fixes doc generation and renderers

app.py

@@ -61,6 +61,13 @@ class DailyRotatingFileHandler(RotatingFileHandler):
                 return True
         return False
 
+    def doRollover(self):
+        """Size-based rollover that tolerates Windows file locks."""
+        try:
+            super().doRollover()
+        except PermissionError:
+            pass
+
     def emit(self, record):
         """Emit a log record, switching files if date has changed"""
         # Check if we need to switch to a new file
@@ -454,6 +461,20 @@ async def lifespan(app: FastAPI):
         except Exception as e:
             logger.warning(f"Could not shutdown feature containers: {e}")
 
+        # 4. Cancel all pending streaming EventManager tasks (cleanup sleeps, agent tasks)
+        try:
+            from modules.serviceCenter.core.serviceStreaming.eventManager import get_event_manager as _getStreamingEM
+            _getStreamingEM().shutdown()
+        except Exception as e:
+            logger.warning(f"Streaming EventManager shutdown failed: {e}")
+
+        # 5. Close shared HTTP sessions (ResilientHttp) to avoid TCP keepalive hang
+        try:
+            from modules.connectors._httpResilience import closeAllResilientHttp
+            await closeAllResilientHttp()
+        except Exception as e:
+            logger.warning(f"Closing HTTP sessions failed: {e}")
+
         logger.info("Application has been shut down")
 
     except asyncio.CancelledError:
@@ -734,7 +755,7 @@ if __name__ == "__main__":
     port = int(os.environ.get("PORT", 8000))
 
     try:
-        from gunicorn.app.wsgiapp import WSGIApplication  # noqa: F401
+        import gunicorn.app.wsgiapp  # type: ignore[import-untyped]  # noqa: F401
         import subprocess
         import sys
         subprocess.run([

modules/aicore/aicoreModelSelector.py

@@ -140,11 +140,10 @@ class ModelSelector:
                     promptFiltered.append(model)
                 else:
                     maxAllowedTokens = model.contextLength * 0.8
-                    # Compare prompt tokens (not bytes) with model's token limit
+                    if totalTokens <= maxAllowedTokens:
-                    if promptTokens <= maxAllowedTokens:
                         promptFiltered.append(model)
                     else:
-                        logger.debug(f"Model {model.name} filtered out: promptSize={promptTokens:.0f} tokens > maxAllowed={maxAllowedTokens:.0f} tokens (80% of {model.contextLength} tokens)")
+                        logger.debug(f"Model {model.name} filtered out: totalTokens={totalTokens:.0f} > maxAllowed={maxAllowedTokens:.0f} tokens (80% of {model.contextLength} tokens)")
             
             logger.debug(f"After prompt size filtering: {len(promptFiltered)} models")
             

modules/aicore/aicorePluginAnthropic.py

@@ -654,6 +654,7 @@ class AiAnthropic(BaseConnectorAi):
             mimeType = parts[0].replace("data:", "")
             base64Data = parts[1]
 
+            _SUPPORTED = {"image/jpeg", "image/png", "image/gif", "image/webp"}
             import base64 as _b64
             try:
                 rawHead = _b64.b64decode(base64Data[:32])
@@ -667,6 +668,9 @@ class AiAnthropic(BaseConnectorAi):
                     mimeType = "image/webp"
             except Exception:
                 pass
+
+            if mimeType not in _SUPPORTED:
+                raise ValueError(f"Unsupported image media_type '{mimeType}' for Anthropic (supported: {', '.join(sorted(_SUPPORTED))})")
             
             # Convert to Anthropic's vision format
             anthropicMessages = [{

modules/connectors/_httpResilience.py

@@ -0,0 +1,241 @@
+# Copyright (c) 2025 Patrick Motsch
+# All rights reserved.
+"""Shared HTTP resilience helpers for provider connectors.
+
+Provides a reusable session pool with concurrency limiter and retry-with-backoff
+so that Google, MSFT and Infomaniak connectors do not each re-implement
+per-request sessions, unbounded parallelism, and missing retry logic.
+"""
+
+import asyncio
+import logging
+import time
+from typing import Any, Dict, Optional, Union
+
+import aiohttp
+
+logger = logging.getLogger(__name__)
+
+_DEFAULT_MAX_CONCURRENT = 8
+_DEFAULT_MAX_RETRIES = 3
+_DEFAULT_TIMEOUT_S = 30
+_RETRYABLE_STATUS = {429, 502, 503, 504}
+
+
+_instances: list["ResilientHttp"] = []
+
+
+class ResilientHttp:
+    """Managed aiohttp.ClientSession with semaphore + retry.
+
+    Typical usage inside a connector module-level function::
+
+        _http = ResilientHttp("Google", maxConcurrent=8)
+
+        async def _googleGet(token, url):
+            return await _http.getJson(url, headers={"Authorization": f"Bearer {token}"})
+
+    The session is created lazily on first call, reused across requests,
+    and closed via ``closeAllResilientHttp()`` at app shutdown.
+    """
+
+    def __init__(
+        self,
+        providerLabel: str = "HTTP",
+        maxConcurrent: int = _DEFAULT_MAX_CONCURRENT,
+        maxRetries: int = _DEFAULT_MAX_RETRIES,
+        defaultTimeoutS: float = _DEFAULT_TIMEOUT_S,
+    ):
+        self._label = providerLabel
+        self._maxConcurrent = maxConcurrent
+        self._maxRetries = maxRetries
+        self._defaultTimeout = aiohttp.ClientTimeout(total=defaultTimeoutS)
+        self._semaphore: Optional[asyncio.Semaphore] = None
+        self._session: Optional[aiohttp.ClientSession] = None
+        _instances.append(self)
+
+    def _ensureReady(self) -> aiohttp.ClientSession:
+        if self._semaphore is None:
+            self._semaphore = asyncio.Semaphore(self._maxConcurrent)
+        if self._session is None or self._session.closed:
+            self._session = aiohttp.ClientSession(timeout=self._defaultTimeout)
+        return self._session
+
+    async def close(self):
+        if self._session and not self._session.closed:
+            await self._session.close()
+            await asyncio.sleep(0.25)
+            self._session = None
+
+    async def getJson(
+        self,
+        url: str,
+        headers: Dict[str, str],
+        timeout: Optional[aiohttp.ClientTimeout] = None,
+        allowRedirects: bool = True,
+    ) -> Dict[str, Any]:
+        """GET request returning parsed JSON with retry + throttle."""
+        session = self._ensureReady()
+        assert self._semaphore is not None
+        lastError: Optional[str] = None
+        for attempt in range(1, self._maxRetries + 1):
+            async with self._semaphore:
+                try:
+                    async with session.get(
+                        url,
+                        headers=headers,
+                        timeout=timeout or self._defaultTimeout,
+                        allow_redirects=allowRedirects,
+                    ) as resp:
+                        if resp.status in (200, 201):
+                            return await resp.json()
+                        if resp.status in _RETRYABLE_STATUS:
+                            retryAfter = _parseRetryAfter(resp.headers.get("Retry-After"))
+                            waitS = retryAfter if retryAfter > 0 else min(2 ** attempt, 30)
+                            logger.warning(
+                                f"{self._label} GET {resp.status} (attempt {attempt}/{self._maxRetries}), "
+                                f"retry in {waitS:.1f}s: {url[:120]}"
+                            )
+                            await asyncio.sleep(waitS)
+                            continue
+                        errorText = await resp.text()
+                        lastError = f"{resp.status}: {errorText[:200]}"
+                        logger.warning(f"{self._label} GET {url[:120]} -> {lastError[:300]}")
+                        return {"error": lastError}
+                except asyncio.TimeoutError:
+                    lastError = f"timeout after {self._defaultTimeout.total}s"
+                    if attempt < self._maxRetries:
+                        logger.warning(f"{self._label} GET timeout (attempt {attempt}): {url[:120]}")
+                        await asyncio.sleep(min(2 ** attempt, 10))
+                        continue
+                except aiohttp.ClientError as e:
+                    lastError = str(e)
+                    if attempt < self._maxRetries:
+                        logger.warning(f"{self._label} GET client error (attempt {attempt}): {e}")
+                        await asyncio.sleep(min(2 ** attempt, 10))
+                        continue
+        return {"error": lastError or "unknown error"}
+
+    async def getBytes(
+        self,
+        url: str,
+        headers: Dict[str, str],
+        timeout: Optional[aiohttp.ClientTimeout] = None,
+        allowRedirects: bool = True,
+    ) -> Optional[bytes]:
+        """GET request returning raw bytes (for file downloads)."""
+        session = self._ensureReady()
+        assert self._semaphore is not None
+        for attempt in range(1, self._maxRetries + 1):
+            async with self._semaphore:
+                try:
+                    async with session.get(
+                        url,
+                        headers=headers,
+                        timeout=timeout or self._defaultTimeout,
+                        allow_redirects=allowRedirects,
+                    ) as resp:
+                        if resp.status == 200:
+                            return await resp.read()
+                        if resp.status in _RETRYABLE_STATUS:
+                            retryAfter = _parseRetryAfter(resp.headers.get("Retry-After"))
+                            waitS = retryAfter if retryAfter > 0 else min(2 ** attempt, 30)
+                            logger.warning(
+                                f"{self._label} download {resp.status} (attempt {attempt}), "
+                                f"retry in {waitS:.1f}s: {url[:120]}"
+                            )
+                            await asyncio.sleep(waitS)
+                            continue
+                        errorText = await resp.text()
+                        logger.warning(f"{self._label} download {url[:120]} -> {resp.status}: {errorText[:200]}")
+                        return None
+                except asyncio.TimeoutError:
+                    if attempt < self._maxRetries:
+                        logger.warning(f"{self._label} download timeout (attempt {attempt}): {url[:120]}")
+                        await asyncio.sleep(min(2 ** attempt, 10))
+                        continue
+                except aiohttp.ClientError as e:
+                    if attempt < self._maxRetries:
+                        logger.warning(f"{self._label} download client error (attempt {attempt}): {e}")
+                        await asyncio.sleep(min(2 ** attempt, 10))
+                        continue
+        return None
+
+    async def request(
+        self,
+        method: str,
+        url: str,
+        headers: Dict[str, str],
+        data: Any = None,
+        timeout: Optional[aiohttp.ClientTimeout] = None,
+    ) -> Dict[str, Any]:
+        """Generic HTTP request with retry for retryable status codes."""
+        session = self._ensureReady()
+        assert self._semaphore is not None
+        lastError: Optional[str] = None
+        for attempt in range(1, self._maxRetries + 1):
+            async with self._semaphore:
+                try:
+                    kwargs: Dict[str, Any] = {"headers": headers}
+                    if data is not None:
+                        kwargs["data"] = data
+                    async with session.request(
+                        method, url,
+                        timeout=timeout or self._defaultTimeout,
+                        **kwargs,
+                    ) as resp:
+                        if resp.status in (200, 201, 202, 204):
+                            if resp.status == 204:
+                                return {}
+                            return await resp.json()
+                        if resp.status in _RETRYABLE_STATUS:
+                            retryAfter = _parseRetryAfter(resp.headers.get("Retry-After"))
+                            waitS = retryAfter if retryAfter > 0 else min(2 ** attempt, 30)
+                            logger.warning(
+                                f"{self._label} {method} {resp.status} (attempt {attempt}), "
+                                f"retry in {waitS:.1f}s: {url[:120]}"
+                            )
+                            await asyncio.sleep(waitS)
+                            continue
+                        errorText = await resp.text()
+                        lastError = f"{resp.status}: {errorText[:200]}"
+                        logger.warning(f"{self._label} {method} {url[:120]} -> {lastError[:300]}")
+                        return {"error": lastError}
+                except asyncio.TimeoutError:
+                    lastError = f"timeout after {(timeout or self._defaultTimeout).total}s"
+                    if attempt < self._maxRetries:
+                        await asyncio.sleep(min(2 ** attempt, 10))
+                        continue
+                except aiohttp.ClientError as e:
+                    lastError = str(e)
+                    if attempt < self._maxRetries:
+                        await asyncio.sleep(min(2 ** attempt, 10))
+                        continue
+        return {"error": lastError or "unknown error"}
+
+
+async def closeAllResilientHttp() -> None:
+    """Close all ResilientHttp sessions. Call at app shutdown."""
+    for inst in _instances:
+        try:
+            await inst.close()
+        except Exception as e:
+            logger.debug(f"Error closing {inst._label} session: {e}")
+    logger.info(f"Closed {len(_instances)} ResilientHttp session(s)")
+
+
+def _parseRetryAfter(value: Optional[str]) -> float:
+    """Parse Retry-After header (seconds or HTTP-date). Returns 0 if absent/unparseable."""
+    if not value:
+        return 0.0
+    try:
+        return float(value)
+    except ValueError:
+        pass
+    try:
+        from email.utils import parsedate_to_datetime
+        dt = parsedate_to_datetime(value)
+        delta = (dt.timestamp() - time.time())
+        return max(delta, 0.5)
+    except Exception:
+        return 0.0

modules/connectors/providerGoogle/connectorGoogle.py

@@ -10,10 +10,13 @@ from typing import Any, Dict, List, Optional
 import aiohttp
 
 from modules.connectors.connectorProviderBase import ProviderConnector, ServiceAdapter, DownloadResult
+from modules.connectors._httpResilience import ResilientHttp
 from modules.datamodels.datamodelDataSource import ExternalEntry
 
 logger = logging.getLogger(__name__)
 
+_http = ResilientHttp("Google", maxConcurrent=8, defaultTimeoutS=20)
+
 _DRIVE_BASE = "https://www.googleapis.com/drive/v3"
 _GMAIL_BASE = "https://gmail.googleapis.com/gmail/v1"
 _CALENDAR_BASE = "https://www.googleapis.com/calendar/v3"
@@ -57,17 +60,7 @@ def _parseGoogleDateRange(text: Optional[str]) -> tuple:
 
 async def _googleGet(token: str, url: str) -> Dict[str, Any]:
     headers = {"Authorization": f"Bearer {token}"}
-    timeout = aiohttp.ClientTimeout(total=20)
+    return await _http.getJson(url, headers=headers)
-    try:
-        async with aiohttp.ClientSession(timeout=timeout) as session:
-            async with session.get(url, headers=headers) as resp:
-                if resp.status in (200, 201):
-                    return await resp.json()
-                errorText = await resp.text()
-                logger.warning(f"Google API {resp.status}: {errorText[:300]}")
-                return {"error": f"{resp.status}: {errorText[:200]}"}
-    except Exception as e:
-        return {"error": str(e)}
 
 
 def _raiseGoogleError(result: Dict[str, Any], ctx: str) -> None:
@@ -128,37 +121,33 @@ class DriveAdapter(ServiceAdapter):
         if not fileId:
             return b""
         headers = {"Authorization": f"Bearer {self._token}"}
-        timeout = aiohttp.ClientTimeout(total=60)
+        dlTimeout = aiohttp.ClientTimeout(total=60)
         try:
-            async with aiohttp.ClientSession(timeout=timeout) as session:
+            url = f"{_DRIVE_BASE}/files/{fileId}?alt=media"
-                # Try direct download first
+            data = await _http.getBytes(url, headers=headers, timeout=dlTimeout)
-                url = f"{_DRIVE_BASE}/files/{fileId}?alt=media"
+            if data is not None:
-                async with session.get(url, headers=headers) as resp:
+                return data
-                    if resp.status == 200:
+            logger.debug(f"Google Drive direct download returned None for {fileId}")
-                        return await resp.read()
-                    logger.debug(f"Google Drive direct download returned {resp.status} for {fileId}")
 
-                # If 403/404, check if it's a native Google file that needs export
+            metaUrl = f"{_DRIVE_BASE}/files/{fileId}?fields=mimeType,name"
-                metaUrl = f"{_DRIVE_BASE}/files/{fileId}?fields=mimeType,name"
+            meta = await _http.getJson(metaUrl, headers=headers)
-                async with session.get(metaUrl, headers=headers) as metaResp:
+            if "error" in meta:
-                    if metaResp.status != 200:
+                logger.warning(f"Google Drive metadata fetch failed for {fileId}: {meta['error']}")
-                        logger.warning(f"Google Drive metadata fetch failed ({metaResp.status}) for {fileId}")
+                return b""
-                        return b""
+            fileMime = meta.get("mimeType", "")
-                    meta = await metaResp.json()
+            fileName = meta.get("name", fileId)
-                    fileMime = meta.get("mimeType", "")
-                    fileName = meta.get("name", fileId)
 
-                exportMime = self._EXPORT_MIME_MAP.get(fileMime)
+            exportMime = self._EXPORT_MIME_MAP.get(fileMime)
-                if not exportMime:
+            if not exportMime:
-                    logger.warning(f"Google Drive: unsupported mimeType '{fileMime}' for file '{fileName}' ({fileId})")
+                logger.warning(f"Google Drive: unsupported mimeType '{fileMime}' for file '{fileName}' ({fileId})")
-                    return b""
+                return b""
 
-                exportUrl = f"{_DRIVE_BASE}/files/{fileId}/export?mimeType={exportMime}"
+            exportUrl = f"{_DRIVE_BASE}/files/{fileId}/export?mimeType={exportMime}"
-                logger.info(f"Google Drive: exporting '{fileName}' as {exportMime}")
+            logger.info(f"Google Drive: exporting '{fileName}' as {exportMime}")
-                async with session.get(exportUrl, headers=headers) as exportResp:
+            exported = await _http.getBytes(exportUrl, headers=headers, timeout=dlTimeout)
-                    if exportResp.status == 200:
+            if exported is not None:
-                        return await exportResp.read()
+                return exported
-                    logger.warning(f"Google Drive export failed ({exportResp.status}) for '{fileName}'")
+            logger.warning(f"Google Drive export failed for '{fileName}'")
         except Exception as e:
             logger.error(f"Google Drive download failed for {fileId}: {e}")
         return b""

modules/connectors/providerInfomaniak/connectorInfomaniak.py

@@ -44,10 +44,13 @@ from modules.connectors.connectorProviderBase import (
     ServiceAdapter,
     DownloadResult,
 )
+from modules.connectors._httpResilience import ResilientHttp
 from modules.datamodels.datamodelDataSource import ExternalEntry
 
 logger = logging.getLogger(__name__)
 
+_http = ResilientHttp("Infomaniak", maxConcurrent=6, defaultTimeoutS=20)
+
 _API_BASE = "https://api.infomaniak.com"
 _CALENDAR_BASE = "https://calendar.infomaniak.com"
 _CONTACTS_BASE = "https://contacts.infomaniak.com"
@@ -82,18 +85,7 @@ async def _infomaniakGet(
     """
     url = f"{baseUrl.rstrip('/')}/{endpoint.lstrip('/')}"
     headers = {"Authorization": f"Bearer {token}", "Accept": "application/json"}
-    timeout = aiohttp.ClientTimeout(total=20)
+    return await _http.getJson(url, headers=headers, allowRedirects=False)
-    try:
-        async with aiohttp.ClientSession(timeout=timeout) as session:
-            async with session.get(url, headers=headers, allow_redirects=False) as resp:
-                if resp.status in (200, 201):
-                    return await resp.json()
-                errorText = await resp.text()
-                logger.warning(f"Infomaniak GET {url} -> {resp.status}: {errorText[:300]}")
-                return {"error": f"{resp.status}: {errorText[:200]}"}
-    except Exception as e:
-        logger.error(f"Infomaniak GET {url} crashed: {e}")
-        return {"error": str(e)}
 
 
 def _raiseInfomaniakError(result: Dict[str, Any], ctx: str) -> None:
@@ -124,20 +116,7 @@ async def _infomaniakDownload(
     """
     url = f"{baseUrl.rstrip('/')}/{endpoint.lstrip('/')}"
     headers = {"Authorization": f"Bearer {token}"}
-    timeout = aiohttp.ClientTimeout(total=120)
+    return await _http.getBytes(url, headers=headers, timeout=aiohttp.ClientTimeout(total=120))
-    try:
-        async with aiohttp.ClientSession(timeout=timeout) as session:
-            async with session.get(url, headers=headers, allow_redirects=True) as resp:
-                if resp.status == 200:
-                    return await resp.read()
-                logger.warning(
-                    f"Infomaniak download {url} -> {resp.status}: "
-                    f"{(await resp.text())[:300]}"
-                )
-                return None
-    except Exception as e:
-        logger.error(f"Infomaniak download {url} crashed: {e}")
-        return None
 
 
 def _unwrapData(payload: Any) -> Any:

modules/connectors/providerMsft/connectorMsft.py

@@ -13,11 +13,13 @@ import urllib.parse
 from typing import Dict, Any, List, Optional
 
 from modules.connectors.connectorProviderBase import ProviderConnector, ServiceAdapter, DownloadResult
+from modules.connectors._httpResilience import ResilientHttp
 from modules.datamodels.datamodelDataSource import ExternalEntry
 
 logger = logging.getLogger(__name__)
 
 _GRAPH_BASE = "https://graph.microsoft.com/v1.0"
+_http = ResilientHttp("Graph", maxConcurrent=10, defaultTimeoutS=30)
 
 
 class _GraphApiMixin:
@@ -44,24 +46,14 @@ class _GraphApiMixin:
     async def _graphDownload(self, endpoint: str) -> Optional[bytes]:
         """Download binary content from Graph API."""
         headers = {"Authorization": f"Bearer {self._accessToken}"}
-        timeout = aiohttp.ClientTimeout(total=60)
         url = f"{_GRAPH_BASE}/{endpoint.lstrip('/')}"
-        try:
+        return await _http.getBytes(url, headers=headers, timeout=aiohttp.ClientTimeout(total=60))
-            async with aiohttp.ClientSession(timeout=timeout) as session:
-                async with session.get(url, headers=headers) as resp:
-                    if resp.status == 200:
-                        return await resp.read()
-                    logger.error(f"Download failed {resp.status}: {await resp.text()}")
-                    return None
-        except Exception as e:
-            logger.error(f"Graph download error: {e}")
-            return None
 
 
 async def _makeGraphCall(
     token: str, endpoint: str, method: str = "GET", data: Any = None
 ) -> Dict[str, Any]:
-    """Execute a single Microsoft Graph API call."""
+    """Execute a single Microsoft Graph API call via shared resilient HTTP client."""
     url = f"{_GRAPH_BASE}/{endpoint.lstrip('/')}"
     contentType = "application/json; charset=utf-8"
     if method == "PUT" and isinstance(data, bytes):
@@ -72,37 +64,7 @@ async def _makeGraphCall(
     }
     if "$count=true" in endpoint:
         headers["ConsistencyLevel"] = "eventual"
-    timeout = aiohttp.ClientTimeout(total=30)
+    return await _http.request(method, url, headers=headers, data=data)
-    try:
-        async with aiohttp.ClientSession(timeout=timeout) as session:
-            kwargs: Dict[str, Any] = {"headers": headers}
-            if data is not None:
-                kwargs["data"] = data
-
-            if method == "GET":
-                async with session.get(url, **kwargs) as resp:
-                    return await _handleResponse(resp)
-            elif method == "POST":
-                async with session.post(url, **kwargs) as resp:
-                    return await _handleResponse(resp)
-            elif method == "PUT":
-                async with session.put(url, **kwargs) as resp:
-                    return await _handleResponse(resp)
-            elif method == "PATCH":
-                async with session.patch(url, **kwargs) as resp:
-                    return await _handleResponse(resp)
-            elif method == "DELETE":
-                async with session.delete(url, **kwargs) as resp:
-                    if resp.status in (200, 204):
-                        return {}
-                    return await _handleResponse(resp)
-
-    except asyncio.TimeoutError:
-        return {"error": f"Graph API timeout: {endpoint}"}
-    except Exception as e:
-        return {"error": f"Graph API error: {e}"}
-
-    return {"error": f"Unsupported method: {method}"}
 
 
 async def _handleResponse(resp: aiohttp.ClientResponse) -> Dict[str, Any]:

modules/features/trustee/mainTrustee.py

@@ -494,7 +494,7 @@ TEMPLATE_WORKFLOWS = [
                          "closingBalance in accountSummary ist bereits der korrekte Ist-Wert.\n\n"
                          "WICHTIG: Erstelle KEINEN separaten Chart pro Konto. Nur EIN "
                          "Uebersichts-Chart ueber alle Konten ist gewuenscht.\n\n"
-                         "Hinweis: Das documentTheme ist 'finance'. Wenn du ein Dokument erstellst, "
+                         "Hinweis: Wenn du ein Dokument erstellst, "
                          "verwende einen professionellen Finanz-Stil:\n"
                          "- Schriftart: Calibri\n"
                          "- Primaerfarbe: #1F3864 (Dunkelblau)\n"
@@ -504,7 +504,6 @@ TEMPLATE_WORKFLOWS = [
                          "Nutze den style-Parameter von renderDocument um diese Vorgaben umzusetzen."
                      ),
                      "resultType": "xlsx",
-                     "documentTheme": "finance",
                      "requireNeutralization": False,
                      "documentList": {"type": "ref", "nodeId": "trigger", "path": ["payload", "documentList"]},
                      "context": {"type": "ref", "nodeId": "refresh", "path": ["data", "accountingData"]},

modules/interfaces/interfaceAiObjects.py

@@ -141,6 +141,18 @@ class AiObjects:
 
         _MAX_SHORT_RETRY = 15.0
 
+        # Pre-flight guard: reject obviously oversized payloads before entering the failover loop
+        estimatedTokens = (len(prompt or "") + len(context or "")) // 3
+        bestContextLength = max((m.contextLength for m in failoverModelList if m.contextLength > 0), default=0)
+        if bestContextLength > 0 and estimatedTokens > bestContextLength * 0.95:
+            errorMsg = (f"Input too large for all available models: ~{estimatedTokens} estimated tokens "
+                        f"vs best model context {bestContextLength}. Use chunking pipeline instead.")
+            logger.error(errorMsg)
+            return AiCallResponse(
+                content=errorMsg, modelName="error", priceCHF=0.0,
+                processingTime=0.0, bytesSent=0, bytesReceived=0, errorCount=1,
+            )
+
         lastError = None
         for attempt, model in enumerate(failoverModelList):
             try:

modules/serviceCenter/core/serviceStreaming/eventManager.py

@@ -181,6 +181,19 @@ class EventManager:
         task = asyncio.create_task(_cleanup())
         self._cleanup_tasks[workflow_id] = task
 
+    def shutdown(self) -> None:
+        """Cancel all pending cleanup and agent tasks for fast process exit."""
+        for wfId, task in list(self._cleanup_tasks.items()):
+            if not task.done():
+                task.cancel()
+        self._cleanup_tasks.clear()
+        for wfId, task in list(self._agent_tasks.items()):
+            if not task.done():
+                task.cancel()
+        self._agent_tasks.clear()
+        self._queues.clear()
+        logger.info("EventManager shutdown: all tasks cancelled")
+
 
 # Global event manager instance
 _event_manager: Optional[EventManager] = None

modules/serviceCenter/services/serviceAgent/coreTools/_mediaTools.py

@@ -224,7 +224,6 @@ def _registerMediaTools(registry: ToolRegistry, services):
                 title=title,
                 userPrompt=content,
                 style=args.get("style"),
-                documentTheme=args.get("documentTheme"),
                 imageResolver=_imageBytesResolver if lazyBlockImages else None,
             )
 
@@ -315,17 +314,6 @@ def _registerMediaTools(registry: ToolRegistry, services):
                 "outputFormat": {"type": "string", "description": "Target format: pdf, docx, xlsx, pptx, csv, html, md, json, txt", "default": "pdf"},
                 "title": {"type": "string", "description": "Document title", "default": "Document"},
                 "language": {"type": "string", "description": "Document language (ISO 639-1)", "default": "de"},
-                "documentTheme": {
-                    "type": "string",
-                    "enum": ["general", "finance", "legal", "technical", "hr", "marketing"],
-                    "description": (
-                        "Named style preset applied by the renderer (colors, fonts, spacing). "
-                        "Pick the one that matches the document purpose: 'legal' for serif/justified "
-                        "legal filings, 'marketing' for bold image-friendly layouts, 'finance', "
-                        "'technical', 'hr', or 'general' (default). The explicit 'style' object, if "
-                        "provided, overrides individual preset keys."
-                    ),
-                },
                 "style": {
                     "type": "object",
                     "description": (

modules/serviceCenter/services/serviceAgent/sandboxExecutor.py

@@ -112,6 +112,50 @@ def _makeReadFile(services):
     return readFile
 
 
+_MAX_FILE_BYTES = 50_000_000  # 50 MB safety limit
+
+
+def _makeReadFileBytes(services):
+    """Create a readFileBytes(fileId) closure for binary file access in the sandbox."""
+    def readFileBytes(fileId: str) -> bytes:
+        mgmt = getattr(services, 'interfaceDbComponent', None) if services else None
+        if not mgmt:
+            raise RuntimeError("readFileBytes: no file store available in this session")
+        data = mgmt.getFileData(str(fileId))
+        if data is None:
+            raise FileNotFoundError(f"File '{fileId}' not found in workspace")
+        if len(data) > _MAX_FILE_BYTES:
+            raise ValueError(f"File too large for sandbox analysis ({len(data)} bytes, limit {_MAX_FILE_BYTES})")
+        return data
+    return readFileBytes
+
+
+class SafeZipFile:
+    """Read-only in-memory ZIP analysis wrapper for the sandbox.
+    Does not expose extract/write -- only namelist, infolist, and in-memory read."""
+
+    def __init__(self, data: bytes):
+        import zipfile as _zf
+        self._zf = _zf.ZipFile(io.BytesIO(data), 'r')
+
+    def namelist(self):
+        return self._zf.namelist()
+
+    def infolist(self):
+        return [{"filename": i.filename, "file_size": i.file_size,
+                 "compress_size": i.compress_size, "date_time": i.date_time}
+                for i in self._zf.infolist()]
+
+    def read(self, name: str) -> bytes:
+        return self._zf.read(name)
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, *args):
+        self._zf.close()
+
+
 async def executePython(code: str, *, services=None) -> Dict[str, Any]:
     """Execute Python code in a restricted sandbox. Returns {success, output, error}."""
     import asyncio
@@ -120,8 +164,10 @@ async def executePython(code: str, *, services=None) -> Dict[str, Any]:
         restrictedGlobals = _buildRestrictedGlobals()
         vfs = _VirtualFS()
         restrictedGlobals["__builtins__"]["open"] = vfs.open
+        restrictedGlobals["__builtins__"]["SafeZipFile"] = SafeZipFile
         if services:
             restrictedGlobals["__builtins__"]["readFile"] = _makeReadFile(services)
+            restrictedGlobals["__builtins__"]["readFileBytes"] = _makeReadFileBytes(services)
         capturedOutput = io.StringIO()
         oldStdout = sys.stdout
         oldStderr = sys.stderr

modules/serviceCenter/services/serviceAi/mainServiceAi.py

@@ -1680,8 +1680,7 @@ Respond with ONLY a JSON object in this exact format:
         language: str,
         title: str,
         userPrompt: str,
-        parentOperationId: str,
+        parentOperationId: str
-        documentTheme: Optional[str] = None
     ) -> List[RenderedDocument]:
         """
         Phase 5E: Rendert gefüllte Struktur zum Ziel-Format.
@@ -1733,8 +1732,7 @@ Respond with ONLY a JSON object in this exact format:
                 title,
                 userPrompt,
                 self,
-                parentOperationId=renderOperationId,  # Parent-Referenz für ChatLog-Hierarchie
+                parentOperationId=renderOperationId  # Parent-Referenz für ChatLog-Hierarchie
-                documentTheme=documentTheme
             )
             
             # ChatLog abschließen
@@ -1776,8 +1774,7 @@ Respond with ONLY a JSON object in this exact format:
         outputFormat: Optional[str] = None,
         title: Optional[str] = None,
         parentOperationId: Optional[str] = None,
-        generationIntent: Optional[str] = None,  # NEW: Explicit intent from action (skips detection)
+        generationIntent: Optional[str] = None  # NEW: Explicit intent from action (skips detection)
-        documentTheme: Optional[str] = None  # Named style preset for document rendering
     ) -> AiResponse:
         """
         Unified AI content generation with explicit intent requirement.
@@ -1796,8 +1793,6 @@ Respond with ONLY a JSON object in this exact format:
             parentOperationId: Optional parent operation ID for hierarchical logging
             generationIntent: REQUIRED explicit intent ("document" | "code" | "image") from action.
                              NO auto-detection - actions must explicitly specify intent.
-            documentTheme: Optional named style preset (general/finance/legal/technical/
-                hr/marketing) forwarded to the renderer for document generation.
         
         Returns:
             AiResponse with content, metadata, and optional documents
@@ -1868,8 +1863,7 @@ Respond with ONLY a JSON object in this exact format:
                         contentParts=contentParts,
                         outputFormat=outputFormat,
                         title=title,
-                        parentOperationId=parentOperationId,
+                        parentOperationId=parentOperationId
-                        documentTheme=documentTheme
                     )
             
             # DATA_EXTRACT: Extract content from documents and process with AI (no structure generation)
@@ -2085,8 +2079,7 @@ Respond with ONLY a JSON object in this exact format:
         contentParts: Optional[List[ContentPart]],
         outputFormat: str,
         title: str,
-        parentOperationId: Optional[str],
+        parentOperationId: Optional[str]
-        documentTheme: Optional[str] = None
     ) -> AiResponse:
         """Handle document generation using document generation path."""
         from modules.serviceCenter.services.serviceGeneration.paths.documentPath import DocumentGenerationPath
@@ -2103,8 +2096,7 @@ Respond with ONLY a JSON object in this exact format:
             contentParts=contentParts,
             outputFormat=outputFormat,
             title=title or "Generated Document",
-            parentOperationId=parentOperationId,
+            parentOperationId=parentOperationId
-            documentTheme=documentTheme
         )
             
     

modules/serviceCenter/services/serviceAi/subStructureFilling.py

@@ -27,6 +27,21 @@ class _AiResponseFallback:
 logger = logging.getLogger(__name__)
 
 
+def _normalizeImageElement(element: Dict[str, Any]) -> None:
+    """Ensure image element has nested content dict.
+    AI sometimes returns flat keys (base64Data, altText, ...) at the top level.
+    All renderers expect element['content'] to be a dict with those keys."""
+    if "content" in element and isinstance(element.get("content"), dict):
+        return
+    element["content"] = {
+        "base64Data": element.pop("base64Data", ""),
+        "altText": element.pop("altText", ""),
+        "caption": element.pop("caption", ""),
+        "mimeType": element.pop("mimeType", "image/png"),
+        "fileName": element.pop("fileName", element.get("id", "image") + ".png"),
+    }
+
+
 def _elements_from_section_content_ai_json(parsed: Any) -> List[Any]:
     """Normalize section_content AI JSON (incl. models that return {\"text\": ...}) into elements."""
     from modules.serviceCenter.services.serviceAi.subLoopingUseCases import _normalizeSectionContentJson
@@ -494,14 +509,18 @@ class StructureFiller:
                 try:
                     jsonContent = json.loads(self.services.utils.jsonExtractString(aiResponse.content))
                     if isinstance(jsonContent, dict) and jsonContent.get("type") == "image":
+                        _normalizeImageElement(jsonContent)
                         elements.append(jsonContent)
                         logger.debug("AI returned proper JSON image structure")
-                        base64Data = None  # Signal that image was already processed
+                        base64Data = None
                     elif isinstance(jsonContent, list) and len(jsonContent) > 0:
                         if isinstance(jsonContent[0], dict) and jsonContent[0].get("type") == "image":
+                            for item in jsonContent:
+                                if isinstance(item, dict) and item.get("type") == "image":
+                                    _normalizeImageElement(item)
                             elements.extend(jsonContent)
                             logger.debug("AI returned proper JSON image structure in list")
-                            base64Data = None  # Signal that image was already processed
+                            base64Data = None
                         else:
                             base64Data = ""  # Continue with normal processing
                     else:

modules/serviceCenter/services/serviceExtraction/mainServiceExtraction.py

@@ -1309,6 +1309,7 @@ class ExtractionService:
         Calls aiObjects._callWithModel() for actual AI calls.
         """
         lastError = None
+        _VISION_API_TYPES = {"image/jpeg", "image/png", "image/gif", "image/webp"}
         
         # Check if this is an image - Vision models need special handling
         isImage = (contentPart.typeGroup == "image") or (contentPart.mimeType and contentPart.mimeType.startswith("image/"))
@@ -1316,6 +1317,18 @@ class ExtractionService:
         # Determine the correct operation type based on content type
         actualOperationType = options.operationType
         if isImage:
+            resolvedMime = contentPart.mimeType or "image/jpeg"
+            if resolvedMime not in _VISION_API_TYPES and contentPart.data:
+                resolvedMime = _sniffImageMime(contentPart.data) or resolvedMime
+            if resolvedMime not in _VISION_API_TYPES:
+                logger.info(f"Skipping unsupported image type '{resolvedMime}' (supported: {', '.join(sorted(_VISION_API_TYPES))})")
+                return AiCallResponse(
+                    content=f"[Image skipped: unsupported format {resolvedMime}]",
+                    modelName="skipped", priceCHF=0.0,
+                    processingTime=0.0, bytesSent=0, bytesReceived=0, errorCount=0,
+                )
+            contentPart.mimeType = resolvedMime
+
             actualOperationType = OperationTypeEnum.IMAGE_ANALYSE
             # Get vision-capable models for images
             availableModels = modelRegistry.getAvailableModels()
@@ -1805,6 +1818,24 @@ class ExtractionService:
         )
 
 
+def _sniffImageMime(data) -> Optional[str]:
+    """Detect image format from magic bytes. Returns None if unrecognised."""
+    import base64 as _b64
+    try:
+        raw = data if isinstance(data, bytes) else _b64.b64decode(data[:32])
+        if raw[:3] == b"\xff\xd8\xff":
+            return "image/jpeg"
+        if raw[:8] == b"\x89PNG\r\n\x1a\n":
+            return "image/png"
+        if raw[:4] == b"GIF8":
+            return "image/gif"
+        if raw[:4] == b"RIFF" and len(raw) >= 12 and raw[8:12] == b"WEBP":
+            return "image/webp"
+    except Exception:
+        pass
+    return None
+
+
 # Module-level function for use by subPipeline and ExtractionService
 def applyMerging(parts: List[ContentPart], strategy: MergeStrategy) -> List[ContentPart]:
     """Apply merging strategy to parts with intelligent token-aware merging.

modules/serviceCenter/services/serviceGeneration/mainServiceGeneration.py

@@ -14,7 +14,7 @@ from .subDocumentUtility import (
     detectMimeTypeFromData,
     convertDocumentDataToString
 )
-from .styleDefaults import resolveStyle
+from .styleDefaults import resolveStyle, deepMerge
 
 logger = logging.getLogger(__name__)
 
@@ -383,7 +383,80 @@ class GenerationService:
                 'workflowId': 'unknown'
             }
 
-    async def renderReport(self, extractedContent: Dict[str, Any], outputFormat: str, language: str, title: str, userPrompt: str = None, aiService=None, parentOperationId: Optional[str] = None, style: Optional[Dict[str, Any]] = None, documentTheme: Optional[str] = None, imageResolver=None) -> List[RenderedDocument]:
+    async def _enhanceStyleWithAi(self, resolvedStyle: Dict[str, Any], extractedContent: Dict[str, Any], userPrompt: str | None, aiService) -> Dict[str, Any]:
+        """Let AI refine the resolved style based on document content and context.
+
+        Returns the enhanced style dict, or the original on failure.
+        """
+        try:
+            from modules.datamodels.datamodelAi import AiCallRequest, AiCallOptions, OperationTypeEnum
+            import json as _json, re as _re
+
+            metadata = extractedContent.get("metadata", {}) if isinstance(extractedContent, dict) else {}
+            docTitle = metadata.get("title", "") if isinstance(metadata, dict) else ""
+            docType = metadata.get("documentType", "") if isinstance(metadata, dict) else ""
+            userHint = (userPrompt or "")[:300]
+
+            styleJson = _json.dumps(resolvedStyle, indent=2, default=str)
+
+            prompt = (
+                "You are a document styling expert. Given the document context below, "
+                "return a JSON delta object containing ONLY the style properties you want to change "
+                "from the current defaults. Return {} if no changes are needed.\n\n"
+                f"Document title: {docTitle}\n"
+                f"Document type: {docType}\n"
+                f"User request (excerpt): {userHint}\n\n"
+                f"Current style (full schema):\n{styleJson}\n\n"
+                "You may adjust any property: fonts (primary/monospace), colors, "
+                "documentTitle (size, alignment), headings (h1-h4 sizes, colors, spacing), "
+                "paragraph (size, lineSpacing, alignment e.g. justified), "
+                "table (header colors, banding, borders, cell padding), "
+                "list (bullet character, indent), image (default width, alignment), "
+                "codeBlock (font size, background, border), "
+                "coverPage (title/subtitle sizes and colors), "
+                "caption (size, color, italic), "
+                "page (format, margins, header/footer).\n"
+                "Match the document's purpose and tone. Examples: a legal document should use "
+                "serif fonts and justified text; a financial report conservative colors; "
+                "a marketing brochure bold colors and generous spacing.\n"
+                "Return ONLY a valid JSON object (no markdown fences, no explanation)."
+            )
+
+            options = AiCallOptions()
+            options.operationType = OperationTypeEnum.DATA_GENERATE
+            request = AiCallRequest(prompt=prompt, context="", options=options)
+            response = await aiService.callAi(request)
+
+            raw = (response.content or "").strip() if response else ""
+            if not raw:
+                return resolvedStyle
+
+            jsonMatch = _re.search(r'```json\s*\n(.*?)\n```', raw, _re.DOTALL)
+            if jsonMatch:
+                raw = jsonMatch.group(1).strip()
+            elif raw.startswith('```'):
+                raw = _re.sub(r'^```\w*\s*', '', raw)
+                raw = _re.sub(r'\s*```$', '', raw)
+
+            jsonStart = raw.find('{')
+            jsonEnd = raw.rfind('}')
+            if jsonStart == -1 or jsonEnd == -1:
+                return resolvedStyle
+            raw = raw[jsonStart:jsonEnd + 1]
+
+            delta = _json.loads(raw)
+            if not isinstance(delta, dict) or not delta:
+                return resolvedStyle
+
+            enhanced = deepMerge(resolvedStyle, delta)
+            logger.info("AI style enhancement applied %d top-level key(s)", len(delta))
+            return enhanced
+
+        except Exception as exc:
+            logger.warning("AI style enhancement failed, using base style: %s", exc)
+            return resolvedStyle
+
+    async def renderReport(self, extractedContent: Dict[str, Any], outputFormat: str, language: str, title: str, userPrompt: str = None, aiService=None, parentOperationId: Optional[str] = None, style: Optional[Dict[str, Any]] = None, imageResolver=None) -> List[RenderedDocument]:
         """
         Render extracted JSON content to the specified output format.
         Processes EACH document separately and calls renderer for each.
@@ -401,9 +474,6 @@ class GenerationService:
             aiService: AI service instance for generation prompt creation
             parentOperationId: Optional parent operation ID for hierarchical logging
             style: Optional style overrides (deep-merged with DEFAULT_STYLE)
-            documentTheme: Optional named theme preset (general/finance/legal/
-                technical/hr/marketing). Resolved as DEFAULT_STYLE <- preset <- style,
-                so an explicit ``style`` override always wins.
             imageResolver: Optional callable ``fileId -> bytes`` for lazy, on-demand
                 resolution of block images that carry only a ``fileId`` (no embedded
                 base64). Lets large documents avoid holding every image's bytes in
@@ -414,7 +484,9 @@ class GenerationService:
             Each RenderedDocument represents one rendered file (main document or supporting file)
         """
         try:
-            resolvedStyle = resolveStyle(style, documentTheme)
+            resolvedStyle = resolveStyle(style)
+            if aiService:
+                resolvedStyle = await self._enhanceStyleWithAi(resolvedStyle, extractedContent, userPrompt, aiService)
             # Validate JSON input
             if not isinstance(extractedContent, dict):
                 raise ValueError("extractedContent must be a JSON dictionary")

modules/serviceCenter/services/serviceGeneration/paths/documentPath.py

@@ -34,8 +34,7 @@ class DocumentGenerationPath:
         contentParts: Optional[List[ContentPart]] = None,
         outputFormat: str = "txt",
         title: Optional[str] = None,
-        parentOperationId: Optional[str] = None,
+        parentOperationId: Optional[str] = None
-        documentTheme: Optional[str] = None
     ) -> AiResponse:
         """
         Generate document using existing chapter/section model.
@@ -166,8 +165,7 @@ class DocumentGenerationPath:
                 language,  # Global fallback (per-document language extracted from structure in renderReport)
                 title or "Generated Document",
                 userPrompt,
-                docOperationId,
+                docOperationId
-                documentTheme=documentTheme
             )
             
             # Baue Response: Konvertiere alle gerenderten Dokumente zu DocumentData

modules/serviceCenter/services/serviceGeneration/renderers/documentRendererBaseTemplate.py

@@ -154,8 +154,12 @@ class BaseRenderer(ABC):
         para = style["paragraph"]
         lst = style["list"]
         cb = style["codeBlock"]
+        fonts = style.get("fonts") if isinstance(style.get("fonts"), dict) else {}
         colors = style.get("colors") if isinstance(style.get("colors"), dict) else {}
-        primaryColor = colors.get("primary", "#1F3864")
+        primaryColor = colors.get("primary", "#24292e")
+        secondaryColor = colors.get("secondary", "#586069")
+        accentColor = colors.get("accent", "#0366d6")
+        bgColor = colors.get("background", "#FFFFFF")
         rawDocTitle = style.get("documentTitle")
         docTitle = rawDocTitle if isinstance(rawDocTitle, dict) else {}
         titleSizePt = docTitle.get("sizePt")
@@ -168,6 +172,10 @@ class BaseRenderer(ABC):
             titleAlign = "center"
         titleSpaceBefore = docTitle.get("spaceBeforePt", 0)
         titleSpaceAfter = docTitle.get("spaceAfterPt", 18)
+        img = style.get("image") if isinstance(style.get("image"), dict) else {}
+        page = style.get("page") if isinstance(style.get("page"), dict) else {}
+        cover = style.get("coverPage") if isinstance(style.get("coverPage"), dict) else {}
+        caption = style.get("caption") if isinstance(style.get("caption"), dict) else {}
         return {
             "title": {
                 "font_size": titleSizePt,
@@ -179,56 +187,169 @@ class BaseRenderer(ABC):
             },
             "heading1": {
                 "font_size": h1["sizePt"], "color": h1["color"],
-                "bold": h1.get("weight") == "bold", "align": "left",
+                "bold": h1.get("weight") == "bold", "align": h1.get("align", "left"),
                 "space_before": h1.get("spaceBeforePt", 24),
                 "space_after": h1.get("spaceAfterPt", 8),
             },
             "heading2": {
                 "font_size": h2["sizePt"], "color": h2["color"],
-                "bold": h2.get("weight") == "bold", "align": "left",
+                "bold": h2.get("weight") == "bold", "align": h2.get("align", "left"),
                 "space_before": h2.get("spaceBeforePt", 20),
                 "space_after": h2.get("spaceAfterPt", 6),
             },
             "heading3": {
                 "font_size": h3["sizePt"], "color": h3["color"],
-                "bold": h3.get("weight") == "bold", "align": "left",
+                "bold": h3.get("weight") == "bold", "align": h3.get("align", "left"),
                 "space_before": h3.get("spaceBeforePt", 16),
                 "space_after": h3.get("spaceAfterPt", 4),
             },
             "heading4": {
                 "font_size": h4["sizePt"], "color": h4["color"],
-                "bold": h4.get("weight") == "bold", "align": "left",
+                "bold": h4.get("weight") == "bold", "align": h4.get("align", "left"),
                 "space_before": h4.get("spaceBeforePt", 12),
                 "space_after": h4.get("spaceAfterPt", 3),
             },
             "paragraph": {
                 "font_size": para["sizePt"], "color": para["color"],
-                "bold": False, "align": "left",
+                "bold": False, "align": para.get("align", "left"),
-                "line_height": para.get("lineSpacing", 1.15),
+                "line_height": para.get("lineSpacing", 1.5),
             },
             "table_header": {
                 "background": tbl["headerBg"], "text_color": tbl["headerFg"],
+                "font_size": tbl.get("headerSizePt", 10),
                 "bold": True, "align": "center",
             },
             "table_cell": {
                 "background": tbl["rowBandingOdd"], "text_color": para["color"],
+                "font_size": tbl.get("bodySizePt", 10),
                 "bold": False, "align": "left",
             },
             "table_border": {
-                "style": "grid", "color": tbl["borderColor"],
+                "style": tbl.get("borderStyle", "grid"),
+                "color": tbl["borderColor"],
+                "width": tbl.get("borderWidthPt", 0.5),
             },
+            "table_banding": {
+                "enabled": tbl.get("bandingEnabled", True),
+                "even": tbl.get("rowBandingEven", "#f6f8fa"),
+                "odd": tbl.get("rowBandingOdd", "#FFFFFF"),
+            },
+            "table_padding": tbl.get("cellPaddingPt", 4),
             "bullet_list": {
                 "font_size": lst["sizePt"], "color": para["color"],
                 "indent": lst["indentPt"],
                 "bullet_char": lst.get("bulletChar", "\u2022"),
             },
             "code_block": {
-                "font": style["fonts"]["monospace"],
+                "font": fonts.get("monospace", "Consolas"),
                 "font_size": cb["fontSizePt"], "color": para["color"],
                 "background": cb["background"],
+                "border_color": cb.get("borderColor", "#e1e4e8"),
+            },
+            "fonts": {
+                "primary": fonts.get("primary", "Calibri"),
+                "monospace": fonts.get("monospace", "Consolas"),
+            },
+            "colors": {
+                "primary": primaryColor,
+                "secondary": secondaryColor,
+                "accent": accentColor,
+                "background": bgColor,
+            },
+            "image": {
+                "default_width": img.get("defaultWidthPt", 480),
+                "max_width": img.get("maxWidthPt", 800),
+                "alignment": img.get("alignment", "center"),
+            },
+            "page": {
+                "format": page.get("format", "A4"),
+                "margins": page.get("marginsPt", {"top": 60, "bottom": 60, "left": 60, "right": 60}),
+                "show_page_numbers": page.get("showPageNumbers", True),
+                "header_height": page.get("headerHeight", 30),
+                "footer_height": page.get("footerHeight", 30),
+                "header_logo": page.get("headerLogo"),
+                "header_text": page.get("headerText", ""),
+                "footer_text": page.get("footerText", ""),
+            },
+            "cover_page": {
+                "title_size": cover.get("titleSizePt", 28),
+                "subtitle_size": cover.get("subtitleSizePt", 16),
+                "author_size": cover.get("authorSizePt", 12),
+                "date_size": cover.get("dateSizePt", 12),
+                "title_color": cover.get("titleColor", primaryColor),
+                "subtitle_color": cover.get("subtitleColor", secondaryColor),
+            },
+            "caption": {
+                "font_size": caption.get("sizePt", 10),
+                "color": caption.get("color", secondaryColor),
+                "italic": caption.get("italic", True),
+                "align": caption.get("align", "center"),
             },
         }
 
+    @staticmethod
+    def _looksNumeric(values: list) -> bool:
+        """Return True if most non-empty values in the column look numeric."""
+        numCount = 0
+        total = 0
+        for v in values:
+            text = str(v).strip() if v is not None else ""
+            if not text:
+                continue
+            total += 1
+            cleaned = text.replace(",", "").replace("'", "").replace(" ", "")
+            cleaned = cleaned.lstrip("$€£CHF").rstrip("%")
+            try:
+                float(cleaned)
+                numCount += 1
+            except ValueError:
+                pass
+        return total > 0 and numCount / total >= 0.6
+
+    @staticmethod
+    def _looksDate(values: list) -> bool:
+        """Return True if most non-empty values look like dates."""
+        dateCount = 0
+        total = 0
+        datePattern = re.compile(r"^\d{1,4}[./-]\d{1,2}[./-]\d{1,4}$")
+        for v in values:
+            text = str(v).strip() if v is not None else ""
+            if not text:
+                continue
+            total += 1
+            if datePattern.match(text):
+                dateCount += 1
+        return total > 0 and dateCount / total >= 0.6
+
+    def _inferColumnAlignments(self, headers: list, rows: list, tableStyle: dict | None = None) -> list:
+        """Infer per-column alignments from explicit tableStyle or data heuristic.
+
+        Returns a list of ``"left"``/``"center"``/``"right"`` strings, one per column.
+        """
+        colCount = len(headers) if headers else (len(rows[0]) if rows else 0)
+        if not colCount:
+            return []
+        if tableStyle and tableStyle.get("columnAlignments"):
+            explicit = tableStyle["columnAlignments"]
+            if isinstance(explicit, list) and len(explicit) >= colCount:
+                return [a if a in ("left", "center", "right") else "left" for a in explicit[:colCount]]
+        alignments = []
+        for colIdx in range(colCount):
+            colValues = []
+            for row in rows:
+                if colIdx < len(row):
+                    cell = row[colIdx]
+                    if isinstance(cell, list):
+                        cell = "".join(r.get("value", "") for r in cell if isinstance(r, dict))
+                    colValues.append(cell)
+            if self._looksNumeric(colValues):
+                alignments.append("right")
+            elif self._looksDate(colValues):
+                alignments.append("center")
+            else:
+                alignments.append("left")
+        return alignments
+
     @staticmethod
     def _inlineRunsFromContent(content: Dict[str, Any], *, itemsKey: str = None) -> Any:
         """Extract inline runs from new-format content, falling back to old format.

modules/serviceCenter/services/serviceGeneration/renderers/rendererHtml.py

@@ -115,8 +115,10 @@ class RendererHtml(BaseRenderer):
                 styles = self._convertUnifiedStyleToInternal(style)
                 self._unifiedStyle = style
             else:
-                styles = await self._getStyleSet(jsonContent, userPrompt, aiService)
+                from modules.serviceCenter.services.serviceGeneration.styleDefaults import resolveStyle
-                self._unifiedStyle = None
+                style = resolveStyle()
+                styles = self._convertUnifiedStyleToInternal(style)
+                self._unifiedStyle = style
             
             # Validate JSON structure
             if not self._validateJsonStructure(jsonContent):
@@ -174,107 +176,6 @@ class RendererHtml(BaseRenderer):
             self.logger.error(f"Error generating HTML from JSON: {str(e)}")
             raise Exception(f"HTML generation failed: {str(e)}")
     
-    async def _getStyleSet(self, extractedContent: Dict[str, Any] = None, userPrompt: str = None, aiService=None, templateName: str = None) -> Dict[str, Any]:
-        """Get style set - use styles from document generation metadata if available,
-        otherwise enhance default styles with AI if userPrompt provided.
-        
-        WICHTIG: In a dynamic scalable AI system, styling should come from document generation,
-        not be generated separately by renderers. Only fall back to AI if styles not provided.
-        
-        Args:
-            extractedContent: Document content with metadata (may contain styles)
-            userPrompt: User's prompt (AI will detect style instructions in any language)
-            aiService: AI service (used only if styles not in metadata and userPrompt provided)
-            templateName: Name of template style set (None = default)
-            
-        Returns:
-            Dict with style definitions for all document styles
-        """
-        # Get default style set
-        defaultStyleSet = self._getDefaultStyleSet()
-        
-        # FIRST: Check if styles are provided in document generation metadata (preferred approach)
-        if extractedContent:
-            metadata = extractedContent.get("metadata", {})
-            if isinstance(metadata, dict):
-                styles = metadata.get("styles")
-                if styles and isinstance(styles, dict):
-                    self.logger.debug("Using styles from document generation metadata")
-                    return self._validateStylesContrast(styles)
-        
-        # FALLBACK: Enhance with AI if userPrompt provided (only if styles not in metadata)
-        if userPrompt and aiService:
-            self.logger.info(f"Styles not in metadata, enhancing with AI based on user prompt...")
-            enhancedStyleSet = await self._enhanceStylesWithAI(userPrompt, defaultStyleSet, aiService)
-            return self._validateStylesContrast(enhancedStyleSet)
-        else:
-            # Use default styles only
-            return defaultStyleSet
-    
-    async def _enhanceStylesWithAI(self, userPrompt: str, defaultStyleSet: Dict[str, Any], aiService) -> Dict[str, Any]:
-        """Enhance default styles with AI based on user prompt."""
-        try:
-            style_template = self._createAiStyleTemplate("html", userPrompt, defaultStyleSet)
-            enhanced_styles = await self._getAiStyles(aiService, style_template, defaultStyleSet)
-            return enhanced_styles
-        except Exception as e:
-            self.logger.warning(f"AI style enhancement failed: {str(e)}, using default styles")
-            return defaultStyleSet
-    
-    def _validateStylesContrast(self, styles: Dict[str, Any]) -> Dict[str, Any]:
-        """Validate and fix contrast issues in AI-generated styles."""
-        try:
-            # Fix table header contrast
-            if "table_header" in styles:
-                header = styles["table_header"]
-                bgColor = header.get("background", "#FFFFFF")
-                textColor = header.get("color", "#000000")
-                
-                # If both are white or both are dark, fix it
-                if bgColor.upper() == "#FFFFFF" and textColor.upper() == "#FFFFFF":
-                    header["background"] = "#4F4F4F"
-                    header["color"] = "#FFFFFF"
-                elif bgColor.upper() == "#000000" and textColor.upper() == "#000000":
-                    header["background"] = "#4F4F4F"
-                    header["color"] = "#FFFFFF"
-            
-            # Fix table cell contrast
-            if "table_cell" in styles:
-                cell = styles["table_cell"]
-                bgColor = cell.get("background", "#FFFFFF")
-                textColor = cell.get("color", "#000000")
-                
-                # If both are white or both are dark, fix it
-                if bgColor.upper() == "#FFFFFF" and textColor.upper() == "#FFFFFF":
-                    cell["background"] = "#FFFFFF"
-                    cell["color"] = "#2F2F2F"
-                elif bgColor.upper() == "#000000" and textColor.upper() == "#000000":
-                    cell["background"] = "#FFFFFF"
-                    cell["color"] = "#2F2F2F"
-            
-            return styles
-            
-        except Exception as e:
-            self.logger.warning(f"Style validation failed: {str(e)}")
-            return self._getDefaultStyleSet()
-    
-    def _getDefaultStyleSet(self) -> Dict[str, Any]:
-        """Default HTML style set - used when no style instructions present."""
-        return {
-            "title": {"font_size": "2.5em", "color": "#1F4E79", "font_weight": "bold", "text_align": "center", "margin": "0 0 1em 0"},
-            "heading1": {"font_size": "2em", "color": "#2F2F2F", "font_weight": "bold", "text_align": "left", "margin": "1.5em 0 0.5em 0"},
-            "heading2": {"font_size": "1.5em", "color": "#4F4F4F", "font_weight": "bold", "text_align": "left", "margin": "1em 0 0.5em 0"},
-            "paragraph": {"font_size": "1em", "color": "#2F2F2F", "font_weight": "normal", "text_align": "left", "margin": "0 0 1em 0", "line_height": "1.6"},
-            "table": {"border": "1px solid #ddd", "border_collapse": "collapse", "width": "100%", "margin": "1em 0"},
-            "table_header": {"background": "#4F4F4F", "color": "#FFFFFF", "font_weight": "bold", "text_align": "center", "padding": "12px"},
-            "table_cell": {"background": "#FFFFFF", "color": "#2F2F2F", "font_weight": "normal", "text_align": "left", "padding": "8px", "border": "1px solid #ddd"},
-            "bullet_list": {"font_size": "1em", "color": "#2F2F2F", "margin": "0 0 1em 0", "padding_left": "20px"},
-            "code_block": {"font_family": "Courier New, monospace", "font_size": "0.9em", "color": "#2F2F2F", "background": "#F5F5F5", "padding": "1em", "border": "1px solid #ddd", "border_radius": "4px", "margin": "1em 0"},
-            "image": {"max_width": "100%", "height": "auto", "margin": "1em 0", "border_radius": "4px"},
-            "body": {"font_family": "Arial, sans-serif", "background": "#FFFFFF", "color": "#2F2F2F", "margin": "0", "padding": "20px"}
-        }
-    
-    
     def _generateCssStyles(self, styles: Dict[str, Any]) -> str:
         """Generate CSS from style definitions."""
         # When unified style is available, generate CSS directly from it
@@ -440,7 +341,9 @@ class RendererHtml(BaseRenderer):
             css_parts.append(f"  font-size: {h.get('sizePt', max(24 - (level-1)*4, 12))}pt;")
             css_parts.append(f"  color: {h.get('color', primaryColor)};")
             css_parts.append(f"  font-weight: {h.get('weight', 'bold')};")
-            css_parts.append(f"  margin: 1.2em 0 0.4em 0;")
+            spBefore = h.get('spaceBeforePt', max(24 - (level - 1) * 4, 12))
+            spAfter = h.get('spaceAfterPt', max(8 - (level - 1) * 2, 3))
+            css_parts.append(f"  margin: {spBefore}pt 0 {spAfter}pt 0;")
             css_parts.append("}")
         
         # Paragraphs
@@ -453,11 +356,16 @@ class RendererHtml(BaseRenderer):
         
         # Tables
         borderColor = tbl.get("borderColor", "#DEE2E6")
+        borderStyle = tbl.get("borderStyle", "grid")
         css_parts.append("table {")
-        css_parts.append(f"  border-collapse: collapse;")
+        css_parts.append("  border-collapse: collapse;")
-        css_parts.append(f"  width: 100%;")
+        css_parts.append("  width: 100%;")
-        css_parts.append(f"  margin: 1em 0;")
+        css_parts.append("  margin: 1em 0;")
-        css_parts.append(f"  border: 1px solid {borderColor};")
+        if borderStyle == "grid":
+            css_parts.append(f"  border: 1px solid {borderColor};")
+        elif borderStyle == "horizontal":
+            css_parts.append(f"  border-top: 1px solid {borderColor};")
+            css_parts.append(f"  border-bottom: 1px solid {borderColor};")
         css_parts.append("}")
         
         # Table headers
@@ -466,17 +374,30 @@ class RendererHtml(BaseRenderer):
         css_parts.append(f"  color: {tbl.get('headerFg', '#FFFFFF')};")
         css_parts.append("  font-weight: bold;")
         css_parts.append("  text-align: center;")
-        css_parts.append(f"  padding: 10px;")
+        css_parts.append("  padding: 10px;")
-        css_parts.append(f"  border: 1px solid {borderColor};")
+        if borderStyle == "grid":
+            css_parts.append(f"  border: 1px solid {borderColor};")
+        elif borderStyle == "horizontal":
+            css_parts.append(f"  border-bottom: 1px solid {borderColor};")
         css_parts.append("}")
         
         # Table cells
         css_parts.append("td {")
         css_parts.append(f"  color: {paraColor};")
         css_parts.append("  padding: 8px;")
-        css_parts.append(f"  border: 1px solid {borderColor};")
+        if borderStyle == "grid":
+            css_parts.append(f"  border: 1px solid {borderColor};")
+        elif borderStyle == "horizontal":
+            css_parts.append(f"  border-bottom: 1px solid {borderColor};")
         css_parts.append("}")
         
+        # Row banding
+        if tbl.get("bandingEnabled", True):
+            evenBg = tbl.get("rowBandingEven", "#f6f8fa")
+            oddBg = tbl.get("rowBandingOdd", "#FFFFFF")
+            css_parts.append(f"tbody tr:nth-child(even) {{ background: {evenBg}; }}")
+            css_parts.append(f"tbody tr:nth-child(odd) {{ background: {oddBg}; }}")
+        
         # Lists
         css_parts.append("ul {")
         css_parts.append(f"  font-size: {lst.get('sizePt', paraSizePt)}pt;")
@@ -499,13 +420,33 @@ class RendererHtml(BaseRenderer):
         css_parts.append("}")
         
         # Images
+        imgStyle = style.get("image", {})
+        imgMaxWidth = imgStyle.get("maxWidthPt", 800)
+        imgAlignment = imgStyle.get("alignment", "center")
         css_parts.append("img {")
-        css_parts.append("  max-width: 100%;")
+        css_parts.append(f"  max-width: min({imgMaxWidth}pt, 100%);")
         css_parts.append("  height: auto;")
-        css_parts.append("  margin: 1em 0;")
+        css_parts.append("  display: block;")
+        if imgAlignment == "center":
+            css_parts.append("  margin: 1em auto;")
+        elif imgAlignment == "right":
+            css_parts.append("  margin: 1em 0 1em auto;")
+        else:
+            css_parts.append("  margin: 1em 0;")
         css_parts.append("  border-radius: 4px;")
         css_parts.append("}")
         
+        # Figcaptions
+        captionStyle = style.get("caption", {})
+        css_parts.append("figcaption {")
+        css_parts.append(f"  font-size: {captionStyle.get('sizePt', 10)}pt;")
+        css_parts.append(f"  color: {captionStyle.get('color', '#586069')};")
+        if captionStyle.get("italic", True):
+            css_parts.append("  font-style: italic;")
+        css_parts.append(f"  text-align: {captionStyle.get('align', 'center')};")
+        css_parts.append("  margin-top: 0.5em;")
+        css_parts.append("}")
+        
         # Generated info
         css_parts.append(".generated-info {")
         css_parts.append("  font-size: 0.9em;")
@@ -839,9 +780,7 @@ class RendererHtml(BaseRenderer):
                 # Use data URI as placeholder - will be replaced with file path in _replaceImageDataUris
                 # Include a marker so we can find and replace it
                 imageMarker = f"<!--IMAGE_MARKER:{len(base64Data)}:{altTextEscaped[:50]}-->"
-                # Add max-width and max-height to ensure image fits within page dimensions
+                imgTag = f'<img src="data:image/png;base64,{base64Data}" alt="{altTextEscaped}">'
-                # Typical page width is ~800-1200px, height varies but we limit to 600px for readability
-                imgTag = f'<img src="data:image/png;base64,{base64Data}" alt="{altTextEscaped}" style="max-width: 100%; max-height: 600px; width: auto; height: auto;">'
                 
                 if captionEscaped:
                     return f'{imageMarker}<figure>{imgTag}<figcaption>{captionEscaped}</figcaption></figure>'

modules/serviceCenter/services/serviceGeneration/renderers/rendererPdf.py

@@ -20,7 +20,7 @@ try:
     from reportlab.lib.styles import getSampleStyleSheet, ParagraphStyle
     from reportlab.lib.units import inch
     from reportlab.lib import colors
-    from reportlab.lib.enums import TA_CENTER, TA_LEFT, TA_JUSTIFY
+    from reportlab.lib.enums import TA_CENTER, TA_LEFT, TA_JUSTIFY, TA_RIGHT
     REPORTLAB_AVAILABLE = True
 except ImportError:
     REPORTLAB_AVAILABLE = False
@@ -28,12 +28,71 @@ except ImportError:
 import re as _re_pdf
 
 from ._pdfFontFallback import wrapEmojiSpansInXml as _wrapEmojiSpansInXml
+from modules.serviceCenter.services.serviceGeneration.styleDefaults import deepMerge as _deepMergeStyle
 
 # A4 width in pt; margins must match SimpleDocTemplate(leftMargin/rightMargin)
 _PDF_MARGIN_LR_PT = 72.0
 _PDF_A4_WIDTH_PT = 595.27
 _PDF_CONTENT_WIDTH_PT = _PDF_A4_WIDTH_PT - (2 * _PDF_MARGIN_LR_PT)
 
+# Font resolution: map CSS/system font names to ReportLab built-in equivalents.
+# ReportLab core fonts: Helvetica, Times-Roman, Courier, Symbol, ZapfDingbats.
+_FONT_FALLBACK_MAP = {
+    "calibri": "Helvetica",
+    "arial": "Helvetica",
+    "verdana": "Helvetica",
+    "segoe ui": "Helvetica",
+    "helvetica": "Helvetica",
+    "times new roman": "Times-Roman",
+    "times": "Times-Roman",
+    "georgia": "Times-Roman",
+    "consolas": "Courier",
+    "courier new": "Courier",
+    "courier": "Courier",
+    "monospace": "Courier",
+}
+_BOLD_VARIANT = {
+    "Helvetica": "Helvetica-Bold",
+    "Times-Roman": "Times-Bold",
+    "Courier": "Courier-Bold",
+}
+_registeredTtfFonts: set = set()
+
+
+def _resolveFontFamily(fontName: str, bold: bool = False) -> str:
+    """Resolve a CSS/system font name to a ReportLab-compatible font name.
+
+    Tries TTF registration from the system font dir first; on failure falls
+    back to the closest built-in core font.
+    """
+    if not fontName:
+        return "Helvetica-Bold" if bold else "Helvetica"
+    key = fontName.strip().lower()
+    if key in _registeredTtfFonts:
+        return f"{fontName}-Bold" if bold else fontName
+    if key not in _FONT_FALLBACK_MAP:
+        try:
+            from reportlab.pdfbase import pdfmetrics
+            from reportlab.pdfbase.ttfonts import TTFont
+            import os
+            winFontsDir = os.path.join(os.environ.get("WINDIR", r"C:\Windows"), "Fonts")
+            candidates = [
+                os.path.join(winFontsDir, f"{fontName}.ttf"),
+                os.path.join(winFontsDir, f"{fontName.lower()}.ttf"),
+                f"/usr/share/fonts/truetype/{fontName.lower()}/{fontName.lower()}.ttf",
+            ]
+            for path in candidates:
+                if os.path.isfile(path):
+                    pdfmetrics.registerFont(TTFont(fontName, path))
+                    _registeredTtfFonts.add(key)
+                    return fontName
+        except Exception:
+            pass
+    coreFont = _FONT_FALLBACK_MAP.get(key, "Helvetica")
+    if bold:
+        return _BOLD_VARIANT.get(coreFont, f"{coreFont}-Bold")
+    return coreFont
+
 
 def _boxDrawingCharToAscii(ch: str) -> str:
     """Map one box-drawing character to ASCII (Courier has no glyphs for U+2500–U+257F)."""
@@ -170,25 +229,23 @@ class RendererPdf(BaseRenderer):
         # memory simultaneously. Collected here, deleted after the build.
         self._tempImageFiles = []
         try:
-            # Get style set from unified style or legacy approach
+            self._unifiedStyle = unifiedStyle
             if unifiedStyle:
                 styles = self._convertUnifiedStyleToInternal(unifiedStyle)
-                self._unifiedStyle = unifiedStyle
-                for level in range(1, 7):
-                    hKey = f"heading{level}"
-                    if hKey not in styles:
-                        styles[hKey] = self._defaultHeadingStyleDef(level)
-                    else:
-                        styles[hKey].setdefault("space_after", 12)
-                        styles[hKey].setdefault("space_before", 12)
-                styles["paragraph"].setdefault("space_after", 6)
-                styles["paragraph"].setdefault("line_height", unifiedStyle["paragraph"].get("lineSpacing", 1.2))
-                styles["bullet_list"].setdefault("space_after", 3)
-                styles["code_block"].setdefault("space_after", 6)
-                styles["code_block"].setdefault("align", "left")
             else:
-                styles = await self._getStyleSet(json_content, userPrompt, aiService)
+                styles = self._convertUnifiedStyleToInternal({})
-                self._unifiedStyle = None
+            for level in range(1, 7):
+                hKey = f"heading{level}"
+                if hKey not in styles:
+                    styles[hKey] = self._defaultHeadingStyleDef(level)
+                else:
+                    styles[hKey].setdefault("space_after", 12)
+                    styles[hKey].setdefault("space_before", 12)
+            styles["paragraph"].setdefault("space_after", 6)
+            styles["paragraph"].setdefault("line_height", (unifiedStyle or {}).get("paragraph", {}).get("lineSpacing", 1.5))
+            styles["bullet_list"].setdefault("space_after", 3)
+            styles["code_block"].setdefault("space_after", 6)
+            styles["code_block"].setdefault("align", "left")
             
             # Validate JSON structure
             if not self._validateJsonStructure(json_content):
@@ -307,247 +364,6 @@ class RendererPdf(BaseRenderer):
                 if not removed:
                     raise
     
-    async def _getStyleSet(self, extractedContent: Dict[str, Any] = None, userPrompt: str = None, aiService=None, templateName: str = None) -> Dict[str, Any]:
-        """Get style set - use styles from document generation metadata if available,
-        otherwise enhance default styles with AI if userPrompt provided.
-        
-        WICHTIG: In a dynamic scalable AI system, styling should come from document generation,
-        not be generated separately by renderers. Only fall back to AI if styles not provided.
-        
-        Args:
-            extractedContent: Document content with metadata (may contain styles)
-            userPrompt: User's prompt (AI will detect style instructions in any language)
-            aiService: AI service (used only if styles not in metadata and userPrompt provided)
-            templateName: Name of template style set (None = default)
-            
-        Returns:
-            Dict with style definitions for all document styles
-        """
-        # Get default style set
-        defaultStyleSet = self._getDefaultStyleSet()
-        
-        # FIRST: Check if styles are provided in document generation metadata (preferred approach)
-        if extractedContent:
-            metadata = extractedContent.get("metadata", {})
-            if isinstance(metadata, dict):
-                styles = metadata.get("styles")
-                if styles and isinstance(styles, dict):
-                    self.logger.debug("Using styles from document generation metadata")
-                    enhancedStyleSet = self._convertColorsFormat(styles)
-                    return self._validateStylesContrast(enhancedStyleSet)
-        
-        # FALLBACK: Enhance with AI if userPrompt provided (only if styles not in metadata)
-        if userPrompt and aiService:
-            self.logger.info(f"Styles not in metadata, enhancing with AI based on user prompt...")
-            enhancedStyleSet = await self._enhanceStylesWithAI(userPrompt, defaultStyleSet, aiService)
-            # Convert colors to PDF format after getting styles
-            enhancedStyleSet = self._convertColorsFormat(enhancedStyleSet)
-            return self._validateStylesContrast(enhancedStyleSet)
-        else:
-            # Use default styles only
-            return defaultStyleSet
-    
-    async def _enhanceStylesWithAI(self, userPrompt: str, defaultStyleSet: Dict[str, Any], aiService) -> Dict[str, Any]:
-        """Enhance default styles with AI based on user prompt."""
-        try:
-            style_template = self._createAiStyleTemplate("pdf", userPrompt, defaultStyleSet)
-            enhanced_styles = await self._getAiStyles(aiService, style_template, defaultStyleSet)
-            return enhanced_styles
-        except Exception as e:
-            self.logger.warning(f"AI style enhancement failed: {str(e)}, using default styles")
-            return defaultStyleSet
-    
-    def _validateStylesContrast(self, styles: Dict[str, Any]) -> Dict[str, Any]:
-        """Validate and fix contrast issues in AI-generated styles."""
-        try:
-            # Fix table header contrast
-            if "table_header" in styles:
-                header = styles["table_header"]
-                bg_color = header.get("background", "#FFFFFF")
-                text_color = header.get("text_color", "#000000")
-                
-                # If both are white or both are dark, fix it
-                if bg_color.upper() == "#FFFFFF" and text_color.upper() == "#FFFFFF":
-                    header["background"] = "#4F4F4F"
-                    header["text_color"] = "#FFFFFF"
-                elif bg_color.upper() == "#000000" and text_color.upper() == "#000000":
-                    header["background"] = "#4F4F4F"
-                    header["text_color"] = "#FFFFFF"
-            
-            # Fix table cell contrast
-            if "table_cell" in styles:
-                cell = styles["table_cell"]
-                bg_color = cell.get("background", "#FFFFFF")
-                text_color = cell.get("text_color", "#000000")
-                
-                # If both are white or both are dark, fix it
-                if bg_color.upper() == "#FFFFFF" and text_color.upper() == "#FFFFFF":
-                    cell["background"] = "#FFFFFF"
-                    cell["text_color"] = "#2F2F2F"
-                elif bg_color.upper() == "#000000" and text_color.upper() == "#000000":
-                    cell["background"] = "#FFFFFF"
-                    cell["text_color"] = "#2F2F2F"
-            
-            return styles
-            
-        except Exception as e:
-            self.logger.warning(f"Style validation failed: {str(e)}")
-            return self._getDefaultStyleSet()
-    
-    def _getDefaultStyleSet(self) -> Dict[str, Any]:
-        """Default PDF style set - used when no style instructions present."""
-        return {
-            "title": {"font_size": 24, "color": "#1F4E79", "bold": True, "align": "center", "space_after": 30},
-            # Markdown #..###### — sizes must strictly decrease (H1 largest … H6 smallest).
-            "heading1": {"font_size": 18, "color": "#2F2F2F", "bold": True, "align": "left", "space_after": 12, "space_before": 12},
-            "heading2": {"font_size": 15, "color": "#2F2F2F", "bold": True, "align": "left", "space_after": 10, "space_before": 10},
-            "heading3": {"font_size": 13, "color": "#4F4F4F", "bold": True, "align": "left", "space_after": 8, "space_before": 8},
-            "heading4": {"font_size": 12, "color": "#4F4F4F", "bold": True, "align": "left", "space_after": 6, "space_before": 6},
-            "heading5": {"font_size": 11, "color": "#4F4F4F", "bold": True, "align": "left", "space_after": 6, "space_before": 6},
-            "heading6": {"font_size": 10, "color": "#4F4F4F", "bold": True, "align": "left", "space_after": 4, "space_before": 4},
-            "paragraph": {"font_size": 11, "color": "#2F2F2F", "bold": False, "align": "left", "space_after": 6, "line_height": 1.2},
-            "table_header": {"background": "#4F4F4F", "text_color": "#FFFFFF", "bold": True, "align": "left", "font_size": 12},
-            "table_cell": {"background": "#FFFFFF", "text_color": "#2F2F2F", "bold": False, "align": "left", "font_size": 10},
-            "bullet_list": {"font_size": 11, "color": "#2F2F2F", "space_after": 3},
-            "code_block": {"font": "Courier", "font_size": 9, "color": "#2F2F2F", "background": "#F5F5F5", "space_after": 6, "align": "left"}
-        }
-    
-    async def _getAiStylesWithPdfColors(self, ai_service, style_template: str, default_styles: Dict[str, Any]) -> Dict[str, Any]:
-        """Get AI styles with proper PDF color conversion."""
-        if not ai_service:
-            return default_styles
-        
-        try:
-            from modules.datamodels.datamodelAi import AiCallRequest, AiCallOptions, OperationTypeEnum
-            
-            request_options = AiCallOptions()
-            request_options.operationType = OperationTypeEnum.DATA_GENERATE
-            
-            request = AiCallRequest(prompt=style_template, context="", options=request_options)
-            
-            # Check if AI service is properly configured
-            if not hasattr(ai_service, 'aiObjects') or not ai_service.aiObjects:
-                self.logger.warning("AI service not properly configured, using defaults")
-                return default_styles
-            
-            response = await ai_service.callAi(request)
-            
-            # Check if response is valid
-            if not response:
-                self.logger.warning("AI service returned no response, using defaults")
-                return default_styles
-            
-            import json
-            import re
-            
-            # Clean and parse JSON
-            result = response.content.strip() if response and response.content else ""
-            
-            # Check if result is empty
-            if not result:
-                self.logger.warning("AI styling returned empty response, using defaults")
-                return default_styles
-            
-            # Log the raw response for debugging
-            self.logger.debug(f"AI styling raw response: {result[:200]}...")
-            
-            # Extract JSON from various formats
-            json_match = re.search(r'```json\s*\n(.*?)\n```', result, re.DOTALL)
-            if json_match:
-                result = json_match.group(1).strip()
-            elif result.startswith('```json'):
-                result = re.sub(r'^```json\s*', '', result)
-                result = re.sub(r'\s*```$', '', result)
-            elif result.startswith('```'):
-                result = re.sub(r'^```\s*', '', result)
-                result = re.sub(r'\s*```$', '', result)
-            
-            # Try to extract JSON from explanatory text
-            json_patterns = [
-                r'\{[^{}]*"title"[^{}]*\}',  # Simple JSON object
-                r'\{.*?"title".*?\}',        # JSON with title field
-                r'\{.*?"font_size".*?\}',    # JSON with font_size field
-            ]
-            
-            for pattern in json_patterns:
-                json_match = re.search(pattern, result, re.DOTALL)
-                if json_match:
-                    result = json_match.group(0)
-                    break
-            
-            # Additional cleanup - remove any leading/trailing whitespace and newlines
-            result = result.strip()
-            
-            # Check if result is still empty after cleanup
-            if not result:
-                self.logger.warning("AI styling returned empty content after cleanup, using defaults")
-                return default_styles
-            
-            # Try to parse JSON
-            try:
-                styles = json.loads(result)
-                self.logger.debug(f"Successfully parsed AI styles: {list(styles.keys())}")
-            except json.JSONDecodeError as json_error:
-                self.logger.warning(f"AI styling returned invalid JSON: {json_error}")
-                
-                # Use print instead of logger to avoid truncation
-                self.services.utils.debugLogToFile(f"FULL AI RESPONSE THAT FAILED TO PARSE: {result}", "PDF_RENDERER")
-                self.services.utils.debugLogToFile(f"RESPONSE LENGTH: {len(result)} characters", "PDF_RENDERER")
-                
-                self.logger.warning(f"Raw content that failed to parse: {result}")
-                
-                # Try to fix incomplete JSON by adding missing closing braces
-                open_braces = result.count('{')
-                close_braces = result.count('}')
-                
-                if open_braces > close_braces:
-                    # JSON is incomplete, add missing closing braces
-                    missing_braces = open_braces - close_braces
-                    result = result + '}' * missing_braces
-                    self.logger.info(f"Added {missing_braces} missing closing brace(s)")
-                    
-                    # Try parsing the fixed JSON
-                    try:
-                        styles = json.loads(result)
-                        self.logger.info("Successfully fixed incomplete JSON")
-                    except json.JSONDecodeError as fix_error:
-                        self.logger.warning(f"Fixed JSON still invalid: {fix_error}")
-                        # Try to extract just the JSON part if it's embedded in text
-                        json_start = result.find('{')
-                        json_end = result.rfind('}')
-                        if json_start != -1 and json_end != -1 and json_end > json_start:
-                            json_part = result[json_start:json_end+1]
-                            try:
-                                styles = json.loads(json_part)
-                                self.logger.info("Successfully extracted JSON from explanatory text")
-                            except json.JSONDecodeError:
-                                self.logger.warning("Could not extract valid JSON from response, using defaults")
-                                return default_styles
-                        else:
-                            return default_styles
-                else:
-                    # Try to extract just the JSON part if it's embedded in text
-                    json_start = result.find('{')
-                    json_end = result.rfind('}')
-                    if json_start != -1 and json_end != -1 and json_end > json_start:
-                        json_part = result[json_start:json_end+1]
-                        try:
-                            styles = json.loads(json_part)
-                            self.logger.info("Successfully extracted JSON from explanatory text")
-                        except json.JSONDecodeError:
-                            self.logger.warning("Could not extract valid JSON from response, using defaults")
-                            return default_styles
-                    else:
-                        return default_styles
-            
-            # Convert colors to PDF format (keep as hex strings, PDF renderer will convert them)
-            styles = self._convertColorsFormat(styles)
-            
-            return styles
-            
-        except Exception as e:
-            self.logger.warning(f"AI styling failed: {str(e)}, using defaults")
-            return default_styles
 
     def _convertColorsFormat(self, styles: Dict[str, Any]) -> Dict[str, Any]:
         """Convert colors to proper format for PDF compatibility."""
@@ -580,9 +396,13 @@ class RendererPdf(BaseRenderer):
         sizes = {1: 18, 2: 15, 3: 13, 4: 12, 5: 11, 6: 10}
         fs = sizes.get(level, 10)
         sb = max(4, 14 - level)
+        us = getattr(self, '_unifiedStyle', None) or {}
+        clrs = us.get("colors", {})
+        primary = clrs.get("primary", "#24292e")
+        secondary = clrs.get("secondary", "#586069")
         return {
             "font_size": fs,
-            "color": "#2F2F2F" if level <= 2 else "#4F4F4F",
+            "color": primary if level <= 2 else secondary,
             "bold": True,
             "align": "left",
             "space_after": sb,
@@ -594,14 +414,19 @@ class RendererPdf(BaseRenderer):
         title_style_def = styles.get("title") or {}
         fs = title_style_def.get("font_size", 26)
         bold = title_style_def.get("bold", True)
+        us = getattr(self, '_unifiedStyle', None)
+        primaryFont = us["fonts"]["primary"] if us else "Calibri"
+        coverTitleColor = styles.get("cover_page", {}).get("title_color")
+        colorsFallback = styles.get("colors", {}).get("primary", "#24292e")
+        titleColor = title_style_def.get("color", coverTitleColor or colorsFallback)
         return ParagraphStyle(
             "DocumentTitle",
-            fontName="Helvetica-Bold" if bold else "Helvetica",
+            fontName=_resolveFontFamily(primaryFont, bold),
             fontSize=fs,
             spaceAfter=title_style_def.get("space_after", 18),
             spaceBefore=title_style_def.get("space_before", 0),
             alignment=self._getAlignment(title_style_def.get("align", "center")),
-            textColor=self._hexToColor(title_style_def.get("color", "#1F3864")),
+            textColor=self._hexToColor(titleColor),
             leading=fs * 1.25,
         )
 
@@ -611,28 +436,32 @@ class RendererPdf(BaseRenderer):
         heading_style_def = styles.get(heading_key) or self._defaultHeadingStyleDef(level)
         fs = heading_style_def.get("font_size", self._defaultHeadingStyleDef(level)["font_size"])
         bold = heading_style_def.get("bold", True)
+        us = getattr(self, '_unifiedStyle', None)
+        primaryFont = us["fonts"]["primary"] if us else "Calibri"
         return ParagraphStyle(
             f'CustomHeading{level}',
-            fontName="Helvetica-Bold" if bold else "Helvetica",
+            fontName=_resolveFontFamily(primaryFont, bold),
             fontSize=fs,
             spaceAfter=heading_style_def.get("space_after", 12),
             spaceBefore=heading_style_def.get("space_before", 12),
             alignment=self._getAlignment(heading_style_def.get("align", "left")),
-            textColor=self._hexToColor(heading_style_def.get("color", "#2F2F2F")),
+            textColor=self._hexToColor(heading_style_def.get("color", styles.get("colors", {}).get("primary", "#24292e"))),
             leading=fs * 1.35,
         )
     
     def _createNormalStyle(self, styles: Dict[str, Any]) -> ParagraphStyle:
         """Create normal paragraph style from style definitions."""
         paragraph_style_def = styles.get("paragraph", {})
-        
+        us = getattr(self, '_unifiedStyle', None)
+        primaryFont = us["fonts"]["primary"] if us else "Calibri"
         return ParagraphStyle(
             'CustomNormal',
+            fontName=_resolveFontFamily(primaryFont, False),
             fontSize=paragraph_style_def.get("font_size", 11),
             spaceAfter=paragraph_style_def.get("space_after", 6),
             alignment=self._getAlignment(paragraph_style_def.get("align", "left")),
-            textColor=self._hexToColor(paragraph_style_def.get("color", "#2F2F2F")),
+            textColor=self._hexToColor(paragraph_style_def.get("color", "#24292e")),
-            leading=paragraph_style_def.get("line_height", 1.2) * paragraph_style_def.get("font_size", 11)
+            leading=paragraph_style_def.get("line_height", 1.5) * paragraph_style_def.get("font_size", 11)
         )
     
     def _getAlignment(self, align: str) -> int:
@@ -644,10 +473,10 @@ class RendererPdf(BaseRenderer):
             "center": TA_CENTER,
             "left": TA_LEFT,
             "justify": TA_JUSTIFY,
-            "right": TA_LEFT,  # ReportLab doesn't have TA_RIGHT, use LEFT as fallback
+            "right": TA_RIGHT,
-            "0": TA_LEFT,      # Handle numeric strings
+            "0": TA_LEFT,
             "1": TA_CENTER,
-            "2": TA_JUSTIFY
+            "2": TA_JUSTIFY,
         }
         return align_map.get(align.lower().strip(), TA_LEFT)
     
@@ -687,7 +516,7 @@ class RendererPdf(BaseRenderer):
         """Convert inline runs to ReportLab Paragraph XML."""
         parts = []
         us = getattr(self, '_unifiedStyle', None)
-        monoFont = us["fonts"]["monospace"] if us else "Courier"
+        monoFont = _resolveFontFamily(us["fonts"]["monospace"] if us else "Courier")
         for run in runs:
             runType = run.get("type", "text")
             value = self._escapeReportlabXml(run.get("value", ""))
@@ -730,13 +559,15 @@ class RendererPdf(BaseRenderer):
         if not text:
             return ""
         text = _normalizePdfMonospaceText(text)
+        us = getattr(self, '_unifiedStyle', None)
+        monoFont = _resolveFontFamily(us["fonts"]["monospace"] if us else "Courier")
         out: List[str] = []
         pos = 0
         for m in _re_pdf.finditer(r"`([^`]*)`", text):
             before = text[pos:m.start()]
             out.append(self._applyInlineMarkdownToEscapedPlain(before))
             code = m.group(1)
-            out.append(f'<font name="Courier">{self._escapeReportlabXml(code)}</font>')
+            out.append(f'<font name="{monoFont}">{self._escapeReportlabXml(code)}</font>')
             pos = m.end()
         out.append(self._applyInlineMarkdownToEscapedPlain(text[pos:]))
         return _wrapEmojiSpansInXml("".join(out))
@@ -750,16 +581,75 @@ class RendererPdf(BaseRenderer):
         """Paragraph style for table cells (word wrap within colWidth)."""
         tdef = styles.get(tableStyleKey, {})
         fs = tdef.get("font_size", 12 if header else 10)
-        defaultTc = "#FFFFFF" if header else "#2F2F2F"
+        defaultTc = "#24292e"
+        us = getattr(self, '_unifiedStyle', None)
+        primaryFont = us["fonts"]["primary"] if us else "Calibri"
+        isBold = header and tdef.get("bold", True)
         return ParagraphStyle(
             f"TblCell{'H' if header else 'B'}{tableStyleKey}",
             fontSize=fs,
             leading=fs * 1.25,
-            alignment=TA_LEFT,
+            alignment=self._getAlignment(tdef.get("align", "left")),
             textColor=self._hexToColor(tdef.get("text_color", defaultTc)),
-            fontName="Helvetica-Bold" if header and tdef.get("bold", True) else "Helvetica",
+            fontName=_resolveFontFamily(primaryFont, isBold),
         )
 
+    def _createCaptionStyle(self, styles: Dict[str, Any]) -> ParagraphStyle:
+        """Paragraph style for image/figure captions driven by styles["caption"]."""
+        captionDef = styles.get("caption", {})
+        us = getattr(self, '_unifiedStyle', None)
+        primaryFont = us["fonts"]["primary"] if us else "Calibri"
+        fs = captionDef.get("font_size", 10)
+        colorFallback = styles.get("colors", {}).get("secondary", "#586069")
+        return ParagraphStyle(
+            "CaptionStyle",
+            fontName=_resolveFontFamily(primaryFont, False),
+            fontSize=fs,
+            leading=fs * 1.25,
+            textColor=self._hexToColor(captionDef.get("color", colorFallback)),
+            alignment=self._getAlignment(captionDef.get("align", "center")),
+            spaceAfter=4,
+        )
+
+    def _inferColumnAlignments(self, headers: List, rows: List, mergedTableStyle: Dict[str, Any]) -> List[str]:
+        """Infer per-column text alignment from explicit style or cell content heuristics.
+
+        Numeric-majority columns (>60 %) get right-aligned; everything else left.
+        An explicit ``columnAlignments`` list in *mergedTableStyle* takes precedence.
+        """
+        numCols = len(headers)
+        explicit = mergedTableStyle.get("columnAlignments", [])
+        if explicit and len(explicit) >= numCols:
+            return list(explicit[:numCols])
+        alignments = list(explicit) if explicit else []
+        for colIdx in range(len(alignments), numCols):
+            numericCount = 0
+            totalCount = 0
+            for row in rows:
+                if colIdx < len(row):
+                    cell = row[colIdx]
+                    if isinstance(cell, list):
+                        val = "".join(
+                            r.get("value", "") if isinstance(r, dict) else str(r) for r in cell
+                        ).strip()
+                    elif cell is not None:
+                        val = str(cell).strip()
+                    else:
+                        val = ""
+                    if val:
+                        totalCount += 1
+                        cleaned = val.replace(",", "").replace("%", "").replace("$", "").replace("\u20ac", "").replace("'", "").strip()
+                        try:
+                            float(cleaned)
+                            numericCount += 1
+                        except (ValueError, TypeError):
+                            pass
+            if totalCount > 0 and numericCount / totalCount > 0.6:
+                alignments.append("right")
+            else:
+                alignments.append("left")
+        return alignments
+
     def _renderJsonSection(self, section: Dict[str, Any], styles: Dict[str, Any]) -> List[Any]:
         """Render a single JSON section to PDF elements using AI-generated styles.
         Supports three content formats: reference, object (base64), extracted_text.
@@ -841,7 +731,12 @@ class RendererPdf(BaseRenderer):
             return [Paragraph(f"[Error rendering section: {str(e)}]", self._createNormalStyle(styles))]
     
     def _renderJsonTable(self, table_data: Dict[str, Any], styles: Dict[str, Any]) -> List[Any]:
-        """Render a JSON table: left-aligned, width capped to printable area, cells wrap."""
+        """Render a JSON table: left-aligned, width capped to printable area, cells wrap.
+
+        Supports per-table style overrides via ``content["tableStyle"]``, border
+        style variants (grid / horizontal / none), banding toggle, configurable
+        cell padding, and auto-inferred column alignments.
+        """
         try:
             content = table_data.get("content", {})
             if not isinstance(content, dict):
@@ -852,12 +747,30 @@ class RendererPdf(BaseRenderer):
             if not headers or not rows:
                 return []
 
+            # Per-table style override merged onto global table style
+            us = getattr(self, '_unifiedStyle', None) or {}
+            globalTableStyle = us.get("table", {})
+            perTableOverride = content.get("tableStyle", {})
+            mergedTableStyle = _deepMergeStyle(globalTableStyle, perTableOverride) if perTableOverride else dict(globalTableStyle)
+
             numCols = len(headers)
             colWidth = _PDF_CONTENT_WIDTH_PT / max(numCols, 1)
             colWidths = [colWidth] * numCols
 
+            colAligns = self._inferColumnAlignments(headers, rows, mergedTableStyle)
+
             hdrPs = self._createTableCellParagraphStyle(styles, header=True, tableStyleKey="table_header")
-            cellPs = self._createTableCellParagraphStyle(styles, header=False, tableStyleKey="table_cell")
+
+            cellBasePs = self._createTableCellParagraphStyle(styles, header=False, tableStyleKey="table_cell")
+            colCellStyles: List[ParagraphStyle] = []
+            for colIdx in range(numCols):
+                colAlign = colAligns[colIdx] if colIdx < len(colAligns) else "left"
+                colPs = ParagraphStyle(
+                    f"TblCellB_c{colIdx}",
+                    parent=cellBasePs,
+                    alignment=self._getAlignment(colAlign),
+                )
+                colCellStyles.append(colPs)
 
             def _cellPara(cell, ps):
                 runs = self._inlineRunsForCell(cell)
@@ -871,28 +784,45 @@ class RendererPdf(BaseRenderer):
             for row in rows:
                 padded = list(row) + [""] * max(0, numCols - len(row))
                 padded = padded[:numCols]
-                bodyRows.append([_cellPara(c, cellPs) for c in padded])
+                bodyRows.append([_cellPara(padded[i], colCellStyles[i]) for i in range(numCols)])
 
             table_matrix = [headerRow] + bodyRows
             table = Table(table_matrix, colWidths=colWidths, repeatRows=1)
 
             table_header_style = styles.get("table_header", {})
-            table_cell_style = styles.get("table_cell", {})
+            borderColor = self._hexToColor(mergedTableStyle.get("borderColor", "#e1e4e8"))
+            borderWidth = mergedTableStyle.get("borderWidthPt", 0.5)
+            evenBg = self._hexToColor(mergedTableStyle.get("rowBandingEven", "#f6f8fa"))
+            oddBg = self._hexToColor(mergedTableStyle.get("rowBandingOdd", "#FFFFFF"))
+            cellPad = mergedTableStyle.get("cellPaddingPt", 4)
 
-            table_style = [
+            tableStyleCmds = [
-                ("BACKGROUND", (0, 0), (-1, 0), self._hexToColor(table_header_style.get("background", "#4F4F4F"))),
+                ("BACKGROUND", (0, 0), (-1, 0), self._hexToColor(table_header_style.get("background", "#f6f8fa"))),
-                ("BACKGROUND", (0, 1), (-1, -1), self._hexToColor(table_cell_style.get("background", "#FFFFFF"))),
                 ("ALIGN", (0, 0), (-1, -1), "LEFT"),
                 ("VALIGN", (0, 0), (-1, -1), "TOP"),
-                ("LEFTPADDING", (0, 0), (-1, -1), 4),
+                ("LEFTPADDING", (0, 0), (-1, -1), cellPad),
-                ("RIGHTPADDING", (0, 0), (-1, -1), 4),
+                ("RIGHTPADDING", (0, 0), (-1, -1), cellPad),
-                ("TOPPADDING", (0, 0), (-1, 0), 6),
+                ("TOPPADDING", (0, 0), (-1, 0), cellPad + 2),
-                ("BOTTOMPADDING", (0, 0), (-1, 0), 8),
+                ("BOTTOMPADDING", (0, 0), (-1, 0), cellPad + 4),
-                ("TOPPADDING", (0, 1), (-1, -1), 4),
+                ("TOPPADDING", (0, 1), (-1, -1), cellPad),
-                ("BOTTOMPADDING", (0, 1), (-1, -1), 4),
+                ("BOTTOMPADDING", (0, 1), (-1, -1), cellPad),
-                ("GRID", (0, 0), (-1, -1), 0.5, colors.black),
             ]
-            table.setStyle(TableStyle(table_style))
+
+            borderStyleName = mergedTableStyle.get("borderStyle", "grid")
+            if borderStyleName == "grid":
+                tableStyleCmds.append(("GRID", (0, 0), (-1, -1), borderWidth, borderColor))
+            elif borderStyleName == "horizontal":
+                tableStyleCmds.append(("LINEABOVE", (0, 0), (-1, 0), borderWidth, borderColor))
+                for rowIdx in range(len(table_matrix)):
+                    tableStyleCmds.append(("LINEBELOW", (0, rowIdx), (-1, rowIdx), borderWidth, borderColor))
+
+            bandingEnabled = mergedTableStyle.get("bandingEnabled", True)
+            if bandingEnabled:
+                for rowIdx in range(1, len(table_matrix)):
+                    bg = evenBg if rowIdx % 2 == 0 else oddBg
+                    tableStyleCmds.append(("BACKGROUND", (0, rowIdx), (-1, rowIdx), bg))
+
+            table.setStyle(TableStyle(tableStyleCmds))
             return [table, Spacer(1, 12)]
 
         except Exception as e:
@@ -911,7 +841,7 @@ class RendererPdf(BaseRenderer):
             bulletStyle = ParagraphStyle(
                 "BulletItem",
                 fontSize=bulletStyleDef.get("font_size", 11),
-                textColor=self._hexToColor(bulletStyleDef.get("color", "#333333")),
+                textColor=self._hexToColor(bulletStyleDef.get("color", styles.get("colors", {}).get("primary", "#24292e"))),
                 leftIndent=indent,
                 firstLineIndent=-indent,
                 spaceAfter=2,
@@ -1006,11 +936,13 @@ class RendererPdf(BaseRenderer):
                 fs = code_style_def.get("font_size", 9)
                 mono = code_style_def.get("font", "Courier")
 
+                textColorFallback = styles.get("colors", {}).get("primary", "#24292e")
+
                 if language:
                     lang_style = ParagraphStyle(
                         "CodeLanguage",
                         fontSize=fs,
-                        textColor=self._hexToColor(code_style_def.get("color", "#2F2F2F")),
+                        textColor=self._hexToColor(code_style_def.get("color", textColorFallback)),
                         fontName="Helvetica-Bold",
                         alignment=TA_LEFT,
                     )
@@ -1024,7 +956,7 @@ class RendererPdf(BaseRenderer):
                 approxCharWPt = max(fs * 0.52, 4.5)
                 usableWidth = _PDF_CONTENT_WIDTH_PT - 16  # left+right padding
                 maxLineChars = max(48, int(usableWidth / approxCharWPt))
-                bg_col = self._hexToColor(code_style_def.get("background", "#F5F5F5"))
+                bg_col = self._hexToColor(code_style_def.get("background", "#f6f8fa"))
                 leading = fs * 1.2
                 spaceAfter = code_style_def.get("space_after", 6)
 
@@ -1054,17 +986,19 @@ class RendererPdf(BaseRenderer):
                         fontName=mono,
                         fontSize=fs,
                         leading=leading,
-                        textColor=self._hexToColor(code_style_def.get("color", "#2F2F2F")),
+                        textColor=self._hexToColor(code_style_def.get("color", textColorFallback)),
                         alignment=TA_LEFT,
                         leftIndent=0,
                         rightIndent=0,
                     )
                     pf = Preformatted(chunkText, codePrStyle, dedent=0, maxLineLength=maxLineChars)
+                    borderCol = self._hexToColor(code_style_def.get("border_color", "#e1e4e8"))
                     tbl = Table([[pf]], colWidths=[_PDF_CONTENT_WIDTH_PT])
                     tbl.setStyle(
                         TableStyle(
                             [
                                 ("BACKGROUND", (0, 0), (-1, -1), bg_col),
+                                ("BOX", (0, 0), (-1, -1), 0.5, borderCol),
                                 ("VALIGN", (0, 0), (-1, -1), "TOP"),
                                 ("LEFTPADDING", (0, 0), (-1, -1), 8),
                                 ("RIGHTPADDING", (0, 0), (-1, -1), 8),
@@ -1103,11 +1037,26 @@ class RendererPdf(BaseRenderer):
         if title:
             out.append(self._paragraphFromInlineMarkdown(title, self._createDocumentTitleStyle(styles)))
             out.append(Spacer(1, 18))
-        for key, sizePt in (("subtitle", 16), ("author", 12), ("date", 12)):
+        coverDef = styles.get("cover_page", {})
+        coverSizes = {
+            "subtitle": coverDef.get("subtitle_size", 16),
+            "author": coverDef.get("author_size", 12),
+            "date": coverDef.get("date_size", 12),
+        }
+        coverColors = {
+            "subtitle": coverDef.get("subtitle_color"),
+            "author": None,
+            "date": None,
+        }
+        for key in ("subtitle", "author", "date"):
             val = (content.get(key) or "").strip()
             if not val:
                 continue
-            st = ParagraphStyle(f"cover_{key}", parent=self._createNormalStyle(styles), alignment=1, fontSize=sizePt)
+            sizePt = coverSizes[key]
+            kwargs: Dict[str, Any] = {"alignment": 1, "fontSize": sizePt}
+            if coverColors[key]:
+                kwargs["textColor"] = self._hexToColor(coverColors[key])
+            st = ParagraphStyle(f"cover_{key}", parent=self._createNormalStyle(styles), **kwargs)
             out.append(Paragraph(self._escapeReportlabXml(val), st))
             out.append(Spacer(1, 8))
         out.append(PageBreak())
@@ -1310,26 +1259,27 @@ class RendererPdf(BaseRenderer):
                 
                 # Add caption if available
                 if caption:
-                    captionStyle = self._createNormalStyle(styles)
+                    captionDef = styles.get("caption", {})
-                    captionStyle.fontSize = 10
+                    capStyle = self._createCaptionStyle(styles)
-                    captionStyle.textColor = self._hexToColor(styles.get("paragraph", {}).get("color", "#666666"))
+                    capXml = self._escapeReportlabXml(caption)
-                    elements.append(Paragraph(f"<i>{caption}</i>", captionStyle))
+                    if captionDef.get("italic", True):
+                        capXml = f"<i>{capXml}</i>"
+                    elements.append(Paragraph(capXml, capStyle))
                 elif alt_text and alt_text != "Image":
-                    # Use alt text as caption if no caption provided, but avoid usageHint format
                     if "Render as visual element:" in alt_text:
-                        # Extract filename from usageHint if possible
                         parts = alt_text.split("Render as visual element:")
                         if len(parts) > 1:
-                            filename = parts[1].strip()
+                            caption_text = f"Figure: {parts[1].strip()}"
-                            caption_text = f"Figure: {filename}"
                         else:
                             caption_text = alt_text
                     else:
                         caption_text = f"Figure: {alt_text}"
-                    captionStyle = self._createNormalStyle(styles)
+                    captionDef = styles.get("caption", {})
-                    captionStyle.fontSize = 10
+                    capStyle = self._createCaptionStyle(styles)
-                    captionStyle.textColor = self._hexToColor(styles.get("paragraph", {}).get("color", "#666666"))
+                    capXml = self._escapeReportlabXml(caption_text)
-                    elements.append(Paragraph(f"<i>{caption_text}</i>", captionStyle))
+                    if captionDef.get("italic", True):
+                        capXml = f"<i>{capXml}</i>"
+                    elements.append(Paragraph(capXml, capStyle))
                 
                 return elements
                 

modules/serviceCenter/services/serviceGeneration/renderers/rendererXlsx.py

@@ -6,6 +6,7 @@ Excel renderer for report generation using openpyxl.
 
 from .documentRendererBaseTemplate import BaseRenderer
 from modules.datamodels.datamodelDocument import RenderedDocument
+from modules.serviceCenter.services.serviceGeneration.styleDefaults import deepMerge
 from typing import Dict, Any, List, Optional
 import io
 import base64
@@ -128,176 +129,6 @@ class RendererXlsx(BaseRenderer):
                 )
             ]
     
-    def _generateExcel(self, content: str, title: str) -> str:
-        """Generate Excel content using openpyxl."""
-        try:
-            # Create workbook
-            wb = Workbook()
-            
-            # Remove default sheet
-            wb.remove(wb.active)
-            
-            # Create sheets
-            summarySheet = wb.create_sheet("Summary", 0)
-            dataSheet = wb.create_sheet("Data", 1)
-            analysisSheet = wb.create_sheet("Analysis", 2)
-            
-            # Add content to sheets
-            self._populateSummarySheet(summarySheet, title, wb)
-            self._populateDataSheet(dataSheet, content)
-            self._populateAnalysisSheet(analysisSheet, content)
-            
-            # Ensure workbook has at least one sheet (Excel requirement)
-            if len(wb.worksheets) == 0:
-                wb.create_sheet("Sheet1")
-            
-            # Save to buffer with error handling
-            buffer = io.BytesIO()
-            try:
-                wb.save(buffer)
-                buffer.seek(0)
-            except Exception as save_error:
-                self.logger.error(f"Error saving Excel workbook: {str(save_error)}")
-                # Try to fix common issues and retry
-                try:
-                    # Remove any invalid sheet names or empty sheets
-                    for sheet in list(wb.worksheets):
-                        if not sheet.title or len(sheet.title.strip()) == 0:
-                            wb.remove(sheet)
-                    # Ensure at least one sheet exists
-                    if len(wb.worksheets) == 0:
-                        wb.create_sheet("Sheet1")
-                    # Retry save
-                    buffer = io.BytesIO()
-                    wb.save(buffer)
-                    buffer.seek(0)
-                except Exception as retry_error:
-                    self.logger.error(f"Retry save also failed: {str(retry_error)}")
-                    raise Exception(f"Failed to save Excel workbook: {str(save_error)}")
-            
-            # Convert to base64
-            excelBytes = buffer.getvalue()
-            excelBase64 = base64.b64encode(excelBytes).decode('utf-8')
-            
-            return excelBase64
-            
-        except Exception as e:
-            self.logger.error(f"Error generating Excel: {str(e)}")
-            raise
-    
-    def _populateSummarySheet(self, sheet, title: str, wb: Workbook = None):
-        """Populate the summary sheet."""
-        try:
-            # Title
-            sheet['A1'] = title
-            sheet['A1'].font = Font(size=16, bold=True)
-            sheet['A1'].alignment = Alignment(horizontal='left')
-            
-            # Generation info
-            sheet['A3'] = "Generated:"
-            sheet['B3'] = self._formatTimestamp()
-            sheet['A4'] = "Status:"
-            sheet['B4'] = "Generated Successfully"
-            
-            # Key metrics placeholder
-            sheet['A6'] = "Key Metrics:"
-            sheet['A6'].font = Font(bold=True)
-            sheet['A7'] = "Total Items:"
-            # Only add formula if Data sheet exists (check workbook sheets)
-            if wb and "Data" in [s.title for s in wb.worksheets]:
-                sheet['B7'] = "=COUNTA(Data!A:A)-1"  # Count non-empty cells in Data sheet
-            else:
-                sheet['B7'] = "N/A"  # Data sheet not available
-            
-            # Auto-adjust column widths
-            sheet.column_dimensions['A'].width = 20
-            sheet.column_dimensions['B'].width = 30
-            
-        except Exception as e:
-            self.logger.warning(f"Could not populate summary sheet: {str(e)}")
-    
-    def _populateDataSheet(self, sheet, content: str):
-        """Populate the data sheet."""
-        try:
-            # Headers
-            headers = ["Item/Category", "Value/Amount", "Percentage", "Source Document", "Notes/Comments"]
-            for col, header in enumerate(headers, 1):
-                cell = sheet.cell(row=1, column=col, value=header)
-                cell.font = Font(bold=True)
-                cell.fill = PatternFill(start_color="FFCCCCCC", end_color="FFCCCCCC", fill_type="solid")
-            
-            # Process content
-            lines = content.split('\n')
-            row = 2
-            
-            for line in lines:
-                line = line.strip()
-                if not line:
-                    continue
-                
-                # Check for table data (lines with |)
-                if '|' in line:
-                    cells = [cell.strip() for cell in line.split('|') if cell.strip()]
-                    for col, cellData in enumerate(cells[:5], 1):  # Limit to 5 columns
-                        sheet.cell(row=row, column=col, value=cellData)
-                    row += 1
-                else:
-                    # Regular content
-                    sheet.cell(row=row, column=1, value=line)
-                    row += 1
-            
-            # Auto-adjust column widths
-            for col in range(1, 6):
-                sheet.column_dimensions[get_column_letter(col)].width = 20
-            
-        except Exception as e:
-            self.logger.warning(f"Could not populate data sheet: {str(e)}")
-    
-    def _populateAnalysisSheet(self, sheet, content: str):
-        """Populate the analysis sheet."""
-        try:
-            # Title
-            sheet['A1'] = "Analysis & Insights"
-            sheet['A1'].font = Font(size=14, bold=True)
-            
-            # Content analysis
-            lines = content.split('\n')
-            row = 3
-            
-            sheet['A3'] = "Content Analysis:"
-            sheet['A3'].font = Font(bold=True)
-            row += 1
-            
-            # Count different types of content
-            tableLines = sum(1 for line in lines if '|' in line)
-            listLines = sum(1 for line in lines if line.startswith(('- ', '* ')))
-            textLines = len(lines) - tableLines - listLines
-            
-            sheet[f'A{row}'] = f"Total Lines: {len(lines)}"
-            row += 1
-            sheet[f'A{row}'] = f"Table Rows: {tableLines}"
-            row += 1
-            sheet[f'A{row}'] = f"List Items: {listLines}"
-            row += 1
-            sheet[f'A{row}'] = f"Text Lines: {textLines}"
-            row += 2
-            
-            # Recommendations
-            sheet[f'A{row}'] = "Recommendations:"
-            sheet[f'A{row}'].font = Font(bold=True)
-            row += 1
-            sheet[f'A{row}'] = "1. Review data accuracy"
-            row += 1
-            sheet[f'A{row}'] = "2. Consider additional analysis"
-            row += 1
-            sheet[f'A{row}'] = "3. Update regularly"
-            
-            # Auto-adjust column width
-            sheet.column_dimensions['A'].width = 30
-            
-        except Exception as e:
-            self.logger.warning(f"Could not populate analysis sheet: {str(e)}")
-    
     async def _generateExcelFromJson(self, jsonContent: Dict[str, Any], title: str, userPrompt: str = None, aiService=None, *, style: Dict[str, Any] = None) -> str:
         """Generate Excel content from structured JSON document using AI-generated styling."""
         try:
@@ -308,12 +139,9 @@ class RendererXlsx(BaseRenderer):
             # Store unified style for use by inline-run helpers
             self._unifiedStyle = style
             
-            # Get style set: prefer unified style, fall back to legacy approach
+            # Convert unified style to internal format
-            if style:
+            styles = self._convertUnifiedStyleToInternal(style)
-                styles = self._convertUnifiedStyleToInternal(style)
+            styles = self._convertColorsFormat(styles)
-                styles = self._convertColorsFormat(styles)
-            else:
-                styles = await self._getStyleSet(jsonContent, userPrompt, aiService)
             
             # Validate JSON structure (standardized schema: {metadata: {...}, documents: [{sections: [...]}]})
             if not self._validateJsonStructure(jsonContent):
@@ -380,109 +208,6 @@ class RendererXlsx(BaseRenderer):
             self.logger.error(f"Error generating Excel from JSON: {str(e)}")
             raise Exception(f"Excel generation failed: {str(e)}")
     
-    async def _getStyleSet(self, extractedContent: Dict[str, Any] = None, userPrompt: str = None, aiService=None, templateName: str = None) -> Dict[str, Any]:
-        """Get style set - use styles from document generation metadata if available,
-        otherwise enhance default styles with AI if userPrompt provided.
-        
-        WICHTIG: In a dynamic scalable AI system, styling should come from document generation,
-        not be generated separately by renderers. Only fall back to AI if styles not provided.
-        
-        Args:
-            extractedContent: Document content with metadata (may contain styles)
-            userPrompt: User's prompt (AI will detect style instructions in any language)
-            aiService: AI service (used only if styles not in metadata and userPrompt provided)
-            templateName: Name of template style set (None = default)
-            
-        Returns:
-            Dict with style definitions for all document styles
-        """
-        # Get default style set
-        defaultStyleSet = self._getDefaultStyleSet()
-        
-        # FIRST: Check if styles are provided in document generation metadata (preferred approach)
-        if extractedContent:
-            metadata = extractedContent.get("metadata", {})
-            if isinstance(metadata, dict):
-                styles = metadata.get("styles")
-                if styles and isinstance(styles, dict):
-                    self.logger.debug("Using styles from document generation metadata")
-                    enhancedStyleSet = self._convertColorsFormat(styles)
-                    return self._validateStylesContrast(enhancedStyleSet)
-        
-        # FALLBACK: Enhance with AI if userPrompt provided (only if styles not in metadata)
-        if userPrompt and aiService:
-            self.logger.info(f"Styles not in metadata, enhancing with AI based on user prompt...")
-            enhancedStyleSet = await self._enhanceStylesWithAI(userPrompt, defaultStyleSet, aiService)
-            # Convert colors to Excel format after getting styles
-            enhancedStyleSet = self._convertColorsFormat(enhancedStyleSet)
-            return self._validateStylesContrast(enhancedStyleSet)
-        else:
-            # Use default styles only
-            return defaultStyleSet
-    
-    async def _enhanceStylesWithAI(self, userPrompt: str, defaultStyleSet: Dict[str, Any], aiService) -> Dict[str, Any]:
-        """Enhance default styles with AI based on user prompt."""
-        try:
-            style_template = self._createAiStyleTemplate("xlsx", userPrompt, defaultStyleSet)
-            enhanced_styles = await self._getAiStylesWithExcelColors(aiService, style_template, defaultStyleSet)
-            return enhanced_styles
-        except Exception as e:
-            self.logger.warning(f"AI style enhancement failed: {str(e)}, using default styles")
-            return defaultStyleSet
-    
-    def _validateStylesContrast(self, styles: Dict[str, Any]) -> Dict[str, Any]:
-        """Validate and fix contrast issues in AI-generated styles."""
-        try:
-            # Fix table header contrast
-            if "table_header" in styles:
-                header = styles["table_header"]
-                bgColor = header.get("background", "FFFFFFFF")
-                textColor = header.get("text_color", "FF000000")
-                
-                # Normalize colors (remove # if present, ensure aRGB format)
-                bgColor = self._normalizeColor(bgColor)
-                textColor = self._normalizeColor(textColor)
-                
-                # If both are white or both are dark, fix it
-                if bgColor.upper() == "FFFFFFFF" and textColor.upper() == "FFFFFFFF":
-                    header["background"] = "FF4F4F4F"
-                    header["text_color"] = "FFFFFFFF"
-                elif bgColor.upper() == "FF000000" and textColor.upper() == "FF000000":
-                    header["background"] = "FF4F4F4F"
-                    header["text_color"] = "FFFFFFFF"
-                else:
-                    # Ensure colors are in correct format
-                    header["background"] = bgColor
-                    header["text_color"] = textColor
-            
-            # Fix table cell contrast
-            if "table_cell" in styles:
-                cell = styles["table_cell"]
-                bgColor = cell.get("background", "FFFFFFFF")
-                textColor = cell.get("text_color", "FF000000")
-                
-                # Normalize colors (remove # if present, ensure aRGB format)
-                bgColor = self._normalizeColor(bgColor)
-                textColor = self._normalizeColor(textColor)
-                
-                # If both are white or both are dark, fix it
-                if bgColor.upper() == "FFFFFFFF" and textColor.upper() == "FFFFFFFF":
-                    cell["background"] = "FFFFFFFF"
-                    cell["text_color"] = "FF2F2F2F"
-                elif bgColor.upper() == "FF000000" and textColor.upper() == "FF000000":
-                    cell["background"] = "FFFFFFFF"
-                    cell["text_color"] = "FF2F2F2F"
-                else:
-                    # Ensure colors are in correct format
-                    cell["background"] = bgColor
-                    cell["text_color"] = textColor
-            
-            return styles
-            
-        except Exception as e:
-            self.logger.warning(f"Style validation failed: {str(e)}")
-            return self._getDefaultStyleSet()
-    
     def _normalizeColor(self, colorValue: str) -> str:
         """Normalize color to aRGB format without # prefix."""
         if not isinstance(colorValue, str):
@@ -506,77 +231,10 @@ class RendererXlsx(BaseRenderer):
             # Unexpected format, return default black
             return "FF000000"
     
-    def _getDefaultStyleSet(self) -> Dict[str, Any]:
-        """Default Excel style set - used when no style instructions present."""
-        return {
-            "title": {"font_size": 16, "color": "FF1F4E79", "bold": True, "align": "left"},
-            "heading": {"font_size": 14, "color": "FF2F2F2F", "bold": True, "align": "left"},
-            "table_header": {"background": "FF4F4F4F", "text_color": "FFFFFFFF", "bold": True, "align": "center"},
-            "table_cell": {"background": "FFFFFFFF", "text_color": "FF2F2F2F", "bold": False, "align": "left"},
-            "bullet_list": {"font_size": 11, "color": "FF2F2F2F", "indent": 2},
-            "paragraph": {"font_size": 11, "color": "FF2F2F2F", "bold": False, "align": "left"},
-            "code_block": {"font": "Courier New", "font_size": 10, "color": "FF2F2F2F", "background": "FFF5F5F5"}
-        }
-    
     def _renderInlineRuns(self, runs: list) -> str:
         """Flatten inline runs to plain text for Excel cells."""
         return "".join(r.get("value", "") for r in runs)
     
-    async def _getAiStylesWithExcelColors(self, aiService, styleTemplate: str, defaultStyles: Dict[str, Any]) -> Dict[str, Any]:
-        """Get AI styles with proper Excel color conversion."""
-        if not aiService:
-            return defaultStyles
-        
-        try:
-            from modules.datamodels.datamodelAi import AiCallRequest, AiCallOptions, OperationTypeEnum
-            
-            requestOptions = AiCallOptions()
-            requestOptions.operationType = OperationTypeEnum.DATA_GENERATE
-            
-            request = AiCallRequest(prompt=styleTemplate, context="", options=requestOptions)
-            response = await aiService.callAi(request)
-            
-            import json
-            import re
-            
-            # Clean and parse JSON
-            result = response.content.strip() if response and response.content else ""
-            
-            # Check if result is empty
-            if not result:
-                self.logger.warning("AI styling returned empty response, using defaults")
-                return defaultStyles
-            
-            # Extract JSON from markdown if present
-            json_match = re.search(r'```json\s*\n(.*?)\n```', result, re.DOTALL)
-            if json_match:
-                result = json_match.group(1).strip()
-                self.services.utils.debugLogToFile(f"EXTRACTED JSON FROM MARKDOWN: {result[:100]}...", "EXCEL_RENDERER")
-            elif result.startswith('```json'):
-                result = re.sub(r'^```json\s*', '', result)
-                result = re.sub(r'\s*```$', '', result)
-                self.services.utils.debugLogToFile(f"CLEANED JSON FROM MARKDOWN: {result[:100]}...", "EXCEL_RENDERER")
-            elif result.startswith('```'):
-                result = re.sub(r'^```\s*', '', result)
-                result = re.sub(r'\s*```$', '', result)
-                self.services.utils.debugLogToFile(f"CLEANED JSON FROM GENERIC MARKDOWN: {result[:100]}...", "EXCEL_RENDERER")
-            
-            # Try to parse JSON
-            try:
-                styles = json.loads(result)
-            except json.JSONDecodeError as json_error:
-                self.logger.warning(f"AI styling returned invalid JSON: {json_error}, using defaults")
-                return defaultStyles
-            
-            # Convert colors to Excel aRGB format
-            styles = self._convertColorsFormat(styles)
-            
-            return styles
-            
-        except Exception as e:
-            self.logger.warning(f"AI styling failed: {str(e)}, using defaults")
-            return defaultStyles
-
     def _getSafeAlignment(self, alignValue: Any) -> str:
         """Get safe alignment value for openpyxl. Valid values: 'left', 'general', 'distributed', 'fill', 'justify', 'center', 'right', 'centerContinuous'."""
         if not alignValue:
@@ -627,15 +285,27 @@ class RendererXlsx(BaseRenderer):
         except Exception:
             return default
 
+    @staticmethod
+    def _looksLikeColor(value: str) -> bool:
+        """Return True if *value* looks like a hex color (e.g. ``#e1e4e8`` or ``FF24292E``)."""
+        raw = value.lstrip('#')
+        if len(raw) not in (3, 6, 8):
+            return False
+        return all(c in '0123456789abcdefABCDEF' for c in raw)
+
     def _convertColorsFormat(self, styles: Dict[str, Any]) -> Dict[str, Any]:
-        """Convert hex colors to aRGB format for Excel compatibility (without # prefix)."""
+        """Convert hex colors to aRGB format for Excel compatibility (without # prefix).
+
+        Only touches values that actually look like hex colors so that non-color
+        strings (font names, border style keywords, bullet chars, etc.) are
+        preserved intact.
+        """
         try:
             self.services.utils.debugLogToFile(f"CONVERTING COLORS IN STYLES: {styles}", "EXCEL_RENDERER")
             for styleName, styleConfig in styles.items():
                 if isinstance(styleConfig, dict):
                     for prop, value in styleConfig.items():
-                        if isinstance(value, str):
+                        if isinstance(value, str) and self._looksLikeColor(value):
-                            # Normalize color to aRGB format without # prefix
                             styles[styleName][prop] = self._normalizeColor(value)
             return styles
         except Exception as e:
@@ -789,199 +459,6 @@ class RendererXlsx(BaseRenderer):
         except Exception as e:
             self.logger.warning(f"Could not populate Excel sheets: {str(e)}")
     
-    def _populateTableSheet(self, sheet, section: Dict[str, Any], styles: Dict[str, Any], sheetTitle: str):
-        """Populate a sheet with a single table section."""
-        try:
-            # Sheet title
-            sheet['A1'] = sheetTitle
-            title_style = styles.get("title", {})
-            sheet['A1'].font = Font(size=16, bold=True, color=self._getSafeColor(title_style.get("color", "FF1F4E79")))
-            sheet['A1'].alignment = Alignment(horizontal=self._getSafeAlignment(title_style.get("align", "left")))
-            
-            # Get table data from elements (canonical JSON format)
-            elements = section.get("elements", [])
-            if elements and isinstance(elements, list) and len(elements) > 0:
-                table_element = elements[0]
-                # Extract from nested content structure
-                content = table_element.get("content", {})
-                if not isinstance(content, dict):
-                    headers = []
-                    rows = []
-                else:
-                    headers = content.get("headers") or []
-                    rows = content.get("rows") or []
-                    # Ensure headers and rows are lists
-                    if not isinstance(headers, list):
-                        headers = []
-                    if not isinstance(rows, list):
-                        rows = []
-            else:
-                headers = []
-                rows = []
-            
-            if not headers and not rows:
-                sheet['A3'] = "No table data available"
-                return
-            
-            # Add headers
-            header_style = styles.get("table_header", {})
-            for col, header in enumerate(headers, 1):
-                cell = sheet.cell(row=3, column=col, value=header)
-                if header_style.get("bold"):
-                    cell.font = Font(bold=True, color=self._getSafeColor(header_style.get("text_color", "FF000000")))
-                if header_style.get("background"):
-                    cell.fill = PatternFill(start_color=self._getSafeColor(header_style["background"]), end_color=self._getSafeColor(header_style["background"]), fill_type="solid")
-            
-            # Add rows - handle both array format and cells object format
-            cell_style = styles.get("table_cell", {})
-            header_count = len(headers)
-            for row_idx, row_data in enumerate(rows, 4):
-                # Handle different row formats
-                if isinstance(row_data, list):
-                    # Array format: [value1, value2, ...]
-                    cell_values = row_data
-                elif isinstance(row_data, dict) and "cells" in row_data:
-                    # Cells object format: {"cells": [{"value": ...}, ...]}
-                    cell_values = [cell_obj.get("value", "") for cell_obj in row_data.get("cells", [])]
-                else:
-                    # Unknown format, skip
-                    continue
-                
-                # Validate row column count matches headers - pad or truncate if needed
-                if len(cell_values) < header_count:
-                    # Pad with empty strings if row has fewer columns
-                    cell_values.extend([""] * (header_count - len(cell_values)))
-                elif len(cell_values) > header_count:
-                    # Truncate if row has more columns than headers
-                    cell_values = cell_values[:header_count]
-                
-                for col_idx, cell_value in enumerate(cell_values, 1):
-                    # Extract value if it's a dict with "value" key
-                    if isinstance(cell_value, dict):
-                        actual_value = cell_value.get("value", "")
-                    else:
-                        actual_value = cell_value
-                    
-                    cell = sheet.cell(row=row_idx, column=col_idx, value=actual_value)
-                    if cell_style.get("text_color"):
-                        cell.font = Font(color=self._getSafeColor(cell_style["text_color"]))
-            
-            # Auto-adjust column widths
-            for col in range(1, len(headers) + 1):
-                sheet.column_dimensions[get_column_letter(col)].width = 20
-            
-        except Exception as e:
-            self.logger.warning(f"Could not populate table sheet: {str(e)}")
-    
-    def _populateMainSheet(self, sheet, jsonContent: Dict[str, Any], styles: Dict[str, Any]):
-        """Populate the main sheet with document overview and all content."""
-        try:
-            # Document title - use documents[].title as primary source, fallback to metadata.title
-            documents = jsonContent.get("documents", [])
-            if documents and isinstance(documents[0], dict) and documents[0].get("title"):
-                documentTitle = documents[0].get("title")
-            else:
-                documentTitle = jsonContent.get("metadata", {}).get("title", "Generated Report")
-            sheet['A1'] = documentTitle
-            
-            # Safety check for title style
-            title_style = styles.get("title", {"font_size": 16, "bold": True, "color": "#FF1F4E79", "align": "left"})
-            try:
-                safe_color = self._getSafeColor(title_style["color"])
-                sheet['A1'].font = Font(size=title_style["font_size"], bold=title_style["bold"], color=safe_color)
-                sheet['A1'].alignment = Alignment(horizontal=self._getSafeAlignment(title_style["align"]))
-            except Exception as font_error:
-                # Try with a safe color
-                sheet['A1'].font = Font(size=title_style["font_size"], bold=title_style["bold"], color="FF000000")
-                sheet['A1'].alignment = Alignment(horizontal=self._getSafeAlignment(title_style["align"]))
-            
-            # Generation info
-            sheet['A3'] = "Generated:"
-            sheet['B3'] = self._formatTimestamp()
-            sheet['A4'] = "Status:"
-            sheet['B4'] = "Generated Successfully"
-            
-            # Document metadata
-            metadata = jsonContent.get("metadata", {})
-            if metadata:
-                sheet['A6'] = "Document Information:"
-                sheet['A6'].font = Font(bold=True)
-                
-                row = 7
-                for key, value in metadata.items():
-                    if key != "title":
-                        sheet[f'A{row}'] = f"{key.title()}:"
-                        sheet[f'B{row}'] = str(value)
-                        row += 1
-            
-            # Content overview
-            sections = self._extractSections(jsonContent)
-            sheet[f'A{row + 1}'] = "Content Overview:"
-            sheet[f'A{row + 1}'].font = Font(bold=True)
-            
-            row += 2
-            sheet[f'A{row}'] = f"Total Sections: {len(sections)}"
-            
-            # Count different content types
-            content_types = {}
-            for section in sections:
-                content_type = section.get("content_type", "unknown")
-                content_types[content_type] = content_types.get(content_type, 0) + 1
-            
-            for content_type, count in content_types.items():
-                row += 1
-                sheet[f'A{row}'] = f"{content_type.title()} Sections: {count}"
-            
-            # Add all content to this sheet
-            row += 2
-            for section in sections:
-                row = self._addSectionToSheet(sheet, section, styles, row)
-                row += 1  # Empty row between sections
-            
-            # Auto-adjust column widths
-            sheet.column_dimensions['A'].width = 20
-            sheet.column_dimensions['B'].width = 30
-            
-        except Exception as e:
-            self.logger.warning(f"Could not populate main sheet: {str(e)}")
-    
-    def _populateContentTypeSheets(self, sheets: Dict[str, Any], jsonContent: Dict[str, Any], styles: Dict[str, Any], sheetNames: List[str]):
-        """Populate additional sheets based on content types."""
-        try:
-            sections = self._extractSections(jsonContent)
-            
-            for sheetName in sheetNames:
-                if sheetName not in sheets:
-                    continue
-                
-                sheet = sheets[sheetName]
-                sheetTitle = sheetName.title()
-                sheet['A1'] = sheetTitle
-                sheet['A1'].font = Font(size=16, bold=True)
-                
-                row = 3
-                
-                # Filter sections by content type
-                if sheetName == "tables":
-                    filtered_sections = [s for s in sections if s.get("content_type") == "table"]
-                elif sheetName == "lists":
-                    filtered_sections = [s for s in sections if s.get("content_type") == "list"]
-                elif sheetName == "text":
-                    filtered_sections = [s for s in sections if s.get("content_type") in ["paragraph", "heading"]]
-                else:
-                    filtered_sections = sections
-                
-                for section in filtered_sections:
-                    row = self._addSectionToSheet(sheet, section, styles, row)
-                    row += 1  # Empty row between sections
-                
-                # Auto-adjust column widths
-                for col in range(1, 6):
-                    sheet.column_dimensions[get_column_letter(col)].width = 20
-                    
-        except Exception as e:
-            self.logger.warning(f"Could not populate content type sheets: {str(e)}")
-    
     def _addSectionToSheet(self, sheet, section: Dict[str, Any], styles: Dict[str, Any], startRow: int) -> int:
         """Add a section to a sheet and return the next row."""
         try:
@@ -1161,20 +638,21 @@ class RendererXlsx(BaseRenderer):
             text = text[:32764] + "..."
         return text
     
+    def _buildTableBorder(self, borderStyle: str, borderColor: str) -> Border:
+        """Build an openpyxl ``Border`` matching the requested *borderStyle*."""
+        if borderStyle == "none":
+            noSide = Side(style=None)
+            return Border(left=noSide, right=noSide, top=noSide, bottom=noSide)
+        if borderStyle == "horizontal":
+            hSide = Side(style="thin", color=borderColor)
+            noSide = Side(style=None)
+            return Border(left=noSide, right=noSide, top=hSide, bottom=hSide)
+        thinSide = Side(style="thin", color=borderColor)
+        return Border(left=thinSide, right=thinSide, top=thinSide, bottom=thinSide)
+
     def _addTableToExcel(self, sheet, element: Dict[str, Any], styles: Dict[str, Any], startRow: int) -> int:
-        """
+        """Add a table element to Excel sheet with styling, borders, banding and alignment."""
-        Add a table element to Excel sheet with proper formatting and borders.
-        
-        PERFORMANCE OPTIMIZATIONS:
-        1. Pre-calculated style objects (Font, PatternFill, Alignment) to avoid repeated creation
-        2. Optimized _sanitizeCellValue() with regex pre-checks for numbers and dates
-        3. Batch cell operations where possible
-        4. Reduced exception handling overhead
-        
-        Expected performance: 10-30x faster for large tables compared to unoptimized version.
-        """
         try:
-            # Extract from nested content structure
             content = element.get("content", {})
             if not isinstance(content, dict):
                 return startRow
@@ -1182,7 +660,6 @@ class RendererXlsx(BaseRenderer):
             headers = content.get("headers", [])
             rows = content.get("rows", [])
             
-            # Ensure headers and rows are lists
             if not isinstance(headers, list):
                 headers = []
             if not isinstance(rows, list):
@@ -1191,131 +668,102 @@ class RendererXlsx(BaseRenderer):
             if not headers and not rows:
                 return startRow
             
-            # Define border style
+            # --- per-table style override merge ---
-            thin_border = Border(
+            tableStyleOverride = content.get("tableStyle", {})
-                left=Side(style='thin'),
+            mergedStyles = deepMerge(styles, tableStyleOverride) if tableStyleOverride else styles
-                right=Side(style='thin'),
+            
-                top=Side(style='thin'),
+            # --- border ---
-                bottom=Side(style='thin')
+            tableBorderCfg = mergedStyles.get("table_border", {})
+            borderColor = self._getSafeColor(tableBorderCfg.get("color", "FF000000"))
+            borderStyleName = tableBorderCfg.get("style", "grid")
+            tableBorder = self._buildTableBorder(borderStyleName, borderColor)
+            
+            # --- header style ---
+            headerStyle = mergedStyles.get("table_header", {})
+            primaryFont = mergedStyles.get("fonts", {}).get("primary")
+            headerFontColor = self._getSafeColor(headerStyle.get("text_color", "FF000000"))
+            headerFontSize = headerStyle.get("font_size")
+            headerFont = Font(name=primaryFont, bold=headerStyle.get("bold", True),
+                              size=headerFontSize, color=headerFontColor)
+            headerFill = None
+            if headerStyle.get("background"):
+                hdrBg = self._getSafeColor(headerStyle["background"])
+                headerFill = PatternFill(start_color=hdrBg, end_color=hdrBg, fill_type="solid")
+            headerAlignment = Alignment(
+                horizontal=self._getSafeAlignment(headerStyle.get("align", "left")),
+                vertical="center"
             )
             
             headerRow = startRow
-            header_style = styles.get("table_header", {})
-            
-            # Pre-calculate and cache style objects to avoid repeated parsing
-            header_font_color = self._getSafeColor(header_style.get("text_color", "FF000000"))
-            header_font = Font(bold=header_style.get("bold", True), color=header_font_color)
-            header_bg_color = None
-            header_fill = None
-            if header_style.get("background"):
-                header_bg_color = self._getSafeColor(header_style["background"])
-                header_fill = PatternFill(start_color=header_bg_color, end_color=header_bg_color, fill_type="solid")
-            header_alignment = Alignment(
-                horizontal=self._getSafeAlignment(header_style.get("align", "left")),
-                vertical="center"
-            )
-            
-            # Add headers with formatting - OPTIMIZED: use cached style objects
             for col, header in enumerate(headers, 1):
                 runs = self._inlineRunsForCell(header)
                 headerText = self._renderInlineRuns(runs)
-                sanitized_header = self._sanitizeCellValue(headerText)
+                cell = sheet.cell(row=headerRow, column=col, value=self._sanitizeCellValue(headerText))
-                cell = sheet.cell(row=headerRow, column=col, value=sanitized_header)
+                cell.font = headerFont
-                
+                if headerFill:
-                # Apply styling with fallbacks - use pre-calculated objects
+                    cell.fill = headerFill
-                try:
+                cell.alignment = headerAlignment
-                    cell.font = header_font
+                cell.border = tableBorder
-                except Exception:
-                    try:
-                        cell.font = Font(bold=True, color=self._getSafeColor("FF000000"))
-                    except Exception:
-                        pass
-                
-                try:
-                    if header_fill:
-                        cell.fill = header_fill
-                except Exception:
-                    pass
-                
-                try:
-                    cell.alignment = header_alignment
-                except Exception:
-                    try:
-                        cell.alignment = Alignment(horizontal="left", vertical="center")
-                    except Exception:
-                        pass
-                
-                try:
-                    cell.border = thin_border
-                except Exception:
-                    pass
             
             startRow += 1
             
-            # Add rows with formatting - OPTIMIZED: pre-calculate style objects
+            # --- cell style ---
-            cell_style = styles.get("table_cell", {})
+            cellStyle = mergedStyles.get("table_cell", {})
-            header_count = len(headers)
+            headerCount = len(headers)
+            cellTextColor = self._getSafeColor(cellStyle.get("text_color")) if cellStyle.get("text_color") else None
+            cellFontSize = cellStyle.get("font_size")
+            cellFont = Font(name=primaryFont, size=cellFontSize,
+                            color=cellTextColor) if cellTextColor else None
             
-            # Pre-calculate and cache style objects to avoid repeated parsing
+            # --- banding ---
-            cell_text_color = None
+            bandingCfg = mergedStyles.get("table_banding", {})
-            cell_font = None
+            bandingEnabled = bandingCfg.get("enabled", True)
-            if cell_style.get("text_color"):
+            evenFill = None
-                cell_text_color = self._getSafeColor(cell_style["text_color"])
+            oddFill = None
-                cell_font = Font(color=cell_text_color)
+            if bandingEnabled:
-            cell_alignment = Alignment(
+                evenColor = self._getSafeColor(bandingCfg.get("even", "FFF6F8FA"))
-                horizontal=self._getSafeAlignment(cell_style.get("align", "left")),
+                oddColor = self._getSafeColor(bandingCfg.get("odd", "FFFFFFFF"))
-                vertical="center"
+                evenFill = PatternFill(start_color=evenColor, end_color=evenColor, fill_type="solid")
-            )
+                oddFill = PatternFill(start_color=oddColor, end_color=oddColor, fill_type="solid")
             
-            for row_data in rows:
+            # --- column alignments ---
-                    # Handle different row formats
+            colAlignments = self._inferColumnAlignments(headers, rows, mergedStyles)
-                    if isinstance(row_data, list):
+            
-                        cell_values = row_data
+            for dataRowIdx, rowData in enumerate(rows):
-                    elif isinstance(row_data, dict) and "cells" in row_data:
+                if isinstance(rowData, list):
-                        cell_values = [cell_obj.get("value", "") for cell_obj in row_data.get("cells", [])]
+                    cellValues = rowData
-                    else:
+                elif isinstance(rowData, dict) and "cells" in rowData:
-                        continue
+                    cellValues = [cellObj.get("value", "") for cellObj in rowData.get("cells", [])]
-                    
+                else:
-                    # Validate row column count matches headers - pad or truncate if needed
+                    continue
-                    if len(cell_values) < header_count:
+                
-                        # Pad with empty strings if row has fewer columns
+                if len(cellValues) < headerCount:
-                        cell_values.extend([""] * (header_count - len(cell_values)))
+                    cellValues.extend([""] * (headerCount - len(cellValues)))
-                    elif len(cell_values) > header_count:
+                elif len(cellValues) > headerCount:
-                        # Truncate if row has more columns than headers
+                    cellValues = cellValues[:headerCount]
-                        cell_values = cell_values[:header_count]
+                
-                    
+                for col, cellValue in enumerate(cellValues, 1):
-                    for col, cell_value in enumerate(cell_values, 1):
+                    runs = self._inlineRunsForCell(cellValue)
-                        runs = self._inlineRunsForCell(cell_value)
+                    cellText = self._renderInlineRuns(runs)
-                        cellText = self._renderInlineRuns(runs)
+                    cell = sheet.cell(row=startRow, column=col, value=self._sanitizeCellValue(cellText))
-                        sanitized_value = self._sanitizeCellValue(cellText)
+                    
-                        cell = sheet.cell(row=startRow, column=col, value=sanitized_value)
+                    if cellFont:
-                        
+                        cell.font = cellFont
-                        # Apply styling with fallbacks - use pre-calculated objects
+                    
-                        try:
+                    if bandingEnabled:
-                            if cell_font:
+                        rowFill = evenFill if dataRowIdx % 2 == 0 else oddFill
-                                cell.font = cell_font
+                        if rowFill:
-                        except Exception:
+                            cell.fill = rowFill
-                            pass
+                    
-                        
+                    colAlign = colAlignments[col - 1] if col - 1 < len(colAlignments) else "left"
-                        try:
+                    cell.alignment = Alignment(horizontal=colAlign, vertical="center")
-                            cell.alignment = cell_alignment
+                    cell.border = tableBorder
-                        except Exception:
+                
-                            try:
+                startRow += 1
-                                cell.alignment = Alignment(horizontal="left", vertical="center")
-                            except Exception:
-                                pass
-                        
-                        try:
-                            cell.border = thin_border
-                        except Exception:
-                            pass
-                    
-                    startRow += 1
             
-            # Auto-adjust column widths
             for col in range(1, len(headers) + 1):
-                column_letter = get_column_letter(col)
+                columnLetter = get_column_letter(col)
-                sheet.column_dimensions[column_letter].width = 20
+                sheet.column_dimensions[columnLetter].width = 20
             
             return startRow
             
@@ -1334,12 +782,19 @@ class RendererXlsx(BaseRenderer):
                 listItems = []
             
             listStyle = styles.get("bullet_list", {})
+            bulletChar = listStyle.get("bullet_char", "\u2022")
+            fontSize = listStyle.get("font_size", 11)
+            primaryFont = styles.get("fonts", {}).get("primary")
+            cellFont = Font(
+                name=primaryFont,
+                size=fontSize,
+                color=self._getSafeColor(listStyle.get("color"))
+            )
             for item in listItems:
                 runs = self._inlineRunsForListItem(item)
                 text = self._renderInlineRuns(runs)
-                sheet.cell(row=startRow, column=1, value=f"\u2022 {text}")
+                cell = sheet.cell(row=startRow, column=1, value=f"{bulletChar} {text}")
-                if listStyle.get("color"):
+                cell.font = cellFont
-                    sheet.cell(row=startRow, column=1).font = Font(color=self._getSafeColor(listStyle["color"]))
                 startRow += 1
             
             return startRow
@@ -1362,9 +817,10 @@ class RendererXlsx(BaseRenderer):
             if text:
                 sheet.cell(row=startRow, column=1, value=text)
                 
-                paragraph_style = styles.get("paragraph", {})
+                paragraphStyle = styles.get("paragraph", {})
-                if paragraph_style.get("color"):
+                primaryFont = styles.get("fonts", {}).get("primary")
-                    sheet.cell(row=startRow, column=1).font = Font(color=self._getSafeColor(paragraph_style["color"]))
+                if paragraphStyle.get("color"):
+                    sheet.cell(row=startRow, column=1).font = Font(name=primaryFont, color=self._getSafeColor(paragraphStyle["color"]))
                 
                 startRow += 1
             
@@ -1387,15 +843,13 @@ class RendererXlsx(BaseRenderer):
             if text:
                 sheet.cell(row=startRow, column=1, value=text)
                 
-                heading_style = styles.get("heading", {})
+                headingStyle = styles.get(f"heading{level}", styles.get("heading1", {}))
-                font_size = heading_style.get("font_size", 14)
+                primaryFont = styles.get("fonts", {}).get("primary")
-                if level > 1:
-                    font_size = max(10, font_size - (level - 1) * 2)
-                
                 sheet.cell(row=startRow, column=1).font = Font(
-                    size=font_size, 
+                    name=primaryFont,
-                    bold=True, 
+                    size=headingStyle.get("font_size", 14),
-                    color=self._getSafeColor(heading_style.get("color", "FF000000"))
+                    bold=headingStyle.get("bold", True),
+                    color=self._getSafeColor(headingStyle.get("color"))
                 )
                 
                 startRow += 1
@@ -1506,37 +960,39 @@ class RendererXlsx(BaseRenderer):
             language = content.get("language", "")
             
             if code:
-                code_style = styles.get("code_block", {})
+                codeStyle = styles.get("code_block", {})
                 
-                # Pre-calculate and cache style objects to avoid repeated parsing
+                codeFontName = codeStyle.get("font", styles.get("fonts", {}).get("monospace", "Consolas"))
-                code_font_name = code_style.get("font", "Courier New")
+                codeFontSize = codeStyle.get("font_size", 10)
-                code_font_size = code_style.get("font_size", 10)
+                codeTextColor = self._getSafeColor(codeStyle.get("color", "FF2F2F2F"))
-                code_text_color = self._getSafeColor(code_style.get("color", "FF2F2F2F"))
+                codeFont = Font(name=codeFontName, size=codeFontSize, color=codeTextColor)
-                code_font = Font(name=code_font_name, size=code_font_size, color=code_text_color)
                 
-                code_bg_color = None
+                codeFill = None
-                code_fill = None
+                if codeStyle.get("background"):
-                if code_style.get("background"):
+                    codeBgColor = self._getSafeColor(codeStyle["background"])
-                    code_bg_color = self._getSafeColor(code_style["background"])
+                    codeFill = PatternFill(start_color=codeBgColor, end_color=codeBgColor, fill_type="solid")
-                    code_fill = PatternFill(start_color=code_bg_color, end_color=code_bg_color, fill_type="solid")
+                
+                codeBorder = None
+                if codeStyle.get("border_color"):
+                    codeBorderColor = self._getSafeColor(codeStyle["border_color"])
+                    codeSide = Side(style="thin", color=codeBorderColor)
+                    codeBorder = Border(left=codeSide, right=codeSide, top=codeSide, bottom=codeSide)
                 
-                # Add language label if present
                 if language:
                     langCell = sheet.cell(row=startRow, column=1, value=f"Code ({language}):")
-                    langCell.font = Font(bold=True, color=code_text_color)
+                    langCell.font = Font(bold=True, color=codeTextColor)
                     startRow += 1
                 
-                # Split code into lines and add each line - use cached style objects
+                codeLines = code.split('\n')
-                code_lines = code.split('\n')
+                for line in codeLines:
-                for line in code_lines:
                     codeCell = sheet.cell(row=startRow, column=1, value=line)
-                    codeCell.font = code_font
+                    codeCell.font = codeFont
-                    # Set background color if specified
+                    if codeFill:
-                    if code_fill:
+                        codeCell.fill = codeFill
-                        codeCell.fill = code_fill
+                    if codeBorder:
+                        codeCell.border = codeBorder
                     startRow += 1
                 
-                # Add spacing after code block
                 startRow += 1
             
             return startRow

modules/serviceCenter/services/serviceGeneration/styleDefaults.py

@@ -11,39 +11,56 @@ DEFAULT_STYLE: Dict[str, Any] = {
         "monospace": "Consolas",
     },
     "colors": {
-        "primary": "#1F3864",
+        "primary": "#24292e",
-        "secondary": "#2C3E50",
+        "secondary": "#586069",
-        "accent": "#2980B9",
+        "accent": "#0366d6",
         "background": "#FFFFFF",
     },
     "documentTitle": {
         "sizePt": 28,
         "weight": "bold",
-        "color": "#1F3864",
+        "color": "#24292e",
         "spaceBeforePt": 0,
         "spaceAfterPt": 18,
         "align": "center",
     },
     "headings": {
-        "h1": {"sizePt": 22, "weight": "bold", "color": "#1F3864", "spaceBeforePt": 22, "spaceAfterPt": 8},
+        "h1": {"sizePt": 22, "weight": "bold", "color": "#24292e", "spaceBeforePt": 24, "spaceAfterPt": 8},
-        "h2": {"sizePt": 18, "weight": "bold", "color": "#1F3864", "spaceBeforePt": 20, "spaceAfterPt": 6},
+        "h2": {"sizePt": 18, "weight": "bold", "color": "#24292e", "spaceBeforePt": 20, "spaceAfterPt": 6},
-        "h3": {"sizePt": 14, "weight": "bold", "color": "#2C3E50", "spaceBeforePt": 16, "spaceAfterPt": 4},
+        "h3": {"sizePt": 14, "weight": "bold", "color": "#586069", "spaceBeforePt": 16, "spaceAfterPt": 4},
-        "h4": {"sizePt": 12, "weight": "bold", "color": "#2C3E50", "spaceBeforePt": 12, "spaceAfterPt": 3},
+        "h4": {"sizePt": 12, "weight": "bold", "color": "#586069", "spaceBeforePt": 12, "spaceAfterPt": 3},
     },
-    "paragraph": {"sizePt": 11, "lineSpacing": 1.15, "color": "#333333"},
+    "paragraph": {"sizePt": 11, "lineSpacing": 1.5, "color": "#24292e", "align": "left"},
     "table": {
-        "headerBg": "#1F3864",
+        "headerBg": "#f6f8fa",
-        "headerFg": "#FFFFFF",
+        "headerFg": "#24292e",
         "headerSizePt": 10,
         "bodySizePt": 10,
-        "rowBandingEven": "#F2F6FC",
+        "rowBandingEven": "#f6f8fa",
         "rowBandingOdd": "#FFFFFF",
-        "borderColor": "#CBD5E1",
+        "borderColor": "#e1e4e8",
         "borderWidthPt": 0.5,
+        "borderStyle": "grid",
+        "bandingEnabled": True,
+        "cellPaddingPt": 4,
     },
     "list": {"bulletChar": "\u2022", "indentPt": 18, "sizePt": 11},
     "image": {"defaultWidthPt": 480, "maxWidthPt": 800, "alignment": "center"},
-    "codeBlock": {"fontSizePt": 9, "background": "#F8F9FA", "borderColor": "#E2E8F0"},
+    "codeBlock": {"fontSizePt": 9, "background": "#f6f8fa", "borderColor": "#e1e4e8"},
+    "coverPage": {
+        "titleSizePt": 28,
+        "subtitleSizePt": 16,
+        "authorSizePt": 12,
+        "dateSizePt": 12,
+        "titleColor": "#24292e",
+        "subtitleColor": "#586069",
+    },
+    "caption": {
+        "sizePt": 10,
+        "color": "#586069",
+        "italic": True,
+        "align": "center",
+    },
     "page": {
         "format": "A4",
         "marginsPt": {"top": 60, "bottom": 60, "left": 60, "right": 60},
@@ -57,98 +74,9 @@ DEFAULT_STYLE: Dict[str, Any] = {
 }
 
 
-# ------------------------------------------------------------------
-# Theme presets (A3): named, purpose-specific style overrides that are
-# deep-merged onto DEFAULT_STYLE. A preset only declares the keys it changes;
-# everything else inherits the default. Explicit per-call `style` overrides
-# always win over the preset.
-# ------------------------------------------------------------------
-THEME_PRESETS: Dict[str, Dict[str, Any]] = {
-    # "general" intentionally empty -> identical to DEFAULT_STYLE.
-    "general": {},
-    "finance": {
-        "fonts": {"primary": "Calibri"},
-        "colors": {"primary": "#0B3D2E", "secondary": "#14532D", "accent": "#047857"},
-        "documentTitle": {"color": "#0B3D2E", "align": "left"},
-        "headings": {
-            "h1": {"color": "#0B3D2E"},
-            "h2": {"color": "#0B3D2E"},
-            "h3": {"color": "#14532D"},
-            "h4": {"color": "#14532D"},
-        },
-        "table": {"headerBg": "#0B3D2E", "rowBandingEven": "#ECFDF5"},
-    },
-    "legal": {
-        # Serif, sober, single-column, justified body, no logo banner.
-        "fonts": {"primary": "Times New Roman"},
-        "colors": {"primary": "#1A1A1A", "secondary": "#333333", "accent": "#5A5A5A"},
-        "documentTitle": {"color": "#1A1A1A", "align": "center", "sizePt": 20},
-        "headings": {
-            "h1": {"color": "#1A1A1A", "sizePt": 16},
-            "h2": {"color": "#1A1A1A", "sizePt": 14},
-            "h3": {"color": "#333333", "sizePt": 12},
-            "h4": {"color": "#333333", "sizePt": 11},
-        },
-        "paragraph": {"sizePt": 11, "lineSpacing": 1.5, "color": "#1A1A1A", "align": "justify"},
-        "table": {"headerBg": "#333333", "rowBandingEven": "#F5F5F5", "borderColor": "#999999"},
-        "page": {"showPageNumbers": True},
-    },
-    "technical": {
-        "fonts": {"primary": "Arial", "monospace": "Consolas"},
-        "colors": {"primary": "#0F172A", "secondary": "#1E293B", "accent": "#2563EB"},
-        "documentTitle": {"color": "#0F172A", "align": "left"},
-        "headings": {
-            "h1": {"color": "#0F172A"},
-            "h2": {"color": "#1E293B"},
-            "h3": {"color": "#1E293B"},
-            "h4": {"color": "#334155"},
-        },
-        "paragraph": {"sizePt": 10, "lineSpacing": 1.2},
-        "codeBlock": {"fontSizePt": 9, "background": "#0F172A"},
-        "table": {"headerBg": "#1E293B", "rowBandingEven": "#EEF2FF"},
-    },
-    "hr": {
-        "fonts": {"primary": "Calibri"},
-        "colors": {"primary": "#5B21B6", "secondary": "#6D28D9", "accent": "#9333EA"},
-        "documentTitle": {"color": "#5B21B6", "align": "center"},
-        "headings": {
-            "h1": {"color": "#5B21B6"},
-            "h2": {"color": "#6D28D9"},
-            "h3": {"color": "#7C3AED"},
-            "h4": {"color": "#7C3AED"},
-        },
-        "table": {"headerBg": "#5B21B6", "rowBandingEven": "#F5F3FF"},
-    },
-    "marketing": {
-        # Bold, image-friendly, generous spacing, larger title.
-        "fonts": {"primary": "Verdana"},
-        "colors": {"primary": "#BE123C", "secondary": "#E11D48", "accent": "#F59E0B"},
-        "documentTitle": {"color": "#BE123C", "sizePt": 34, "align": "center", "spaceAfterPt": 24},
-        "headings": {
-            "h1": {"color": "#BE123C", "sizePt": 24},
-            "h2": {"color": "#E11D48", "sizePt": 19},
-            "h3": {"color": "#E11D48", "sizePt": 15},
-            "h4": {"color": "#9F1239", "sizePt": 13},
-        },
-        "paragraph": {"sizePt": 12, "lineSpacing": 1.3},
-        "image": {"defaultWidthPt": 540, "maxWidthPt": 900, "alignment": "center"},
-        "table": {"headerBg": "#BE123C", "rowBandingEven": "#FFF1F2"},
-    },
-}
 
 
-def resolveTheme(themeName: str | None) -> Dict[str, Any]:
+def deepMerge(base: Dict[str, Any], override: Dict[str, Any]) -> Dict[str, Any]:
-    """Return the partial style override for a named theme preset.
-
-    Unknown / empty names fall back to ``{}`` (i.e. plain DEFAULT_STYLE).
-    The lookup is case-insensitive.
-    """
-    if not themeName:
-        return {}
-    return dict(THEME_PRESETS.get(str(themeName).strip().lower(), {}))
-
-
-def _deepMerge(base: Dict[str, Any], override: Dict[str, Any]) -> Dict[str, Any]:
     """Recursively merge override into base. Both dicts left unchanged; returns new dict."""
     result = {}
     for key in base:
@@ -156,7 +84,7 @@ def _deepMerge(base: Dict[str, Any], override: Dict[str, Any]) -> Dict[str, Any]
             baseVal = base[key]
             overVal = override[key]
             if isinstance(baseVal, dict) and isinstance(overVal, dict):
-                result[key] = _deepMerge(baseVal, overVal)
+                result[key] = deepMerge(baseVal, overVal)
             else:
                 result[key] = overVal
         else:
@@ -167,17 +95,15 @@ def _deepMerge(base: Dict[str, Any], override: Dict[str, Any]) -> Dict[str, Any]
     return result
 
 
-def resolveStyle(agentStyle: dict | None, documentTheme: str | None = None) -> Dict[str, Any]:
+def resolveStyle(agentStyle: dict | None = None) -> Dict[str, Any]:
-    """Resolve the effective style: ``DEFAULT_STYLE <- themePreset <- agentStyle``.
+    """Resolve the effective style: ``DEFAULT_STYLE <- agentStyle``.
 
-    Precedence (lowest to highest): platform defaults, the named ``documentTheme``
+    Precedence (lowest to highest): platform defaults, then any explicit
-    preset, then any explicit per-call ``agentStyle`` override. With no theme and
+    per-call ``agentStyle`` override.  With no override this returns plain
-    no override this returns plain :data:`DEFAULT_STYLE`.
+    :data:`DEFAULT_STYLE`.  Context-aware styling is handled by the AI
+    enhancement step in ``mainServiceGeneration.renderReport``.
     """
     resolved = dict(DEFAULT_STYLE)
-    themeOverride = resolveTheme(documentTheme)
-    if themeOverride:
-        resolved = _deepMerge(resolved, themeOverride)
     if agentStyle:
-        resolved = _deepMerge(resolved, agentStyle)
+        resolved = deepMerge(resolved, agentStyle)
     return resolved

modules/workflows/methods/methodAi/actions/generateDocument.py

@@ -22,7 +22,6 @@ async def generateDocument(self, parameters: Dict[str, Any]) -> ActionResult:
         return ActionResult.isFailure(error="prompt is required")
     
     documentType = parameters.get("documentType")
-    documentTheme = parameters.get("documentTheme") or None
     # Prefer explicit outputFormat (flow UI); resultType remains for legacy / API callers.
     resultType = parameters.get("outputFormat") or parameters.get("resultType")
     if isinstance(resultType, str):
@@ -83,8 +82,7 @@ async def generateDocument(self, parameters: Dict[str, Any]) -> ActionResult:
             outputFormat=resultType,  # Can be None - AI determines from prompt
             title=title,
             parentOperationId=parentOperationId,
-            generationIntent="document",  # NEW: Explicit intent, skips detection
+            generationIntent="document"  # NEW: Explicit intent, skips detection
-            documentTheme=documentTheme  # Named style preset for the renderer
         )
         
         # Convert AiResponse to ActionResult

modules/workflows/methods/methodAi/actions/process.py

@@ -252,32 +252,37 @@ async def process(self, parameters: Dict[str, Any]) -> ActionResult:
         output_format_for_call = output_extension.replace('.', '') if output_extension else (output_format or 'txt')
         
         # Simple mode: fast path without document generation pipeline
+        # Uses the same extraction + chunking pipeline as full mode to avoid oversized prompts
         if simpleMode:
             self.services.chat.progressLogUpdate(operationId, 0.6, "Calling AI (simple mode)")
             
-            context_parts = []
+            simpleParts: Optional[List[ContentPart]] = contentParts
-            paramContext = parameters.get("context")  # already serialized above
+            if not simpleParts and documentList and len(documentList.references) > 0:
+                from modules.datamodels.datamodelDocref import DocumentItemReference
+                fileIdRefs = [r for r in documentList.references if isinstance(r, DocumentItemReference)]
+                if fileIdRefs:
+                    simpleParts = _resolve_file_refs_to_content_parts(self.services, fileIdRefs)
+                if not simpleParts:
+                    try:
+                        documents = self.services.chat.getChatDocumentsFromDocumentList(documentList)
+                        simpleParts = _action_docs_to_content_parts(self.services, [
+                            {"documentData": self.services.interfaceDbComponent.getFileData(doc.fileId),
+                             "documentName": getattr(doc, 'fileName', ''),
+                             "mimeType": getattr(doc, 'mimeType', 'application/octet-stream')}
+                            for doc in documents if hasattr(doc, 'fileId') and doc.fileId
+                        ])
+                    except Exception as e:
+                        logger.warning(f"Error extracting content parts in simple mode: {e}")
+
+            paramContext = parameters.get("context")
+            simplePrompt = aiPrompt
             if paramContext and isinstance(paramContext, str) and paramContext.strip():
-                context_parts.append(paramContext.strip())
+                simplePrompt = f"{aiPrompt}\n\n--- DATA CONTEXT ---\n{paramContext.strip()}"
-            if documentList and len(documentList.references) > 0:
+
-                try:
-                    documents = self.services.chat.getChatDocumentsFromDocumentList(documentList)
-                    for doc in documents:
-                        if hasattr(doc, 'fileId') and doc.fileId:
-                            fileData = self.services.interfaceDbComponent.getFileData(doc.fileId)
-                            if fileData:
-                                if isinstance(fileData, bytes):
-                                    doc_text = fileData.decode('utf-8', errors='ignore')
-                                else:
-                                    doc_text = str(fileData)
-                                context_parts.append(doc_text)
-                except Exception as e:
-                    logger.warning(f"Error extracting context from documents in simple mode: {e}")
-            context_text = "\n\n".join(context_parts) if context_parts else ""
-            
             request = AiCallRequest(
-                prompt=aiPrompt,
+                prompt=simplePrompt,
-                context=context_text if context_text else None,
+                contentParts=simpleParts if simpleParts else None,
+                context=None,
                 options=AiCallOptions(
                     resultFormat=output_format_for_call,
                     operationType=OperationTypeEnum.DATA_ANALYSE,

modules/workflows/methods/methodAi/methodAi.py

@@ -85,15 +85,6 @@ class MethodAi(MethodBase):
                         default="",
                         description="Additional context data (string or upstream-bound dict/list, e.g. accounting data) appended to the prompt. Non-string values are JSON-serialized."
                     ),
-                    "documentTheme": WorkflowActionParameter(
-                        name="documentTheme",
-                        type="str",
-                        frontendType=FrontendType.SELECT,
-                        frontendOptions=["general", "finance", "legal", "technical", "hr", "marketing"],
-                        required=False,
-                        default="general",
-                        description="Named style preset for the document renderer (general/finance/legal/technical/hr/marketing). The agent forwards it to the renderDocument tool's documentTheme."
-                    ),
                     "resultType": WorkflowActionParameter(
                         name="resultType",
                         type="str",
@@ -385,15 +376,6 @@ class MethodAi(MethodBase):
                         required=False,
                         description="Type of document (content hint for the model); used as title fallback when title is empty."
                     ),
-                    "documentTheme": WorkflowActionParameter(
-                        name="documentTheme",
-                        type="str",
-                        frontendType=FrontendType.SELECT,
-                        frontendOptions=["general", "finance", "legal", "technical", "hr", "marketing"],
-                        required=False,
-                        default="general",
-                        description="Named style preset applied by the renderer (colors, fonts, spacing): general, finance, legal, technical, hr, marketing."
-                    ),
                     "resultType": WorkflowActionParameter(
                         name="resultType",
                         type="str",