mirror of
https://github.com/open-webui/open-webui.git
synced 2025-12-11 20:05:19 +00:00
feat: update marker api
This commit is contained in:
Hisma
parent
8da08ad73a
commit
f31cc07a9d
6 changed files with 174 additions and 95 deletions
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@ -2018,10 +2018,16 @@ DATALAB_MARKER_API_KEY = PersistentConfig(
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os.environ.get("DATALAB_MARKER_API_KEY", ""),
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)
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DATALAB_MARKER_LANGS = PersistentConfig(
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"DATALAB_MARKER_LANGS",
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"rag.datalab_marker_langs",
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os.environ.get("DATALAB_MARKER_LANGS", ""),
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DATALAB_MARKER_API_BASE_URL = PersistentConfig(
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"DATALAB_MARKER_API_BASE_URL",
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"rag.datalab_marker_api_base_url",
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os.environ.get("DATALAB_MARKER_API_BASE_URL", ""),
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)
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DATALAB_MARKER_ADDITIONAL_CONFIG = PersistentConfig(
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"DATALAB_MARKER_ADDITIONAL_CONFIG",
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"rag.datalab_marker_additional_config",
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os.environ.get("DATALAB_MARKER_ADDITIONAL_CONFIG", ""),
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)
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DATALAB_MARKER_USE_LLM = PersistentConfig(
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@ -227,7 +227,8 @@ from open_webui.config import (
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CHUNK_SIZE,
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CONTENT_EXTRACTION_ENGINE,
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DATALAB_MARKER_API_KEY,
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DATALAB_MARKER_LANGS,
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DATALAB_MARKER_API_BASE_URL,
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DATALAB_MARKER_ADDITIONAL_CONFIG,
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DATALAB_MARKER_SKIP_CACHE,
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DATALAB_MARKER_FORCE_OCR,
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DATALAB_MARKER_PAGINATE,
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@ -767,7 +768,8 @@ app.state.config.ENABLE_WEB_LOADER_SSL_VERIFICATION = ENABLE_WEB_LOADER_SSL_VERI
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app.state.config.CONTENT_EXTRACTION_ENGINE = CONTENT_EXTRACTION_ENGINE
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app.state.config.DATALAB_MARKER_API_KEY = DATALAB_MARKER_API_KEY
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app.state.config.DATALAB_MARKER_LANGS = DATALAB_MARKER_LANGS
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app.state.config.DATALAB_MARKER_API_BASE_URL = DATALAB_MARKER_API_BASE_URL
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app.state.config.DATALAB_MARKER_ADDITIONAL_CONFIG = DATALAB_MARKER_ADDITIONAL_CONFIG
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app.state.config.DATALAB_MARKER_SKIP_CACHE = DATALAB_MARKER_SKIP_CACHE
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app.state.config.DATALAB_MARKER_FORCE_OCR = DATALAB_MARKER_FORCE_OCR
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app.state.config.DATALAB_MARKER_PAGINATE = DATALAB_MARKER_PAGINATE
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@ -15,7 +15,8 @@ class DatalabMarkerLoader:
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self,
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file_path: str,
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api_key: str,
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langs: Optional[str] = None,
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api_base_url: str,
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additional_config: Optional[str] = None,
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use_llm: bool = False,
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skip_cache: bool = False,
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force_ocr: bool = False,
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@ -26,7 +27,8 @@ class DatalabMarkerLoader:
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):
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self.file_path = file_path
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self.api_key = api_key
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self.langs = langs
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self.api_base_url = api_base_url
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self.additional_config = additional_config
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self.use_llm = use_llm
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self.skip_cache = skip_cache
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self.force_ocr = force_ocr
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@ -60,7 +62,7 @@ class DatalabMarkerLoader:
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return mime_map.get(ext, "application/octet-stream")
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def check_marker_request_status(self, request_id: str) -> dict:
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url = f"https://www.datalab.to/api/v1/marker/{request_id}"
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url = f"{self.api_base_url}/{request_id}"
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headers = {"X-Api-Key": self.api_key}
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try:
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response = requests.get(url, headers=headers)
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@ -81,13 +83,12 @@ class DatalabMarkerLoader:
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)
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def load(self) -> List[Document]:
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url = "https://www.datalab.to/api/v1/marker"
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url = self.api_base_url
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filename = os.path.basename(self.file_path)
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mime_type = self._get_mime_type(filename)
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headers = {"X-Api-Key": self.api_key}
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form_data = {
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"langs": self.langs,
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"use_llm": str(self.use_llm).lower(),
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"skip_cache": str(self.skip_cache).lower(),
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"force_ocr": str(self.force_ocr).lower(),
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@ -97,6 +98,9 @@ class DatalabMarkerLoader:
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"output_format": self.output_format,
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}
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if self.additional_config and self.additional_config.strip():
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form_data["additional_config"] = self.additional_config
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log.info(
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f"Datalab Marker POST request parameters: {{'filename': '{filename}', 'mime_type': '{mime_type}', **{form_data}}}"
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)
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@ -133,74 +137,87 @@ class DatalabMarkerLoader:
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check_url = result.get("request_check_url")
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request_id = result.get("request_id")
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if not check_url:
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raise HTTPException(
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status.HTTP_502_BAD_GATEWAY, detail="No request_check_url returned."
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)
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for _ in range(300): # Up to 10 minutes
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time.sleep(2)
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try:
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poll_response = requests.get(check_url, headers=headers)
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poll_response.raise_for_status()
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poll_result = poll_response.json()
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except (requests.HTTPError, ValueError) as e:
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raw_body = poll_response.text
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log.error(f"Polling error: {e}, response body: {raw_body}")
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raise HTTPException(
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status.HTTP_502_BAD_GATEWAY, detail=f"Polling failed: {e}"
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)
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status_val = poll_result.get("status")
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success_val = poll_result.get("success")
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if status_val == "complete":
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summary = {
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k: poll_result.get(k)
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for k in (
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"status",
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"output_format",
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"success",
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"error",
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"page_count",
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"total_cost",
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# Check if this is a direct response (self-hosted) or polling response (DataLab)
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if check_url:
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# DataLab polling pattern
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for _ in range(300): # Up to 10 minutes
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time.sleep(2)
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try:
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poll_response = requests.get(check_url, headers=headers)
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poll_response.raise_for_status()
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poll_result = poll_response.json()
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except (requests.HTTPError, ValueError) as e:
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raw_body = poll_response.text
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log.error(f"Polling error: {e}, response body: {raw_body}")
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raise HTTPException(
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status.HTTP_502_BAD_GATEWAY, detail=f"Polling failed: {e}"
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)
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}
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log.info(
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f"Marker processing completed successfully: {json.dumps(summary, indent=2)}"
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)
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break
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if status_val == "failed" or success_val is False:
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log.error(
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f"Marker poll failed full response: {json.dumps(poll_result, indent=2)}"
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)
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error_msg = (
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poll_result.get("error")
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or "Marker returned failure without error message"
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status_val = poll_result.get("status")
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success_val = poll_result.get("success")
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if status_val == "complete":
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summary = {
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k: poll_result.get(k)
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for k in (
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"status",
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"output_format",
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"success",
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"error",
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"page_count",
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"total_cost",
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)
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}
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log.info(
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f"Marker processing completed successfully: {json.dumps(summary, indent=2)}"
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)
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break
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if status_val == "failed" or success_val is False:
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log.error(
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f"Marker poll failed full response: {json.dumps(poll_result, indent=2)}"
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)
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error_msg = (
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poll_result.get("error")
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or "Marker returned failure without error message"
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)
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raise HTTPException(
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status.HTTP_400_BAD_REQUEST,
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detail=f"Marker processing failed: {error_msg}",
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)
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else:
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raise HTTPException(
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status.HTTP_504_GATEWAY_TIMEOUT, detail="Marker processing timed out"
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)
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if not poll_result.get("success", False):
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error_msg = poll_result.get("error") or "Unknown processing error"
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raise HTTPException(
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status.HTTP_400_BAD_REQUEST,
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detail=f"Marker processing failed: {error_msg}",
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detail=f"Final processing failed: {error_msg}",
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)
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# DataLab format - content in format-specific fields
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content_key = self.output_format.lower()
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raw_content = poll_result.get(content_key)
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final_result = poll_result
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else:
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raise HTTPException(
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status.HTTP_504_GATEWAY_TIMEOUT, detail="Marker processing timed out"
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)
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# Self-hosted direct response - content in "output" field
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if "output" in result:
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log.info("Self-hosted Marker returned direct response without polling")
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raw_content = result.get("output")
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final_result = result
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else:
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available_fields = list(result.keys()) if isinstance(result, dict) else "non-dict response"
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raise HTTPException(
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status.HTTP_502_BAD_GATEWAY,
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detail=f"Custom Marker endpoint returned success but no 'output' field found. Available fields: {available_fields}. Expected either 'request_check_url' for polling or 'output' field for direct response."
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)
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if not poll_result.get("success", False):
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error_msg = poll_result.get("error") or "Unknown processing error"
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raise HTTPException(
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status.HTTP_400_BAD_REQUEST,
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detail=f"Final processing failed: {error_msg}",
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)
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content_key = self.output_format.lower()
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raw_content = poll_result.get(content_key)
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if content_key == "json":
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if self.output_format.lower() == "json":
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full_text = json.dumps(raw_content, indent=2)
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elif content_key in {"markdown", "html"}:
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elif self.output_format.lower() in {"markdown", "html"}:
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full_text = str(raw_content).strip()
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else:
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raise HTTPException(
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@ -211,14 +228,14 @@ class DatalabMarkerLoader:
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if not full_text:
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raise HTTPException(
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status.HTTP_400_BAD_REQUEST,
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detail="Datalab Marker returned empty content",
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detail="Marker returned empty content",
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)
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marker_output_dir = os.path.join("/app/backend/data/uploads", "marker_output")
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os.makedirs(marker_output_dir, exist_ok=True)
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file_ext_map = {"markdown": "md", "json": "json", "html": "html"}
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file_ext = file_ext_map.get(content_key, "txt")
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file_ext = file_ext_map.get(self.output_format.lower(), "txt")
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output_filename = f"{os.path.splitext(filename)[0]}.{file_ext}"
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output_path = os.path.join(marker_output_dir, output_filename)
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@ -231,13 +248,13 @@ class DatalabMarkerLoader:
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metadata = {
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"source": filename,
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"output_format": poll_result.get("output_format", self.output_format),
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"page_count": poll_result.get("page_count", 0),
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"output_format": final_result.get("output_format", self.output_format),
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"page_count": final_result.get("page_count", 0),
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"processed_with_llm": self.use_llm,
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"request_id": request_id or "",
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}
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images = poll_result.get("images", {})
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images = final_result.get("images", {})
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if images:
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metadata["image_count"] = len(images)
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metadata["images"] = json.dumps(list(images.keys()))
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@ -281,10 +281,15 @@ class Loader:
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"tiff",
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]
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):
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api_base_url = self.kwargs.get("DATALAB_MARKER_API_BASE_URL", "")
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if not api_base_url or api_base_url.strip() == "":
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api_base_url = "https://www.datalab.to/api/v1/marker"
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loader = DatalabMarkerLoader(
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file_path=file_path,
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api_key=self.kwargs["DATALAB_MARKER_API_KEY"],
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langs=self.kwargs.get("DATALAB_MARKER_LANGS"),
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api_base_url=api_base_url,
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additional_config=self.kwargs.get("DATALAB_MARKER_ADDITIONAL_CONFIG"),
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use_llm=self.kwargs.get("DATALAB_MARKER_USE_LLM", False),
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skip_cache=self.kwargs.get("DATALAB_MARKER_SKIP_CACHE", False),
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force_ocr=self.kwargs.get("DATALAB_MARKER_FORCE_OCR", False),
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@ -401,7 +401,8 @@ async def get_rag_config(request: Request, user=Depends(get_admin_user)):
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"CONTENT_EXTRACTION_ENGINE": request.app.state.config.CONTENT_EXTRACTION_ENGINE,
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"PDF_EXTRACT_IMAGES": request.app.state.config.PDF_EXTRACT_IMAGES,
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"DATALAB_MARKER_API_KEY": request.app.state.config.DATALAB_MARKER_API_KEY,
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"DATALAB_MARKER_LANGS": request.app.state.config.DATALAB_MARKER_LANGS,
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"DATALAB_MARKER_API_BASE_URL": request.app.state.config.DATALAB_MARKER_API_BASE_URL,
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"DATALAB_MARKER_ADDITIONAL_CONFIG": request.app.state.config.DATALAB_MARKER_ADDITIONAL_CONFIG,
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"DATALAB_MARKER_SKIP_CACHE": request.app.state.config.DATALAB_MARKER_SKIP_CACHE,
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"DATALAB_MARKER_FORCE_OCR": request.app.state.config.DATALAB_MARKER_FORCE_OCR,
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"DATALAB_MARKER_PAGINATE": request.app.state.config.DATALAB_MARKER_PAGINATE,
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@ -566,7 +567,8 @@ class ConfigForm(BaseModel):
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CONTENT_EXTRACTION_ENGINE: Optional[str] = None
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PDF_EXTRACT_IMAGES: Optional[bool] = None
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DATALAB_MARKER_API_KEY: Optional[str] = None
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DATALAB_MARKER_LANGS: Optional[str] = None
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DATALAB_MARKER_API_BASE_URL: Optional[str] = None
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DATALAB_MARKER_ADDITIONAL_CONFIG: Optional[str] = None
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DATALAB_MARKER_SKIP_CACHE: Optional[bool] = None
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DATALAB_MARKER_FORCE_OCR: Optional[bool] = None
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DATALAB_MARKER_PAGINATE: Optional[bool] = None
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@ -683,10 +685,15 @@ async def update_rag_config(
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if form_data.DATALAB_MARKER_API_KEY is not None
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else request.app.state.config.DATALAB_MARKER_API_KEY
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)
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request.app.state.config.DATALAB_MARKER_LANGS = (
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form_data.DATALAB_MARKER_LANGS
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if form_data.DATALAB_MARKER_LANGS is not None
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else request.app.state.config.DATALAB_MARKER_LANGS
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request.app.state.config.DATALAB_MARKER_API_BASE_URL = (
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form_data.DATALAB_MARKER_API_BASE_URL
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if form_data.DATALAB_MARKER_API_BASE_URL is not None
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else request.app.state.config.DATALAB_MARKER_API_BASE_URL
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)
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request.app.state.config.DATALAB_MARKER_ADDITIONAL_CONFIG = (
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form_data.DATALAB_MARKER_ADDITIONAL_CONFIG
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if form_data.DATALAB_MARKER_ADDITIONAL_CONFIG is not None
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else request.app.state.config.DATALAB_MARKER_ADDITIONAL_CONFIG
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)
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request.app.state.config.DATALAB_MARKER_SKIP_CACHE = (
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form_data.DATALAB_MARKER_SKIP_CACHE
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@ -1006,7 +1013,8 @@ async def update_rag_config(
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"CONTENT_EXTRACTION_ENGINE": request.app.state.config.CONTENT_EXTRACTION_ENGINE,
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"PDF_EXTRACT_IMAGES": request.app.state.config.PDF_EXTRACT_IMAGES,
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"DATALAB_MARKER_API_KEY": request.app.state.config.DATALAB_MARKER_API_KEY,
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"DATALAB_MARKER_LANGS": request.app.state.config.DATALAB_MARKER_LANGS,
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"DATALAB_MARKER_API_BASE_URL": request.app.state.config.DATALAB_MARKER_API_BASE_URL,
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"DATALAB_MARKER_ADDITIONAL_CONFIG": request.app.state.config.DATALAB_MARKER_ADDITIONAL_CONFIG,
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"DATALAB_MARKER_SKIP_CACHE": request.app.state.config.DATALAB_MARKER_SKIP_CACHE,
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"DATALAB_MARKER_FORCE_OCR": request.app.state.config.DATALAB_MARKER_FORCE_OCR,
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"DATALAB_MARKER_PAGINATE": request.app.state.config.DATALAB_MARKER_PAGINATE,
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@ -1406,7 +1414,8 @@ def process_file(
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loader = Loader(
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engine=request.app.state.config.CONTENT_EXTRACTION_ENGINE,
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DATALAB_MARKER_API_KEY=request.app.state.config.DATALAB_MARKER_API_KEY,
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DATALAB_MARKER_LANGS=request.app.state.config.DATALAB_MARKER_LANGS,
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DATALAB_MARKER_API_BASE_URL=request.app.state.config.DATALAB_MARKER_API_BASE_URL,
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DATALAB_MARKER_ADDITIONAL_CONFIG=request.app.state.config.DATALAB_MARKER_ADDITIONAL_CONFIG,
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DATALAB_MARKER_SKIP_CACHE=request.app.state.config.DATALAB_MARKER_SKIP_CACHE,
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DATALAB_MARKER_FORCE_OCR=request.app.state.config.DATALAB_MARKER_FORCE_OCR,
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DATALAB_MARKER_PAGINATE=request.app.state.config.DATALAB_MARKER_PAGINATE,
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@ -170,6 +170,19 @@
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return;
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}
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if (
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RAGConfig.CONTENT_EXTRACTION_ENGINE === 'datalab_marker' &&
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RAGConfig.DATALAB_MARKER_ADDITIONAL_CONFIG &&
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RAGConfig.DATALAB_MARKER_ADDITIONAL_CONFIG.trim() !== ''
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) {
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try {
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JSON.parse(RAGConfig.DATALAB_MARKER_ADDITIONAL_CONFIG);
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} catch (e) {
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toast.error($i18n.t('Invalid JSON format in Additional Config'));
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return;
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}
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}
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if (
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RAGConfig.CONTENT_EXTRACTION_ENGINE === 'document_intelligence' &&
|
||||
(RAGConfig.DOCUMENT_INTELLIGENCE_ENDPOINT === '' ||
|
||||
|
|
@ -243,6 +256,11 @@
|
|||
2
|
||||
);
|
||||
|
||||
// Set default API Base URL if empty
|
||||
if (!config.DATALAB_MARKER_API_BASE_URL) {
|
||||
config.DATALAB_MARKER_API_BASE_URL = 'https://www.datalab.to/api/v1/marker';
|
||||
}
|
||||
|
||||
RAGConfig = config;
|
||||
});
|
||||
</script>
|
||||
|
|
@ -337,6 +355,19 @@
|
|||
</div>
|
||||
{:else if RAGConfig.CONTENT_EXTRACTION_ENGINE === 'datalab_marker'}
|
||||
<div class="my-0.5 flex gap-2 pr-2">
|
||||
<Tooltip
|
||||
content={$i18n.t(
|
||||
'API Base URL for Datalab Marker service. Defaults to: https://www.datalab.to/api/v1/marker'
|
||||
)}
|
||||
placement="top-start"
|
||||
className="w-full"
|
||||
>
|
||||
<input
|
||||
class="flex-1 w-full text-sm bg-transparent outline-hidden"
|
||||
placeholder={$i18n.t('Enter Datalab Marker API Base URL')}
|
||||
bind:value={RAGConfig.DATALAB_MARKER_API_BASE_URL}
|
||||
/>
|
||||
</Tooltip>
|
||||
<SensitiveInput
|
||||
placeholder={$i18n.t('Enter Datalab Marker API Key')}
|
||||
required={false}
|
||||
|
|
@ -344,24 +375,33 @@
|
|||
/>
|
||||
</div>
|
||||
|
||||
<div class="flex justify-between w-full mt-2">
|
||||
<div class="text-xs font-medium">
|
||||
{$i18n.t('Languages')}
|
||||
<div class="flex flex-col gap-2 mt-2">
|
||||
<div class=" flex flex-col w-full justify-between">
|
||||
<div class=" mb-1 text-xs font-medium">
|
||||
{$i18n.t('Additional Config')}
|
||||
</div>
|
||||
<div class="flex w-full items-center relative">
|
||||
<Tooltip
|
||||
content={$i18n.t(
|
||||
'Additional configuration options for marker. This should be a JSON string with key-value pairs. For example, \'{"key": "value"}\'. Supported keys include: disable_links, keep_pageheader_in_output, keep_pagefooter_in_output, filter_blank_pages, drop_repeated_text, layout_coverage_threshold, merge_threshold, height_tolerance, gap_threshold, image_threshold, min_line_length, level_count, default_level'
|
||||
)}
|
||||
placement="top-start"
|
||||
className="w-full"
|
||||
>
|
||||
<Textarea
|
||||
bind:value={RAGConfig.DATALAB_MARKER_ADDITIONAL_CONFIG}
|
||||
placeholder={$i18n.t('Enter JSON config (e.g., {"disable_links": true})')}
|
||||
/>
|
||||
</Tooltip>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<input
|
||||
class="text-sm bg-transparent outline-hidden"
|
||||
type="text"
|
||||
bind:value={RAGConfig.DATALAB_MARKER_LANGS}
|
||||
placeholder={$i18n.t('e.g.) en,fr,de')}
|
||||
/>
|
||||
</div>
|
||||
|
||||
<div class="flex justify-between w-full mt-2">
|
||||
<div class="self-center text-xs font-medium">
|
||||
<Tooltip
|
||||
content={$i18n.t(
|
||||
'Significantly improves accuracy by using an LLM to enhance tables, forms, inline math, and layout detection. Will increase latency. Defaults to True.'
|
||||
'Significantly improves accuracy by using an LLM to enhance tables, forms, inline math, and layout detection. Will increase latency. Defaults to False.'
|
||||
)}
|
||||
placement="top-start"
|
||||
>
|
||||
|
|
|
|||
Loading…
Reference in a new issue