repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
value | license stringclasses 7
values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 14:38:15 2026-01-05 02:33:18 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/tesseract_ocr_model.py | docling/models/tesseract_ocr_model.py | from __future__ import annotations
import logging
from pathlib import Path
from typing import Iterable, Optional, Type
from docling_core.types.doc import BoundingBox, CoordOrigin
from docling_core.types.doc.page import TextCell
from docling.datamodel.accelerator_options import AcceleratorOptions
from docling.datamod... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/rapid_ocr_model.py | docling/models/rapid_ocr_model.py | import logging
from collections.abc import Iterable
from pathlib import Path
from typing import Literal, Optional, Type, TypedDict
import numpy
from docling_core.types.doc import BoundingBox, CoordOrigin
from docling_core.types.doc.page import BoundingRectangle, TextCell
from docling.datamodel.accelerator_options imp... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/api_vlm_model.py | docling/models/api_vlm_model.py | from collections.abc import Iterable
from concurrent.futures import ThreadPoolExecutor
from typing import Union
import numpy as np
from PIL.Image import Image
from docling.datamodel.base_models import Page, VlmPrediction, VlmStopReason
from docling.datamodel.document import ConversionResult
from docling.datamodel.pip... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/base_ocr_model.py | docling/models/base_ocr_model.py | import copy
import logging
from abc import abstractmethod
from collections.abc import Iterable
from pathlib import Path
from typing import TYPE_CHECKING, List, Optional, Type
import numpy as np
from docling_core.types.doc import BoundingBox, CoordOrigin
from docling_core.types.doc.page import TextCell
from PIL import ... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/base_layout_model.py | docling/models/base_layout_model.py | from __future__ import annotations
from abc import ABC, abstractmethod
from collections.abc import Iterable, Sequence
from typing import Type
from docling.datamodel.base_models import LayoutPrediction, Page
from docling.datamodel.document import ConversionResult
from docling.datamodel.pipeline_options import BaseLayo... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/page_assemble_model.py | docling/models/page_assemble_model.py | import logging
import re
from collections.abc import Iterable
from typing import List
import numpy as np
from pydantic import BaseModel
from docling.datamodel.base_models import (
AssembledUnit,
ContainerElement,
FigureElement,
Page,
PageElement,
Table,
TextElement,
)
from docling.datamode... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/code_formula_model.py | docling/models/code_formula_model.py | import re
from collections.abc import Iterable
from pathlib import Path
from typing import List, Literal, Optional, Tuple, Union
import numpy as np
from docling_core.types.doc import (
CodeItem,
DocItemLabel,
DoclingDocument,
NodeItem,
TextItem,
)
from docling_core.types.doc.labels import CodeLangu... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/base_table_model.py | docling/models/base_table_model.py | from __future__ import annotations
from abc import ABC, abstractmethod
from collections.abc import Iterable, Sequence
from typing import Type
from docling.datamodel.base_models import Page, TableStructurePrediction
from docling.datamodel.document import ConversionResult
from docling.datamodel.pipeline_options import ... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/layout_model.py | docling/models/layout_model.py | import copy
import logging
import warnings
from collections.abc import Sequence
from pathlib import Path
from typing import List, Optional, Union
import numpy as np
from docling_core.types.doc import DocItemLabel
from PIL import Image
from docling.datamodel.accelerator_options import AcceleratorOptions
from docling.d... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/picture_description_vlm_model.py | docling/models/picture_description_vlm_model.py | import sys
import threading
from collections.abc import Iterable
from pathlib import Path
from typing import Optional, Type, Union
from PIL import Image
from transformers import AutoModelForImageTextToText
from docling.datamodel.accelerator_options import AcceleratorOptions
from docling.datamodel.pipeline_options imp... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/easyocr_model.py | docling/models/easyocr_model.py | import logging
import warnings
import zipfile
from collections.abc import Iterable
from pathlib import Path
from typing import List, Optional, Type
import numpy
from docling_core.types.doc import BoundingBox, CoordOrigin
from docling_core.types.doc.page import BoundingRectangle, TextCell
from docling.datamodel.accele... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/__init__.py | docling/models/__init__.py | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false | |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/readingorder_model.py | docling/models/readingorder_model.py | from pathlib import Path
from docling_core.types.doc import (
DocItemLabel,
DoclingDocument,
DocumentOrigin,
GroupLabel,
NodeItem,
ProvenanceItem,
RefItem,
RichTableCell,
TableData,
)
from docling_core.types.doc.document import ContentLayer
from docling_ibm_models.list_item_normaliz... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/auto_ocr_model.py | docling/models/auto_ocr_model.py | import logging
import sys
from collections.abc import Iterable
from pathlib import Path
from typing import Optional, Type
from docling.datamodel.accelerator_options import AcceleratorOptions
from docling.datamodel.base_models import Page
from docling.datamodel.document import ConversionResult
from docling.datamodel.pi... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/picture_description_base_model.py | docling/models/picture_description_base_model.py | from abc import abstractmethod
from collections.abc import Iterable
from pathlib import Path
from typing import List, Optional, Type, Union
from docling_core.types.doc import (
DoclingDocument,
NodeItem,
PictureItem,
)
from docling_core.types.doc.document import ( # TODO: move import to docling_core.types... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/page_preprocessing_model.py | docling/models/page_preprocessing_model.py | import re
import warnings
from collections.abc import Iterable
from pathlib import Path
from typing import Literal, Optional
import numpy as np
from PIL import ImageDraw
from pydantic import BaseModel
from docling.datamodel.base_models import Page
from docling.datamodel.document import ConversionResult
from docling.d... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/tesseract_ocr_cli_model.py | docling/models/tesseract_ocr_cli_model.py | import csv
import io
import logging
import os
import subprocess
import tempfile
from collections.abc import Iterable
from pathlib import Path
from subprocess import DEVNULL, PIPE, Popen
from typing import List, Optional, Tuple, Type
import pandas as pd
from docling_core.types.doc import BoundingBox, CoordOrigin
from d... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/ocr_mac_model.py | docling/models/ocr_mac_model.py | import logging
import sys
import tempfile
from collections.abc import Iterable
from pathlib import Path
from typing import Optional, Type
from docling_core.types.doc import BoundingBox, CoordOrigin
from docling_core.types.doc.page import BoundingRectangle, TextCell
from docling.datamodel.accelerator_options import Ac... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/factories/ocr_factory.py | docling/models/factories/ocr_factory.py | import logging
from docling.models.base_ocr_model import BaseOcrModel
from docling.models.factories.base_factory import BaseFactory
logger = logging.getLogger(__name__)
class OcrFactory(BaseFactory[BaseOcrModel]):
def __init__(self, *args, **kwargs):
super().__init__("ocr_engines", *args, **kwargs)
| python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/factories/picture_description_factory.py | docling/models/factories/picture_description_factory.py | import logging
from docling.models.factories.base_factory import BaseFactory
from docling.models.picture_description_base_model import PictureDescriptionBaseModel
logger = logging.getLogger(__name__)
class PictureDescriptionFactory(BaseFactory[PictureDescriptionBaseModel]):
def __init__(self, *args, **kwargs):
... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/factories/table_factory.py | docling/models/factories/table_factory.py | from docling.models.base_table_model import BaseTableStructureModel
from docling.models.factories.base_factory import BaseFactory
class TableStructureFactory(BaseFactory[BaseTableStructureModel]):
def __init__(self, *args, **kwargs):
super().__init__("table_structure_engines", *args, **kwargs)
| python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/factories/__init__.py | docling/models/factories/__init__.py | import logging
from functools import lru_cache
from docling.models.factories.layout_factory import LayoutFactory
from docling.models.factories.ocr_factory import OcrFactory
from docling.models.factories.picture_description_factory import (
PictureDescriptionFactory,
)
from docling.models.factories.table_factory im... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/factories/layout_factory.py | docling/models/factories/layout_factory.py | from docling.models.base_layout_model import BaseLayoutModel
from docling.models.factories.base_factory import BaseFactory
class LayoutFactory(BaseFactory[BaseLayoutModel]):
def __init__(self, *args, **kwargs):
super().__init__("layout_engines", *args, **kwargs)
| python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/factories/base_factory.py | docling/models/factories/base_factory.py | import enum
import logging
from abc import ABCMeta
from typing import Generic, Optional, Type, TypeVar
from pluggy import PluginManager
from pydantic import BaseModel
from docling.datamodel.pipeline_options import BaseOptions
from docling.models.base_model import BaseModelWithOptions
A = TypeVar("A", bound=BaseModel... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/utils/__init__.py | docling/models/utils/__init__.py | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false | |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/utils/generation_utils.py | docling/models/utils/generation_utils.py | import logging
import re
import sys
from abc import abstractmethod
from typing import List
from transformers import StoppingCriteria
_log = logging.getLogger(__name__)
class GenerationStopper:
"""
Base interface for stopping logic.
- should_stop(s): True to stop given the current decoded text window.
... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/utils/hf_model_download.py | docling/models/utils/hf_model_download.py | import logging
from pathlib import Path
from typing import Optional
_log = logging.getLogger(__name__)
def download_hf_model(
repo_id: str,
local_dir: Optional[Path] = None,
force: bool = False,
progress: bool = False,
revision: Optional[str] = None,
) -> Path:
from huggingface_hub import sna... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/plugins/defaults.py | docling/models/plugins/defaults.py | def ocr_engines():
from docling.models.auto_ocr_model import OcrAutoModel
from docling.models.easyocr_model import EasyOcrModel
from docling.models.ocr_mac_model import OcrMacModel
from docling.models.rapid_ocr_model import RapidOcrModel
from docling.models.tesseract_ocr_cli_model import TesseractOc... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/plugins/__init__.py | docling/models/plugins/__init__.py | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false | |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/vlm_models_inline/nuextract_transformers_model.py | docling/models/vlm_models_inline/nuextract_transformers_model.py | import logging
import sys
import time
from collections.abc import Iterable
from pathlib import Path
from typing import Any, Optional, Union
import numpy as np
from PIL.Image import Image
from transformers import AutoModelForImageTextToText, AutoProcessor, GenerationConfig
from docling.datamodel.accelerator_options im... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/vlm_models_inline/hf_transformers_model.py | docling/models/vlm_models_inline/hf_transformers_model.py | import importlib.metadata
import logging
import sys
import time
from collections.abc import Iterable
from pathlib import Path
from typing import Any, Optional, Union
import numpy as np
from PIL.Image import Image
from transformers import StoppingCriteria, StoppingCriteriaList, StopStringCriteria
from docling.datamode... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/vlm_models_inline/mlx_model.py | docling/models/vlm_models_inline/mlx_model.py | import logging
import sys
import threading
import time
from collections.abc import Iterable
from pathlib import Path
from typing import Optional, Union
import numpy as np
from PIL.Image import Image
from transformers import StoppingCriteria
from docling.datamodel.accelerator_options import (
AcceleratorOptions,
)... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/vlm_models_inline/__init__.py | docling/models/vlm_models_inline/__init__.py | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false | |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/models/vlm_models_inline/vllm_model.py | docling/models/vlm_models_inline/vllm_model.py | import logging
import sys
import time
from collections.abc import Iterable
from pathlib import Path
from typing import Any, Dict, Optional, Union
import numpy as np
from PIL.Image import Image
from docling.datamodel.accelerator_options import AcceleratorOptions
from docling.datamodel.base_models import (
Page,
... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/utils/api_image_request.py | docling/utils/api_image_request.py | import base64
import json
import logging
from io import BytesIO
from typing import Dict, List, Optional, Tuple
import requests
from PIL import Image
from pydantic import AnyUrl
from docling.datamodel.base_models import OpenAiApiResponse, VlmStopReason
from docling.models.utils.generation_utils import GenerationStoppe... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/utils/layout_postprocessor.py | docling/utils/layout_postprocessor.py | import bisect
import logging
import sys
from collections import defaultdict
from docling_core.types.doc import DocItemLabel, Size
from docling_core.types.doc.page import TextCell
from rtree import index
from docling.datamodel.base_models import BoundingBox, Cluster, Page
from docling.datamodel.pipeline_options import... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/utils/export.py | docling/utils/export.py | import logging
from collections.abc import Iterable
from typing import Any, Dict, List, Tuple, Union
from docling_core.types.doc import BoundingBox, CoordOrigin
from docling_core.types.legacy_doc.base import BaseCell, BaseText, Ref, Table
from docling.datamodel.document import ConversionResult, Page
_log = logging.g... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/utils/accelerator_utils.py | docling/utils/accelerator_utils.py | import logging
from typing import List, Optional
from docling.datamodel.accelerator_options import AcceleratorDevice
_log = logging.getLogger(__name__)
def decide_device(
accelerator_device: str, supported_devices: Optional[List[AcceleratorDevice]] = None
) -> str:
r"""
Resolve the device based on the a... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/utils/glm_utils.py | docling/utils/glm_utils.py | import re
from pathlib import Path
from typing import List
import pandas as pd
from docling_core.types.doc import (
BoundingBox,
CoordOrigin,
DocItemLabel,
DoclingDocument,
DocumentOrigin,
GroupLabel,
ProvenanceItem,
Size,
TableCell,
TableData,
)
from docling_core.types.doc.docu... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/utils/ocr_utils.py | docling/utils/ocr_utils.py | from typing import Optional, Tuple
from docling_core.types.doc import BoundingBox, CoordOrigin
from docling_core.types.doc.page import BoundingRectangle
from docling.utils.orientation import CLIPPED_ORIENTATIONS, rotate_bounding_box
def map_tesseract_script(script: str) -> str:
r""" """
if script == "Kataka... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/utils/utils.py | docling/utils/utils.py | import hashlib
from io import BytesIO
from itertools import islice
from pathlib import Path
from typing import List, Union
import requests
from tqdm import tqdm
def chunkify(iterator, chunk_size):
"""Yield successive chunks of chunk_size from the iterable."""
if isinstance(iterator, List):
iterator =... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/utils/model_downloader.py | docling/utils/model_downloader.py | import logging
from pathlib import Path
from typing import Optional
from docling.datamodel.layout_model_specs import DOCLING_LAYOUT_V2
from docling.datamodel.pipeline_options import (
LayoutOptions,
granite_picture_description,
smolvlm_picture_description,
)
from docling.datamodel.settings import settings
... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/utils/__init__.py | docling/utils/__init__.py | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false | |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/utils/locks.py | docling/utils/locks.py | import threading
pypdfium2_lock = threading.Lock()
| python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/utils/profiling.py | docling/utils/profiling.py | import time
from datetime import datetime
from enum import Enum
from typing import TYPE_CHECKING, List
import numpy as np
from pydantic import BaseModel
from docling.datamodel.settings import settings
if TYPE_CHECKING:
from docling.datamodel.document import ConversionResult
class ProfilingScope(str, Enum):
... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/utils/orientation.py | docling/utils/orientation.py | from typing import Tuple
from docling_core.types.doc import BoundingBox, CoordOrigin
from docling_core.types.doc.page import BoundingRectangle
CLIPPED_ORIENTATIONS = [0, 90, 180, 270]
def rotate_bounding_box(
bbox: BoundingBox, angle: int, im_size: Tuple[int, int]
) -> BoundingRectangle:
# The box is left t... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/utils/visualization.py | docling/utils/visualization.py | from docling_core.types.doc import DocItemLabel
from PIL import Image, ImageDraw, ImageFont
from PIL.ImageFont import FreeTypeFont
from docling.datamodel.base_models import Cluster
def draw_clusters(
image: Image.Image, clusters: list[Cluster], scale_x: float, scale_y: float
) -> None:
"""
Draw clusters ... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/image_backend.py | docling/backend/image_backend.py | import logging
from io import BytesIO
from pathlib import Path
from typing import Iterable, List, Optional, Union
from docling_core.types.doc import BoundingBox, CoordOrigin
from docling_core.types.doc.page import (
BoundingRectangle,
PdfPageBoundaryType,
PdfPageGeometry,
SegmentedPdfPage,
TextCell... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/docling_parse_v4_backend.py | docling/backend/docling_parse_v4_backend.py | import logging
from collections.abc import Iterable
from io import BytesIO
from pathlib import Path
from typing import TYPE_CHECKING, Optional, Union
import pypdfium2 as pdfium
from docling_core.types.doc import BoundingBox, CoordOrigin
from docling_core.types.doc.page import SegmentedPdfPage, TextCell
from docling_pa... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/md_backend.py | docling/backend/md_backend.py | import logging
import re
import warnings
from copy import deepcopy
from enum import Enum
from html import unescape
from io import BytesIO
from pathlib import Path
from typing import Literal, Optional, Union, cast
import marko
import marko.element
import marko.inline
from docling_core.types.doc import (
ContentLaye... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/msexcel_backend.py | docling/backend/msexcel_backend.py | import logging
from io import BytesIO
from pathlib import Path
from typing import Annotated, Any, Optional, Union, cast
from docling_core.types.doc import (
BoundingBox,
ContentLayer,
CoordOrigin,
DocItem,
DocItemLabel,
DoclingDocument,
DocumentOrigin,
GroupLabel,
ImageRef,
Prov... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/abstract_backend.py | docling/backend/abstract_backend.py | from abc import ABC, abstractmethod
from io import BytesIO
from pathlib import Path
from typing import TYPE_CHECKING, Union
from docling_core.types.doc import DoclingDocument
from docling.datamodel.backend_options import (
BackendOptions,
BaseBackendOptions,
DeclarativeBackendOptions,
)
if TYPE_CHECKING:... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/docling_parse_backend.py | docling/backend/docling_parse_backend.py | import logging
import random
from collections.abc import Iterable
from io import BytesIO
from pathlib import Path
from typing import List, Optional, Union
import pypdfium2 as pdfium
from docling_core.types.doc import BoundingBox, CoordOrigin, Size
from docling_core.types.doc.page import (
BoundingRectangle,
Se... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/docling_parse_v2_backend.py | docling/backend/docling_parse_v2_backend.py | import logging
import random
from collections.abc import Iterable
from io import BytesIO
from pathlib import Path
from typing import TYPE_CHECKING, List, Optional, Union
import pypdfium2 as pdfium
from docling_core.types.doc import BoundingBox, CoordOrigin
from docling_core.types.doc.page import (
BoundingRectangl... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/msword_backend.py | docling/backend/msword_backend.py | import logging
import re
from copy import deepcopy
from io import BytesIO
from pathlib import Path
from typing import Any, Callable, Final, Optional, Union
from docling_core.types.doc import (
ContentLayer,
DocItemLabel,
DoclingDocument,
DocumentOrigin,
GroupLabel,
ImageRef,
ListGroup,
... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | true |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/noop_backend.py | docling/backend/noop_backend.py | import logging
from io import BytesIO
from pathlib import Path
from typing import Set, Union
from docling.backend.abstract_backend import AbstractDocumentBackend
from docling.datamodel.base_models import InputFormat
from docling.datamodel.document import InputDocument
_log = logging.getLogger(__name__)
class NoOpBa... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/html_backend.py | docling/backend/html_backend.py | import base64
import logging
import os
import re
import warnings
from contextlib import contextmanager
from copy import deepcopy
from io import BytesIO
from pathlib import Path
from typing import Final, Optional, Union, cast
from urllib.parse import urljoin, urlparse
import requests
from bs4 import BeautifulSoup, Navi... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | true |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/asciidoc_backend.py | docling/backend/asciidoc_backend.py | import logging
import re
from io import BytesIO
from pathlib import Path
from typing import Final, Union
from docling_core.types.doc import (
DocItemLabel,
DoclingDocument,
DocumentOrigin,
GroupItem,
GroupLabel,
ImageRef,
Size,
TableCell,
TableData,
)
from docling.backend.abstract_... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/pdf_backend.py | docling/backend/pdf_backend.py | from abc import ABC, abstractmethod
from collections.abc import Iterable
from io import BytesIO
from pathlib import Path
from typing import Optional, Set, Union
from docling_core.types.doc import BoundingBox, Size
from docling_core.types.doc.page import SegmentedPdfPage, TextCell
from PIL import Image
from docling.ba... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/__init__.py | docling/backend/__init__.py | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false | |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/mets_gbs_backend.py | docling/backend/mets_gbs_backend.py | """Backend for GBS Google Books schema."""
import logging
import tarfile
from collections.abc import Iterable
from dataclasses import dataclass
from enum import Enum
from io import BytesIO
from pathlib import Path
from typing import TYPE_CHECKING, Dict, List, Optional, Set, Tuple, Union
from docling_core.types.doc im... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/csv_backend.py | docling/backend/csv_backend.py | import csv
import logging
import warnings
from io import BytesIO, StringIO
from pathlib import Path
from typing import Set, Union
from docling_core.types.doc import DoclingDocument, DocumentOrigin, TableCell, TableData
from docling.backend.abstract_backend import DeclarativeDocumentBackend
from docling.datamodel.base... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/webvtt_backend.py | docling/backend/webvtt_backend.py | import logging
import re
from io import BytesIO
from pathlib import Path
from typing import Annotated, ClassVar, Literal, Optional, Union, cast
from docling_core.types.doc import (
ContentLayer,
DocItemLabel,
DoclingDocument,
DocumentOrigin,
Formatting,
GroupLabel,
NodeItem,
)
from pydantic... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/pypdfium2_backend.py | docling/backend/pypdfium2_backend.py | import logging
import random
from collections.abc import Iterable
from io import BytesIO
from pathlib import Path
from typing import TYPE_CHECKING, List, Optional, Union
import pypdfium2 as pdfium
import pypdfium2.raw as pdfium_c
from docling_core.types.doc import BoundingBox, CoordOrigin, Size
from docling_core.types... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/mspowerpoint_backend.py | docling/backend/mspowerpoint_backend.py | import logging
from io import BytesIO
from pathlib import Path
from typing import Union
from docling_core.types.doc import (
BoundingBox,
CoordOrigin,
DocItemLabel,
DoclingDocument,
DocumentOrigin,
GroupLabel,
ImageRef,
ProvenanceItem,
Size,
TableCell,
TableData,
)
from docl... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/xml/__init__.py | docling/backend/xml/__init__.py | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false | |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/xml/jats_backend.py | docling/backend/xml/jats_backend.py | import logging
import traceback
from io import BytesIO
from pathlib import Path
from typing import Final, Optional, Union, cast
from bs4 import BeautifulSoup, NavigableString, Tag
from docling_core.types.doc import (
DocItemLabel,
DoclingDocument,
DocumentOrigin,
GroupItem,
GroupLabel,
NodeItem... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/xml/uspto_backend.py | docling/backend/xml/uspto_backend.py | """Backend to parse patents from the United States Patent Office (USPTO).
The parsers included in this module can handle patent grants published since 1976 and
patent applications since 2001.
The original files can be found in https://bulkdata.uspto.gov.
"""
import html
import logging
import re
import xml.sax
import ... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | true |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/json/docling_json_backend.py | docling/backend/json/docling_json_backend.py | from io import BytesIO
from pathlib import Path
from typing import Union
from docling_core.types.doc import DoclingDocument
from typing_extensions import override
from docling.backend.abstract_backend import DeclarativeDocumentBackend
from docling.datamodel.base_models import InputFormat
from docling.datamodel.docume... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/json/__init__.py | docling/backend/json/__init__.py | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false | |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/docx/__init__.py | docling/backend/docx/__init__.py | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false | |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/docx/latex/omml.py | docling/backend/docx/latex/omml.py | """
Office Math Markup Language (OMML)
Adapted from https://github.com/xiilei/dwml/blob/master/dwml/omml.py
On 23/01/2025
"""
import logging
import lxml.etree as ET
from pylatexenc.latexencode import UnicodeToLatexEncoder
from docling.backend.docx.latex.latex_dict import (
ALN,
ARR,
BACKSLASH,
BLANK... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/docx/latex/latex_dict.py | docling/backend/docx/latex/latex_dict.py | """
Adapted from https://github.com/xiilei/dwml/blob/master/dwml/latex_dict.py
On 23/01/2025
"""
CHARS = ("{", "}", "_", "^", "#", "&", "$", "%", "~")
BLANK = ""
BACKSLASH = "\\"
ALN = "&"
CHR = {
# Unicode : Latex Math Symbols
# Top accents
"\u0300": "\\grave{{{0}}}",
"\u0301": "\\acute{{{0}}}",
... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/docx/latex/__init__.py | docling/backend/docx/latex/__init__.py | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false | |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/backend/docx/drawingml/utils.py | docling/backend/docx/drawingml/utils.py | import os
import shutil
import subprocess
from pathlib import Path
from tempfile import mkdtemp
from typing import Callable, Optional
import pypdfium2
from docx.document import Document
from PIL import Image, ImageChops
def get_libreoffice_cmd(raise_if_unavailable: bool = False) -> Optional[str]:
"""Return the l... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/experimental/__init__.py | docling/experimental/__init__.py | """Experimental modules for Docling.
This package contains experimental features that are under development
and may change or be removed in future versions.
"""
| python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/experimental/datamodel/table_crops_layout_options.py | docling/experimental/datamodel/table_crops_layout_options.py | """Internal options for the experimental TableCrops layout model."""
from typing import ClassVar
from docling.datamodel.pipeline_options import BaseLayoutOptions
__all__ = ["TableCropsLayoutOptions"]
class TableCropsLayoutOptions(BaseLayoutOptions):
"""Options for TableCropsLayoutModel (internal-only)."""
... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/experimental/datamodel/__init__.py | docling/experimental/datamodel/__init__.py | """Experimental datamodel modules."""
| python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/experimental/datamodel/threaded_layout_vlm_pipeline_options.py | docling/experimental/datamodel/threaded_layout_vlm_pipeline_options.py | """Options for the threaded layout+VLM pipeline."""
from typing import Union
from pydantic import model_validator
from docling.datamodel.layout_model_specs import DOCLING_LAYOUT_HERON
from docling.datamodel.pipeline_options import LayoutOptions, PaginatedPipelineOptions
from docling.datamodel.pipeline_options_vlm_mo... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/experimental/models/__init__.py | docling/experimental/models/__init__.py | """Experimental models for Docling."""
__all__: list[str] = []
| python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/experimental/models/table_crops_layout_model.py | docling/experimental/models/table_crops_layout_model.py | """Internal TableCrops layout model that marks full pages as table clusters."""
from __future__ import annotations
import warnings
from collections.abc import Sequence
from pathlib import Path
from typing import Optional
import numpy as np
from docling_core.types.doc import DocItemLabel
from docling.datamodel.accel... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/experimental/pipeline/threaded_layout_vlm_pipeline.py | docling/experimental/pipeline/threaded_layout_vlm_pipeline.py | """Threaded Layout+VLM Pipeline
================================
A specialized two-stage threaded pipeline that combines layout model preprocessing
with VLM processing. The layout model detects document elements and coordinates,
which are then injected into the VLM prompt for enhanced structured output.
"""
from __fut... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/experimental/pipeline/__init__.py | docling/experimental/pipeline/__init__.py | """Experimental pipeline modules."""
| python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/cli/models.py | docling/cli/models.py | import logging
import warnings
from enum import Enum
from pathlib import Path
from typing import Annotated, Optional
import typer
from rich.console import Console
from rich.logging import RichHandler
from docling.datamodel.settings import settings
from docling.models.utils.hf_model_download import download_hf_model
f... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/cli/tools.py | docling/cli/tools.py | import typer
from docling.cli.models import app as models_app
app = typer.Typer(
name="Docling helpers",
no_args_is_help=True,
add_completion=False,
pretty_exceptions_enable=False,
)
app.add_typer(models_app, name="models")
click_app = typer.main.get_command(app)
if __name__ == "__main__":
app(... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/cli/main.py | docling/cli/main.py | import importlib
import logging
import platform
import re
import sys
import tempfile
import time
import warnings
from collections.abc import Iterable
from pathlib import Path
from typing import Annotated, Dict, List, Optional, Type
import rich.table
import typer
from docling_core.transforms.serializer.html import (
... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | true |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/cli/__init__.py | docling/cli/__init__.py | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false | |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/chunking/__init__.py | docling/chunking/__init__.py | #
# Copyright IBM Corp. 2024 - 2024
# SPDX-License-Identifier: MIT
#
from docling_core.transforms.chunker.base import BaseChunk, BaseChunker, BaseMeta
from docling_core.transforms.chunker.hierarchical_chunker import (
DocChunk,
DocMeta,
HierarchicalChunker,
)
from docling_core.transforms.chunker.hybrid_chu... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/pipeline/extraction_vlm_pipeline.py | docling/pipeline/extraction_vlm_pipeline.py | import inspect
import json
import logging
from typing import Optional
from PIL.Image import Image
from pydantic import BaseModel
from docling.backend.abstract_backend import PaginatedDocumentBackend
from docling.backend.pdf_backend import PdfDocumentBackend
from docling.datamodel.base_models import ConversionStatus, ... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/pipeline/standard_pdf_pipeline.py | docling/pipeline/standard_pdf_pipeline.py | """Thread-safe, production-ready PDF pipeline
================================================
A self-contained, thread-safe PDF conversion pipeline exploiting parallelism between pipeline stages and models.
* **Per-run isolation** - every :py:meth:`execute` call uses its own bounded queues and worker
threads so tha... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | true |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/pipeline/threaded_standard_pdf_pipeline.py | docling/pipeline/threaded_standard_pdf_pipeline.py | from docling.pipeline.standard_pdf_pipeline import StandardPdfPipeline
class ThreadedStandardPdfPipeline(StandardPdfPipeline):
"""Backwards compatible import for ThreadedStandardPdfPipeline."""
| python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/pipeline/vlm_pipeline.py | docling/pipeline/vlm_pipeline.py | import logging
import re
from io import BytesIO
from pathlib import Path
from typing import List, Optional, Union, cast
from docling_core.types.doc import (
BoundingBox,
ContentLayer,
DocItem,
DoclingDocument,
ImageRef,
PictureItem,
ProvenanceItem,
TextItem,
)
from docling_core.types.do... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/pipeline/__init__.py | docling/pipeline/__init__.py | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false | |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/pipeline/legacy_standard_pdf_pipeline.py | docling/pipeline/legacy_standard_pdf_pipeline.py | import logging
import warnings
from pathlib import Path
from typing import Optional, cast
import numpy as np
from docling_core.types.doc import DocItem, ImageRef, PictureItem, TableItem
from docling.backend.abstract_backend import AbstractDocumentBackend
from docling.backend.pdf_backend import PdfDocumentBackend
from... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/pipeline/asr_pipeline.py | docling/pipeline/asr_pipeline.py | import logging
import os
import re
import sys
import tempfile
from io import BytesIO
from pathlib import Path
from typing import TYPE_CHECKING, List, Optional, Union, cast
from docling_core.types.doc import DoclingDocument, DocumentOrigin
# import whisper # type: ignore
# import librosa
# import numpy as np
# import... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/pipeline/base_extraction_pipeline.py | docling/pipeline/base_extraction_pipeline.py | import logging
from abc import ABC, abstractmethod
from pathlib import Path
from typing import Optional
from docling.datamodel.base_models import ConversionStatus, ErrorItem
from docling.datamodel.document import InputDocument
from docling.datamodel.extraction import ExtractionResult, ExtractionTemplateType
from docli... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/pipeline/base_pipeline.py | docling/pipeline/base_pipeline.py | import functools
import logging
import time
import traceback
from abc import ABC, abstractmethod
from collections.abc import Iterable
from pathlib import Path
from typing import Any, Callable, List, Optional
from docling_core.types.doc import NodeItem
from docling.backend.abstract_backend import (
AbstractDocumen... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
docling-project/docling | https://github.com/docling-project/docling/blob/7a4593f41f14ffce3871b11a92fdd56d391ffcd0/docling/pipeline/simple_pipeline.py | docling/pipeline/simple_pipeline.py | import logging
from docling.backend.abstract_backend import (
AbstractDocumentBackend,
DeclarativeDocumentBackend,
)
from docling.datamodel.base_models import ConversionStatus
from docling.datamodel.document import ConversionResult
from docling.datamodel.pipeline_options import ConvertPipelineOptions
from docl... | python | MIT | 7a4593f41f14ffce3871b11a92fdd56d391ffcd0 | 2026-01-04T14:39:31.148558Z | false |
psf/black | https://github.com/psf/black/blob/c3cc5a95d4f72e6ccc27ebae23344fce8cc70786/scripts/make_width_table.py | scripts/make_width_table.py | """Generates a width table for Unicode characters.
This script generates a width table for Unicode characters that are not
narrow (width 1). The table is written to src/black/_width_table.py (note
that although this file is generated, it is checked into Git) and is used
by the char_width() function in src/black/string... | python | MIT | c3cc5a95d4f72e6ccc27ebae23344fce8cc70786 | 2026-01-04T14:40:23.735327Z | false |
psf/black | https://github.com/psf/black/blob/c3cc5a95d4f72e6ccc27ebae23344fce8cc70786/scripts/migrate-black.py | scripts/migrate-black.py | #!/usr/bin/env python3
# check out every commit added by the current branch, blackify them,
# and generate diffs to reconstruct the original commits, but then
# blackified
import logging
import os
import sys
from subprocess import PIPE, Popen, check_output, run
def git(*args: str) -> str:
return check_output(["gi... | python | MIT | c3cc5a95d4f72e6ccc27ebae23344fce8cc70786 | 2026-01-04T14:40:23.735327Z | false |
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