refac/breaking: docling params

backend/open_webui/config.py

@@ -2538,6 +2538,12 @@ DOCLING_SERVER_URL = PersistentConfig(
     os.getenv("DOCLING_SERVER_URL", "http://docling:5001"),
 )
 
+DOCLING_API_KEY = PersistentConfig(
+    "DOCLING_API_KEY",
+    "rag.docling_api_key",
+    os.getenv("DOCLING_API_KEY", ""),
+)
+
 docling_params = os.getenv("DOCLING_PARAMS", "")
 try:
     docling_params = json.loads(docling_params)
@@ -2550,88 +2556,6 @@ DOCLING_PARAMS = PersistentConfig(
     docling_params,
 )
 
-DOCLING_DO_OCR = PersistentConfig(
-    "DOCLING_DO_OCR",
-    "rag.docling_do_ocr",
-    os.getenv("DOCLING_DO_OCR", "True").lower() == "true",
-)
-
-DOCLING_FORCE_OCR = PersistentConfig(
-    "DOCLING_FORCE_OCR",
-    "rag.docling_force_ocr",
-    os.getenv("DOCLING_FORCE_OCR", "False").lower() == "true",
-)
-
-DOCLING_OCR_ENGINE = PersistentConfig(
-    "DOCLING_OCR_ENGINE",
-    "rag.docling_ocr_engine",
-    os.getenv("DOCLING_OCR_ENGINE", "tesseract"),
-)
-
-DOCLING_OCR_LANG = PersistentConfig(
-    "DOCLING_OCR_LANG",
-    "rag.docling_ocr_lang",
-    os.getenv("DOCLING_OCR_LANG", "eng,fra,deu,spa"),
-)
-
-DOCLING_PDF_BACKEND = PersistentConfig(
-    "DOCLING_PDF_BACKEND",
-    "rag.docling_pdf_backend",
-    os.getenv("DOCLING_PDF_BACKEND", "dlparse_v4"),
-)
-
-DOCLING_TABLE_MODE = PersistentConfig(
-    "DOCLING_TABLE_MODE",
-    "rag.docling_table_mode",
-    os.getenv("DOCLING_TABLE_MODE", "accurate"),
-)
-
-DOCLING_PIPELINE = PersistentConfig(
-    "DOCLING_PIPELINE",
-    "rag.docling_pipeline",
-    os.getenv("DOCLING_PIPELINE", "standard"),
-)
-
-DOCLING_DO_PICTURE_DESCRIPTION = PersistentConfig(
-    "DOCLING_DO_PICTURE_DESCRIPTION",
-    "rag.docling_do_picture_description",
-    os.getenv("DOCLING_DO_PICTURE_DESCRIPTION", "False").lower() == "true",
-)
-
-DOCLING_PICTURE_DESCRIPTION_MODE = PersistentConfig(
-    "DOCLING_PICTURE_DESCRIPTION_MODE",
-    "rag.docling_picture_description_mode",
-    os.getenv("DOCLING_PICTURE_DESCRIPTION_MODE", ""),
-)
-
-
-docling_picture_description_local = os.getenv("DOCLING_PICTURE_DESCRIPTION_LOCAL", "")
-try:
-    docling_picture_description_local = json.loads(docling_picture_description_local)
-except json.JSONDecodeError:
-    docling_picture_description_local = {}
-
-
-DOCLING_PICTURE_DESCRIPTION_LOCAL = PersistentConfig(
-    "DOCLING_PICTURE_DESCRIPTION_LOCAL",
-    "rag.docling_picture_description_local",
-    docling_picture_description_local,
-)
-
-docling_picture_description_api = os.getenv("DOCLING_PICTURE_DESCRIPTION_API", "")
-try:
-    docling_picture_description_api = json.loads(docling_picture_description_api)
-except json.JSONDecodeError:
-    docling_picture_description_api = {}
-
-
-DOCLING_PICTURE_DESCRIPTION_API = PersistentConfig(
-    "DOCLING_PICTURE_DESCRIPTION_API",
-    "rag.docling_picture_description_api",
-    docling_picture_description_api,
-)
-
-
 DOCUMENT_INTELLIGENCE_ENDPOINT = PersistentConfig(
     "DOCUMENT_INTELLIGENCE_ENDPOINT",
     "rag.document_intelligence_endpoint",

backend/open_webui/main.py

@@ -268,18 +268,8 @@ from open_webui.config import (
     EXTERNAL_DOCUMENT_LOADER_API_KEY,
     TIKA_SERVER_URL,
     DOCLING_SERVER_URL,
+    DOCLING_API_KEY,
     DOCLING_PARAMS,
-    DOCLING_DO_OCR,
-    DOCLING_FORCE_OCR,
-    DOCLING_OCR_ENGINE,
-    DOCLING_OCR_LANG,
-    DOCLING_PDF_BACKEND,
-    DOCLING_TABLE_MODE,
-    DOCLING_PIPELINE,
-    DOCLING_DO_PICTURE_DESCRIPTION,
-    DOCLING_PICTURE_DESCRIPTION_MODE,
-    DOCLING_PICTURE_DESCRIPTION_LOCAL,
-    DOCLING_PICTURE_DESCRIPTION_API,
     DOCUMENT_INTELLIGENCE_ENDPOINT,
     DOCUMENT_INTELLIGENCE_KEY,
     MISTRAL_OCR_API_BASE_URL,
@@ -874,18 +864,8 @@ app.state.config.EXTERNAL_DOCUMENT_LOADER_URL = EXTERNAL_DOCUMENT_LOADER_URL
 app.state.config.EXTERNAL_DOCUMENT_LOADER_API_KEY = EXTERNAL_DOCUMENT_LOADER_API_KEY
 app.state.config.TIKA_SERVER_URL = TIKA_SERVER_URL
 app.state.config.DOCLING_SERVER_URL = DOCLING_SERVER_URL
+app.state.config.DOCLING_API_KEY = DOCLING_API_KEY
 app.state.config.DOCLING_PARAMS = DOCLING_PARAMS
-app.state.config.DOCLING_DO_OCR = DOCLING_DO_OCR
-app.state.config.DOCLING_FORCE_OCR = DOCLING_FORCE_OCR
-app.state.config.DOCLING_OCR_ENGINE = DOCLING_OCR_ENGINE
-app.state.config.DOCLING_OCR_LANG = DOCLING_OCR_LANG
-app.state.config.DOCLING_PDF_BACKEND = DOCLING_PDF_BACKEND
-app.state.config.DOCLING_TABLE_MODE = DOCLING_TABLE_MODE
-app.state.config.DOCLING_PIPELINE = DOCLING_PIPELINE
-app.state.config.DOCLING_DO_PICTURE_DESCRIPTION = DOCLING_DO_PICTURE_DESCRIPTION
-app.state.config.DOCLING_PICTURE_DESCRIPTION_MODE = DOCLING_PICTURE_DESCRIPTION_MODE
-app.state.config.DOCLING_PICTURE_DESCRIPTION_LOCAL = DOCLING_PICTURE_DESCRIPTION_LOCAL
-app.state.config.DOCLING_PICTURE_DESCRIPTION_API = DOCLING_PICTURE_DESCRIPTION_API
 app.state.config.DOCUMENT_INTELLIGENCE_ENDPOINT = DOCUMENT_INTELLIGENCE_ENDPOINT
 app.state.config.DOCUMENT_INTELLIGENCE_KEY = DOCUMENT_INTELLIGENCE_KEY
 app.state.config.MISTRAL_OCR_API_BASE_URL = MISTRAL_OCR_API_BASE_URL

backend/open_webui/retrieval/loaders/main.py

@@ -132,8 +132,9 @@ class TikaLoader:
 
 
 class DoclingLoader:
-    def __init__(self, url, file_path=None, mime_type=None, params=None):
+    def __init__(self, url, api_key=None, file_path=None, mime_type=None, params=None):
         self.url = url.rstrip("/")
+        self.api_key = api_key
         self.file_path = file_path
         self.mime_type = mime_type
 
@@ -141,6 +142,10 @@ class DoclingLoader:
 
     def load(self) -> list[Document]:
         with open(self.file_path, "rb") as f:
+            headers = {}
+            if self.api_key:
+                headers["Authorization"] = f"Bearer {self.api_key}"
+
             files = {
                 "files": (
                     self.file_path,
@@ -149,60 +154,15 @@ class DoclingLoader:
                 )
             }
 
-            params = {"image_export_mode": "placeholder"}
+            r = requests.post(
-
+                f"{self.url}/v1/convert/file",
-            if self.params:
+                files=files,
-                if self.params.get("do_picture_description"):
+                data={
-                    params["do_picture_description"] = self.params.get(
+                    "image_export_mode": "placeholder",
-                        "do_picture_description"
+                    **self.params,
+                },
+                headers=headers,
             )
-
-                    picture_description_mode = self.params.get(
-                        "picture_description_mode", ""
-                    ).lower()
-
-                    if picture_description_mode == "local" and self.params.get(
-                        "picture_description_local", {}
-                    ):
-                        params["picture_description_local"] = json.dumps(
-                            self.params.get("picture_description_local", {})
-                        )
-
-                    elif picture_description_mode == "api" and self.params.get(
-                        "picture_description_api", {}
-                    ):
-                        params["picture_description_api"] = json.dumps(
-                            self.params.get("picture_description_api", {})
-                        )
-
-                params["do_ocr"] = self.params.get("do_ocr")
-
-                params["force_ocr"] = self.params.get("force_ocr")
-
-                if (
-                    self.params.get("do_ocr")
-                    and self.params.get("ocr_engine")
-                    and self.params.get("ocr_lang")
-                ):
-                    params["ocr_engine"] = self.params.get("ocr_engine")
-                    params["ocr_lang"] = [
-                        lang.strip()
-                        for lang in self.params.get("ocr_lang").split(",")
-                        if lang.strip()
-                    ]
-
-                if self.params.get("pdf_backend"):
-                    params["pdf_backend"] = self.params.get("pdf_backend")
-
-                if self.params.get("table_mode"):
-                    params["table_mode"] = self.params.get("table_mode")
-
-                if self.params.get("pipeline"):
-                    params["pipeline"] = self.params.get("pipeline")
-
-            endpoint = f"{self.url}/v1/convert/file"
-            r = requests.post(endpoint, files=files, data=params)
-
         if r.ok:
             result = r.json()
             document_data = result.get("document", {})
@@ -211,7 +171,6 @@ class DoclingLoader:
             metadata = {"Content-Type": self.mime_type} if self.mime_type else {}
 
             log.debug("Docling extracted text: %s", text)
-
             return [Document(page_content=text, metadata=metadata)]
         else:
             error_msg = f"Error calling Docling API: {r.reason}"
@@ -340,6 +299,7 @@ class Loader:
 
                 loader = DoclingLoader(
                     url=self.kwargs.get("DOCLING_SERVER_URL"),
+                    api_key=self.kwargs.get("DOCLING_API_KEY", None),
                     file_path=file_path,
                     mime_type=file_content_type,
                     params=params,

backend/open_webui/routers/retrieval.py

@@ -453,18 +453,8 @@ async def get_rag_config(request: Request, user=Depends(get_admin_user)):
         "EXTERNAL_DOCUMENT_LOADER_API_KEY": request.app.state.config.EXTERNAL_DOCUMENT_LOADER_API_KEY,
         "TIKA_SERVER_URL": request.app.state.config.TIKA_SERVER_URL,
         "DOCLING_SERVER_URL": request.app.state.config.DOCLING_SERVER_URL,
+        "DOCLING_API_KEY": request.app.state.config.DOCLING_API_KEY,
         "DOCLING_PARAMS": request.app.state.config.DOCLING_PARAMS,
-        "DOCLING_DO_OCR": request.app.state.config.DOCLING_DO_OCR,
-        "DOCLING_FORCE_OCR": request.app.state.config.DOCLING_FORCE_OCR,
-        "DOCLING_OCR_ENGINE": request.app.state.config.DOCLING_OCR_ENGINE,
-        "DOCLING_OCR_LANG": request.app.state.config.DOCLING_OCR_LANG,
-        "DOCLING_PDF_BACKEND": request.app.state.config.DOCLING_PDF_BACKEND,
-        "DOCLING_TABLE_MODE": request.app.state.config.DOCLING_TABLE_MODE,
-        "DOCLING_PIPELINE": request.app.state.config.DOCLING_PIPELINE,
-        "DOCLING_DO_PICTURE_DESCRIPTION": request.app.state.config.DOCLING_DO_PICTURE_DESCRIPTION,
-        "DOCLING_PICTURE_DESCRIPTION_MODE": request.app.state.config.DOCLING_PICTURE_DESCRIPTION_MODE,
-        "DOCLING_PICTURE_DESCRIPTION_LOCAL": request.app.state.config.DOCLING_PICTURE_DESCRIPTION_LOCAL,
-        "DOCLING_PICTURE_DESCRIPTION_API": request.app.state.config.DOCLING_PICTURE_DESCRIPTION_API,
         "DOCUMENT_INTELLIGENCE_ENDPOINT": request.app.state.config.DOCUMENT_INTELLIGENCE_ENDPOINT,
         "DOCUMENT_INTELLIGENCE_KEY": request.app.state.config.DOCUMENT_INTELLIGENCE_KEY,
         "MISTRAL_OCR_API_BASE_URL": request.app.state.config.MISTRAL_OCR_API_BASE_URL,
@@ -642,18 +632,8 @@ class ConfigForm(BaseModel):
 
     TIKA_SERVER_URL: Optional[str] = None
     DOCLING_SERVER_URL: Optional[str] = None
+    DOCLING_API_KEY: Optional[str] = None
     DOCLING_PARAMS: Optional[dict] = None
-    DOCLING_DO_OCR: Optional[bool] = None
-    DOCLING_FORCE_OCR: Optional[bool] = None
-    DOCLING_OCR_ENGINE: Optional[str] = None
-    DOCLING_OCR_LANG: Optional[str] = None
-    DOCLING_PDF_BACKEND: Optional[str] = None
-    DOCLING_TABLE_MODE: Optional[str] = None
-    DOCLING_PIPELINE: Optional[str] = None
-    DOCLING_DO_PICTURE_DESCRIPTION: Optional[bool] = None
-    DOCLING_PICTURE_DESCRIPTION_MODE: Optional[str] = None
-    DOCLING_PICTURE_DESCRIPTION_LOCAL: Optional[dict] = None
-    DOCLING_PICTURE_DESCRIPTION_API: Optional[dict] = None
     DOCUMENT_INTELLIGENCE_ENDPOINT: Optional[str] = None
     DOCUMENT_INTELLIGENCE_KEY: Optional[str] = None
     MISTRAL_OCR_API_BASE_URL: Optional[str] = None
@@ -831,68 +811,16 @@ async def update_rag_config(
         if form_data.DOCLING_SERVER_URL is not None
         else request.app.state.config.DOCLING_SERVER_URL
     )
+    request.app.state.config.DOCLING_API_KEY = (
+        form_data.DOCLING_API_KEY
+        if form_data.DOCLING_API_KEY is not None
+        else request.app.state.config.DOCLING_API_KEY
+    )
     request.app.state.config.DOCLING_PARAMS = (
         form_data.DOCLING_PARAMS
         if form_data.DOCLING_PARAMS is not None
         else request.app.state.config.DOCLING_PARAMS
     )
-    request.app.state.config.DOCLING_DO_OCR = (
-        form_data.DOCLING_DO_OCR
-        if form_data.DOCLING_DO_OCR is not None
-        else request.app.state.config.DOCLING_DO_OCR
-    )
-    request.app.state.config.DOCLING_FORCE_OCR = (
-        form_data.DOCLING_FORCE_OCR
-        if form_data.DOCLING_FORCE_OCR is not None
-        else request.app.state.config.DOCLING_FORCE_OCR
-    )
-    request.app.state.config.DOCLING_OCR_ENGINE = (
-        form_data.DOCLING_OCR_ENGINE
-        if form_data.DOCLING_OCR_ENGINE is not None
-        else request.app.state.config.DOCLING_OCR_ENGINE
-    )
-    request.app.state.config.DOCLING_OCR_LANG = (
-        form_data.DOCLING_OCR_LANG
-        if form_data.DOCLING_OCR_LANG is not None
-        else request.app.state.config.DOCLING_OCR_LANG
-    )
-    request.app.state.config.DOCLING_PDF_BACKEND = (
-        form_data.DOCLING_PDF_BACKEND
-        if form_data.DOCLING_PDF_BACKEND is not None
-        else request.app.state.config.DOCLING_PDF_BACKEND
-    )
-    request.app.state.config.DOCLING_TABLE_MODE = (
-        form_data.DOCLING_TABLE_MODE
-        if form_data.DOCLING_TABLE_MODE is not None
-        else request.app.state.config.DOCLING_TABLE_MODE
-    )
-    request.app.state.config.DOCLING_PIPELINE = (
-        form_data.DOCLING_PIPELINE
-        if form_data.DOCLING_PIPELINE is not None
-        else request.app.state.config.DOCLING_PIPELINE
-    )
-    request.app.state.config.DOCLING_DO_PICTURE_DESCRIPTION = (
-        form_data.DOCLING_DO_PICTURE_DESCRIPTION
-        if form_data.DOCLING_DO_PICTURE_DESCRIPTION is not None
-        else request.app.state.config.DOCLING_DO_PICTURE_DESCRIPTION
-    )
-
-    request.app.state.config.DOCLING_PICTURE_DESCRIPTION_MODE = (
-        form_data.DOCLING_PICTURE_DESCRIPTION_MODE
-        if form_data.DOCLING_PICTURE_DESCRIPTION_MODE is not None
-        else request.app.state.config.DOCLING_PICTURE_DESCRIPTION_MODE
-    )
-    request.app.state.config.DOCLING_PICTURE_DESCRIPTION_LOCAL = (
-        form_data.DOCLING_PICTURE_DESCRIPTION_LOCAL
-        if form_data.DOCLING_PICTURE_DESCRIPTION_LOCAL is not None
-        else request.app.state.config.DOCLING_PICTURE_DESCRIPTION_LOCAL
-    )
-    request.app.state.config.DOCLING_PICTURE_DESCRIPTION_API = (
-        form_data.DOCLING_PICTURE_DESCRIPTION_API
-        if form_data.DOCLING_PICTURE_DESCRIPTION_API is not None
-        else request.app.state.config.DOCLING_PICTURE_DESCRIPTION_API
-    )
-
     request.app.state.config.DOCUMENT_INTELLIGENCE_ENDPOINT = (
         form_data.DOCUMENT_INTELLIGENCE_ENDPOINT
         if form_data.DOCUMENT_INTELLIGENCE_ENDPOINT is not None
@@ -1189,18 +1117,8 @@ async def update_rag_config(
         "EXTERNAL_DOCUMENT_LOADER_API_KEY": request.app.state.config.EXTERNAL_DOCUMENT_LOADER_API_KEY,
         "TIKA_SERVER_URL": request.app.state.config.TIKA_SERVER_URL,
         "DOCLING_SERVER_URL": request.app.state.config.DOCLING_SERVER_URL,
+        "DOCLING_API_KEY": request.app.state.config.DOCLING_API_KEY,
         "DOCLING_PARAMS": request.app.state.config.DOCLING_PARAMS,
-        "DOCLING_DO_OCR": request.app.state.config.DOCLING_DO_OCR,
-        "DOCLING_FORCE_OCR": request.app.state.config.DOCLING_FORCE_OCR,
-        "DOCLING_OCR_ENGINE": request.app.state.config.DOCLING_OCR_ENGINE,
-        "DOCLING_OCR_LANG": request.app.state.config.DOCLING_OCR_LANG,
-        "DOCLING_PDF_BACKEND": request.app.state.config.DOCLING_PDF_BACKEND,
-        "DOCLING_TABLE_MODE": request.app.state.config.DOCLING_TABLE_MODE,
-        "DOCLING_PIPELINE": request.app.state.config.DOCLING_PIPELINE,
-        "DOCLING_DO_PICTURE_DESCRIPTION": request.app.state.config.DOCLING_DO_PICTURE_DESCRIPTION,
-        "DOCLING_PICTURE_DESCRIPTION_MODE": request.app.state.config.DOCLING_PICTURE_DESCRIPTION_MODE,
-        "DOCLING_PICTURE_DESCRIPTION_LOCAL": request.app.state.config.DOCLING_PICTURE_DESCRIPTION_LOCAL,
-        "DOCLING_PICTURE_DESCRIPTION_API": request.app.state.config.DOCLING_PICTURE_DESCRIPTION_API,
         "DOCUMENT_INTELLIGENCE_ENDPOINT": request.app.state.config.DOCUMENT_INTELLIGENCE_ENDPOINT,
         "DOCUMENT_INTELLIGENCE_KEY": request.app.state.config.DOCUMENT_INTELLIGENCE_KEY,
         "MISTRAL_OCR_API_BASE_URL": request.app.state.config.MISTRAL_OCR_API_BASE_URL,
@@ -1607,20 +1525,8 @@ def process_file(
                         EXTERNAL_DOCUMENT_LOADER_API_KEY=request.app.state.config.EXTERNAL_DOCUMENT_LOADER_API_KEY,
                         TIKA_SERVER_URL=request.app.state.config.TIKA_SERVER_URL,
                         DOCLING_SERVER_URL=request.app.state.config.DOCLING_SERVER_URL,
-                        DOCLING_PARAMS={
+                        DOCLING_API_KEY=request.app.state.config.DOCLING_API_KEY,
-                            "do_ocr": request.app.state.config.DOCLING_DO_OCR,
+                        DOCLING_PARAMS=request.app.state.config.DOCLING_PARAMS,
-                            "force_ocr": request.app.state.config.DOCLING_FORCE_OCR,
-                            "ocr_engine": request.app.state.config.DOCLING_OCR_ENGINE,
-                            "ocr_lang": request.app.state.config.DOCLING_OCR_LANG,
-                            "pdf_backend": request.app.state.config.DOCLING_PDF_BACKEND,
-                            "table_mode": request.app.state.config.DOCLING_TABLE_MODE,
-                            "pipeline": request.app.state.config.DOCLING_PIPELINE,
-                            "do_picture_description": request.app.state.config.DOCLING_DO_PICTURE_DESCRIPTION,
-                            "picture_description_mode": request.app.state.config.DOCLING_PICTURE_DESCRIPTION_MODE,
-                            "picture_description_local": request.app.state.config.DOCLING_PICTURE_DESCRIPTION_LOCAL,
-                            "picture_description_api": request.app.state.config.DOCLING_PICTURE_DESCRIPTION_API,
-                            **request.app.state.config.DOCLING_PARAMS,
-                        },
                         PDF_EXTRACT_IMAGES=request.app.state.config.PDF_EXTRACT_IMAGES,
                         DOCUMENT_INTELLIGENCE_ENDPOINT=request.app.state.config.DOCUMENT_INTELLIGENCE_ENDPOINT,
                         DOCUMENT_INTELLIGENCE_KEY=request.app.state.config.DOCUMENT_INTELLIGENCE_KEY,

src/lib/components/admin/Settings/Documents.svelte

@@ -151,26 +151,6 @@
 			toast.error($i18n.t('Docling Server URL required.'));
 			return;
 		}
-		if (
-			RAGConfig.CONTENT_EXTRACTION_ENGINE === 'docling' &&
-			RAGConfig.DOCLING_DO_OCR &&
-			((RAGConfig.DOCLING_OCR_ENGINE === '' && RAGConfig.DOCLING_OCR_LANG !== '') ||
-				(RAGConfig.DOCLING_OCR_ENGINE !== '' && RAGConfig.DOCLING_OCR_LANG === ''))
-		) {
-			toast.error(
-				$i18n.t('Both Docling OCR Engine and Language(s) must be provided or both left empty.')
-			);
-			return;
-		}
-		if (
-			RAGConfig.CONTENT_EXTRACTION_ENGINE === 'docling' &&
-			RAGConfig.DOCLING_DO_OCR === false &&
-			RAGConfig.DOCLING_FORCE_OCR === true
-		) {
-			toast.error($i18n.t('In order to force OCR, performing OCR must be enabled.'));
-			return;
-		}
-
 		if (
 			RAGConfig.CONTENT_EXTRACTION_ENGINE === 'datalab_marker' &&
 			RAGConfig.DATALAB_MARKER_ADDITIONAL_CONFIG &&
@@ -238,12 +218,6 @@
 			ALLOWED_FILE_EXTENSIONS: RAGConfig.ALLOWED_FILE_EXTENSIONS.split(',')
 				.map((ext) => ext.trim())
 				.filter((ext) => ext !== ''),
-			DOCLING_PICTURE_DESCRIPTION_LOCAL: JSON.parse(
-				RAGConfig.DOCLING_PICTURE_DESCRIPTION_LOCAL || '{}'
-			),
-			DOCLING_PICTURE_DESCRIPTION_API: JSON.parse(
-				RAGConfig.DOCLING_PICTURE_DESCRIPTION_API || '{}'
-			),
 			DOCLING_PARAMS:
 				typeof RAGConfig.DOCLING_PARAMS === 'string' && RAGConfig.DOCLING_PARAMS.trim() !== ''
 					? JSON.parse(RAGConfig.DOCLING_PARAMS)
@@ -281,16 +255,6 @@
 		const config = await getRAGConfig(localStorage.token);
 		config.ALLOWED_FILE_EXTENSIONS = (config?.ALLOWED_FILE_EXTENSIONS ?? []).join(', ');
 
-		config.DOCLING_PICTURE_DESCRIPTION_LOCAL = JSON.stringify(
-			config.DOCLING_PICTURE_DESCRIPTION_LOCAL ?? {},
-			null,
-			2
-		);
-		config.DOCLING_PICTURE_DESCRIPTION_API = JSON.stringify(
-			config.DOCLING_PICTURE_DESCRIPTION_API ?? {},
-			null,
-			2
-		);
 		config.DOCLING_PARAMS =
 			typeof config.DOCLING_PARAMS === 'object'
 				? JSON.stringify(config.DOCLING_PARAMS ?? {}, null, 2)
@@ -589,173 +553,18 @@
 								</div>
 							</div>
 						{:else if RAGConfig.CONTENT_EXTRACTION_ENGINE === 'docling'}
-							<div class="flex w-full mt-1">
+							<div class="my-0.5 flex gap-2 pr-2">
 								<input
 									class="flex-1 w-full text-sm bg-transparent outline-hidden"
 									placeholder={$i18n.t('Enter Docling Server URL')}
 									bind:value={RAGConfig.DOCLING_SERVER_URL}
 								/>
-							</div>
+								<SensitiveInput
-
+									placeholder={$i18n.t('Enter Docling API Key')}
-							<div class="flex w-full mt-2">
+									bind:value={RAGConfig.DOCLING_API_KEY}
-								<div class="flex-1 flex justify-between">
+									required={false}
-									<div class=" self-center text-xs font-medium">
-										{$i18n.t('Perform OCR')}
-									</div>
-									<div class="flex items-center relative">
-										<Switch bind:state={RAGConfig.DOCLING_DO_OCR} />
-									</div>
-								</div>
-							</div>
-							{#if RAGConfig.DOCLING_DO_OCR}
-								<div class="flex w-full mt-2">
-									<input
-										class="flex-1 w-full text-sm bg-transparent outline-hidden"
-										placeholder={$i18n.t('Enter Docling OCR Engine')}
-										bind:value={RAGConfig.DOCLING_OCR_ENGINE}
-									/>
-									<input
-										class="flex-1 w-full text-sm bg-transparent outline-hidden"
-										placeholder={$i18n.t('Enter Docling OCR Language(s)')}
-										bind:value={RAGConfig.DOCLING_OCR_LANG}
 								/>
 							</div>
-							{/if}
-							<div class="flex w-full mt-2">
-								<div class="flex-1 flex justify-between">
-									<div class=" self-center text-xs font-medium">
-										{$i18n.t('Force OCR')}
-									</div>
-									<div class="flex items-center relative">
-										<Switch bind:state={RAGConfig.DOCLING_FORCE_OCR} />
-									</div>
-								</div>
-							</div>
-							<div class="flex justify-between w-full mt-2">
-								<div class="self-center text-xs font-medium">
-									<Tooltip content={''} placement="top-start">
-										{$i18n.t('PDF Backend')}
-									</Tooltip>
-								</div>
-								<div class="">
-									<select
-										class="dark:bg-gray-900 w-fit pr-8 rounded-sm px-2 text-xs bg-transparent outline-hidden text-right"
-										bind:value={RAGConfig.DOCLING_PDF_BACKEND}
-									>
-										<option value="pypdfium2">{$i18n.t('pypdfium2')}</option>
-										<option value="dlparse_v1">{$i18n.t('dlparse_v1')}</option>
-										<option value="dlparse_v2">{$i18n.t('dlparse_v2')}</option>
-										<option value="dlparse_v4">{$i18n.t('dlparse_v4')}</option>
-									</select>
-								</div>
-							</div>
-							<div class="flex justify-between w-full mt-2">
-								<div class="self-center text-xs font-medium">
-									<Tooltip content={''} placement="top-start">
-										{$i18n.t('Table Mode')}
-									</Tooltip>
-								</div>
-								<div class="">
-									<select
-										class="dark:bg-gray-900 w-fit pr-8 rounded-sm px-2 text-xs bg-transparent outline-hidden text-right"
-										bind:value={RAGConfig.DOCLING_TABLE_MODE}
-									>
-										<option value="fast">{$i18n.t('fast')}</option>
-										<option value="accurate">{$i18n.t('accurate')}</option>
-									</select>
-								</div>
-							</div>
-							<div class="flex justify-between w-full mt-2">
-								<div class="self-center text-xs font-medium">
-									<Tooltip content={''} placement="top-start">
-										{$i18n.t('Pipeline')}
-									</Tooltip>
-								</div>
-								<div class="">
-									<select
-										class="dark:bg-gray-900 w-fit pr-8 rounded-sm px-2 text-xs bg-transparent outline-hidden text-right"
-										bind:value={RAGConfig.DOCLING_PIPELINE}
-									>
-										<option value="standard">{$i18n.t('standard')}</option>
-										<option value="vlm">{$i18n.t('vlm')}</option>
-									</select>
-								</div>
-							</div>
-							<div class="flex w-full mt-2">
-								<div class="flex-1 flex justify-between">
-									<div class=" self-center text-xs font-medium">
-										{$i18n.t('Describe Pictures in Documents')}
-									</div>
-									<div class="flex items-center relative">
-										<Switch bind:state={RAGConfig.DOCLING_DO_PICTURE_DESCRIPTION} />
-									</div>
-								</div>
-							</div>
-							{#if RAGConfig.DOCLING_DO_PICTURE_DESCRIPTION}
-								<div class="flex justify-between w-full mt-2">
-									<div class="self-center text-xs font-medium">
-										<Tooltip content={''} placement="top-start">
-											{$i18n.t('Picture Description Mode')}
-										</Tooltip>
-									</div>
-									<div class="">
-										<select
-											class="dark:bg-gray-900 w-fit pr-8 rounded-sm px-2 text-xs bg-transparent outline-hidden text-right"
-											bind:value={RAGConfig.DOCLING_PICTURE_DESCRIPTION_MODE}
-										>
-											<option value="">{$i18n.t('Default')}</option>
-											<option value="local">{$i18n.t('Local')}</option>
-											<option value="api">{$i18n.t('API')}</option>
-										</select>
-									</div>
-								</div>
-
-								{#if RAGConfig.DOCLING_PICTURE_DESCRIPTION_MODE === 'local'}
-									<div class="flex flex-col gap-2 mt-2">
-										<div class=" flex flex-col w-full justify-between">
-											<div class=" mb-1 text-xs font-medium">
-												{$i18n.t('Picture Description Local Config')}
-											</div>
-											<div class="flex w-full items-center relative">
-												<Tooltip
-													content={$i18n.t(
-														'Options for running a local vision-language model in the picture description. The parameters refer to a model hosted on Hugging Face. This parameter is mutually exclusive with picture_description_api.'
-													)}
-													placement="top-start"
-													className="w-full"
-												>
-													<Textarea
-														bind:value={RAGConfig.DOCLING_PICTURE_DESCRIPTION_LOCAL}
-														placeholder={$i18n.t('Enter Config in JSON format')}
-													/>
-												</Tooltip>
-											</div>
-										</div>
-									</div>
-								{:else if RAGConfig.DOCLING_PICTURE_DESCRIPTION_MODE === 'api'}
-									<div class="flex flex-col gap-2 mt-2">
-										<div class=" flex flex-col w-full justify-between">
-											<div class=" mb-1 text-xs font-medium">
-												{$i18n.t('Picture Description API Config')}
-											</div>
-											<div class="flex w-full items-center relative">
-												<Tooltip
-													content={$i18n.t(
-														'API details for using a vision-language model in the picture description. This parameter is mutually exclusive with picture_description_local.'
-													)}
-													placement="top-start"
-													className="w-full"
-												>
-													<Textarea
-														bind:value={RAGConfig.DOCLING_PICTURE_DESCRIPTION_API}
-														placeholder={$i18n.t('Enter Config in JSON format')}
-													/>
-												</Tooltip>
-											</div>
-										</div>
-									</div>
-								{/if}
-							{/if}
 
 							<div class="flex flex-col gap-2 mt-2">
 								<div class=" flex flex-col w-full justify-between">