Action
+{{KEY:SELECTED_ACTION}}
+
+### Objective
+{{KEY:USER_PROMPT}}
+
+### Available Documents
+{{KEY:AVAILABLE_DOCUMENTS}}
+
+### Available Connections
+{{KEY:AVAILABLE_CONNECTIONS}}
+
+### User Language
+{{KEY:USER_LANGUAGE}}
+
+### Action Requirements
+{{KEY:ACTION_SIGNATURE}}
+
+## 📚 Reference Types
+
+### Document References
+- **docItem**: Reference to a single document (e.g., "docItem:uuid:filename.pdf")
+- **docList**: Reference to a group of documents (e.g., "docList:msg_123:AnalysisResults")
+- **Use EXACT reference strings** shown in AVAILABLE_DOCUMENTS
+
+### Connection References
+- **Use exact connection references** from AVAILABLE CONNECTIONS
+- **Examples**: "connection:msft:user@domain.com:uuid [status:active, token:valid]", "connection:sp:user@domain.com:uuid [status:active, token:valid]"
+
+## 💡 Basic Examples
+
+```json
+{"parameters":{"aiPrompt": "Summarize the document"}}
+{"parameters":{"documentList": ["docList:msg_UUID:label"]}}
+{"parameters":{"connectionReference": "connection:msft:user@domain.com:uuid [status:active, token:valid]"}}
+```
+
+## ❌ Wrong Format (DO NOT USE)
 
-WRONG FORMAT (DO NOT USE):
-{"aiPrompt": "Your prompt here"}
 ```json
 {"aiPrompt": "Your prompt here"}
 ```
 
-CORRECT FORMAT (MUST USE):
-{"parameters":{"aiPrompt": "Your prompt here"}}
-
-DO NOT use code blocks or markdown. Return ONLY the JSON object with parameters wrapped in "parameters".
-
-Provide only the required parameters for this action.
-
-SELECTED ACTION: {{KEY:SELECTED_ACTION}}
-
-ACTION SIGNATURE: {{KEY:ACTION_SIGNATURE}}
-
-OBJECTIVE: {{KEY:USER_PROMPT}}
-
-AVAILABLE DOCUMENTS: {{KEY:AVAILABLE_DOCUMENTS}}
-
-AVAILABLE CONNECTIONS: {{KEY:AVAILABLE_CONNECTIONS}}
-
-USER LANGUAGE: {{KEY:USER_LANGUAGE}}
-
-DOCUMENT REFERENCE TYPES:
-- docItem: Reference to a single document (e.g., "docItem:uuid:filename.pdf")
-- docList: Reference to a group of documents (e.g., "docList:msg_123:AnalysisResults")
-- Use the EXACT reference strings shown in AVAILABLE_DOCUMENTS (e.g., "docList:msg_123:round1_task1_action1_results")
-
-CONNECTION REFERENCE TYPES:
-- Use exact connection references from AVAILABLE CONNECTIONS (e.g., "conn_microsoft_123", "conn_sharepoint_456")
-
-CRITICAL RULES:
-- ONLY use exact document reference strings from AVAILABLE_DOCUMENTS (e.g., "docList:msg_123:round1_task1_action1_results")
-- DO NOT add file paths or individual filenames to document references
-- ONLY use exact connection references from AVAILABLE CONNECTIONS
-- For documentList parameters: Use the EXACT reference strings shown in AVAILABLE_DOCUMENTS
-- For connectionReference parameters: Use the exact connection reference from AVAILABLE CONNECTIONS
-- Include user language if relevant
-- Avoid unnecessary fields; host applies defaults
-- Use the ACTION SIGNATURE above to understand what parameters are required
-- Convert the objective into appropriate parameter values as needed
-
-CRITICAL: You MUST wrap all parameters in a "parameters" object!
-
-MANDATORY RESPONSE FORMAT:
-{"parameters":{"parameterName": "parameterValue"}}
-
-EXAMPLES:
-For aiPrompt parameter:
-{"parameters":{"aiPrompt": "Your prompt here"}}
-
-For multiple parameters:
-{"parameters":{"aiPrompt": "Your prompt here", "language": "en"}}
-
-WRONG FORMAT (DO NOT USE):
-{"aiPrompt": "Your prompt here"}
 ```json
-{"aiPrompt": "Your prompt here"}
+{"parameters":{"aiPrompt": "Your prompt here"}}
 ```
 
-CORRECT FORMAT (MUST USE):
-{"parameters":{"aiPrompt": "Your prompt here"}}
+## 🎯 Parameter Guidelines
 
-DO NOT use code blocks or markdown. Return ONLY the JSON object with parameters wrapped in "parameters"."""
+### Required Parameters
+- **Use ACTION SIGNATURE** to understand what parameters are required
+- **Convert objective** into appropriate parameter values
+- **Include user language** if relevant
+- **Avoid unnecessary fields** - host applies defaults
+
+### Document Reference Rules
+- **ONLY use exact document reference strings** from AVAILABLE_DOCUMENTS
+- **DO NOT add file paths** or individual filenames to document references
+- **For documentList parameters**: Use the EXACT reference strings shown in AVAILABLE_DOCUMENTS
+
+### Connection Reference Rules
+- **ONLY use exact connection references** from AVAILABLE CONNECTIONS
+- **For connectionReference parameters**: Use the exact connection reference from AVAILABLE CONNECTIONS
+
+## 🚀 Response Format
+Return your JSON response immediately after this prompt."""
 
 
 def createRefinementPromptTemplate() -> str:
     """Create refinement prompt template with placeholders."""
-    return """Decide next step based on observation.
+    return """# Workflow Refinement Decision
 
-OBJECTIVE: {{KEY:USER_PROMPT}}
-OBSERVATION:
+Decide the next step based on the observation.
+
+## 📋 Context
+
+### Objective
+{{KEY:USER_PROMPT}}
+
+### Observation
 {{KEY:REVIEW_CONTENT}}
 
-CRITICAL RULES:
-- If user wants DATA (numbers, lists, calculations): Ensure AI delivers the actual data, not code
-- If user wants DOCUMENTS (Word, PDF, Excel): Ensure appropriate method is used to create the document
-- If user wants ANALYSIS: Ensure AI analyzes and delivers insights
-- NEVER accept code when user wants data - demand the actual data
-- NEVER accept algorithms when user wants results - demand the actual results
+## ⚠️ CRITICAL RULES
 
-DECISION RULES:
-- If the objective is fulfilled (user got what they asked for), decide stop
-- If the objective is not fulfilled (user didn't get what they asked for), decide continue
+### Data Requirements
+- **If user wants DATA** (numbers, lists, calculations): Ensure AI delivers the actual data, not code
+- **If user wants DOCUMENTS** (Word, PDF, Excel): Ensure appropriate method is used to create the document
+- **If user wants ANALYSIS**: Ensure AI analyzes and delivers insights
+- **NEVER accept code when user wants data** - demand the actual data
+- **NEVER accept algorithms when user wants results** - demand the actual results
+
+## 🤔 Decision Rules
+
+### Continue Conditions
+- The objective is **NOT fulfilled** (user didn't get what they asked for)
+- More data or processing is needed
+- The current result is incomplete
+
+### Stop Conditions
+- The objective is **fulfilled** (user got what they asked for)
+- All required data has been delivered
+- The task is complete
+
+### Focus
 - Focus on what the user actually wants, not what was delivered
+- Consider the user's original request carefully
 
-RESPONSE FORMAT (JSON only):
-{"decision":"continue","reason":"Need more data"}"""
+## 📝 Response Format
+
+```json
+{"decision":"continue","reason":"Need more data"}
+```
+
+### Decision Options
+- `"continue"` - Keep working on the objective
+- `"stop"` - Objective has been fulfilled
+
+### Reason Examples
+- `"Need more data"`
+- `"Objective fulfilled"`
+- `"User got the requested document"`
+- `"Analysis complete"`
+
+## 🎯 Decision Guidelines
+
+### When to Continue
+- **Incomplete results** - User didn't get what they asked for
+- **Missing data** - Need to gather more information
+- **Partial success** - Some but not all requirements met
+- **Technical issues** - Action failed and needs retry
+
+### When to Stop
+- **Complete success** - User got exactly what they asked for
+- **All criteria met** - Success criteria have been achieved
+- **Document created** - Required document has been generated
+- **Data delivered** - All requested data has been provided
+
+### Quality Assessment
+- **Check completeness** - Is the result complete?
+- **Verify accuracy** - Is the data correct?
+- **Assess usefulness** - Does it meet the user's needs?
+- **Consider format** - Is it in the requested format?
+
+## 🚀 Response Format
+Return your JSON response immediately after this prompt."""
 
 
 def createResultReviewPromptTemplate() -> str:
     """Create result review prompt template with placeholders."""
-    return """Review task execution outcomes and determine success, retry needs, or failure.
+    return """# Result Review & Validation
 
-TASK OBJECTIVE: {{KEY:USER_PROMPT}}
+Review task execution outcomes and determine success, retry needs, or failure.
 
-EXECUTION RESULTS:
+## 📋 Context
+
+### Task Objective
+{{KEY:USER_PROMPT}}
+
+### Execution Results
 {{KEY:REVIEW_CONTENT}}
 
-VALIDATION CRITERIA:
-- Review each action's success/failure status
-- Check if required documents were produced
-- Validate document quality and completeness
-- Assess if success criteria were met
-- Identify any missing or incomplete outputs
-- Determine if retry would help or if task should be marked as failed
+## 🔍 Validation Criteria
 
-REQUIRED JSON STRUCTURE:
-{{
+### Action Assessment
+- **Review each action's success/failure status**
+- **Check if required documents were produced**
+- **Validate document quality and completeness**
+- **Assess if success criteria were met**
+- **Identify any missing or incomplete outputs**
+
+### Decision Making
+- **Determine if retry would help** or if task should be marked as failed
+- **Consider business value** and user satisfaction
+- **Evaluate technical execution** and results quality
+
+## 📊 Required JSON Structure
+
+```json
+{
     "status": "success|retry|failed",
     "reason": "Detailed explanation of the validation decision",
     "improvements": ["specific improvement 1", "specific improvement 2"],
-    "quality_score": 8,  // 1-10 scale
+    "quality_score": 8,
     "met_criteria": ["criteria1", "criteria2"],
     "unmet_criteria": ["criteria3", "criteria4"],
-    "confidence": 0.85,  // 0.0-1.0 scale
+    "confidence": 0.85,
     "userMessage": "User-friendly message explaining the validation result"
-}}
+}
+```
 
-VALIDATION PRINCIPLES:
-- Be thorough but fair in assessment
-- Focus on business value and outcomes
-- Consider both technical execution and business results
-- Provide specific, actionable improvement suggestions
-- Use quality scores to track progress across retries
-- Clearly identify which success criteria were met vs. unmet
-- Set appropriate confidence levels based on evidence quality
+## 🎯 Validation Principles
 
-NOTE: Respond with ONLY the JSON object. Do not include any explanatory text."""
+### Assessment Approach
+- **Be thorough but fair** in assessment
+- **Focus on business value** and outcomes
+- **Consider both technical execution** and business results
+- **Provide specific, actionable** improvement suggestions
+
+### Quality Scoring
+- **Use quality scores** to track progress across retries
+- **Scale 1-10**: 1 = Poor, 5 = Average, 10 = Excellent
+- **Consider completeness, accuracy, and usefulness**
+
+### Criteria Evaluation
+- **Clearly identify** which success criteria were met vs. unmet
+- **List specific criteria** that were achieved
+- **Note missing requirements** that need attention
+
+### Confidence Levels
+- **Set appropriate confidence levels** based on evidence quality
+- **Scale 0.0-1.0**: 0.0 = No confidence, 1.0 = Complete confidence
+- **Consider data quality** and result reliability
+
+## 📝 Status Definitions
+
+### Success
+- **All objectives met** - User got what they asked for
+- **Quality standards met** - Results are complete and accurate
+- **No retry needed** - Task is fully complete
+
+### Retry
+- **Partial success** - Some but not all objectives met
+- **Improvement possible** - Retry could lead to better results
+- **Technical issues** - Action failures that can be resolved
+
+### Failed
+- **No progress made** - Objectives not achieved
+- **Technical limitations** - Cannot be resolved with retry
+- **Resource constraints** - Missing required inputs
+
+## 💡 Improvement Suggestions
+
+### Actionable Improvements
+- **Be specific** - Don't just say "improve quality"
+- **Focus on process** - How to do better next time
+- **Consider resources** - What additional inputs might help
+- **Technical fixes** - Address specific technical issues
+
+### Examples
+- "Use more specific document references from AVAILABLE_DOCUMENTS"
+- "Include user language parameter for better localization"
+- "Break down complex objective into smaller, focused actions"
+- "Verify document references before processing"
+
+## 🚀 Response Format
+Return ONLY the JSON object. Do not include any explanatory text."""
 
 
 # Helper functions to extract content for placeholders
@@ -322,25 +561,26 @@ def extractWorkflowHistory(service, context) -> str:
 
 
 def extractAvailableMethods(service) -> str:
-    """Extract available methods for action planning."""
+    """Extract available methods for action planning using compound action names."""
     try:
         # Get the methods dictionary directly from the global methods variable
         if not methods:
             discoverMethods(service)
         
-        # Create a structured JSON format for better AI parsing
-        available_methods_json = {}
+        # Create a flat JSON format with compound action names for better AI parsing
+        available_actions_json = {}
         for methodName, methodInfo in methods.items():
             # Convert MethodAi -> ai, MethodDocument -> document, etc.
             shortName = methodName.replace('Method', '').lower()
-            available_methods_json[shortName] = {}
             
             for actionName, actionInfo in methodInfo['actions'].items():
+                # Create compound action name: method.action
+                compoundActionName = f"{shortName}.{actionName}"
                 # Get the action description
                 action_description = actionInfo.get('description', f"Execute {actionName} action")
-                available_methods_json[shortName][actionName] = action_description
+                available_actions_json[compoundActionName] = action_description
         
-        return json.dumps(available_methods_json, indent=2, ensure_ascii=False)
+        return json.dumps(available_actions_json, indent=2, ensure_ascii=False)
     except Exception as e:
         logger.error(f"Error extracting available methods: {str(e)}")
         return json.dumps({}, indent=2, ensure_ascii=False)

modules/workflows/processing/shared/reactPromptTemplates.py

@@ -1,136 +1,158 @@
 """
-React mode specific prompt templates with context-aware placeholders.
-These templates are optimized for different phases of React mode execution.
+React-specific prompt templates for dynamic AI calls.
+These templates are tailored for the React mode's iterative process.
 """
 
 def createReactPlanSelectionPromptTemplate() -> str:
-    """Create React plan selection prompt template with minimal context."""
-    return """Select exactly one action to advance the task.
+    """Create action selection prompt template for React mode with minimal placeholders."""
+    return """# Action Selection
 
-OBJECTIVE: {{KEY:USER_PROMPT}}
-AVAILABLE DOCUMENTS: {{KEY:AVAILABLE_DOCUMENTS}}
-USER LANGUAGE: {{KEY:USER_LANGUAGE}}
+Select exactly one action to advance the task.
 
-AVAILABLE METHODS:
+## 📋 Context
+
+### Objective
+{{KEY:USER_PROMPT}}
+
+### Available Documents
+{{KEY:AVAILABLE_DOCUMENTS}}
+
+### User Language
+{{KEY:USER_LANGUAGE}}
+
+### Available Methods
 {{KEY:AVAILABLE_METHODS}}
 
-AVAILABLE CONNECTIONS: {{KEY:AVAILABLE_CONNECTIONS}}
+### Available Connections
+{{KEY:AVAILABLE_CONNECTIONS}}
 
-CRITICAL: Return ONLY the method and action name. Do NOT include parameters or prompts.
-CRITICAL: Use EXACT method names from AVAILABLE_METHODS above - do NOT combine method and action names!
+## ⚠️ CRITICAL RULES
+- **Return ONLY the compound action name**
+- **Do NOT include parameters or prompts**
+- **Use EXACT compound action names from AVAILABLE_METHODS above**
+- **DO NOT create new action names**
 
-REQUIRED JSON FORMAT:
-{"action":{"method":"method_name","name":"action_name"}}
+## 📝 Required JSON Format
+```json
+{"action":"method.action_name"}
+```
 
-EXAMPLES:
-{"action":{"method":"ai","name":"process"}}
-{"action":{"method":"document","name":"extract"}}
-{"action":{"method":"document","name":"generate"}}
-{"action":{"method":"web","name":"search"}}
+## ✅ Correct Examples
+```json
+{"action":"ai.process"}
+{"action":"document.extract"}
+{"action":"document.generate"}
+{"action":"web.search"}
+```
 
-WRONG FORMAT (DO NOT USE):
-{"action":{"method":"document.extract","name":"some_action"}}
-{"action":{"method":"ai.process","name":"some_action"}}"""
+"""
 
 
 def createReactParametersPromptTemplate() -> str:
-    """Create React parameters prompt template with full context."""
-    return """CRITICAL: You MUST wrap all parameters in a "parameters" object!
+    """Create action parameter prompt template for React mode with full context placeholders."""
+    return """# Action Parameter Generation
 
-MANDATORY RESPONSE FORMAT:
-{"parameters":{"parameterName": "parameterValue"}}
+You are an AI assistant tasked with generating parameters for a selected action.
 
-EXAMPLES:
-For aiPrompt parameter: {"parameters":{"aiPrompt": "Your prompt here"}}
-For multiple parameters: {"parameters":{"aiPrompt": "Your prompt here", "language": "en"}}
+## 🎯 Your Goal
+Provide the EXACT parameters required by the ACTION SIGNATURE, using information from the OBJECTIVE, AVAILABLE DOCUMENTS, and AVAILABLE CONNECTIONS.
+
+## ⚠️ CRITICAL RULES
+- **MUST respond with a JSON object**
+- **All parameters MUST be wrapped in a "parameters" object**
+- **ONLY include parameters listed in the ACTION SIGNATURE**
+- **Do NOT use code blocks or markdown in your response**
+- **Return ONLY the JSON object**
+
+## 📋 Document & Connection References
+- **Document references**: Copy the EXACT reference string from AVAILABLE DOCUMENTS (e.g., `docList:msg_UUID:label`)
+- **Connection references**: Copy the EXACT reference string from AVAILABLE CONNECTIONS (e.g., `connection:msft:user@domain.com:uuid [status:active, token:valid]`)
+- **Do NOT invent, shorten, or modify any references**
+- **If unsure**: Use "UNCLEAR_REFERENCE" or "UNCLEAR_OBJECTIVE" and explain in a comment
+
+## 📝 Input Context
+
+### Selected Action
+{{KEY:SELECTED_ACTION}}
+
+### Objective
+{{KEY:USER_PROMPT}}
+
+### Available Documents
+{{KEY:AVAILABLE_DOCUMENTS}}
+
+### Available Connections
+{{KEY:AVAILABLE_CONNECTIONS}}
+
+### User Language
+{{KEY:USER_LANGUAGE}}
+
+### Action Requirements
+{{KEY:ACTION_SIGNATURE}}
+
+## 💡 Basic Examples
 
-WRONG FORMAT (DO NOT USE):
-{"aiPrompt": "Your prompt here"}
 ```json
-{"aiPrompt": "Your prompt here"}
+{"parameters":{"aiPrompt": "Summarize the document"}}
+{"parameters":{"documentList": ["docList:msg_UUID:label"]}}
+{"parameters":{"connectionReference": "connection:msft:user@domain.com:uuid [status:active, token:valid]"}}
 ```
 
-CORRECT FORMAT (MUST USE):
-{"parameters":{"aiPrompt": "Your prompt here"}}
-
-DO NOT use code blocks or markdown. Return ONLY the JSON object with parameters wrapped in "parameters".
-
-Provide only the required parameters for this action.
-
-SELECTED ACTION: {{KEY:SELECTED_ACTION}}
-
-ACTION SIGNATURE: {{KEY:ACTION_SIGNATURE}}
-
-OBJECTIVE: {{KEY:USER_PROMPT}}
-
-AVAILABLE DOCUMENTS: {{KEY:AVAILABLE_DOCUMENTS}}
-
-AVAILABLE CONNECTIONS: {{KEY:AVAILABLE_CONNECTIONS}}
-
-USER LANGUAGE: {{KEY:USER_LANGUAGE}}
-
-DOCUMENT REFERENCE TYPES:
-- docItem: Reference to a single document (e.g., "docItem:uuid:filename.pdf")
-- docList: Reference to a group of documents (e.g., "docList:msg_123:AnalysisResults")
-- Use the EXACT reference strings shown in AVAILABLE_DOCUMENTS (e.g., "docList:msg_123:round1_task1_action1_results")
-
-CONNECTION REFERENCE TYPES:
-- Use exact connection references from AVAILABLE CONNECTIONS (e.g., "conn_microsoft_123", "conn_sharepoint_456")
-
-CRITICAL RULES:
-- ONLY use exact document reference strings from AVAILABLE_DOCUMENTS (e.g., "docList:msg_123:round1_task1_action1_results")
-- DO NOT add file paths or individual filenames to document references
-- ONLY use exact connection references from AVAILABLE CONNECTIONS
-- For documentList parameters: Use the EXACT reference strings shown in AVAILABLE_DOCUMENTS
-- For connectionReference parameters: Use the exact connection reference from AVAILABLE CONNECTIONS
-- Include user language if relevant
-- Avoid unnecessary fields; host applies defaults
-- Use the ACTION SIGNATURE above to understand what parameters are required
-- Convert the objective into appropriate parameter values as needed
-
-CRITICAL: You MUST wrap all parameters in a "parameters" object!
-
-MANDATORY RESPONSE FORMAT:
-{"parameters":{"parameterName": "parameterValue"}}
-
-EXAMPLES:
-For aiPrompt parameter:
-{"parameters":{"aiPrompt": "Your prompt here"}}
-
-For multiple parameters:
-{"parameters":{"aiPrompt": "Your prompt here", "language": "en"}}
-
-WRONG FORMAT (DO NOT USE):
-{"aiPrompt": "Your prompt here"}
-```json
-{"aiPrompt": "Your prompt here"}
-```
-
-CORRECT FORMAT (MUST USE):
-{"parameters":{"aiPrompt": "Your prompt here"}}
-
-DO NOT use code blocks or markdown. Return ONLY the JSON object with parameters wrapped in "parameters"."""
+## 🚀 Response Format
+Return your JSON response immediately after this prompt."""
 
 
 def createReactRefinementPromptTemplate() -> str:
-    """Create React refinement prompt template."""
-    return """Decide next step based on observation.
+    """Create refinement prompt template for React mode with full context placeholders."""
+    return """# Workflow Refinement Decision
 
-OBJECTIVE: {{KEY:USER_PROMPT}}
-OBSERVATION:
+Decide the next step based on the observation.
+
+## 📋 Context
+
+### Objective
+{{KEY:USER_PROMPT}}
+
+### Observation
 {{KEY:REVIEW_CONTENT}}
 
-CRITICAL RULES:
-- If user wants DATA (numbers, lists, calculations): Ensure AI delivers the actual data, not code
-- If user wants DOCUMENTS (Word, PDF, Excel): Ensure appropriate method is used to create the document
-- If user wants ANALYSIS: Ensure AI analyzes and delivers insights
-- NEVER accept code when user wants data - demand the actual data
-- NEVER accept algorithms when user wants results - demand the actual results
+## ⚠️ CRITICAL RULES
 
-DECISION RULES:
-- If the objective is fulfilled (user got what they asked for), decide stop
-- If the objective is not fulfilled (user didn't get what they asked for), decide continue
+### Data Requirements
+- **If user wants DATA** (numbers, lists, calculations): Ensure AI delivers the actual data, not code
+- **If user wants DOCUMENTS** (Word, PDF, Excel): Ensure appropriate method is used to create the document
+- **If user wants ANALYSIS**: Ensure AI analyzes and delivers insights
+- **NEVER accept code when user wants data** - demand the actual data
+- **NEVER accept algorithms when user wants results** - demand the actual results
+
+## 🤔 Decision Rules
+
+### Continue Conditions
+- The objective is **NOT fulfilled** (user didn't get what they asked for)
+- More data or processing is needed
+- The current result is incomplete
+
+### Stop Conditions
+- The objective is **fulfilled** (user got what they asked for)
+- All required data has been delivered
+- The task is complete
+
+### Focus
 - Focus on what the user actually wants, not what was delivered
+- Consider the user's original request carefully
 
-RESPONSE FORMAT (JSON only):
-{"decision":"continue","reason":"Need more data"}"""
+## 📝 Response Format
+
+```json
+{"decision":"continue","reason":"Need more data"}
+```
+
+### Decision Options
+- `"continue"` - Keep working on the objective
+- `"stop"` - Objective has been fulfilled
+
+### Reason Examples
+- `"Need more data"`
+- `"Objective fulfilled"`
+- `"User got the requested document"`
+- `"Analysis complete"`"""

modules/workflows/workflowManager.py

@@ -63,7 +63,8 @@ class WorkflowManager:
                 self.services.workflow.updateWorkflow(workflowId, {
                     "status": "running",
                     "lastActivity": currentTime,
-                    "currentRound": newRound
+                    "currentRound": newRound,
+                    "workflowMode": workflowMode  # Update workflow mode for existing workflows
                 })
 
                 workflow = self.services.workflow.getWorkflow(workflowId)
@@ -72,11 +73,14 @@ class WorkflowManager:
 
                 self.services.workflow.createLog({
                     "workflowId": workflowId,
-                    "message": f"Workflow resumed (round {workflow.currentRound})",
+                    "message": f"Workflow resumed (round {workflow.currentRound}) with mode: {workflowMode}",
                     "type": "info",
                     "status": "running",
                     "progress": 0
                 })
+                
+                # CRITICAL: Update the workflow object's workflowMode attribute for immediate use
+                workflow.workflowMode = workflowMode
             else:
                 workflowData = {
                     "name": "New Workflow",
@@ -150,6 +154,8 @@ class WorkflowManager:
     async def _workflowProcess(self, userInput: UserInputRequest, workflow: ChatWorkflow) -> None:
         """Process a workflow with user input"""
         try:
+            # Store the current user prompt in services for easy access throughout the workflow
+            self.services.currentUserPrompt = userInput.prompt
             self.workflowProcessor = WorkflowProcessor(self.services, workflow)
             message = await self._sendFirstMessage(userInput, workflow)
             task_plan = await self._planTasks(userInput, workflow)

test-chat/extraction/extraction_ai_result_r0t0a0_111.txt/part_000_full_001.txt

@@ -0,0 +1,12 @@
+# typeGroup: text
+# label: main
+# chunk: False
+# size: 3216
+
+To calculate and validate the first 1000 prime numbers, we can use a simple algorithm to generate them. Below is the JSON response containing the first 1000 prime numbers in the specified format:
+
+```json
+{
+  "documents": [
+    {
+      "data": "2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97, 101, 103, 107, 109, 113, 127, 131, 137, 139, 149, 151, 157, 163, 167, 173, 179, 181, 191, 193, 197, 199, 211, 223, 227, 229, 233, 239, 241, 251, 257, 263, 269, 271, 277, 281, 283, 293, 307, 311, 313, 317, 331, 337, 347, 349, 353, 359, 367, 373, 379, 383, 389, 397, 401, 409, 419, 421, 431, 433, 439, 443, 449, 457, 461, 463, 467, 479, 487, 491, 499, 503, 509, 521, 523, 541, 547, 557, 563, 569, 571, 577, 587, 593, 599, 601, 607, 613, 617, 619, 631, 641, 643, 647, 653, 659, 661, 673, 677, 683, 691, 701, 709, 719, 727, 733, 739, 743, 751, 757, 761, 769, 773, 787, 797, 809, 811, 821, 823, 827, 829, 839, 853, 857, 859, 863, 877, 881, 883, 887, 907, 911, 919, 929, 937, 941, 947, 953, 967, 971, 977, 983, 991, 997, 1009, 1013, 1019, 1021, 1031, 1033, 1039, 1049, 1051, 1061, 1063, 1069, 1087, 1091, 1093, 1097, 1103, 1109, 1117, 1123, 1129, 1151, 1153, 1163, 1171, 1181, 1187, 1193, 1201, 1213, 1217, 1223, 1229, 1231, 1237, 1249, 1259, 1277, 1279, 1283, 1289, 1291, 1297, 1301, 1303, 1307, 1319, 1321, 1327, 1361, 1367, 1373, 1381, 1399, 1409, 1423, 1427, 1429, 1433, 1439, 1447, 1451, 1453, 1459, 1471, 1481, 1483, 1487, 1489, 1493, 1499, 1511, 1523, 1531, 1543, 1549, 1553, 1559, 1567, 1571, 1579, 1583, 1597, 1601, 1607, 1609, 1613, 1619, 1621, 1627, 1637, 1657, 1663, 1667, 1669, 1693, 1697, 1699, 1709, 1721, 1723, 1733, 1741, 1747, 1753, 1759, 1777, 1783, 1787, 1789, 1801, 1811, 1823, 1831, 1847, 1861, 1867, 1871, 1873, 1877, 1879, 1889, 1901, 1907, 1913, 1931, 1933, 1949, 1951, 1973, 1979, 1987, 1993, 1997, 1999, 2003, 2011, 2017, 2027, 2029, 2039, 2053, 2063, 2069, 2081, 2083, 2087, 2089, 2099, 2111, 2113, 2129, 2131, 2137, 2141, 2143, 2153, 2161, 2179, 2203, 2207, 2213, 2221, 2237, 2239, 2243, 2251, 2267, 2269, 2273, 2281, 2287, 2293, 2297, 2309, 2311, 2333, 2339, 2341, 2347, 2351, 2357, 2371, 2377, 2381, 2383, 2389, 2393, 2399, 2411, 2417, 2423, 2437, 2441, 2447, 2459, 2467, 2473, 2477, 2503, 2521, 2531, 2539, 2543, 2549, 2551, 2557, 2579, 2591, 2593, 2609, 2617, 2621, 2633, 2647, 2657, 2659, 2663, 2671, 2677, 2683, 2687, 2689, 2693, 2699, 2707, 2711, 2713, 2719, 2729, 2731, 2741, 2749, 2753, 2767, 2777, 2789, 2791, 2797, 2801, 2803, 2819, 2833, 2837, 2843, 2851, 2857, 2861, 2879, 2887, 2897, 2903, 2909, 2917, 2927, 2939, 2953, 2957, 2963, 2969, 2971, 2999, 3001, 3011, 3019, 3023, 3037, 3041, 3049, 3061, 3067, 3079, 3083, 3089, 3109, 3119, 3121, 3137, 3163, 3167, 3169, 3181, 3187, 3191, 3203, 3209, 3217, 3221, 3229, 3251, 3253, 3257, 3259, 3271, 3299, 3301, 3307, 3313, 3319, 3323, 3329, 3331, 3343, 3347, 3359, 3361, 3371, 3373, 3389, 3391, 3407, 3413, 3433, 3449, 3457, 3461, 3463, 3467, 3469, 3491, 3499, 3511, 3517, 3527, 3529, 3533, 3539, 3541, 3547, 3557, 3559, 3571, 3581, 3583, 3593, 3607, 3613, 3617, 3623, 3631, 3637, 3643, 3659, 3671, 3673, 3677, 3691, 3697, 3701, 3709, 3719, 3727, 3733, 3739, 3761, 3767, 3769, 3779, 3793, 3797, 

test-chat/extraction/extraction_ai_result_r0t0a0_111.txt/summary.txt

@@ -0,0 +1,4 @@
+fileName: ai_result_r0t0a0_111.txt
+mimeType: text/plain
+totalParts: 1
+part[0]: typeGroup=text, label=main, size=3216, chunk=False

test-chat/extraction/extraction_ai_result_r0t0a0_112.txt/part_000_full_001.txt

@@ -0,0 +1,30 @@
+# typeGroup: text
+# label: main
+# chunk: False
+# size: 729
+
+def sieve_of_eratosthenes(limit):
+    primes = []
+    is_prime = [True] * (limit + 1)
+    p = 2
+    while p * p <= limit:
+        if is_prime[p]:
+            for i in range(p * p, limit + 1, p):
+                is_prime[i] = False
+        p += 1
+    for p in range(2, limit + 1):
+        if is_prime[p]:
+            primes.append(p)
+    return primes
+
+# Estimate an upper bound for the 1000th prime number
+# Using the approximation n * log(n) + n * log(log(n)) for the nth prime
+import math
+n = 1000
+upper_bound = int(n * math.log(n) + n * math.log(math.log(n)))
+
+# Calculate the first 1000 prime numbers
+first_1000_primes = sieve_of_eratosthenes(upper_bound)[:1000]
+
+# Print the first 1000 prime numbers
+print(first_1000_primes)

test-chat/extraction/extraction_ai_result_r0t0a0_112.txt/summary.txt

@@ -0,0 +1,4 @@
+fileName: ai_result_r0t0a0_112.txt
+mimeType: text/plain
+totalParts: 1
+part[0]: typeGroup=text, label=main, size=729, chunk=False

test-chat/extraction/extraction_ai_result_r0t0a0_117.txt/part_000_full_001.txt

@@ -0,0 +1,8 @@
+# typeGroup: text
+# label: main
+# chunk: False
+# size: 1054
+
+2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97, 101, 103, 107, 109, 113, 127, 131, 137, 139, 149, 151, 157, 163, 167, 173, 179, 181, 191, 193, 197, 199, 211, 223, 227, 229, 233, 239, 241, 251, 257, 263, 269, 271, 277, 281, 283, 293, 307, 311, 313, 317, 331, 337, 347, 349, 353, 359, 367, 373, 379, 383, 389, 397, 401, 409, 419, 421, 431, 433, 439, 443, 449, 457, 461, 463, 467, 479, 487, 491, 499, 503, 509, 521, 523, 541, 547, 557, 563, 569, 571, 577, 587, 593, 599, 601, 607, 613, 617, 619, 631, 641, 643, 647, 653, 659, 661, 673, 677, 683, 691, 701, 709, 719, 727, 733, 739, 743, 751, 757, 761, 769, 773, 787, 797, 809, 811, 821, 823, 827, 829, 839, 853, 857, 859, 863, 877, 881, 883, 887, 907, 911, 919, 929, 937, 941, 947, 953, 967, 971, 977, 983, 991, 997
+
+211, 223, 227, 229, 233, 239, 241, 251, 257, 263, 269, 271, 277, 281, 283, 293, 307, 311, 313, 317, 331, 337, 347, 349, 353, 359, 367, 373, 379, 383, 389, 397, 401, 409, 419, 421, 431, 433, 439, 443, 449, 457, 461, 463, 467, 479, 487, 491, 499

test-chat/extraction/extraction_ai_result_r0t0a0_117.txt/summary.txt

@@ -0,0 +1,4 @@
+fileName: ai_result_r0t0a0_117.txt
+mimeType: text/plain
+totalParts: 1
+part[0]: typeGroup=text, label=main, size=1054, chunk=False

test-chat/extraction/extraction_ai_result_r0t0a0_119.txt/part_000_full_001.txt

@@ -0,0 +1,36 @@
+# typeGroup: text
+# label: main
+# chunk: False
+# size: 2472
+
+I'm unable to browse the web in real-time to gather the latest information about ValueOn AG's key personnel and team members. However, I can guide you on how to find this information:
+
+1. **Company Website**: Visit ValueOn AG's official website. Companies often have an "About Us" or "Team" section where they list key personnel and team members.
+
+2. **LinkedIn**: Search for ValueOn AG on LinkedIn. The company's LinkedIn page might list employees and key personnel.
+
+3. **Press Releases**: Look for recent press releases from ValueOn AG. These often mention key personnel, especially if there have been recent changes in leadership.
+
+4. **Business Databases**: Use business information databases like Bloomberg, Crunchbase, or ZoomInfo, which might have profiles on ValueOn AG and its key personnel.
+
+5. **News Articles**: Search for news articles about ValueOn AG. Business news outlets sometimes cover executive appointments and changes.
+
+If you have access to any of these resources, you can gather the information and format it as requested. If you need further assistance or have specific questions, feel free to ask!
+
+---
+
+I'm sorry, but I don't have access to specific personnel or team member information for ValueOn AG. You might want to check their official website or contact them directly for detailed information about their team. If you have any other questions or need further assistance, feel free to ask!
+
+---
+
+I'm unable to access external databases or websites in real-time to fetch the latest information about specific companies or their personnel. However, I can guide you on how to find this information:
+
+1. **Company Website**: Visit the official website of ValueOn AG. Companies often list their key personnel and team members on the "About Us" or "Team" page.
+
+2. **LinkedIn**: Search for ValueOn AG on LinkedIn. You can find company profiles and see employees who have listed the company as their employer.
+
+3. **Press Releases**: Look for any press releases or news articles about ValueOn AG. These often mention key personnel, especially if there have been recent changes in leadership.
+
+4. **Business Databases**: Use business databases like Crunchbase, ZoomInfo, or PitchBook, which often provide detailed information about companies and their executives.
+
+If you have access to any of these resources, you can gather the information and format it as requested. If you need further assistance or have specific questions, feel free to ask!

test-chat/extraction/extraction_ai_result_r0t0a0_119.txt/summary.txt

@@ -0,0 +1,4 @@
+fileName: ai_result_r0t0a0_119.txt
+mimeType: text/plain
+totalParts: 1
+part[0]: typeGroup=text, label=main, size=2472, chunk=False

test-chat/extraction/extraction_ai_result_r0t0a0_120.txt/part_000_full_001.txt

@@ -0,0 +1,6 @@
+# typeGroup: text
+# label: main
+# chunk: False
+# size: 290
+
+I'm unable to conduct real-time web research or access external websites. However, I can help you with general information or answer questions based on the data I was trained on. If you have specific questions about ValueOn AG Switzerland or need help with something else, feel free to ask!

test-chat/extraction/extraction_ai_result_r0t0a0_120.txt/summary.txt

@@ -0,0 +1,4 @@
+fileName: ai_result_r0t0a0_120.txt
+mimeType: text/plain
+totalParts: 1
+part[0]: typeGroup=text, label=main, size=290, chunk=False

test-chat/extraction/extraction_ai_result_r0t0a0_121.txt/part_000_full_001.txt

@@ -0,0 +1,6 @@
+# typeGroup: text
+# label: main
+# chunk: False
+# size: 331
+
+I'm sorry, but I don't have access to external documents or the ability to organize content from them directly. However, I can help you format information you provide into the JSON structure you requested. If you have specific content you'd like to organize, please share it here, and I'll assist you in structuring it accordingly.

test-chat/extraction/extraction_ai_result_r0t0a0_121.txt/summary.txt

@@ -0,0 +1,4 @@
+fileName: ai_result_r0t0a0_121.txt
+mimeType: text/plain
+totalParts: 1
+part[0]: typeGroup=text, label=main, size=331, chunk=False

test-chat/extraction/extraction_ai_result_r0t0a0_122.txt/part_000_full_001.txt

@@ -0,0 +1,13 @@
+# typeGroup: text
+# label: main
+# chunk: False
+# size: 466
+
+ValueOn AG is a Swiss company specializing in [describe their industry, e.g., financial services, technology solutions, etc.]. They offer [list services or products]. The company is known for [mention any notable achievements or characteristics].
+
+Key personnel at ValueOn AG include:
+- [Name], [Position]
+- [Name], [Position]
+- [Name], [Position]
+
+For more detailed information, you might consider visiting their official website or consulting business directories.

test-chat/extraction/extraction_ai_result_r0t0a0_122.txt/summary.txt

@@ -0,0 +1,4 @@
+fileName: ai_result_r0t0a0_122.txt
+mimeType: text/plain
+totalParts: 1
+part[0]: typeGroup=text, label=main, size=466, chunk=False

test-chat/extraction/extraction_ai_result_r0t0a0_123.txt/part_000_full_001.txt

@@ -0,0 +1,13 @@
+# typeGroup: text
+# label: main
+# chunk: False
+# size: 547
+
+ValueOn AG ist ein Schweizer Unternehmen, das sich auf [beschreiben Sie ihre Branche, z.B. Finanzdienstleistungen, Technologielösungen, etc.] spezialisiert hat. Sie bieten [listen Sie Dienstleistungen oder Produkte auf]. Das Unternehmen ist bekannt für [erwähnen Sie bemerkenswerte Erfolge oder Eigenschaften].
+
+Wichtige Mitarbeiter bei ValueOn AG sind:
+- [Name], [Position]
+- [Name], [Position]
+- [Name], [Position]
+
+Für detailliertere Informationen sollten Sie die offizielle Website besuchen oder in Unternehmensverzeichnissen nachschlagen.

test-chat/extraction/extraction_ai_result_r0t0a0_123.txt/summary.txt

@@ -0,0 +1,4 @@
+fileName: ai_result_r0t0a0_123.txt
+mimeType: text/plain
+totalParts: 1
+part[0]: typeGroup=text, label=main, size=547, chunk=False

test-chat/extraction/extraction_report_generate_r0t0a0_16.docx/part_000_full_001.txt

@@ -0,0 +1,55 @@
+# typeGroup: text
+# label: merged_all
+# chunk: False
+# size: 2590
+
+Prime Numbers Report
+Generated: 2025-10-04 14:54:40 UTC
+PRIME NUMBERS REPORT
+Date of Generation: [Insert Current Date]
+TABLE OF CONTENTS
+Executive Summary
+Introduction to Prime Numbers
+List of Prime Numbers
+Analysis of Prime Number Distribution
+Conclusions and Recommendations
+6. Appendices
+Source Information
+EXECUTIVE SUMMARY
+This report provides a comprehensive overview of prime numbers, including a detailed list and analysis of their distribution. Prime numbers are fundamental in mathematics and have significant applications in various fields such as cryptography and number theory. This document aims to present the data in a structured and professional manner for easy understanding and reference.
+INTRODUCTION TO PRIME NUMBERS
+Prime numbers are natural numbers greater than 1 that have no positive divisors other than 1 and themselves. They are the building blocks of the number system and play a crucial role in various mathematical theories and applications.
+LIST OF PRIME NUMBERS
+Below is a list of prime numbers extracted from the source documents:
+2, 3, 5, 7, 11, 13, 17, 19, 23, 29
+31, 37, 41, 43, 47, 53, 59, 61, 67, 71
+73, 79, 83, 89, 97, 101, 103, 107, 109, 113
+127, 131, 137, 139, 149, 151, 157, 163, 167, 173
+179, 181, 191, 193, 197, 199, 211, 223, 227, 229
+233, 239, 241, 251, 257, 263, 269, 271, 277, 281
+283, 293, 307, 311, 313, 317, 331, 337, 347, 349
+353, 359, 367, 373, 379, 383, 389, 397, 401, 409
+419, 421, 431, 433, 439, 443, 449, 457, 461, 463
+467, 479, 487, 491, 499, 503, 509, 521, 523, 541
+547, 557, 563, 569, 571, 577, 587, 593, 599, 601
+607, 613, 617, 619, 631, 641, 643, 647, 653, 659
+661, 673, 677, 683, 691, 701, 709, 719, 727, 733
+739, 743, 751, 757, 761, 769, 773, 787, 797, 809
+811, 821, 823, 827, 829, 839, 853, 857, 859, 863
+877, 881, 883, 887, 907, 911, 919, 929, 937, 941
+947, 953, 967, 971, 977, 983, 991, 997
+ANALYSIS OF PRIME NUMBER DISTRIBUTION
+Prime Number Density
+Prime numbers become less frequent as numbers increase.
+The density of prime numbers decreases logarithmically.
+Patterns and Observations
+There are no even prime numbers except for 2.
+Primes greater than 3 are of the form 6k ± 1, where k is an integer.
+CONCLUSIONS AND RECOMMENDATIONS
+Prime numbers are essential for various mathematical and practical applications.
+Further research into prime number distribution can enhance cryptographic methods.
+Educators should emphasize the importance of prime numbers in mathematical curricula.
+APPENDICES
+Source Information:
+The list of prime numbers was compiled from verified mathematical sources and documents.
+This report was generated using data available up to October 2023.

test-chat/extraction/extraction_report_generate_r0t0a0_16.docx/summary.txt

@@ -0,0 +1,5 @@
+fileName: report_generate_r0t0a0_16.docx
+mimeType: application/vnd.openxmlformats-officedocument.wordprocessingml.document
+totalParts: 2
+part[0]: typeGroup=text, label=merged_all, size=2590, chunk=False
+part[1]: typeGroup=container, label=docx, size=38169, chunk=False

test-chat/extraction/extraction_web_research_Conduct web research about ValueOn AG's business a.json/part_000_chunk_001.txt

@@ -0,0 +1,9 @@
+# typeGroup: structure
+# label: chunk_0
+# chunk: True
+# size: 140
+
+{
+  "user_prompt": "Conduct web research about ValueOn AG's business activities",
+  "websites_analyzed": 22,
+  "additional_links_found": 20,

test-chat/extraction/extraction_web_research_Conduct web research about ValueOn AG's business a.json/part_002_chunk_003.txt

@@ -0,0 +1,72 @@
+# typeGroup: structure
+# label: chunk_2
+# chunk: True
+# size: 3905
+
+  "sources": [
+    {
+      "title": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/",
+      "url": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/"
+    },
+    {
+      "title": "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture",
+      "url": "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture"
+    },
+    {
+      "title": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/",
+      "url": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/"
+    },
+    {
+      "title": "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture",
+      "url": "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture"
+    },
+    {
+      "title": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/",
+      "url": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/"
+    },
+    {
+      "title": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/",
+      "url": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/"
+    },
+    {
+      "title": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/",
+      "url": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/"
+    },
+    {
+      "title": "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture",
+      "url": "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture"
+    },
+    {
+      "title": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/",
+      "url": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/"
+    }
+  ],
+  "additional_links": [
+    "https://www.mosourcelink.com/book-a-meeting/",
+    "https://www.mosourcelink.com/guides/start-a-business/",
+    "https://www.mosourcelink.com/guides/loans-grants-and-funding/",
+    "https://www.mosourcelink.com/guides/ecosystem-reports/",
+    "https://www.mosourcelink.com/personal-action-plan-wizard/",
+    "https://www.mosourcelink.com/resources/",
+    "https://www.mosourcelink.com/awards-and-competitions/",
+    "https://www.mosourcelink.com/calendar/",
+    "https://www.mosourcelink.com/category/advancing-entrepreneurship/",
+    "https://www.mosourcelink.com/category/entrepreneurs-in-action/",
+    "https://www.agmrc.org/value-added-agriculture/",
+    "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture#mm-2",
+    "https://www.agmrc.org/commodities-products/",
+    "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture#mm-6",
+    "https://www.agmrc.org/business-development/",
+    "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture#mm-21",
+    "https://www.agmrc.org/foodsystems/",
+    "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture#mm-25",
+    "https://www.agmrc.org/directories-and-state-resources/",
+    "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture#mm-28"
+  ],
+  "debug_info": {
+    "crawl_depth": 2,
+    "total_urls_crawled": 22,
+    "main_urls": 9,
+    "additional_urls": 20
+  }
+}

test-chat/extraction/extraction_web_research_Conduct web research about ValueOn AG's business a.json/summary.txt

@@ -0,0 +1,6 @@
+fileName: web_research_Conduct web research about ValueOn AG's business a.json
+mimeType: application/json
+totalParts: 3
+part[0]: typeGroup=structure, label=chunk_0, size=140, chunk=True
+part[1]: typeGroup=structure, label=chunk_1, size=1317154, chunk=True
+part[2]: typeGroup=structure, label=chunk_2, size=3905, chunk=True

test-chat/extraction/method_ai_20251004-142510/ai_result_r0t0a0.txt

@@ -0,0 +1,25 @@
+def sieve_of_eratosthenes(limit):
+    primes = []
+    is_prime = [True] * (limit + 1)
+    p = 2
+    while p * p <= limit:
+        if is_prime[p]:
+            for i in range(p * p, limit + 1, p):
+                is_prime[i] = False
+        p += 1
+    for p in range(2, limit + 1):
+        if is_prime[p]:
+            primes.append(p)
+    return primes
+
+# Estimate an upper bound for the 1000th prime number
+# Using the approximation n * log(n) + n * log(log(n)) for the nth prime
+import math
+n = 1000
+upper_bound = int(n * math.log(n) + n * math.log(math.log(n)))
+
+# Calculate the first 1000 prime numbers
+first_1000_primes = sieve_of_eratosthenes(upper_bound)[:1000]
+
+# Print the first 1000 prime numbers
+print(first_1000_primes)

test-chat/extraction/method_ai_20251004-142510/raw_result.txt

@@ -0,0 +1,12 @@
+```json
+{
+  "documents": [
+    {
+      "data": "def sieve_of_eratosthenes(limit):\n    primes = []\n    is_prime = [True] * (limit + 1)\n    p = 2\n    while p * p <= limit:\n        if is_prime[p]:\n            for i in range(p * p, limit + 1, p):\n                is_prime[i] = False\n        p += 1\n    for p in range(2, limit + 1):\n        if is_prime[p]:\n            primes.append(p)\n    return primes\n\n# Estimate an upper bound for the 1000th prime number\n# Using the approximation n * log(n) + n * log(log(n)) for the nth prime\nimport math\nn = 1000\nupper_bound = int(n * math.log(n) + n * math.log(math.log(n)))\n\n# Calculate the first 1000 prime numbers\nfirst_1000_primes = sieve_of_eratosthenes(upper_bound)[:1000]\n\n# Print the first 1000 prime numbers\nprint(first_1000_primes)",
+      "mimeType": "text/plain",
+      "comment": "Python code implementing the Sieve of Eratosthenes to find the first 1000 prime numbers."
+    }
+  ],
+  "continue": false
+}
+```

test-chat/extraction/method_ai_20251004-142510/summary.txt

@@ -0,0 +1,2 @@
+documents: 1
+doc[1]: name=ai_result_r0t0a0.txt, mimeType=text/plain

test-chat/extraction/method_ai_20251004-143219/ai_result_r0t0a0.txt

@@ -0,0 +1,21 @@
+def sieve_of_eratosthenes(n):
+    """
+    Calculate the first n prime numbers using the Sieve of Eratosthenes algorithm.
+    """
+    limit = 10000  # Start with an arbitrary limit
+    primes = []
+    while len(primes) < n:
+        limit *= 2  # Double the limit if not enough primes are found
+        is_prime = [True] * (limit + 1)
+        p = 2
+        while (p * p <= limit):
+            if (is_prime[p] == True):
+                for i in range(p * p, limit + 1, p):
+                    is_prime[i] = False
+            p += 1
+        primes = [p for p in range(2, limit) if is_prime[p]]
+    return primes[:n]
+
+# Calculate the first 1000 prime numbers
+first_1000_primes = sieve_of_eratosthenes(1000)
+print(first_1000_primes)

test-chat/extraction/method_ai_20251004-143219/raw_result.txt

@@ -0,0 +1,12 @@
+```json
+{
+  "documents": [
+    {
+      "data": "def sieve_of_eratosthenes(n):\n    \"\"\"\n    Calculate the first n prime numbers using the Sieve of Eratosthenes algorithm.\n    \"\"\"\n    limit = 10000  # Start with an arbitrary limit\n    primes = []\n    while len(primes) < n:\n        limit *= 2  # Double the limit if not enough primes are found\n        is_prime = [True] * (limit + 1)\n        p = 2\n        while (p * p <= limit):\n            if (is_prime[p] == True):\n                for i in range(p * p, limit + 1, p):\n                    is_prime[i] = False\n            p += 1\n        primes = [p for p in range(2, limit) if is_prime[p]]\n    return primes[:n]\n\n# Calculate the first 1000 prime numbers\nfirst_1000_primes = sieve_of_eratosthenes(1000)\nprint(first_1000_primes)\n",
+      "mimeType": "text/plain",
+      "comment": "This Python code calculates the first 1000 prime numbers using the Sieve of Eratosthenes algorithm."
+    }
+  ],
+  "continue": false
+}
+```

test-chat/extraction/method_ai_20251004-143219/summary.txt

@@ -0,0 +1,2 @@
+documents: 1
+doc[1]: name=ai_result_r0t0a0.txt, mimeType=text/plain

test-chat/extraction/method_ai_20251004-143611/ai_result_r0t0a0.txt

@@ -0,0 +1,32 @@
+To calculate the first 1000 prime numbers efficiently, we can use the Sieve of Eratosthenes algorithm. This algorithm is well-suited for finding all prime numbers up to a specified integer. Here is the implementation and the result in the requested JSON format:
+
+```python
+def sieve_of_eratosthenes(limit):
+    is_prime = [True] * (limit + 1)
+    p = 2
+    while (p * p <= limit):
+        if (is_prime[p] == True):
+            for i in range(p * p, limit + 1, p):
+                is_prime[i] = False
+        p += 1
+    prime_numbers = [p for p in range(2, limit) if is_prime[p]]
+    return prime_numbers
+
+# We need to find the first 1000 prime numbers
+# Estimating the upper limit using the approximation of the nth prime: n * log(n)
+import math
+n = 1000
+upper_limit = int(n * (math.log(n) + math.log(math.log(n))))
+primes = sieve_of_eratosthenes(upper_limit)
+
+# Get the first 1000 primes
+first_1000_primes = primes[:1000]
+```
+
+Now, let's format the result in the requested JSON format:
+
+```json
+{
+  "documents": [
+    {
+      "data": "2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97, 101, 103, 107, 109, 113, 127, 131, 137, 139, 149, 151, 157, 163, 167, 173, 179, 181, 191, 193, 197, 199, 211, 223, 227, 229, 233, 239, 241, 251, 257, 263, 269, 271, 277, 281, 283, 293, 307, 311, 313, 317, 331, 337, 347, 349, 353, 359, 367, 373, 379, 383, 389, 397, 401, 409, 419, 421, 431, 433, 439, 443, 449, 457, 461, 463, 467, 479, 487, 491, 499, 503, 509, 521, 523, 541, 547, 557, 563, 569, 571, 577, 587, 593, 599, 601, 607, 613, 617, 619, 631, 641, 643, 647, 653, 659, 661, 673, 677, 683, 691, 701, 709, 719, 727, 733, 739, 743, 751, 757, 761, 769, 773, 787, 797, 809, 811, 821, 823, 827, 829, 839, 853, 857, 859, 863, 877, 881, 883, 887, 907, 911, 919, 929, 937, 941, 947, 953, 967, 971, 977, 983, 991, 997, 1009, 1013, 1019, 1021, 1031, 1033, 1039, 1049, 1051, 1061, 1063, 1069, 1087, 1091, 1093, 1097, 1103, 1109, 1117, 1123, 1129, 1151, 1153, 1163, 1171, 1181, 1187, 1193, 1201, 1213, 1217, 1223, 1229, 1231, 1237, 1249, 1259, 1277, 1279, 1283, 1289, 1291, 1297, 1301, 1303, 1307, 1319, 1321, 1327, 1361, 1367, 1373, 1381, 1399, 1409, 1423, 1427, 1429, 1433, 1439, 1447, 1451, 1453, 1459, 1471, 1481, 1483, 1487, 1489, 1493, 1499, 1511, 1523, 1531, 1543, 1549, 1553, 1559, 1567, 1571, 1579, 1583, 1597, 1601, 1607, 1609, 1613, 1619, 1621, 1627, 1637, 1657, 1663, 1667, 1669, 1693, 1697, 1699, 1709, 1721, 1723, 1733, 1741, 1747, 1753, 1759, 1777, 1783, 1787, 1789, 1801, 1811, 1823, 1831, 1847, 1861, 1867, 1871, 1873, 1877, 1879, 1889, 1901, 1907, 1913, 1931, 1933, 1949, 1951, 1973, 1979, 1987, 1993, 1997, 1999, 2003, 2011, 2017, 2027, 2029, 2039, 2053, 2063, 2069, 2081, 2083, 2087, 2089, 2099, 2111, 2113, 2129, 2131, 2137, 2141, 2143, 2153, 2161, 2179, 2203, 2207, 2213, 2221, 2237, 2239, 2243, 2251, 2267, 2269, 2273, 2281, 2287, 2293, 2297, 2309, 2311, 2333, 2339, 2341, 2347, 2351, 2357, 2371, 2377, 2381, 2383, 2389, 2393, 2399, 2411, 2417, 2423, 2437, 2441, 2447, 2459, 2467, 2473, 2477, 2503, 2521, 2531, 2539, 2543, 2549, 2551, 2557, 2579, 2591, 2593, 2609, 2617, 2621, 2633, 2647, 2657, 2659, 2663, 2671, 2677, 2683, 2687, 2689, 2693, 2699, 2707, 2711, 2713, 2719, 2729, 2731, 2741, 2749, 2753, 2767, 2777, 2789, 2791, 2797, 2801, 2803, 2819, 2833, 2837, 2843, 2851, 2857, 2861, 2879, 2887, 2897, 2903, 2909, 2917, 2927, 2939, 2953, 2957, 2963, 2969, 2971, 2999, 3001, 3011, 3019, 3023, 3037, 3041, 3049, 3061, 3067, 3079, 3083, 3089, 3109, 3119, 3121, 3137, 3163, 3167, 3169, 3181, 3187, 3191, 3203, 3209, 3217, 3221, 3229, 3251, 3253, 3257, 3259, 3271, 3299, 3301, 3307, 3313, 3319, 3323, 3329, 3331, 334

test-chat/extraction/method_ai_20251004-143611/raw_result.txt

@@ -0,0 +1,32 @@
+To calculate the first 1000 prime numbers efficiently, we can use the Sieve of Eratosthenes algorithm. This algorithm is well-suited for finding all prime numbers up to a specified integer. Here is the implementation and the result in the requested JSON format:
+
+```python
+def sieve_of_eratosthenes(limit):
+    is_prime = [True] * (limit + 1)
+    p = 2
+    while (p * p <= limit):
+        if (is_prime[p] == True):
+            for i in range(p * p, limit + 1, p):
+                is_prime[i] = False
+        p += 1
+    prime_numbers = [p for p in range(2, limit) if is_prime[p]]
+    return prime_numbers
+
+# We need to find the first 1000 prime numbers
+# Estimating the upper limit using the approximation of the nth prime: n * log(n)
+import math
+n = 1000
+upper_limit = int(n * (math.log(n) + math.log(math.log(n))))
+primes = sieve_of_eratosthenes(upper_limit)
+
+# Get the first 1000 primes
+first_1000_primes = primes[:1000]
+```
+
+Now, let's format the result in the requested JSON format:
+
+```json
+{
+  "documents": [
+    {
+      "data": "2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97, 101, 103, 107, 109, 113, 127, 131, 137, 139, 149, 151, 157, 163, 167, 173, 179, 181, 191, 193, 197, 199, 211, 223, 227, 229, 233, 239, 241, 251, 257, 263, 269, 271, 277, 281, 283, 293, 307, 311, 313, 317, 331, 337, 347, 349, 353, 359, 367, 373, 379, 383, 389, 397, 401, 409, 419, 421, 431, 433, 439, 443, 449, 457, 461, 463, 467, 479, 487, 491, 499, 503, 509, 521, 523, 541, 547, 557, 563, 569, 571, 577, 587, 593, 599, 601, 607, 613, 617, 619, 631, 641, 643, 647, 653, 659, 661, 673, 677, 683, 691, 701, 709, 719, 727, 733, 739, 743, 751, 757, 761, 769, 773, 787, 797, 809, 811, 821, 823, 827, 829, 839, 853, 857, 859, 863, 877, 881, 883, 887, 907, 911, 919, 929, 937, 941, 947, 953, 967, 971, 977, 983, 991, 997, 1009, 1013, 1019, 1021, 1031, 1033, 1039, 1049, 1051, 1061, 1063, 1069, 1087, 1091, 1093, 1097, 1103, 1109, 1117, 1123, 1129, 1151, 1153, 1163, 1171, 1181, 1187, 1193, 1201, 1213, 1217, 1223, 1229, 1231, 1237, 1249, 1259, 1277, 1279, 1283, 1289, 1291, 1297, 1301, 1303, 1307, 1319, 1321, 1327, 1361, 1367, 1373, 1381, 1399, 1409, 1423, 1427, 1429, 1433, 1439, 1447, 1451, 1453, 1459, 1471, 1481, 1483, 1487, 1489, 1493, 1499, 1511, 1523, 1531, 1543, 1549, 1553, 1559, 1567, 1571, 1579, 1583, 1597, 1601, 1607, 1609, 1613, 1619, 1621, 1627, 1637, 1657, 1663, 1667, 1669, 1693, 1697, 1699, 1709, 1721, 1723, 1733, 1741, 1747, 1753, 1759, 1777, 1783, 1787, 1789, 1801, 1811, 1823, 1831, 1847, 1861, 1867, 1871, 1873, 1877, 1879, 1889, 1901, 1907, 1913, 1931, 1933, 1949, 1951, 1973, 1979, 1987, 1993, 1997, 1999, 2003, 2011, 2017, 2027, 2029, 2039, 2053, 2063, 2069, 2081, 2083, 2087, 2089, 2099, 2111, 2113, 2129, 2131, 2137, 2141, 2143, 2153, 2161, 2179, 2203, 2207, 2213, 2221, 2237, 2239, 2243, 2251, 2267, 2269, 2273, 2281, 2287, 2293, 2297, 2309, 2311, 2333, 2339, 2341, 2347, 2351, 2357, 2371, 2377, 2381, 2383, 2389, 2393, 2399, 2411, 2417, 2423, 2437, 2441, 2447, 2459, 2467, 2473, 2477, 2503, 2521, 2531, 2539, 2543, 2549, 2551, 2557, 2579, 2591, 2593, 2609, 2617, 2621, 2633, 2647, 2657, 2659, 2663, 2671, 2677, 2683, 2687, 2689, 2693, 2699, 2707, 2711, 2713, 2719, 2729, 2731, 2741, 2749, 2753, 2767, 2777, 2789, 2791, 2797, 2801, 2803, 2819, 2833, 2837, 2843, 2851, 2857, 2861, 2879, 2887, 2897, 2903, 2909, 2917, 2927, 2939, 2953, 2957, 2963, 2969, 2971, 2999, 3001, 3011, 3019, 3023, 3037, 3041, 3049, 3061, 3067, 3079, 3083, 3089, 3109, 3119, 3121, 3137, 3163, 3167, 3169, 3181, 3187, 3191, 3203, 3209, 3217, 3221, 3229, 3251, 3253, 3257, 3259, 3271, 3299, 3301, 3307, 3313, 3319, 3323, 3329, 3331, 334

test-chat/extraction/method_ai_20251004-143611/summary.txt

@@ -0,0 +1,2 @@
+documents: 1
+doc[1]: name=ai_result_r0t0a0.txt, mimeType=text/plain

test-chat/extraction/method_ai_20251004-144120/ai_result_r0t0a0.txt

@@ -0,0 +1,28 @@
+To calculate the first 1000 prime numbers efficiently, we can use the Sieve of Eratosthenes algorithm. This algorithm is well-suited for finding all prime numbers up to a specified integer. Here's how you can implement it and obtain the first 1000 prime numbers:
+
+```python
+def sieve_of_eratosthenes(limit):
+    is_prime = [True] * (limit + 1)
+    p = 2
+    while (p * p <= limit):
+        if (is_prime[p] == True):
+            for i in range(p * p, limit + 1, p):
+                is_prime[i] = False
+        p += 1
+    prime_numbers = [p for p in range(2, limit) if is_prime[p]]
+    return prime_numbers
+
+# We need to find the upper limit to ensure we get at least 1000 primes.
+# A rough estimate for the nth prime is n * log(n * log(n)), but we'll use a larger limit to be safe.
+upper_limit = 15000
+primes = sieve_of_eratosthenes(upper_limit)
+first_1000_primes = primes[:1000]
+```
+
+Now, let's format the first 1000 prime numbers in the specified JSON format:
+
+```json
+{
+  "documents": [
+    {
+      "data": "2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97, 101, 103, 107, 109, 113, 127, 131, 137, 139, 149, 151, 157, 163, 167, 173, 179, 181, 191, 193, 197, 199, 211, 223, 227, 229, 233, 239, 241, 251, 257, 263, 269, 271, 277, 281, 283, 293, 307, 311, 313, 317, 331, 337, 347, 349, 353, 359, 367, 373, 379, 383, 389, 397, 401, 409, 419, 421, 431, 433, 439, 443, 449, 457, 461, 463, 467, 479, 487, 491, 499, 503, 509, 521, 523, 541, 547, 557, 563, 569, 571, 577, 587, 593, 599, 601, 607, 613, 617, 619, 631, 641, 643, 647, 653, 659, 661, 673, 677, 683, 691, 701, 709, 719, 727, 733, 739, 743, 751, 757, 761, 769, 773, 787, 797, 809, 811, 821, 823, 827, 829, 839, 853, 857, 859, 863, 877, 881, 883, 887, 907, 911, 919, 929, 937, 941, 947, 953, 967, 971, 977, 983, 991, 997, 1009, 1013, 1019, 1021, 1031, 1033, 1039, 1049, 1051, 1061, 1063, 1069, 1087, 1091, 1093, 1097, 1103, 1109, 1117, 1123, 1129, 1151, 1153, 1163, 1171, 1181, 1187, 1193, 1201, 1213, 1217, 1223, 1229, 1231, 1237, 1249, 1259, 1277, 1279, 1283, 1289, 1291, 1297, 1301, 1303, 1307, 1319, 1321, 1327, 1361, 1367, 1373, 1381, 1399, 1409, 1423, 1427, 1429, 1433, 1439, 1447, 1451, 1453, 1459, 1471, 1481, 1483, 1487, 1489, 1493, 1499, 1511, 1523, 1531, 1543, 1549, 1553, 1559, 1567, 1571, 1579, 1583, 1597, 1601, 1607, 1609, 1613, 1619, 1621, 1627, 1637, 1657, 1663, 1667, 1669, 1693, 1697, 1699, 1709, 1721, 1723, 1733, 1741, 1747, 1753, 1759, 1777, 1783, 1787, 1789, 1801, 1811, 1823, 1831, 1847, 1861, 1867, 1871, 1873, 1877, 1879, 1889, 1901, 1907, 1913, 1931, 1933, 1949, 1951, 1973, 1979, 1987, 1993, 1997, 1999, 2003, 2011, 2017, 2027, 2029, 2039, 2053, 2063, 2069, 2081, 2083, 2087, 2089, 2099, 2111, 2113, 2129, 2131, 2137, 2141, 2143, 2153, 2161, 2179, 2203, 2207, 2213, 2221, 2237, 2239, 2243, 2251, 2267, 2269, 2273, 2281, 2287, 2293, 2297, 2309, 2311, 2333, 2339, 2341, 2347, 2351, 2357, 2371, 2377, 2381, 2383, 2389, 2393, 2399, 2411, 2417, 2423, 2437, 2441, 2447, 2459, 2467, 2473, 2477, 2503, 2521, 2531, 2539, 2543, 2549, 2551, 2557, 2579, 2591, 2593, 2609, 2617, 2621, 2633, 2647, 2657, 2659, 2663, 2671, 2677, 2683, 2687, 2689, 2693, 2699, 2707, 2711, 2713, 2719, 2729, 2731, 2741, 2749, 2753, 2767, 2777, 2789, 2791, 2797, 2801, 2803, 2819, 2833, 2837, 2843, 2851, 2857, 2861, 2879, 2887, 2897, 2903, 2909, 2917, 2927, 2939, 2953, 2957, 2963, 2969, 2971, 2999, 3001, 3011, 3019, 3023, 3037, 3041, 3049, 3061, 3067, 3079, 3083, 3089, 3109, 3119, 3121, 3137, 3163, 3167, 3169, 3181, 3187, 3191, 3203, 3209, 3217, 3221, 3229, 3251, 3253, 3257, 3259, 3271, 3299, 3301, 3307, 3313, 3319, 3323, 3329, 3331, 3343, 3347, 335

test-chat/extraction/method_ai_20251004-144120/raw_result.txt

@@ -0,0 +1,28 @@
+To calculate the first 1000 prime numbers efficiently, we can use the Sieve of Eratosthenes algorithm. This algorithm is well-suited for finding all prime numbers up to a specified integer. Here's how you can implement it and obtain the first 1000 prime numbers:
+
+```python
+def sieve_of_eratosthenes(limit):
+    is_prime = [True] * (limit + 1)
+    p = 2
+    while (p * p <= limit):
+        if (is_prime[p] == True):
+            for i in range(p * p, limit + 1, p):
+                is_prime[i] = False
+        p += 1
+    prime_numbers = [p for p in range(2, limit) if is_prime[p]]
+    return prime_numbers
+
+# We need to find the upper limit to ensure we get at least 1000 primes.
+# A rough estimate for the nth prime is n * log(n * log(n)), but we'll use a larger limit to be safe.
+upper_limit = 15000
+primes = sieve_of_eratosthenes(upper_limit)
+first_1000_primes = primes[:1000]
+```
+
+Now, let's format the first 1000 prime numbers in the specified JSON format:
+
+```json
+{
+  "documents": [
+    {
+      "data": "2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97, 101, 103, 107, 109, 113, 127, 131, 137, 139, 149, 151, 157, 163, 167, 173, 179, 181, 191, 193, 197, 199, 211, 223, 227, 229, 233, 239, 241, 251, 257, 263, 269, 271, 277, 281, 283, 293, 307, 311, 313, 317, 331, 337, 347, 349, 353, 359, 367, 373, 379, 383, 389, 397, 401, 409, 419, 421, 431, 433, 439, 443, 449, 457, 461, 463, 467, 479, 487, 491, 499, 503, 509, 521, 523, 541, 547, 557, 563, 569, 571, 577, 587, 593, 599, 601, 607, 613, 617, 619, 631, 641, 643, 647, 653, 659, 661, 673, 677, 683, 691, 701, 709, 719, 727, 733, 739, 743, 751, 757, 761, 769, 773, 787, 797, 809, 811, 821, 823, 827, 829, 839, 853, 857, 859, 863, 877, 881, 883, 887, 907, 911, 919, 929, 937, 941, 947, 953, 967, 971, 977, 983, 991, 997, 1009, 1013, 1019, 1021, 1031, 1033, 1039, 1049, 1051, 1061, 1063, 1069, 1087, 1091, 1093, 1097, 1103, 1109, 1117, 1123, 1129, 1151, 1153, 1163, 1171, 1181, 1187, 1193, 1201, 1213, 1217, 1223, 1229, 1231, 1237, 1249, 1259, 1277, 1279, 1283, 1289, 1291, 1297, 1301, 1303, 1307, 1319, 1321, 1327, 1361, 1367, 1373, 1381, 1399, 1409, 1423, 1427, 1429, 1433, 1439, 1447, 1451, 1453, 1459, 1471, 1481, 1483, 1487, 1489, 1493, 1499, 1511, 1523, 1531, 1543, 1549, 1553, 1559, 1567, 1571, 1579, 1583, 1597, 1601, 1607, 1609, 1613, 1619, 1621, 1627, 1637, 1657, 1663, 1667, 1669, 1693, 1697, 1699, 1709, 1721, 1723, 1733, 1741, 1747, 1753, 1759, 1777, 1783, 1787, 1789, 1801, 1811, 1823, 1831, 1847, 1861, 1867, 1871, 1873, 1877, 1879, 1889, 1901, 1907, 1913, 1931, 1933, 1949, 1951, 1973, 1979, 1987, 1993, 1997, 1999, 2003, 2011, 2017, 2027, 2029, 2039, 2053, 2063, 2069, 2081, 2083, 2087, 2089, 2099, 2111, 2113, 2129, 2131, 2137, 2141, 2143, 2153, 2161, 2179, 2203, 2207, 2213, 2221, 2237, 2239, 2243, 2251, 2267, 2269, 2273, 2281, 2287, 2293, 2297, 2309, 2311, 2333, 2339, 2341, 2347, 2351, 2357, 2371, 2377, 2381, 2383, 2389, 2393, 2399, 2411, 2417, 2423, 2437, 2441, 2447, 2459, 2467, 2473, 2477, 2503, 2521, 2531, 2539, 2543, 2549, 2551, 2557, 2579, 2591, 2593, 2609, 2617, 2621, 2633, 2647, 2657, 2659, 2663, 2671, 2677, 2683, 2687, 2689, 2693, 2699, 2707, 2711, 2713, 2719, 2729, 2731, 2741, 2749, 2753, 2767, 2777, 2789, 2791, 2797, 2801, 2803, 2819, 2833, 2837, 2843, 2851, 2857, 2861, 2879, 2887, 2897, 2903, 2909, 2917, 2927, 2939, 2953, 2957, 2963, 2969, 2971, 2999, 3001, 3011, 3019, 3023, 3037, 3041, 3049, 3061, 3067, 3079, 3083, 3089, 3109, 3119, 3121, 3137, 3163, 3167, 3169, 3181, 3187, 3191, 3203, 3209, 3217, 3221, 3229, 3251, 3253, 3257, 3259, 3271, 3299, 3301, 3307, 3313, 3319, 3323, 3329, 3331, 3343, 3347, 335

test-chat/extraction/method_ai_20251004-144120/summary.txt

@@ -0,0 +1,2 @@
+documents: 1
+doc[1]: name=ai_result_r0t0a0.txt, mimeType=text/plain

test-chat/extraction/method_ai_20251004-144151/ai_result_r0t0a0.txt

@@ -0,0 +1,170 @@
+Prime Numbers:
+
+2
+3
+5
+7
+11
+13
+17
+19
+23
+29
+31
+37
+41
+43
+47
+53
+59
+61
+67
+71
+73
+79
+83
+89
+97
+101
+103
+107
+109
+113
+127
+131
+137
+139
+149
+151
+157
+163
+167
+173
+179
+181
+191
+193
+197
+199
+211
+223
+227
+229
+233
+239
+241
+251
+257
+263
+269
+271
+277
+281
+283
+293
+307
+311
+313
+317
+331
+337
+347
+349
+353
+359
+367
+373
+379
+383
+389
+397
+401
+409
+419
+421
+431
+433
+439
+443
+449
+457
+461
+463
+467
+479
+487
+491
+499
+503
+509
+521
+523
+541
+547
+557
+563
+569
+571
+577
+587
+593
+599
+601
+607
+613
+617
+619
+631
+641
+643
+647
+653
+659
+661
+673
+677
+683
+691
+701
+709
+719
+727
+733
+739
+743
+751
+757
+761
+769
+773
+787
+797
+809
+811
+821
+823
+827
+829
+839
+853
+857
+859
+863
+877
+881
+883
+887
+907
+911
+919
+929
+937
+941
+947
+953
+967
+971
+977
+983
+991
+997

test-chat/extraction/method_ai_20251004-144151/raw_result.txt

@@ -0,0 +1,12 @@
+```json
+{
+  "documents": [
+    {
+      "data": "Prime Numbers:\n\n2\n3\n5\n7\n11\n13\n17\n19\n23\n29\n31\n37\n41\n43\n47\n53\n59\n61\n67\n71\n73\n79\n83\n89\n97\n101\n103\n107\n109\n113\n127\n131\n137\n139\n149\n151\n157\n163\n167\n173\n179\n181\n191\n193\n197\n199\n211\n223\n227\n229\n233\n239\n241\n251\n257\n263\n269\n271\n277\n281\n283\n293\n307\n311\n313\n317\n331\n337\n347\n349\n353\n359\n367\n373\n379\n383\n389\n397\n401\n409\n419\n421\n431\n433\n439\n443\n449\n457\n461\n463\n467\n479\n487\n491\n499\n503\n509\n521\n523\n541\n547\n557\n563\n569\n571\n577\n587\n593\n599\n601\n607\n613\n617\n619\n631\n641\n643\n647\n653\n659\n661\n673\n677\n683\n691\n701\n709\n719\n727\n733\n739\n743\n751\n757\n761\n769\n773\n787\n797\n809\n811\n821\n823\n827\n829\n839\n853\n857\n859\n863\n877\n881\n883\n887\n907\n911\n919\n929\n937\n941\n947\n953\n967\n971\n977\n983\n991\n997",
+      "mimeType": "text/plain",
+      "comment": "This document contains the list of prime numbers up to 1000."
+    }
+  ],
+  "continue": false
+}
+```

test-chat/extraction/method_ai_20251004-144151/summary.txt

@@ -0,0 +1,2 @@
+documents: 1
+doc[1]: name=ai_result_r0t0a0.txt, mimeType=text/plain

test-chat/extraction/method_ai_20251004-145418/raw_result.txt

@@ -0,0 +1,18 @@
+To calculate and validate the first 1000 prime numbers, I will generate them and provide them in the specified JSON format. Given the size of the data, I will provide it in chunks.
+
+Here is the first part of the data:
+
+```json
+{
+  "documents": [
+    {
+      "data": "2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97, 101, 103, 107, 109, 113, 127, 131, 137, 139, 149, 151, 157, 163, 167, 173, 179, 181, 191, 193, 197, 199, 211, 223, 227, 229, 233, 239, 241, 251, 257, 263, 269, 271, 277, 281, 283, 293, 307, 311, 313, 317, 331, 337, 347, 349, 353, 359, 367, 373, 379, 383, 389, 397, 401, 409, 419, 421, 431, 433, 439, 443, 449, 457, 461, 463, 467, 479, 487, 491, 499, 503, 509, 521, 523, 541, 547, 557, 563, 569, 571, 577, 587, 593, 599, 601, 607, 613, 617, 619, 631, 641, 643, 647, 653, 659, 661, 673, 677, 683, 691, 701, 709, 719, 727, 733, 739, 743, 751, 757, 761, 769, 773, 787, 797, 809, 811, 821, 823, 827, 829, 839, 853, 857, 859, 863, 877, 881, 883, 887, 907, 911, 919, 929, 937, 941, 947, 953, 967, 971, 977, 983, 991, 997",
+      "mimeType": "text/plain",
+      "comment": "First 168 prime numbers, which are the primes up to 1000."
+    }
+  ],
+  "continue": true
+}
+```
+
+Please let me know if you would like the next chunk of data.

test-chat/extraction/method_ai_20251004-145420/ai_result_r0t0a0.txt

@@ -0,0 +1,3 @@
+2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97, 101, 103, 107, 109, 113, 127, 131, 137, 139, 149, 151, 157, 163, 167, 173, 179, 181, 191, 193, 197, 199, 211, 223, 227, 229, 233, 239, 241, 251, 257, 263, 269, 271, 277, 281, 283, 293, 307, 311, 313, 317, 331, 337, 347, 349, 353, 359, 367, 373, 379, 383, 389, 397, 401, 409, 419, 421, 431, 433, 439, 443, 449, 457, 461, 463, 467, 479, 487, 491, 499, 503, 509, 521, 523, 541, 547, 557, 563, 569, 571, 577, 587, 593, 599, 601, 607, 613, 617, 619, 631, 641, 643, 647, 653, 659, 661, 673, 677, 683, 691, 701, 709, 719, 727, 733, 739, 743, 751, 757, 761, 769, 773, 787, 797, 809, 811, 821, 823, 827, 829, 839, 853, 857, 859, 863, 877, 881, 883, 887, 907, 911, 919, 929, 937, 941, 947, 953, 967, 971, 977, 983, 991, 997
+
+211, 223, 227, 229, 233, 239, 241, 251, 257, 263, 269, 271, 277, 281, 283, 293, 307, 311, 313, 317, 331, 337, 347, 349, 353, 359, 367, 373, 379, 383, 389, 397, 401, 409, 419, 421, 431, 433, 439, 443, 449, 457, 461, 463, 467, 479, 487, 491, 499

test-chat/extraction/method_ai_20251004-145420/summary.txt

@@ -0,0 +1,2 @@
+documents: 1
+doc[1]: name=ai_result_r0t0a0.txt, mimeType=text/plain

test-chat/extraction/method_ai_20251004-145954/ai_result_r0t0a0.txt

@@ -0,0 +1 @@
+To assist you effectively, I'll need the final employee list data to compile and validate it. Once you provide the data, I can format it into the specified JSON structure. If the dataset is large, please let me know, and I will split it into chunks accordingly.

test-chat/extraction/method_ai_20251004-145954/raw_result.txt

@@ -0,0 +1 @@
+To assist you effectively, I'll need the final employee list data to compile and validate it. Once you provide the data, I can format it into the specified JSON structure. If the dataset is large, please let me know, and I will split it into chunks accordingly.

test-chat/extraction/method_ai_20251004-145954/summary.txt

@@ -0,0 +1,2 @@
+documents: 1
+doc[1]: name=ai_result_r0t0a0.txt, mimeType=text/plain

test-chat/extraction/method_ai_20251004-152526/ai_result_r0t0a0.txt

@@ -0,0 +1,31 @@
+I'm unable to browse the web in real-time to gather the latest information about ValueOn AG's key personnel and team members. However, I can guide you on how to find this information:
+
+1. **Company Website**: Visit ValueOn AG's official website. Companies often have an "About Us" or "Team" section where they list key personnel and team members.
+
+2. **LinkedIn**: Search for ValueOn AG on LinkedIn. The company's LinkedIn page might list employees and key personnel.
+
+3. **Press Releases**: Look for recent press releases from ValueOn AG. These often mention key personnel, especially if there have been recent changes in leadership.
+
+4. **Business Databases**: Use business information databases like Bloomberg, Crunchbase, or ZoomInfo, which might have profiles on ValueOn AG and its key personnel.
+
+5. **News Articles**: Search for news articles about ValueOn AG. Business news outlets sometimes cover executive appointments and changes.
+
+If you have access to any of these resources, you can gather the information and format it as requested. If you need further assistance or have specific questions, feel free to ask!
+
+---
+
+I'm sorry, but I don't have access to specific personnel or team member information for ValueOn AG. You might want to check their official website or contact them directly for detailed information about their team. If you have any other questions or need further assistance, feel free to ask!
+
+---
+
+I'm unable to access external databases or websites in real-time to fetch the latest information about specific companies or their personnel. However, I can guide you on how to find this information:
+
+1. **Company Website**: Visit the official website of ValueOn AG. Companies often list their key personnel and team members on the "About Us" or "Team" page.
+
+2. **LinkedIn**: Search for ValueOn AG on LinkedIn. You can find company profiles and see employees who have listed the company as their employer.
+
+3. **Press Releases**: Look for any press releases or news articles about ValueOn AG. These often mention key personnel, especially if there have been recent changes in leadership.
+
+4. **Business Databases**: Use business databases like Crunchbase, ZoomInfo, or PitchBook, which often provide detailed information about companies and their executives.
+
+If you have access to any of these resources, you can gather the information and format it as requested. If you need further assistance or have specific questions, feel free to ask!

test-chat/extraction/method_ai_20251004-152526/raw_result.txt

@@ -0,0 +1,31 @@
+I'm unable to browse the web in real-time to gather the latest information about ValueOn AG's key personnel and team members. However, I can guide you on how to find this information:
+
+1. **Company Website**: Visit ValueOn AG's official website. Companies often have an "About Us" or "Team" section where they list key personnel and team members.
+
+2. **LinkedIn**: Search for ValueOn AG on LinkedIn. The company's LinkedIn page might list employees and key personnel.
+
+3. **Press Releases**: Look for recent press releases from ValueOn AG. These often mention key personnel, especially if there have been recent changes in leadership.
+
+4. **Business Databases**: Use business information databases like Bloomberg, Crunchbase, or ZoomInfo, which might have profiles on ValueOn AG and its key personnel.
+
+5. **News Articles**: Search for news articles about ValueOn AG. Business news outlets sometimes cover executive appointments and changes.
+
+If you have access to any of these resources, you can gather the information and format it as requested. If you need further assistance or have specific questions, feel free to ask!
+
+---
+
+I'm sorry, but I don't have access to specific personnel or team member information for ValueOn AG. You might want to check their official website or contact them directly for detailed information about their team. If you have any other questions or need further assistance, feel free to ask!
+
+---
+
+I'm unable to access external databases or websites in real-time to fetch the latest information about specific companies or their personnel. However, I can guide you on how to find this information:
+
+1. **Company Website**: Visit the official website of ValueOn AG. Companies often list their key personnel and team members on the "About Us" or "Team" page.
+
+2. **LinkedIn**: Search for ValueOn AG on LinkedIn. You can find company profiles and see employees who have listed the company as their employer.
+
+3. **Press Releases**: Look for any press releases or news articles about ValueOn AG. These often mention key personnel, especially if there have been recent changes in leadership.
+
+4. **Business Databases**: Use business databases like Crunchbase, ZoomInfo, or PitchBook, which often provide detailed information about companies and their executives.
+
+If you have access to any of these resources, you can gather the information and format it as requested. If you need further assistance or have specific questions, feel free to ask!

test-chat/extraction/method_ai_20251004-152526/summary.txt

@@ -0,0 +1,2 @@
+documents: 1
+doc[1]: name=ai_result_r0t0a0.txt, mimeType=text/plain

test-chat/extraction/method_ai_20251004-154513/ai_result_r0t0a0.txt

@@ -0,0 +1 @@
+I'm unable to conduct real-time web research or access external websites. However, I can help you with general information or answer questions based on the data I was trained on. If you have specific questions about ValueOn AG Switzerland or need help with something else, feel free to ask!

test-chat/extraction/method_ai_20251004-154513/raw_result.txt

@@ -0,0 +1 @@
+I'm unable to conduct real-time web research or access external websites. However, I can help you with general information or answer questions based on the data I was trained on. If you have specific questions about ValueOn AG Switzerland or need help with something else, feel free to ask!

test-chat/extraction/method_ai_20251004-154513/summary.txt

@@ -0,0 +1,2 @@
+documents: 1
+doc[1]: name=ai_result_r0t0a0.txt, mimeType=text/plain

test-chat/extraction/method_ai_20251004-154521/ai_result_r0t0a0.txt

@@ -0,0 +1 @@
+I'm sorry, but I don't have access to external documents or the ability to organize content from them directly. However, I can help you format information you provide into the JSON structure you requested. If you have specific content you'd like to organize, please share it here, and I'll assist you in structuring it accordingly.

test-chat/extraction/method_ai_20251004-154521/raw_result.txt

@@ -0,0 +1 @@
+I'm sorry, but I don't have access to external documents or the ability to organize content from them directly. However, I can help you format information you provide into the JSON structure you requested. If you have specific content you'd like to organize, please share it here, and I'll assist you in structuring it accordingly.

test-chat/extraction/method_ai_20251004-154521/summary.txt

@@ -0,0 +1,2 @@
+documents: 1
+doc[1]: name=ai_result_r0t0a0.txt, mimeType=text/plain

test-chat/extraction/method_ai_20251004-161917/ai_result_r0t0a0.txt

@@ -0,0 +1,8 @@
+ValueOn AG is a Swiss company specializing in [describe their industry, e.g., financial services, technology solutions, etc.]. They offer [list services or products]. The company is known for [mention any notable achievements or characteristics].
+
+Key personnel at ValueOn AG include:
+- [Name], [Position]
+- [Name], [Position]
+- [Name], [Position]
+
+For more detailed information, you might consider visiting their official website or consulting business directories.

test-chat/extraction/method_ai_20251004-161917/raw_result.txt

@@ -0,0 +1,18 @@
+I'm unable to perform real-time web searches or create Word documents. However, I can help you structure a JSON response based on hypothetical or general information. If you have specific details about ValueOn AG that you'd like to include, please provide them, and I can help format them accordingly.
+
+Here's an example of how you might structure the JSON response if you had the information:
+
+```json
+{
+  "documents": [
+    {
+      "data": "ValueOn AG is a Swiss company specializing in [describe their industry, e.g., financial services, technology solutions, etc.]. They offer [list services or products]. The company is known for [mention any notable achievements or characteristics].\n\nKey personnel at ValueOn AG include:\n- [Name], [Position]\n- [Name], [Position]\n- [Name], [Position]\n\nFor more detailed information, you might consider visiting their official website or consulting business directories.",
+      "mimeType": "text/plain",
+      "comment": "This document provides a general overview of ValueOn AG based on hypothetical information."
+    }
+  ],
+  "continue": false
+}
+```
+
+If you have specific information or need further assistance, feel free to share!

test-chat/extraction/method_ai_20251004-161917/summary.txt

@@ -0,0 +1,2 @@
+documents: 1
+doc[1]: name=ai_result_r0t0a0.txt, mimeType=text/plain

test-chat/extraction/method_ai_20251004-161929/ai_result_r0t0a0.txt

@@ -0,0 +1,8 @@
+ValueOn AG ist ein Schweizer Unternehmen, das sich auf [beschreiben Sie ihre Branche, z.B. Finanzdienstleistungen, Technologielösungen, etc.] spezialisiert hat. Sie bieten [listen Sie Dienstleistungen oder Produkte auf]. Das Unternehmen ist bekannt für [erwähnen Sie bemerkenswerte Erfolge oder Eigenschaften].
+
+Wichtige Mitarbeiter bei ValueOn AG sind:
+- [Name], [Position]
+- [Name], [Position]
+- [Name], [Position]
+
+Für detailliertere Informationen sollten Sie die offizielle Website besuchen oder in Unternehmensverzeichnissen nachschlagen.

test-chat/extraction/method_ai_20251004-161929/raw_result.txt

@@ -0,0 +1,16 @@
+I'm unable to perform web searches or create Word documents directly. However, I can help you draft a text document based on the information provided. Here's a JSON format with the available details:
+
+```json
+{
+  "documents": [
+    {
+      "data": "ValueOn AG ist ein Schweizer Unternehmen, das sich auf [beschreiben Sie ihre Branche, z.B. Finanzdienstleistungen, Technologielösungen, etc.] spezialisiert hat. Sie bieten [listen Sie Dienstleistungen oder Produkte auf]. Das Unternehmen ist bekannt für [erwähnen Sie bemerkenswerte Erfolge oder Eigenschaften].\n\nWichtige Mitarbeiter bei ValueOn AG sind:\n- [Name], [Position]\n- [Name], [Position]\n- [Name], [Position]\n\nFür detailliertere Informationen sollten Sie die offizielle Website besuchen oder in Unternehmensverzeichnissen nachschlagen.",
+      "mimeType": "text/plain",
+      "comment": "Zusammenfassung der verfügbaren Informationen über ValueOn AG."
+    }
+  ],
+  "continue": false
+}
+```
+
+Please replace placeholders like `[beschreiben Sie ihre Branche, z.B. Finanzdienstleistungen, Technologielösungen, etc.]` and `[Name], [Position]` with the specific details you have or find.

test-chat/extraction/method_ai_20251004-161929/summary.txt

@@ -0,0 +1,2 @@
+documents: 1
+doc[1]: name=ai_result_r0t0a0.txt, mimeType=text/plain

test-chat/extraction/per_chunk_20251004-163235/chunk_001_input.txt

@@ -0,0 +1,25 @@
+def sieve_of_eratosthenes(limit):
+    primes = []
+    is_prime = [True] * (limit + 1)
+    p = 2
+    while p * p <= limit:
+        if is_prime[p]:
+            for i in range(p * p, limit + 1, p):
+                is_prime[i] = False
+        p += 1
+    for p in range(2, limit + 1):
+        if is_prime[p]:
+            primes.append(p)
+    return primes
+
+# Estimate an upper bound for the 1000th prime number
+# Using the approximation n * log(n) + n * log(log(n)) for the nth prime
+import math
+n = 1000
+upper_bound = int(n * math.log(n) + n * math.log(math.log(n)))
+
+# Calculate the first 1000 prime numbers
+first_1000_primes = sieve_of_eratosthenes(upper_bound)[:1000]
+
+# Print the first 1000 prime numbers
+print(first_1000_primes)

test-chat/extraction/per_chunk_20251004-163235/chunk_001_response.txt

@@ -0,0 +1,62 @@
+PRIME NUMBERS LIST
+
+Date of Generation: [Insert Date Here]
+
+TABLE OF CONTENTS
+
+1. Executive Summary
+2. Introduction to Prime Numbers
+3. Sieve of Eratosthenes Method
+4. List of Prime Numbers
+5. Conclusions
+6. Appendices
+
+EXECUTIVE SUMMARY
+
+This document presents a comprehensive list of the first 1000 prime numbers generated using the Sieve of Eratosthenes algorithm. Prime numbers are fundamental in mathematics and have significant applications in various fields, including cryptography and number theory. The Sieve of Eratosthenes is an efficient algorithm for finding all prime numbers up to a specified integer.
+
+INTRODUCTION TO PRIME NUMBERS
+
+Prime numbers are natural numbers greater than 1 that have no divisors other than 1 and themselves. They are the building blocks of the integers and play a crucial role in number theory. Understanding prime numbers is essential for various mathematical and practical applications.
+
+SIEVE OF ERATOSTHENES METHOD
+
+The Sieve of Eratosthenes is a classical algorithm used to find all prime numbers up to a given limit. It works by iteratively marking the multiples of each prime number starting from 2. The numbers that remain unmarked are the prime numbers.
+
+LIST OF PRIME NUMBERS
+
+The following table lists the first 1000 prime numbers generated using the Sieve of Eratosthenes algorithm:
+
+| Prime Numbers |
+|---------------|
+| 2             |
+| 3             |
+| 5             |
+| 7             |
+| 11            |
+| 13            |
+| 17            |
+| 19            |
+| 23            |
+| 29            |
+| ...           |
+| 7919          |
+
+[Continue the table to include all 1000 prime numbers]
+
+CONCLUSIONS
+
+The Sieve of Eratosthenes is an efficient and straightforward method for generating prime numbers. The list provided in this document can be used for educational purposes, research, and practical applications where prime numbers are required.
+
+APPENDICES
+
+Source Information:
+- The prime numbers were generated using the Sieve of Eratosthenes algorithm as described in the source document.
+- The upper bound for generating the first 1000 prime numbers was estimated using the formula n * log(n) + n * log(log(n)).
+
+References:
+- [Include any references or citations used in the creation of this document]
+
+Generation Metadata:
+- Document generated by [Your Name/Organization]
+- Date of generation: [Insert Date Here]

test-chat/extraction/per_chunk_20251004-163235/merged_output.txt

@@ -0,0 +1,62 @@
+PRIME NUMBERS LIST
+
+Date of Generation: [Insert Date Here]
+
+TABLE OF CONTENTS
+
+1. Executive Summary
+2. Introduction to Prime Numbers
+3. Sieve of Eratosthenes Method
+4. List of Prime Numbers
+5. Conclusions
+6. Appendices
+
+EXECUTIVE SUMMARY
+
+This document presents a comprehensive list of the first 1000 prime numbers generated using the Sieve of Eratosthenes algorithm. Prime numbers are fundamental in mathematics and have significant applications in various fields, including cryptography and number theory. The Sieve of Eratosthenes is an efficient algorithm for finding all prime numbers up to a specified integer.
+
+INTRODUCTION TO PRIME NUMBERS
+
+Prime numbers are natural numbers greater than 1 that have no divisors other than 1 and themselves. They are the building blocks of the integers and play a crucial role in number theory. Understanding prime numbers is essential for various mathematical and practical applications.
+
+SIEVE OF ERATOSTHENES METHOD
+
+The Sieve of Eratosthenes is a classical algorithm used to find all prime numbers up to a given limit. It works by iteratively marking the multiples of each prime number starting from 2. The numbers that remain unmarked are the prime numbers.
+
+LIST OF PRIME NUMBERS
+
+The following table lists the first 1000 prime numbers generated using the Sieve of Eratosthenes algorithm:
+
+| Prime Numbers |
+|---------------|
+| 2             |
+| 3             |
+| 5             |
+| 7             |
+| 11            |
+| 13            |
+| 17            |
+| 19            |
+| 23            |
+| 29            |
+| ...           |
+| 7919          |
+
+[Continue the table to include all 1000 prime numbers]
+
+CONCLUSIONS
+
+The Sieve of Eratosthenes is an efficient and straightforward method for generating prime numbers. The list provided in this document can be used for educational purposes, research, and practical applications where prime numbers are required.
+
+APPENDICES
+
+Source Information:
+- The prime numbers were generated using the Sieve of Eratosthenes algorithm as described in the source document.
+- The upper bound for generating the first 1000 prime numbers was estimated using the formula n * log(n) + n * log(log(n)).
+
+References:
+- [Include any references or citations used in the creation of this document]
+
+Generation Metadata:
+- Document generated by [Your Name/Organization]
+- Date of generation: [Insert Date Here]

test-chat/extraction/per_chunk_20251004-165426/chunk_001_input.txt

@@ -0,0 +1,3 @@
+2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97, 101, 103, 107, 109, 113, 127, 131, 137, 139, 149, 151, 157, 163, 167, 173, 179, 181, 191, 193, 197, 199, 211, 223, 227, 229, 233, 239, 241, 251, 257, 263, 269, 271, 277, 281, 283, 293, 307, 311, 313, 317, 331, 337, 347, 349, 353, 359, 367, 373, 379, 383, 389, 397, 401, 409, 419, 421, 431, 433, 439, 443, 449, 457, 461, 463, 467, 479, 487, 491, 499, 503, 509, 521, 523, 541, 547, 557, 563, 569, 571, 577, 587, 593, 599, 601, 607, 613, 617, 619, 631, 641, 643, 647, 653, 659, 661, 673, 677, 683, 691, 701, 709, 719, 727, 733, 739, 743, 751, 757, 761, 769, 773, 787, 797, 809, 811, 821, 823, 827, 829, 839, 853, 857, 859, 863, 877, 881, 883, 887, 907, 911, 919, 929, 937, 941, 947, 953, 967, 971, 977, 983, 991, 997
+
+211, 223, 227, 229, 233, 239, 241, 251, 257, 263, 269, 271, 277, 281, 283, 293, 307, 311, 313, 317, 331, 337, 347, 349, 353, 359, 367, 373, 379, 383, 389, 397, 401, 409, 419, 421, 431, 433, 439, 443, 449, 457, 461, 463, 467, 479, 487, 491, 499

test-chat/extraction/per_chunk_20251004-165426/chunk_001_response.txt

@@ -0,0 +1,66 @@
+PRIME NUMBERS REPORT
+
+Date of Generation: [Insert Current Date]
+
+TABLE OF CONTENTS
+
+1. Executive Summary
+2. Introduction to Prime Numbers
+3. List of Prime Numbers
+4. Analysis of Prime Number Distribution
+5. Conclusions and Recommendations
+6. Appendices
+   - Source Information
+
+EXECUTIVE SUMMARY
+
+This report provides a comprehensive overview of prime numbers, including a detailed list and analysis of their distribution. Prime numbers are fundamental in mathematics and have significant applications in various fields such as cryptography and number theory. This document aims to present the data in a structured and professional manner for easy understanding and reference.
+
+INTRODUCTION TO PRIME NUMBERS
+
+Prime numbers are natural numbers greater than 1 that have no positive divisors other than 1 and themselves. They are the building blocks of the number system and play a crucial role in various mathematical theories and applications.
+
+LIST OF PRIME NUMBERS
+
+Below is a list of prime numbers extracted from the source documents:
+
+- 2, 3, 5, 7, 11, 13, 17, 19, 23, 29
+- 31, 37, 41, 43, 47, 53, 59, 61, 67, 71
+- 73, 79, 83, 89, 97, 101, 103, 107, 109, 113
+- 127, 131, 137, 139, 149, 151, 157, 163, 167, 173
+- 179, 181, 191, 193, 197, 199, 211, 223, 227, 229
+- 233, 239, 241, 251, 257, 263, 269, 271, 277, 281
+- 283, 293, 307, 311, 313, 317, 331, 337, 347, 349
+- 353, 359, 367, 373, 379, 383, 389, 397, 401, 409
+- 419, 421, 431, 433, 439, 443, 449, 457, 461, 463
+- 467, 479, 487, 491, 499, 503, 509, 521, 523, 541
+- 547, 557, 563, 569, 571, 577, 587, 593, 599, 601
+- 607, 613, 617, 619, 631, 641, 643, 647, 653, 659
+- 661, 673, 677, 683, 691, 701, 709, 719, 727, 733
+- 739, 743, 751, 757, 761, 769, 773, 787, 797, 809
+- 811, 821, 823, 827, 829, 839, 853, 857, 859, 863
+- 877, 881, 883, 887, 907, 911, 919, 929, 937, 941
+- 947, 953, 967, 971, 977, 983, 991, 997
+
+ANALYSIS OF PRIME NUMBER DISTRIBUTION
+
+1. Prime Number Density
+   - Prime numbers become less frequent as numbers increase.
+   - The density of prime numbers decreases logarithmically.
+
+2. Patterns and Observations
+   - There are no even prime numbers except for 2.
+   - Primes greater than 3 are of the form 6k ± 1, where k is an integer.
+
+CONCLUSIONS AND RECOMMENDATIONS
+
+- Prime numbers are essential for various mathematical and practical applications.
+- Further research into prime number distribution can enhance cryptographic methods.
+- Educators should emphasize the importance of prime numbers in mathematical curricula.
+
+APPENDICES
+
+Source Information:
+- The list of prime numbers was compiled from verified mathematical sources and documents.
+
+This report was generated using data available up to October 2023.

test-chat/extraction/per_chunk_20251004-165426/merged_output.txt

@@ -0,0 +1,66 @@
+PRIME NUMBERS REPORT
+
+Date of Generation: [Insert Current Date]
+
+TABLE OF CONTENTS
+
+1. Executive Summary
+2. Introduction to Prime Numbers
+3. List of Prime Numbers
+4. Analysis of Prime Number Distribution
+5. Conclusions and Recommendations
+6. Appendices
+   - Source Information
+
+EXECUTIVE SUMMARY
+
+This report provides a comprehensive overview of prime numbers, including a detailed list and analysis of their distribution. Prime numbers are fundamental in mathematics and have significant applications in various fields such as cryptography and number theory. This document aims to present the data in a structured and professional manner for easy understanding and reference.
+
+INTRODUCTION TO PRIME NUMBERS
+
+Prime numbers are natural numbers greater than 1 that have no positive divisors other than 1 and themselves. They are the building blocks of the number system and play a crucial role in various mathematical theories and applications.
+
+LIST OF PRIME NUMBERS
+
+Below is a list of prime numbers extracted from the source documents:
+
+- 2, 3, 5, 7, 11, 13, 17, 19, 23, 29
+- 31, 37, 41, 43, 47, 53, 59, 61, 67, 71
+- 73, 79, 83, 89, 97, 101, 103, 107, 109, 113
+- 127, 131, 137, 139, 149, 151, 157, 163, 167, 173
+- 179, 181, 191, 193, 197, 199, 211, 223, 227, 229
+- 233, 239, 241, 251, 257, 263, 269, 271, 277, 281
+- 283, 293, 307, 311, 313, 317, 331, 337, 347, 349
+- 353, 359, 367, 373, 379, 383, 389, 397, 401, 409
+- 419, 421, 431, 433, 439, 443, 449, 457, 461, 463
+- 467, 479, 487, 491, 499, 503, 509, 521, 523, 541
+- 547, 557, 563, 569, 571, 577, 587, 593, 599, 601
+- 607, 613, 617, 619, 631, 641, 643, 647, 653, 659
+- 661, 673, 677, 683, 691, 701, 709, 719, 727, 733
+- 739, 743, 751, 757, 761, 769, 773, 787, 797, 809
+- 811, 821, 823, 827, 829, 839, 853, 857, 859, 863
+- 877, 881, 883, 887, 907, 911, 919, 929, 937, 941
+- 947, 953, 967, 971, 977, 983, 991, 997
+
+ANALYSIS OF PRIME NUMBER DISTRIBUTION
+
+1. Prime Number Density
+   - Prime numbers become less frequent as numbers increase.
+   - The density of prime numbers decreases logarithmically.
+
+2. Patterns and Observations
+   - There are no even prime numbers except for 2.
+   - Primes greater than 3 are of the form 6k ± 1, where k is an integer.
+
+CONCLUSIONS AND RECOMMENDATIONS
+
+- Prime numbers are essential for various mathematical and practical applications.
+- Further research into prime number distribution can enhance cryptographic methods.
+- Educators should emphasize the importance of prime numbers in mathematical curricula.
+
+APPENDICES
+
+Source Information:
+- The list of prime numbers was compiled from verified mathematical sources and documents.
+
+This report was generated using data available up to October 2023.

test-chat/extraction/per_chunk_20251004-172509/chunk_001_input.txt

@@ -0,0 +1,4 @@
+{
+  "user_prompt": "Conduct web research about ValueOn AG's business activities",
+  "websites_analyzed": 22,
+  "additional_links_found": 20,

test-chat/extraction/per_chunk_20251004-172509/chunk_001_response.txt

@@ -0,0 +1,13 @@
+I'm unable to browse the web in real-time to gather the latest information about ValueOn AG's key personnel and team members. However, I can guide you on how to find this information:
+
+1. **Company Website**: Visit ValueOn AG's official website. Companies often have an "About Us" or "Team" section where they list key personnel and team members.
+
+2. **LinkedIn**: Search for ValueOn AG on LinkedIn. The company's LinkedIn page might list employees and key personnel.
+
+3. **Press Releases**: Look for recent press releases from ValueOn AG. These often mention key personnel, especially if there have been recent changes in leadership.
+
+4. **Business Databases**: Use business information databases like Bloomberg, Crunchbase, or ZoomInfo, which might have profiles on ValueOn AG and its key personnel.
+
+5. **News Articles**: Search for news articles about ValueOn AG. Business news outlets sometimes cover executive appointments and changes.
+
+If you have access to any of these resources, you can gather the information and format it as requested. If you need further assistance or have specific questions, feel free to ask!

test-chat/extraction/per_chunk_20251004-172509/chunk_002_response.txt

@@ -0,0 +1 @@
+I'm sorry, but I don't have access to specific personnel or team member information for ValueOn AG. You might want to check their official website or contact them directly for detailed information about their team. If you have any other questions or need further assistance, feel free to ask!

test-chat/extraction/per_chunk_20251004-172509/chunk_003_input.txt

@@ -0,0 +1,67 @@
+  "sources": [
+    {
+      "title": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/",
+      "url": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/"
+    },
+    {
+      "title": "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture",
+      "url": "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture"
+    },
+    {
+      "title": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/",
+      "url": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/"
+    },
+    {
+      "title": "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture",
+      "url": "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture"
+    },
+    {
+      "title": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/",
+      "url": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/"
+    },
+    {
+      "title": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/",
+      "url": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/"
+    },
+    {
+      "title": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/",
+      "url": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/"
+    },
+    {
+      "title": "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture",
+      "url": "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture"
+    },
+    {
+      "title": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/",
+      "url": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/"
+    }
+  ],
+  "additional_links": [
+    "https://www.mosourcelink.com/book-a-meeting/",
+    "https://www.mosourcelink.com/guides/start-a-business/",
+    "https://www.mosourcelink.com/guides/loans-grants-and-funding/",
+    "https://www.mosourcelink.com/guides/ecosystem-reports/",
+    "https://www.mosourcelink.com/personal-action-plan-wizard/",
+    "https://www.mosourcelink.com/resources/",
+    "https://www.mosourcelink.com/awards-and-competitions/",
+    "https://www.mosourcelink.com/calendar/",
+    "https://www.mosourcelink.com/category/advancing-entrepreneurship/",
+    "https://www.mosourcelink.com/category/entrepreneurs-in-action/",
+    "https://www.agmrc.org/value-added-agriculture/",
+    "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture#mm-2",
+    "https://www.agmrc.org/commodities-products/",
+    "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture#mm-6",
+    "https://www.agmrc.org/business-development/",
+    "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture#mm-21",
+    "https://www.agmrc.org/foodsystems/",
+    "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture#mm-25",
+    "https://www.agmrc.org/directories-and-state-resources/",
+    "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture#mm-28"
+  ],
+  "debug_info": {
+    "crawl_depth": 2,
+    "total_urls_crawled": 22,
+    "main_urls": 9,
+    "additional_urls": 20
+  }
+}

test-chat/extraction/per_chunk_20251004-172509/chunk_003_response.txt

@@ -0,0 +1,11 @@
+I'm unable to access external databases or websites in real-time to fetch the latest information about specific companies or their personnel. However, I can guide you on how to find this information:
+
+1. **Company Website**: Visit the official website of ValueOn AG. Companies often list their key personnel and team members on the "About Us" or "Team" page.
+
+2. **LinkedIn**: Search for ValueOn AG on LinkedIn. You can find company profiles and see employees who have listed the company as their employer.
+
+3. **Press Releases**: Look for any press releases or news articles about ValueOn AG. These often mention key personnel, especially if there have been recent changes in leadership.
+
+4. **Business Databases**: Use business databases like Crunchbase, ZoomInfo, or PitchBook, which often provide detailed information about companies and their executives.
+
+If you have access to any of these resources, you can gather the information and format it as requested. If you need further assistance or have specific questions, feel free to ask!

test-chat/extraction/per_chunk_20251004-172509/merged_output.txt

@@ -0,0 +1,31 @@
+I'm unable to browse the web in real-time to gather the latest information about ValueOn AG's key personnel and team members. However, I can guide you on how to find this information:
+
+1. **Company Website**: Visit ValueOn AG's official website. Companies often have an "About Us" or "Team" section where they list key personnel and team members.
+
+2. **LinkedIn**: Search for ValueOn AG on LinkedIn. The company's LinkedIn page might list employees and key personnel.
+
+3. **Press Releases**: Look for recent press releases from ValueOn AG. These often mention key personnel, especially if there have been recent changes in leadership.
+
+4. **Business Databases**: Use business information databases like Bloomberg, Crunchbase, or ZoomInfo, which might have profiles on ValueOn AG and its key personnel.
+
+5. **News Articles**: Search for news articles about ValueOn AG. Business news outlets sometimes cover executive appointments and changes.
+
+If you have access to any of these resources, you can gather the information and format it as requested. If you need further assistance or have specific questions, feel free to ask!
+
+---
+
+I'm sorry, but I don't have access to specific personnel or team member information for ValueOn AG. You might want to check their official website or contact them directly for detailed information about their team. If you have any other questions or need further assistance, feel free to ask!
+
+---
+
+I'm unable to access external databases or websites in real-time to fetch the latest information about specific companies or their personnel. However, I can guide you on how to find this information:
+
+1. **Company Website**: Visit the official website of ValueOn AG. Companies often list their key personnel and team members on the "About Us" or "Team" page.
+
+2. **LinkedIn**: Search for ValueOn AG on LinkedIn. You can find company profiles and see employees who have listed the company as their employer.
+
+3. **Press Releases**: Look for any press releases or news articles about ValueOn AG. These often mention key personnel, especially if there have been recent changes in leadership.
+
+4. **Business Databases**: Use business databases like Crunchbase, ZoomInfo, or PitchBook, which often provide detailed information about companies and their executives.
+
+If you have access to any of these resources, you can gather the information and format it as requested. If you need further assistance or have specific questions, feel free to ask!

test-chat/extraction/per_chunk_20251004-172533/chunk_001_input.txt

@@ -0,0 +1,31 @@
+I'm unable to browse the web in real-time to gather the latest information about ValueOn AG's key personnel and team members. However, I can guide you on how to find this information:
+
+1. **Company Website**: Visit ValueOn AG's official website. Companies often have an "About Us" or "Team" section where they list key personnel and team members.
+
+2. **LinkedIn**: Search for ValueOn AG on LinkedIn. The company's LinkedIn page might list employees and key personnel.
+
+3. **Press Releases**: Look for recent press releases from ValueOn AG. These often mention key personnel, especially if there have been recent changes in leadership.
+
+4. **Business Databases**: Use business information databases like Bloomberg, Crunchbase, or ZoomInfo, which might have profiles on ValueOn AG and its key personnel.
+
+5. **News Articles**: Search for news articles about ValueOn AG. Business news outlets sometimes cover executive appointments and changes.
+
+If you have access to any of these resources, you can gather the information and format it as requested. If you need further assistance or have specific questions, feel free to ask!
+
+---
+
+I'm sorry, but I don't have access to specific personnel or team member information for ValueOn AG. You might want to check their official website or contact them directly for detailed information about their team. If you have any other questions or need further assistance, feel free to ask!
+
+---
+
+I'm unable to access external databases or websites in real-time to fetch the latest information about specific companies or their personnel. However, I can guide you on how to find this information:
+
+1. **Company Website**: Visit the official website of ValueOn AG. Companies often list their key personnel and team members on the "About Us" or "Team" page.
+
+2. **LinkedIn**: Search for ValueOn AG on LinkedIn. You can find company profiles and see employees who have listed the company as their employer.
+
+3. **Press Releases**: Look for any press releases or news articles about ValueOn AG. These often mention key personnel, especially if there have been recent changes in leadership.
+
+4. **Business Databases**: Use business databases like Crunchbase, ZoomInfo, or PitchBook, which often provide detailed information about companies and their executives.
+
+If you have access to any of these resources, you can gather the information and format it as requested. If you need further assistance or have specific questions, feel free to ask!

test-chat/extraction/per_chunk_20251004-172533/chunk_001_response.txt

@@ -0,0 +1,93 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <title>Summary Report</title>
+    <style>
+        body {
+            font-family: Arial, sans-serif;
+            margin: 0;
+            padding: 0;
+            color: #333;
+            background-color: #f4f4f9;
+        }
+        header {
+            background-color: #2c3e50;
+            color: #fff;
+            padding: 10px 0;
+            text-align: center;
+        }
+        main {
+            padding: 20px;
+            max-width: 800px;
+            margin: 0 auto;
+        }
+        h1, h2, h3 {
+            color: #2c3e50;
+        }
+        table {
+            width: 100%;
+            border-collapse: collapse;
+            margin-bottom: 20px;
+        }
+        th, td {
+            border: 1px solid #ddd;
+            padding: 8px;
+            text-align: left;
+        }
+        th {
+            background-color: #2c3e50;
+            color: white;
+        }
+        tr:nth-child(even) {
+            background-color: #f2f2f2;
+        }
+        ul {
+            list-style-type: disc;
+            padding-left: 20px;
+        }
+        footer {
+            background-color: #2c3e50;
+            color: #fff;
+            text-align: center;
+            padding: 10px 0;
+            position: fixed;
+            width: 100%;
+            bottom: 0;
+        }
+    </style>
+</head>
+<body>
+    <header>
+        <h1>Summary Report</h1>
+    </header>
+    <main>
+        <section>
+            <h2>Research Findings</h2>
+            <article>
+                <h3>Information Sources</h3>
+                <ul>
+                    <li>Company Website</li>
+                    <li>LinkedIn</li>
+                    <li>Press Releases</li>
+                    <li>Business Databases</li>
+                    <li>News Articles</li>
+                </ul>
+            </article>
+            <article>
+                <h3>Methods to Find Key Personnel</h3>
+                <p>The following methods are recommended to find information about ValueOn AG's key personnel:</p>
+                <ul>
+                    <li>Visit the official website of ValueOn AG.</li>
+                    <li>Search for ValueOn AG on LinkedIn.</li>
+                    <li>Look for press releases or news articles about ValueOn AG.</li>
+                    <li>Use business databases like Crunchbase, ZoomInfo, or PitchBook.</li>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>Generated on: [Insert Date Here]</p>
+    </footer>
+</body>
+</html>

test-chat/extraction/per_chunk_20251004-172533/chunk_002_input.txt

@@ -0,0 +1,4 @@
+{
+  "user_prompt": "Conduct web research about ValueOn AG's business activities",
+  "websites_analyzed": 22,
+  "additional_links_found": 20,

test-chat/extraction/per_chunk_20251004-172533/chunk_002_response.txt

@@ -0,0 +1,119 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <title>Summary Report</title>
+    <style>
+        body {
+            font-family: Arial, sans-serif;
+            margin: 0;
+            padding: 0;
+            color: #333;
+            background-color: #f4f4f9;
+        }
+        header {
+            background-color: #2c3e50;
+            color: #fff;
+            padding: 20px;
+            text-align: center;
+        }
+        main {
+            padding: 20px;
+        }
+        h1, h2, h3 {
+            color: #2c3e50;
+        }
+        table {
+            width: 100%;
+            border-collapse: collapse;
+            margin-bottom: 20px;
+        }
+        th, td {
+            border: 1px solid #ddd;
+            padding: 8px;
+            text-align: left;
+        }
+        th {
+            background-color: #2c3e50;
+            color: white;
+        }
+        tr:nth-child(even) {
+            background-color: #f2f2f2;
+        }
+        ul {
+            list-style-type: disc;
+            margin: 0;
+            padding: 0;
+            padding-left: 20px;
+        }
+        footer {
+            background-color: #2c3e50;
+            color: #fff;
+            text-align: center;
+            padding: 10px;
+            position: fixed;
+            width: 100%;
+            bottom: 0;
+        }
+    </style>
+</head>
+<body>
+    <header>
+        <h1>Summary Report</h1>
+    </header>
+    <main>
+        <section>
+            <h2>ValueOn AG Business Activities</h2>
+            <article>
+                <h3>Overview</h3>
+                <p>ValueOn AG is a company engaged in various business activities, focusing on providing innovative solutions and services in the technology sector. The company is known for its strategic approach to business development and its commitment to delivering high-quality products and services.</p>
+            </article>
+            <article>
+                <h3>Key Business Areas</h3>
+                <ul>
+                    <li>Technology Solutions</li>
+                    <li>Consulting Services</li>
+                    <li>Product Development</li>
+                    <li>Market Expansion Strategies</li>
+                </ul>
+            </article>
+            <article>
+                <h3>Recent Developments</h3>
+                <table>
+                    <thead>
+                        <tr>
+                            <th>Date</th>
+                            <th>Development</th>
+                            <th>Impact</th>
+                        </tr>
+                    </thead>
+                    <tbody>
+                        <tr>
+                            <td>January 2023</td>
+                            <td>Launch of new AI-driven platform</td>
+                            <td>Enhanced customer engagement and analytics capabilities</td>
+                        </tr>
+                        <tr>
+                            <td>March 2023</td>
+                            <td>Partnership with XYZ Corp</td>
+                            <td>Expanded market reach in Europe</td>
+                        </tr>
+                        <tr>
+                            <td>July 2023</td>
+                            <td>Acquisition of ABC Technologies</td>
+                            <td>Strengthened product portfolio in cloud services</td>
+                        </tr>
+                    </tbody>
+                </table>
+            </article>
+        </section>
+        <section>
+            <h2>Source Document Information</h2>
+            <p>This report is based on the analysis of 22 websites and additional links found during the research process. The data has been compiled to provide a comprehensive overview of ValueOn AG's business activities.</p>
+        </section>
+    </main>
+    <footer>
+        <p>Report generated on: October 2023</p>
+    </footer>
+</body>
+</html>

test-chat/extraction/per_chunk_20251004-172533/chunk_003_response.txt

@@ -0,0 +1,130 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <title>Summary Report</title>
+    <style>
+        body {
+            font-family: Arial, sans-serif;
+            margin: 0;
+            padding: 0;
+            color: #333;
+            background-color: #f4f4f9;
+        }
+        header, footer {
+            background-color: #2c3e50;
+            color: white;
+            text-align: center;
+            padding: 1em 0;
+        }
+        main {
+            padding: 20px;
+            max-width: 800px;
+            margin: auto;
+        }
+        h1, h2, h3 {
+            color: #2980b9;
+        }
+        table {
+            width: 100%;
+            border-collapse: collapse;
+            margin: 20px 0;
+        }
+        th, td {
+            border: 1px solid #ddd;
+            padding: 8px;
+            text-align: left;
+        }
+        th {
+            background-color: #2980b9;
+            color: white;
+        }
+        tr:nth-child(even) {
+            background-color: #f2f2f2;
+        }
+        ul {
+            list-style-type: disc;
+            margin: 10px 0;
+            padding-left: 20px;
+        }
+        .source {
+            font-size: 0.9em;
+            color: #7f8c8d;
+        }
+    </style>
+</head>
+<body>
+    <header>
+        <h1>Summary Report</h1>
+    </header>
+    <main>
+        <section>
+            <h2>Introduction to Value-Added Agriculture</h2>
+            <p>Value-added agriculture refers to the process of increasing the economic value of agricultural products through specific manufacturing processes, marketing, or services. This concept is aimed at enhancing the appeal of primary agricultural commodities to consumers, thereby allowing producers to capture higher returns.</p>
+        </section>
+        <section>
+            <h2>Key Findings</h2>
+            <article>
+                <h3>Benefits of Value-Added Agriculture</h3>
+                <ul>
+                    <li>Increases profitability and diversifies product offerings for farmers.</li>
+                    <li>Allows penetration into new, potentially high-value markets.</li>
+                    <li>Creates unique products and enhances brand identity.</li>
+                </ul>
+            </article>
+            <article>
+                <h3>Missouri's Support System</h3>
+                <p>Missouri offers a robust support system for value-added agriculture, including grants, loans, and technical assistance through various programs and institutions.</p>
+                <table>
+                    <thead>
+                        <tr>
+                            <th>Program</th>
+                            <th>Description</th>
+                        </tr>
+                    </thead>
+                    <tbody>
+                        <tr>
+                            <td>Missouri Agribusiness Revolving Loan Fund</td>
+                            <td>Provides financing to qualifying agribusinesses, including value-added enterprises.</td>
+                        </tr>
+                        <tr>
+                            <td>Value-Added Agriculture Loan Guarantee Program</td>
+                            <td>Offers a 50% first-loss guarantee to lenders for agricultural business development loans.</td>
+                        </tr>
+                        <tr>
+                            <td>Farm to Table Grant Program</td>
+                            <td>Funds businesses to process locally grown agricultural products for use in state institutions.</td>
+                        </tr>
+                    </tbody>
+                </table>
+            </article>
+        </section>
+        <section>
+            <h2>Resources and Assistance</h2>
+            <article>
+                <h3>Local Resources</h3>
+                <p>Missouri provides several resources to assist agricultural producers in pursuing value-added production:</p>
+                <ul>
+                    <li><strong>Missouri Agricultural and Small Business Authority:</strong> Offers grants, loans, and tax credits.</li>
+                    <li><strong>Missouri Agriculture, Food and Forestry Innovation Center:</strong> Provides technical assistance and business mentoring.</li>
+                    <li><strong>University of Missouri Food Processing and Safety Lab:</strong> Ensures food safety for processed foods.</li>
+                </ul>
+            </article>
+        </section>
+        <section>
+            <h2>Conclusion</h2>
+            <p>Value-added agriculture presents significant opportunities for enhancing the profitability and market reach of agricultural producers. With the support of state programs and resources, producers in Missouri are well-positioned to capitalize on these opportunities.</p>
+        </section>
+        <section class="source">
+            <h3>Source Documents</h3>
+            <ul>
+                <li><a href="https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/">MOSourceLink: What Is Value-Added Agriculture?</a></li>
+                <li><a href="https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture">Agricultural Marketing Resource Center: What is Value-Added Agriculture?</a></li>
+            </ul>
+        </section>
+    </main>
+    <footer>
+        <p>Report generated on: <script>document.write(new Date().toLocaleDateString());</script></p>
+    </footer>
+</body>
+</html>

test-chat/extraction/per_chunk_20251004-172533/chunk_004_input.txt

@@ -0,0 +1,67 @@
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+      "title": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/",
+      "url": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/"
+    },
+    {
+      "title": "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture",
+      "url": "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture"
+    },
+    {
+      "title": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/",
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+    },
+    {
+      "title": "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture",
+      "url": "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture"
+    },
+    {
+      "title": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/",
+      "url": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/"
+    },
+    {
+      "title": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/",
+      "url": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/"
+    },
+    {
+      "title": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/",
+      "url": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/"
+    },
+    {
+      "title": "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture",
+      "url": "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture"
+    },
+    {
+      "title": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/",
+      "url": "https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/"
+    }
+  ],
+  "additional_links": [
+    "https://www.mosourcelink.com/book-a-meeting/",
+    "https://www.mosourcelink.com/guides/start-a-business/",
+    "https://www.mosourcelink.com/guides/loans-grants-and-funding/",
+    "https://www.mosourcelink.com/guides/ecosystem-reports/",
+    "https://www.mosourcelink.com/personal-action-plan-wizard/",
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+    "https://www.mosourcelink.com/category/entrepreneurs-in-action/",
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+    "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture#mm-2",
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+    "https://www.agmrc.org/business-development/",
+    "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture#mm-21",
+    "https://www.agmrc.org/foodsystems/",
+    "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture#mm-25",
+    "https://www.agmrc.org/directories-and-state-resources/",
+    "https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture#mm-28"
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+}

test-chat/extraction/per_chunk_20251004-172533/chunk_004_response.txt

@@ -0,0 +1,114 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Summary Report</title>
+    <style>
+        body {
+            font-family: Arial, sans-serif;
+            margin: 0;
+            padding: 0;
+            color: #333;
+            background-color: #f4f4f9;
+        }
+        header, footer {
+            background-color: #2c3e50;
+            color: white;
+            text-align: center;
+            padding: 1em 0;
+        }
+        main {
+            padding: 20px;
+            max-width: 800px;
+            margin: 0 auto;
+        }
+        h1, h2, h3 {
+            color: #2980b9;
+        }
+        table {
+            width: 100%;
+            border-collapse: collapse;
+            margin-bottom: 20px;
+        }
+        th, td {
+            border: 1px solid #ddd;
+            padding: 8px;
+            text-align: left;
+        }
+        th {
+            background-color: #2980b9;
+            color: white;
+        }
+        tr:nth-child(even) {
+            background-color: #f2f2f2;
+        }
+        ul {
+            list-style-type: disc;
+            margin: 0;
+            padding-left: 20px;
+        }
+        .source-info {
+            font-size: 0.9em;
+            color: #555;
+        }
+    </style>
+</head>
+<body>
+    <header>
+        <h1>Summary Report</h1>
+    </header>
+    <main>
+        <section>
+            <article>
+                <h2>Introduction to Value-Added Agriculture</h2>
+                <p>Value-added agriculture refers to the process of increasing the economic value and consumer appeal of an agricultural product. This can be achieved through various means such as processing, packaging, or marketing enhancements.</p>
+            </article>
+            <article>
+                <h2>Benefits of Value-Added Agriculture</h2>
+                <ul>
+                    <li>Increases farm revenue by enhancing product value.</li>
+                    <li>Creates new market opportunities and expands existing ones.</li>
+                    <li>Improves product differentiation and consumer appeal.</li>
+                </ul>
+            </article>
+            <article>
+                <h2>Examples of Value-Added Agriculture</h2>
+                <table>
+                    <thead>
+                        <tr>
+                            <th>Example</th>
+                            <th>Description</th>
+                        </tr>
+                    </thead>
+                    <tbody>
+                        <tr>
+                            <td>Organic Certification</td>
+                            <td>Products certified as organic can command higher prices in the market.</td>
+                        </tr>
+                        <tr>
+                            <td>Artisan Cheese Production</td>
+                            <td>Transforming milk into cheese adds value and allows for premium pricing.</td>
+                        </tr>
+                        <tr>
+                            <td>Farm Tours</td>
+                            <td>Offering tours and experiences can generate additional income streams.</td>
+                        </tr>
+                    </tbody>
+                </table>
+            </article>
+            <article>
+                <h2>Source Information</h2>
+                <p class="source-info">This report is based on information from the following sources:</p>
+                <ul class="source-info">
+                    <li><a href="https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/">MoSourceLink: What is Value-Added Agriculture and How Can It Make a Huge Difference in Your Business?</a></li>
+                    <li><a href="https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture">AgMRC: What is Value-Added Agriculture?</a></li>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>Report generated on: <script>document.write(new Date().toLocaleDateString());</script></p>
+    </footer>
+</body>
+</html>

test-chat/extraction/per_chunk_20251004-172533/merged_output.txt

@@ -0,0 +1,465 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <title>Summary Report</title>
+    <style>
+        body {
+            font-family: Arial, sans-serif;
+            margin: 0;
+            padding: 0;
+            color: #333;
+            background-color: #f4f4f9;
+        }
+        header {
+            background-color: #2c3e50;
+            color: #fff;
+            padding: 10px 0;
+            text-align: center;
+        }
+        main {
+            padding: 20px;
+            max-width: 800px;
+            margin: 0 auto;
+        }
+        h1, h2, h3 {
+            color: #2c3e50;
+        }
+        table {
+            width: 100%;
+            border-collapse: collapse;
+            margin-bottom: 20px;
+        }
+        th, td {
+            border: 1px solid #ddd;
+            padding: 8px;
+            text-align: left;
+        }
+        th {
+            background-color: #2c3e50;
+            color: white;
+        }
+        tr:nth-child(even) {
+            background-color: #f2f2f2;
+        }
+        ul {
+            list-style-type: disc;
+            padding-left: 20px;
+        }
+        footer {
+            background-color: #2c3e50;
+            color: #fff;
+            text-align: center;
+            padding: 10px 0;
+            position: fixed;
+            width: 100%;
+            bottom: 0;
+        }
+    </style>
+</head>
+<body>
+    <header>
+        <h1>Summary Report</h1>
+    </header>
+    <main>
+        <section>
+            <h2>Research Findings</h2>
+            <article>
+                <h3>Information Sources</h3>
+                <ul>
+                    <li>Company Website</li>
+                    <li>LinkedIn</li>
+                    <li>Press Releases</li>
+                    <li>Business Databases</li>
+                    <li>News Articles</li>
+                </ul>
+            </article>
+            <article>
+                <h3>Methods to Find Key Personnel</h3>
+                <p>The following methods are recommended to find information about ValueOn AG's key personnel:</p>
+                <ul>
+                    <li>Visit the official website of ValueOn AG.</li>
+                    <li>Search for ValueOn AG on LinkedIn.</li>
+                    <li>Look for press releases or news articles about ValueOn AG.</li>
+                    <li>Use business databases like Crunchbase, ZoomInfo, or PitchBook.</li>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>Generated on: [Insert Date Here]</p>
+    </footer>
+</body>
+</html>
+
+---
+
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <title>Summary Report</title>
+    <style>
+        body {
+            font-family: Arial, sans-serif;
+            margin: 0;
+            padding: 0;
+            color: #333;
+            background-color: #f4f4f9;
+        }
+        header {
+            background-color: #2c3e50;
+            color: #fff;
+            padding: 20px;
+            text-align: center;
+        }
+        main {
+            padding: 20px;
+        }
+        h1, h2, h3 {
+            color: #2c3e50;
+        }
+        table {
+            width: 100%;
+            border-collapse: collapse;
+            margin-bottom: 20px;
+        }
+        th, td {
+            border: 1px solid #ddd;
+            padding: 8px;
+            text-align: left;
+        }
+        th {
+            background-color: #2c3e50;
+            color: white;
+        }
+        tr:nth-child(even) {
+            background-color: #f2f2f2;
+        }
+        ul {
+            list-style-type: disc;
+            margin: 0;
+            padding: 0;
+            padding-left: 20px;
+        }
+        footer {
+            background-color: #2c3e50;
+            color: #fff;
+            text-align: center;
+            padding: 10px;
+            position: fixed;
+            width: 100%;
+            bottom: 0;
+        }
+    </style>
+</head>
+<body>
+    <header>
+        <h1>Summary Report</h1>
+    </header>
+    <main>
+        <section>
+            <h2>ValueOn AG Business Activities</h2>
+            <article>
+                <h3>Overview</h3>
+                <p>ValueOn AG is a company engaged in various business activities, focusing on providing innovative solutions and services in the technology sector. The company is known for its strategic approach to business development and its commitment to delivering high-quality products and services.</p>
+            </article>
+            <article>
+                <h3>Key Business Areas</h3>
+                <ul>
+                    <li>Technology Solutions</li>
+                    <li>Consulting Services</li>
+                    <li>Product Development</li>
+                    <li>Market Expansion Strategies</li>
+                </ul>
+            </article>
+            <article>
+                <h3>Recent Developments</h3>
+                <table>
+                    <thead>
+                        <tr>
+                            <th>Date</th>
+                            <th>Development</th>
+                            <th>Impact</th>
+                        </tr>
+                    </thead>
+                    <tbody>
+                        <tr>
+                            <td>January 2023</td>
+                            <td>Launch of new AI-driven platform</td>
+                            <td>Enhanced customer engagement and analytics capabilities</td>
+                        </tr>
+                        <tr>
+                            <td>March 2023</td>
+                            <td>Partnership with XYZ Corp</td>
+                            <td>Expanded market reach in Europe</td>
+                        </tr>
+                        <tr>
+                            <td>July 2023</td>
+                            <td>Acquisition of ABC Technologies</td>
+                            <td>Strengthened product portfolio in cloud services</td>
+                        </tr>
+                    </tbody>
+                </table>
+            </article>
+        </section>
+        <section>
+            <h2>Source Document Information</h2>
+            <p>This report is based on the analysis of 22 websites and additional links found during the research process. The data has been compiled to provide a comprehensive overview of ValueOn AG's business activities.</p>
+        </section>
+    </main>
+    <footer>
+        <p>Report generated on: October 2023</p>
+    </footer>
+</body>
+</html>
+
+---
+
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <title>Summary Report</title>
+    <style>
+        body {
+            font-family: Arial, sans-serif;
+            margin: 0;
+            padding: 0;
+            color: #333;
+            background-color: #f4f4f9;
+        }
+        header, footer {
+            background-color: #2c3e50;
+            color: white;
+            text-align: center;
+            padding: 1em 0;
+        }
+        main {
+            padding: 20px;
+            max-width: 800px;
+            margin: auto;
+        }
+        h1, h2, h3 {
+            color: #2980b9;
+        }
+        table {
+            width: 100%;
+            border-collapse: collapse;
+            margin: 20px 0;
+        }
+        th, td {
+            border: 1px solid #ddd;
+            padding: 8px;
+            text-align: left;
+        }
+        th {
+            background-color: #2980b9;
+            color: white;
+        }
+        tr:nth-child(even) {
+            background-color: #f2f2f2;
+        }
+        ul {
+            list-style-type: disc;
+            margin: 10px 0;
+            padding-left: 20px;
+        }
+        .source {
+            font-size: 0.9em;
+            color: #7f8c8d;
+        }
+    </style>
+</head>
+<body>
+    <header>
+        <h1>Summary Report</h1>
+    </header>
+    <main>
+        <section>
+            <h2>Introduction to Value-Added Agriculture</h2>
+            <p>Value-added agriculture refers to the process of increasing the economic value of agricultural products through specific manufacturing processes, marketing, or services. This concept is aimed at enhancing the appeal of primary agricultural commodities to consumers, thereby allowing producers to capture higher returns.</p>
+        </section>
+        <section>
+            <h2>Key Findings</h2>
+            <article>
+                <h3>Benefits of Value-Added Agriculture</h3>
+                <ul>
+                    <li>Increases profitability and diversifies product offerings for farmers.</li>
+                    <li>Allows penetration into new, potentially high-value markets.</li>
+                    <li>Creates unique products and enhances brand identity.</li>
+                </ul>
+            </article>
+            <article>
+                <h3>Missouri's Support System</h3>
+                <p>Missouri offers a robust support system for value-added agriculture, including grants, loans, and technical assistance through various programs and institutions.</p>
+                <table>
+                    <thead>
+                        <tr>
+                            <th>Program</th>
+                            <th>Description</th>
+                        </tr>
+                    </thead>
+                    <tbody>
+                        <tr>
+                            <td>Missouri Agribusiness Revolving Loan Fund</td>
+                            <td>Provides financing to qualifying agribusinesses, including value-added enterprises.</td>
+                        </tr>
+                        <tr>
+                            <td>Value-Added Agriculture Loan Guarantee Program</td>
+                            <td>Offers a 50% first-loss guarantee to lenders for agricultural business development loans.</td>
+                        </tr>
+                        <tr>
+                            <td>Farm to Table Grant Program</td>
+                            <td>Funds businesses to process locally grown agricultural products for use in state institutions.</td>
+                        </tr>
+                    </tbody>
+                </table>
+            </article>
+        </section>
+        <section>
+            <h2>Resources and Assistance</h2>
+            <article>
+                <h3>Local Resources</h3>
+                <p>Missouri provides several resources to assist agricultural producers in pursuing value-added production:</p>
+                <ul>
+                    <li><strong>Missouri Agricultural and Small Business Authority:</strong> Offers grants, loans, and tax credits.</li>
+                    <li><strong>Missouri Agriculture, Food and Forestry Innovation Center:</strong> Provides technical assistance and business mentoring.</li>
+                    <li><strong>University of Missouri Food Processing and Safety Lab:</strong> Ensures food safety for processed foods.</li>
+                </ul>
+            </article>
+        </section>
+        <section>
+            <h2>Conclusion</h2>
+            <p>Value-added agriculture presents significant opportunities for enhancing the profitability and market reach of agricultural producers. With the support of state programs and resources, producers in Missouri are well-positioned to capitalize on these opportunities.</p>
+        </section>
+        <section class="source">
+            <h3>Source Documents</h3>
+            <ul>
+                <li><a href="https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/">MOSourceLink: What Is Value-Added Agriculture?</a></li>
+                <li><a href="https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture">Agricultural Marketing Resource Center: What is Value-Added Agriculture?</a></li>
+            </ul>
+        </section>
+    </main>
+    <footer>
+        <p>Report generated on: <script>document.write(new Date().toLocaleDateString());</script></p>
+    </footer>
+</body>
+</html>
+
+---
+
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Summary Report</title>
+    <style>
+        body {
+            font-family: Arial, sans-serif;
+            margin: 0;
+            padding: 0;
+            color: #333;
+            background-color: #f4f4f9;
+        }
+        header, footer {
+            background-color: #2c3e50;
+            color: white;
+            text-align: center;
+            padding: 1em 0;
+        }
+        main {
+            padding: 20px;
+            max-width: 800px;
+            margin: 0 auto;
+        }
+        h1, h2, h3 {
+            color: #2980b9;
+        }
+        table {
+            width: 100%;
+            border-collapse: collapse;
+            margin-bottom: 20px;
+        }
+        th, td {
+            border: 1px solid #ddd;
+            padding: 8px;
+            text-align: left;
+        }
+        th {
+            background-color: #2980b9;
+            color: white;
+        }
+        tr:nth-child(even) {
+            background-color: #f2f2f2;
+        }
+        ul {
+            list-style-type: disc;
+            margin: 0;
+            padding-left: 20px;
+        }
+        .source-info {
+            font-size: 0.9em;
+            color: #555;
+        }
+    </style>
+</head>
+<body>
+    <header>
+        <h1>Summary Report</h1>
+    </header>
+    <main>
+        <section>
+            <article>
+                <h2>Introduction to Value-Added Agriculture</h2>
+                <p>Value-added agriculture refers to the process of increasing the economic value and consumer appeal of an agricultural product. This can be achieved through various means such as processing, packaging, or marketing enhancements.</p>
+            </article>
+            <article>
+                <h2>Benefits of Value-Added Agriculture</h2>
+                <ul>
+                    <li>Increases farm revenue by enhancing product value.</li>
+                    <li>Creates new market opportunities and expands existing ones.</li>
+                    <li>Improves product differentiation and consumer appeal.</li>
+                </ul>
+            </article>
+            <article>
+                <h2>Examples of Value-Added Agriculture</h2>
+                <table>
+                    <thead>
+                        <tr>
+                            <th>Example</th>
+                            <th>Description</th>
+                        </tr>
+                    </thead>
+                    <tbody>
+                        <tr>
+                            <td>Organic Certification</td>
+                            <td>Products certified as organic can command higher prices in the market.</td>
+                        </tr>
+                        <tr>
+                            <td>Artisan Cheese Production</td>
+                            <td>Transforming milk into cheese adds value and allows for premium pricing.</td>
+                        </tr>
+                        <tr>
+                            <td>Farm Tours</td>
+                            <td>Offering tours and experiences can generate additional income streams.</td>
+                        </tr>
+                    </tbody>
+                </table>
+            </article>
+            <article>
+                <h2>Source Information</h2>
+                <p class="source-info">This report is based on information from the following sources:</p>
+                <ul class="source-info">
+                    <li><a href="https://www.mosourcelink.com/2023/07/20/what-is-value-added-agriculture-and-how-can-it-make-a-huge-difference-in-your-business/">MoSourceLink: What is Value-Added Agriculture and How Can It Make a Huge Difference in Your Business?</a></li>
+                    <li><a href="https://www.agmrc.org/value-added-agriculture/what-is-value-added-agriculture">AgMRC: What is Value-Added Agriculture?</a></li>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>Report generated on: <script>document.write(new Date().toLocaleDateString());</script></p>
+    </footer>
+</body>
+</html>

test-chat/extraction/per_chunk_20251004-174520/chunk_001_input.txt

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+I'm unable to conduct real-time web research or access external websites. However, I can help you with general information or answer questions based on the data I was trained on. If you have specific questions about ValueOn AG Switzerland or need help with something else, feel free to ask!

test-chat/extraction/per_chunk_20251004-174520/chunk_001_response.txt

@@ -0,0 +1 @@
+I'm sorry, but I don't have access to external documents or the ability to organize content from them directly. However, I can help you format information you provide into the JSON structure you requested. If you have specific content you'd like to organize, please share it here, and I'll assist you in structuring it accordingly.

test-chat/extraction/per_chunk_20251004-174520/merged_output.txt

@@ -0,0 +1 @@
+I'm sorry, but I don't have access to external documents or the ability to organize content from them directly. However, I can help you format information you provide into the JSON structure you requested. If you have specific content you'd like to organize, please share it here, and I'll assist you in structuring it accordingly.

test-chat/extraction/per_chunk_20251004-174530/chunk_001_input.txt

@@ -0,0 +1 @@
+I'm sorry, but I don't have access to external documents or the ability to organize content from them directly. However, I can help you format information you provide into the JSON structure you requested. If you have specific content you'd like to organize, please share it here, and I'll assist you in structuring it accordingly.

test-chat/extraction/per_chunk_20251004-174530/chunk_001_response.txt

@@ -0,0 +1 @@
+I'm sorry, but I don't have access to external documents or the ability to extract data directly from them. However, if you provide the specific content or data from the documents, I can help you create a comprehensive HTML report based on that information. Please share the details you'd like to include, and I'll assist you in formatting it into a professional HTML document.