diff --git a/docling/backend/msexcel_backend.py b/docling/backend/msexcel_backend.py
new file mode 100644
index 0000000..5258c40
--- /dev/null
+++ b/docling/backend/msexcel_backend.py
@@ -0,0 +1,316 @@
+import logging
+from io import BytesIO
+from pathlib import Path
+from typing import Set, Tuple, Union
+
+from docling_core.types.doc import (
+    DocItemLabel,
+    DoclingDocument,
+    DocumentOrigin,
+    GroupLabel,
+    ImageRef,
+    TableCell,
+    TableData,
+)
+from lxml import etree
+from openpyxl import Workbook, load_workbook
+from openpyxl.cell.cell import Cell
+from openpyxl.drawing.image import Image
+from openpyxl.worksheet.worksheet import Worksheet
+
+from docling.backend.abstract_backend import DeclarativeDocumentBackend
+from docling.datamodel.base_models import InputFormat
+from docling.datamodel.document import InputDocument
+
+_log = logging.getLogger(__name__)
+
+
+class MsExcelDocumentBackend(DeclarativeDocumentBackend):
+
+    def __init__(self, in_doc: "InputDocument", path_or_stream: Union[BytesIO, Path]):
+        super().__init__(in_doc, path_or_stream)
+
+        # Initialise the parents for the hierarchy
+        self.max_levels = 10
+
+        self.parents = {}  # type: ignore
+        for i in range(-1, self.max_levels):
+            self.parents[i] = None
+
+        self.workbook = None
+        try:
+            if isinstance(self.path_or_stream, BytesIO):
+                self.workbook = load_workbook(filename=self.path_or_stream)
+
+            elif isinstance(self.path_or_stream, Path):
+                self.workbook = load_workbook(filename=str(self.path_or_stream))
+
+            self.valid = True
+        except Exception as e:
+            self.valid = False
+
+            raise RuntimeError(
+                f"MsPowerpointDocumentBackend could not load document with hash {self.document_hash}"
+            ) from e
+
+    def is_valid(self) -> bool:
+        _log.info(f"valid: {self.valid}")
+        return self.valid
+
+    @classmethod
+    def supports_pagination(cls) -> bool:
+        return True
+
+    def unload(self):
+        if isinstance(self.path_or_stream, BytesIO):
+            self.path_or_stream.close()
+
+        self.path_or_stream = None
+
+    @classmethod
+    def supported_formats(cls) -> Set[InputFormat]:
+        return {InputFormat.XLSX}
+
+    def convert(self) -> DoclingDocument:
+        # Parses the DOCX into a structured document model.
+
+        origin = DocumentOrigin(
+            filename=self.file.name or "file",
+            mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
+            binary_hash=self.document_hash,
+        )
+
+        doc = DoclingDocument(name=self.file.stem or "file", origin=origin)
+
+        if self.is_valid():
+            doc = self.convert_workbook(doc)
+        else:
+            raise RuntimeError(
+                f"Cannot convert doc with {self.document_hash} because the backend failed to init."
+            )
+
+        return doc
+
+    def get_level(self) -> int:
+        """Return the first None index."""
+        for k, v in self.parents.items():
+            if k >= 0 and v == None:
+                return k
+        return 0
+
+    def convert_workbook(self, doc: DoclingDocument) -> DoclingDocument:
+
+        if self.workbook is not None:
+
+            # Iterate over all sheets
+            for sheet_name in self.workbook.sheetnames:
+                _log.info(f"Processing sheet: {sheet_name}")
+
+                sheet = self.workbook[sheet_name]  # Access the sheet by name
+
+                # level = self.get_level()
+                self.parents[0] = doc.add_group(
+                    parent=None,  # self.parents[level-1],
+                    label=GroupLabel.SECTION,
+                    name=f"sheet: {sheet_name}",
+                )
+
+                doc = self.convert_sheet(doc, sheet)
+        else:
+            _log.error("Workbook is not initialized.")
+
+        return doc
+
+    def convert_sheet(self, doc: DoclingDocument, sheet: Worksheet):
+
+        doc = self.find_tables_in_sheet(doc, sheet)
+
+        doc = self.find_images_in_sheet(doc, sheet)
+
+        return doc
+
+    def find_tables_in_sheet(self, doc: DoclingDocument, sheet: Worksheet):
+
+        tables = self.find_data_tables(sheet)
+
+        for excel_table in tables:
+            num_rows = excel_table["num_rows"]
+            num_cols = excel_table["num_cols"]
+
+            table_data = TableData(
+                num_rows=num_rows,
+                num_cols=num_cols,
+                table_cells=[],
+            )
+
+            for excel_cell in excel_table["data"]:
+
+                cell = TableCell(
+                    text=str(excel_cell["cell"].value),
+                    row_span=excel_cell["row_span"],
+                    col_span=excel_cell["col_span"],
+                    start_row_offset_idx=excel_cell["row"],
+                    end_row_offset_idx=excel_cell["row"] + excel_cell["row_span"],
+                    start_col_offset_idx=excel_cell["col"],
+                    end_col_offset_idx=excel_cell["col"] + excel_cell["col_span"],
+                    col_header=False,  # col_header,
+                    row_header=False,  # ((not col_header) and html_cell.name=='th')
+                )
+                table_data.table_cells.append(cell)
+
+            doc.add_table(data=table_data, parent=self.parents[0])
+
+        return doc
+
+    def find_data_tables(self, sheet: Worksheet):
+        """
+        Find all compact rectangular data tables in a sheet.
+        """
+
+        tables = []  # List to store found tables
+        visited: set[Tuple[int, int]] = set()  # Track already visited cells
+
+        # Iterate over all cells in the sheet
+        for ri, row in enumerate(sheet.iter_rows(values_only=False)):
+            for rj, cell in enumerate(row):
+
+                # Skip empty or already visited cells
+                if cell.value is None or (ri, rj) in visited:
+                    continue
+
+                # If the cell starts a new table, find its bounds
+                table_bounds, visited_cells = self.find_table_bounds(
+                    sheet, ri, rj, visited
+                )
+
+                visited.update(visited_cells)  # Mark these cells as visited
+                tables.append(table_bounds)
+
+        return tables
+
+    def find_table_bounds(
+        self,
+        sheet: Worksheet,
+        start_row: int,
+        start_col: int,
+        visited: set[Tuple[int, int]],
+    ):
+        """
+        Determine the bounds of a compact rectangular table.
+        Returns:
+        - A dictionary with the bounds and data.
+        - A set of visited cell coordinates.
+        """
+        _log.info("find_table_bounds")
+
+        max_row = start_row
+        max_col = start_col
+
+        # Expand downward to find the table's bottom boundary
+        while (
+            max_row < sheet.max_row - 1
+            and sheet.cell(row=max_row + 2, column=start_col + 1).value is not None
+        ):
+            max_row += 1
+
+        # Expand rightward to find the table's right boundary
+        while (
+            max_col < sheet.max_column - 1
+            and sheet.cell(row=start_row + 1, column=max_col + 2).value is not None
+        ):
+            max_col += 1
+
+        # Collect the data within the bounds
+        data = []
+        visited_cells = set()
+        for ri in range(start_row, max_row + 1):
+            # row_data = []
+            for rj in range(start_col, max_col + 1):
+
+                cell = sheet.cell(row=ri + 1, column=rj + 1)  # 1-based indexing
+
+                # Check if the cell belongs to a merged range
+                row_span = 1
+                col_span = 1
+                for merged_range in sheet.merged_cells.ranges:
+                    if (ri + 1, rj + 1) in merged_range:
+                        # Calculate the spans
+                        row_span = merged_range.max_row - merged_range.min_row + 1
+                        col_span = merged_range.max_col - merged_range.min_col + 1
+                        break
+
+                data.append(
+                    {
+                        "row": ri - start_row,
+                        "col": rj - start_col,
+                        "cell": cell,
+                        "row_span": row_span,
+                        "col_span": col_span,
+                    }
+                )
+
+                # Mark all cells in the span as visited
+                for span_row in range(ri, ri + row_span):
+                    for span_col in range(rj, rj + col_span):
+                        visited_cells.add((span_row, span_col))
+
+        return {
+            "beg_row": start_row,
+            "beg_col": start_col,
+            "end_row": max_row,
+            "end_col": max_col,
+            "num_rows": max_row + 1 - start_row,
+            "num_cols": max_col + 1 - start_col,
+            "data": data,
+        }, visited_cells
+
+    def find_images_in_sheet(
+        self, doc: DoclingDocument, sheet: Worksheet
+    ) -> DoclingDocument:
+
+        # FIXME: mypy does not agree with _images ...
+        """
+        # Iterate over images in the sheet
+        for idx, image in enumerate(sheet._images):  # Access embedded images
+
+            image_bytes = BytesIO(image.ref.blob)
+            pil_image = Image.open(image_bytes)
+
+            doc.add_picture(
+                parent=self.parents[0],
+                image=ImageRef.from_pil(image=pil_image, dpi=72),
+                caption=None,
+            )
+        """
+
+        # FIXME: mypy does not agree with _charts ...
+        """
+        for idx, chart in enumerate(sheet._charts):  # Access embedded charts
+            chart_path = f"chart_{idx + 1}.png"
+            _log.info(
+                f"Chart found, but dynamic rendering is required for: {chart_path}"
+            )
+
+            _log.info(f"Chart {idx + 1}:")
+        
+            # Chart type
+            _log.info(f"Type: {type(chart).__name__}")
+            
+            # Title
+            if chart.title:
+                _log.info(f"Title: {chart.title}")
+            else:
+                _log.info("No title")
+            
+            # Data series
+            for series in chart.series:
+                _log.info(" => series ...")
+                _log.info(f"Data Series: {series.title}")
+                _log.info(f"Values: {series.values}")
+                _log.info(f"Categories: {series.categories}")
+                
+            # Position
+            # _log.info(f"Anchor Cell: {chart.anchor}")
+        """
+
+        return doc
diff --git a/docling/datamodel/base_models.py b/docling/datamodel/base_models.py
index d06b609..311d6d0 100644
--- a/docling/datamodel/base_models.py
+++ b/docling/datamodel/base_models.py
@@ -32,6 +32,7 @@ class InputFormat(str, Enum):
     PDF = "pdf"
     ASCIIDOC = "asciidoc"
     MD = "md"
+    XLSX = "xlsx"
 
 
 class OutputFormat(str, Enum):
@@ -49,6 +50,7 @@ class OutputFormat(str, Enum):
     InputFormat.HTML: ["html", "htm", "xhtml"],
     InputFormat.IMAGE: ["jpg", "jpeg", "png", "tif", "tiff", "bmp"],
     InputFormat.ASCIIDOC: ["adoc", "asciidoc", "asc"],
+    InputFormat.XLSX: ["xlsx"],
 }
 
 FormatToMimeType: Dict[InputFormat, List[str]] = {
@@ -72,7 +74,11 @@ class OutputFormat(str, Enum):
     InputFormat.PDF: ["application/pdf"],
     InputFormat.ASCIIDOC: ["text/asciidoc"],
     InputFormat.MD: ["text/markdown", "text/x-markdown"],
+    InputFormat.XLSX: [
+        "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"
+    ],
 }
+
 MimeTypeToFormat = {
     mime: fmt for fmt, mimes in FormatToMimeType.items() for mime in mimes
 }
diff --git a/docling/document_converter.py b/docling/document_converter.py
index f2d29e6..4e436d0 100644
--- a/docling/document_converter.py
+++ b/docling/document_converter.py
@@ -12,6 +12,7 @@
 from docling.backend.docling_parse_backend import DoclingParseDocumentBackend
 from docling.backend.html_backend import HTMLDocumentBackend
 from docling.backend.md_backend import MarkdownDocumentBackend
+from docling.backend.msexcel_backend import MsExcelDocumentBackend
 from docling.backend.mspowerpoint_backend import MsPowerpointDocumentBackend
 from docling.backend.msword_backend import MsWordDocumentBackend
 from docling.datamodel.base_models import ConversionStatus, DocumentStream, InputFormat
@@ -44,6 +45,11 @@ def set_optional_field_default(self) -> "FormatOption":
         return self
 
 
+class ExcelFormatOption(FormatOption):
+    pipeline_cls: Type = SimplePipeline
+    backend: Type[AbstractDocumentBackend] = MsExcelDocumentBackend
+
+
 class WordFormatOption(FormatOption):
     pipeline_cls: Type = SimplePipeline
     backend: Type[AbstractDocumentBackend] = MsWordDocumentBackend
@@ -80,6 +86,9 @@ class ImageFormatOption(FormatOption):
 
 
 _format_to_default_options = {
+    InputFormat.XLSX: FormatOption(
+        pipeline_cls=SimplePipeline, backend=MsExcelDocumentBackend
+    ),
     InputFormat.DOCX: FormatOption(
         pipeline_cls=SimplePipeline, backend=MsWordDocumentBackend
     ),
diff --git a/poetry.lock b/poetry.lock
index 6d70eb5..40995b3 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -13,112 +13,98 @@ files = [
 
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 name = "aiohttp"
-version = "3.10.10"
+version = "3.11.2"
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+python-versions = ">=3.9"
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 [package.dependencies]
 aiohappyeyeballs = ">=2.3.0"
 aiosignal = ">=1.1.2"
-async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
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 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-yarl = ">=1.12.0,<2.0"
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+yarl = ">=1.17.0,<2.0"
 
 [package.extras]
 speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
@@ -196,8 +182,8 @@ files = [
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 typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
 wrapt = [
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     {version = ">=1.14,<2", markers = "python_version >= \"3.11\""},
+    {version = ">=1.11,<2", markers = "python_version < \"3.11\""},
 ]
 
 [[package]]
@@ -220,13 +206,13 @@ test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
 
 [[package]]
 name = "async-timeout"
-version = "4.0.3"
+version = "5.0.1"
 description = "Timeout context manager for asyncio programs"
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 ]
 
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 ]
 
 [[package]]
@@ -839,8 +825,8 @@ files = [
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 docutils = "!=0.21"
 numpy = [
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     {version = ">=2.0.2,<3.0.0", markers = "python_version >= \"3.13\""},
+    {version = ">=1.26.4,<2.0.0", markers = "python_version >= \"3.9\" and python_version < \"3.13\""},
 ]
 pandas = {version = ">=2.1.4,<3.0.0", markers = "python_version >= \"3.9\""}
 python-dotenv = ">=1.0.0,<2.0.0"
@@ -893,13 +879,13 @@ files = [
 
 [[package]]
 name = "docling-core"
-version = "2.3.0"
+version = "2.3.2"
 description = "A python library to define and validate data types in Docling."
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
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 ]
 
 [package.dependencies]
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 mean_average_precision = ">=2021.4.26.0,<2022.0.0.0"
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     {version = ">=2.1.0,<3.0.0", markers = "python_version >= \"3.13\""},
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 ]
 opencv-python-headless = ">=4.6.0.66,<5.0.0.0"
 Pillow = ">=10.0.0,<11.0.0"
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 [[package]]
 name = "docling-parse"
-version = "2.0.2"
+version = "2.0.4"
 description = "Simple package to extract text with coordinates from programmatic PDFs"
 optional = false
 python-versions = "<4.0,>=3.9"
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 ]
 
 [package.dependencies]
@@ -1046,6 +1032,17 @@ django = ["dj-database-url", "dj-email-url", "django-cache-url"]
 lint = ["flake8 (==4.0.1)", "flake8-bugbear (==21.9.2)", "mypy (==0.910)", "pre-commit (>=2.4,<3.0)"]
 tests = ["dj-database-url", "dj-email-url", "django-cache-url", "pytest"]
 
+[[package]]
+name = "et-xmlfile"
+version = "2.0.0"
+description = "An implementation of lxml.xmlfile for the standard library"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.2.2"
@@ -1356,70 +1353,70 @@ test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit",
 
 [[package]]
 name = "grpcio"
-version = "1.67.1"
+version = "1.68.0"
 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
-protobuf = ["grpcio-tools (>=1.67.1)"]
+protobuf = ["grpcio-tools (>=1.68.0)"]
 
 [[package]]
 name = "h11"
@@ -1434,13 +1431,13 @@ files = [
 
 [[package]]
 name = "httpcore"
-version = "1.0.6"
+version = "1.0.7"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "httpcore-1.0.6-py3-none-any.whl", hash = "sha256:27b59625743b85577a8c0e10e55b50b5368a4f2cfe8cc7bcfa9cf00829c2682f"},
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+    {file = "httpcore-1.0.7-py3-none-any.whl", hash = "sha256:a3fff8f43dc260d5bd363d9f9cf1830fa3a458b332856f34282de498ed420edd"},
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 ]
 
 [package.dependencies]
@@ -1514,13 +1511,13 @@ typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "t
 
 [[package]]
 name = "identify"
-version = "2.6.1"
+version = "2.6.2"
 description = "File identification library for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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+    {file = "identify-2.6.2.tar.gz", hash = "sha256:fab5c716c24d7a789775228823797296a2994b075fb6080ac83a102772a98cbd"},
 ]
 
 [package.extras]
@@ -1784,22 +1781,22 @@ type = ["pytest-mypy"]
 
 [[package]]
 name = "jedi"
-version = "0.19.1"
+version = "0.19.2"
 description = "An autocompletion tool for Python that can be used for text editors."
 optional = false
 python-versions = ">=3.6"
 files = [
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+    {file = "jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0"},
 ]
 
 [package.dependencies]
-parso = ">=0.8.3,<0.9.0"
+parso = ">=0.8.4,<0.9.0"
 
 [package.extras]
 docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
 qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
-testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+testing = ["Django", "attrs", "colorama", "docopt", "pytest (<9.0.0)"]
 
 [[package]]
 name = "jeepney"
@@ -2053,13 +2050,13 @@ type = ["pygobject-stubs", "pytest-mypy", "shtab", "types-pywin32"]
 
 [[package]]
 name = "langchain-core"
-version = "0.2.41"
+version = "0.2.43"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_core-0.2.41-py3-none-any.whl", hash = "sha256:3278fda5ba9a05defae8bb19f1226032add6aab21917db7b3bc74e750e263e84"},
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+    {file = "langchain_core-0.2.43.tar.gz", hash = "sha256:42c2ef6adedb911f4254068b6adc9eb4c4075f6c8cb3d83590d3539a815695f5"},
 ]
 
 [package.dependencies]
@@ -2067,8 +2064,8 @@ jsonpatch = ">=1.33,<2.0"
 langsmith = ">=0.1.112,<0.2.0"
 packaging = ">=23.2,<25"
 pydantic = [
-    {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""},
     {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""},
+    {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""},
 ]
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
@@ -2094,13 +2091,13 @@ transformers = ">=4.39.0"
 
 [[package]]
 name = "langchain-milvus"
-version = "0.1.6"
+version = "0.1.7"
 description = "An integration package connecting Milvus and LangChain"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -2123,21 +2120,21 @@ langchain-core = ">=0.2.38,<0.3.0"
 
 [[package]]
 name = "langsmith"
-version = "0.1.137"
+version = "0.1.143"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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+    {file = "langsmith-0.1.143.tar.gz", hash = "sha256:4c5159e5cd84b3f8499433009e72d2076dd2daf6c044ac8a3611b30d0d0161c5"},
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 [package.dependencies]
 httpx = ">=0.23.0,<1"
 orjson = ">=3.9.14,<4.0.0"
 pydantic = [
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     {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""},
+    {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""},
 ]
 requests = ">=2,<3"
 requests-toolbelt = ">=1.0.0,<2.0.0"
@@ -2442,13 +2439,13 @@ files = [
 
 [[package]]
 name = "marshmallow"
-version = "3.23.0"
+version = "3.23.1"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -2456,7 +2453,7 @@ packaging = ">=17.0"
 
 [package.extras]
 dev = ["marshmallow[tests]", "pre-commit (>=3.5,<5.0)", "tox"]
-docs = ["alabaster (==1.0.0)", "autodocsumm (==0.2.13)", "sphinx (==8.1.3)", "sphinx-issues (==5.0.0)", "sphinx-version-warning (==1.1.2)"]
+docs = ["alabaster (==1.0.0)", "autodocsumm (==0.2.14)", "sphinx (==8.1.3)", "sphinx-issues (==5.0.0)", "sphinx-version-warning (==1.1.2)"]
 tests = ["pytest", "simplejson"]
 
 [[package]]
@@ -2649,13 +2646,13 @@ pygments = ">2.12.0"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.5.42"
+version = "9.5.44"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2989,13 +2986,13 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 
 [[package]]
 name = "nbqa"
-version = "1.9.0"
+version = "1.9.1"
 description = "Run any standard Python code quality tool on a Jupyter Notebook"
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -3147,64 +3144,66 @@ files = [
 
 [[package]]
 name = "numpy"
-version = "2.1.2"
+version = "2.1.3"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.10"
 files = [
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@@ -3674,9 +3675,9 @@ files = [
 
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+    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
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 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -4273,8 +4274,8 @@ files = [
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 [package.extras]
@@ -4384,13 +4385,13 @@ typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
 [[package]]
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-version = "2.6.0"
+version = "2.6.1"
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 dill = [
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+    {version = ">=0.2", markers = "python_version < \"3.11\""},
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 isort = ">=4.2.5,<6"
 mccabe = ">=0.6,<0.8"
@@ -5102,105 +5103,105 @@ rpds-py = ">=0.7.0"
 
 [[package]]
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 description = "Alternative regular expression module, to replace re."
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 [[package]]
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 [[package]]
 name = "rich"
-version = "13.9.3"
+version = "13.9.4"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
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 ]
 
 [package.dependencies]
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 [[package]]
 name = "rpds-py"
-version = "0.20.0"
+version = "0.21.0"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
-python-versions = ">=3.8"
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 [[package]]
@@ -5705,13 +5693,13 @@ files = [
 
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 [package.dependencies]
@@ -6161,13 +6161,13 @@ testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
 
 [[package]]
 name = "tomli"
-version = "2.0.2"
+version = "2.1.0"
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 ]
 
 [[package]]
@@ -6389,13 +6389,13 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.66.6"
+version = "4.67.0"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
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 [package.dependencies]
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 [package.extras]
 dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+discord = ["requests"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
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 [[package]]
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 ]
 
 [package.dependencies]
@@ -6576,6 +6577,17 @@ rich = ">=10.11.0"
 shellingham = ">=1.3.0"
 typing-extensions = ">=3.7.4.3"
 
+[[package]]
+name = "types-openpyxl"
+version = "3.1.5.20241114"
+description = "Typing stubs for openpyxl"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
 [[package]]
 name = "types-pytz"
 version = "2024.2.0.20241003"
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 [[package]]
 name = "watchdog"
-version = "5.0.3"
+version = "6.0.0"
 description = "Filesystem events monitoring"
 optional = false
 python-versions = ">=3.9"
 files = [
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+    {file = "yarl-1.17.1.tar.gz", hash = "sha256:067a63fcfda82da6b198fa73079b1ca40b7c9b7994995b6ee38acda728b64d47"},
 ]
 
 [package.dependencies]
@@ -7156,13 +7168,13 @@ propcache = ">=0.2.0"
 
 [[package]]
 name = "zipp"
-version = "3.20.2"
+version = "3.21.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"},
-    {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"},
+    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
+    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
 ]
 
 [package.extras]
@@ -7179,4 +7191,4 @@ tesserocr = ["tesserocr"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "c7a2f4e30564c5bcd7ed96f203028f781a05ff2103698091616c8aff34ab3493"
+content-hash = "9a7b0fe34d218e02da79cf62f27f7d2763dcebc92c2e791bc2814cf5d4de8cc2"
diff --git a/pyproject.toml b/pyproject.toml
index 088320e..3f92841 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,6 +47,8 @@ python-pptx = "^1.0.2"
 beautifulsoup4 = "^4.12.3"
 pandas = "^2.1.4"
 marko = "^2.1.2"
+openpyxl = "^3.1.5"
+types-openpyxl = "^3.1.5.20241114"
 
 [tool.poetry.group.dev.dependencies]
 black = {extras = ["jupyter"], version = "^24.4.2"}
diff --git a/tests/data/groundtruth/docling_v2/test-01.xlsx.itxt b/tests/data/groundtruth/docling_v2/test-01.xlsx.itxt
new file mode 100644
index 0000000..72db042
--- /dev/null
+++ b/tests/data/groundtruth/docling_v2/test-01.xlsx.itxt
@@ -0,0 +1,7 @@
+item-0 at level 0: unspecified: group _root_
+  item-1 at level 1: section: group sheet: Sheet1
+    item-2 at level 2: table with [7x3]
+  item-3 at level 1: section: group sheet: Sheet2
+    item-4 at level 2: table with [9x4]
+    item-5 at level 2: table with [5x3]
+    item-6 at level 2: table with [5x3]
\ No newline at end of file
diff --git a/tests/data/groundtruth/docling_v2/test-01.xlsx.json b/tests/data/groundtruth/docling_v2/test-01.xlsx.json
new file mode 100644
index 0000000..941525b
--- /dev/null
+++ b/tests/data/groundtruth/docling_v2/test-01.xlsx.json
@@ -0,0 +1,2289 @@
+{
+  "schema_name": "DoclingDocument",
+  "version": "1.0.0",
+  "name": "test-01",
+  "origin": {
+    "mimetype": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
+    "binary_hash": 6822153538473622425,
+    "filename": "test-01.xlsx"
+  },
+  "furniture": {
+    "self_ref": "#/furniture",
+    "children": [],
+    "name": "_root_",
+    "label": "unspecified"
+  },
+  "body": {
+    "self_ref": "#/body",
+    "children": [
+      {
+        "$ref": "#/groups/0"
+      },
+      {
+        "$ref": "#/groups/1"
+      }
+    ],
+    "name": "_root_",
+    "label": "unspecified"
+  },
+  "groups": [
+    {
+      "self_ref": "#/groups/0",
+      "parent": {
+        "$ref": "#/body"
+      },
+      "children": [
+        {
+          "$ref": "#/tables/0"
+        }
+      ],
+      "name": "sheet: Sheet1",
+      "label": "section"
+    },
+    {
+      "self_ref": "#/groups/1",
+      "parent": {
+        "$ref": "#/body"
+      },
+      "children": [
+        {
+          "$ref": "#/tables/1"
+        },
+        {
+          "$ref": "#/tables/2"
+        },
+        {
+          "$ref": "#/tables/3"
+        }
+      ],
+      "name": "sheet: Sheet2",
+      "label": "section"
+    }
+  ],
+  "texts": [],
+  "pictures": [],
+  "tables": [
+    {
+      "self_ref": "#/tables/0",
+      "parent": {
+        "$ref": "#/groups/0"
+      },
+      "children": [],
+      "label": "table",
+      "prov": [],
+      "captions": [],
+      "references": [],
+      "footnotes": [],
+      "data": {
+        "table_cells": [
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 0,
+            "end_row_offset_idx": 1,
+            "start_col_offset_idx": 0,
+            "end_col_offset_idx": 1,
+            "text": "first ",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 0,
+            "end_row_offset_idx": 1,
+            "start_col_offset_idx": 1,
+            "end_col_offset_idx": 2,
+            "text": "second ",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 0,
+            "end_row_offset_idx": 1,
+            "start_col_offset_idx": 2,
+            "end_col_offset_idx": 3,
+            "text": "third",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 1,
+            "end_row_offset_idx": 2,
+            "start_col_offset_idx": 0,
+            "end_col_offset_idx": 1,
+            "text": "1",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
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+            "end_row_offset_idx": 2,
+            "start_col_offset_idx": 1,
+            "end_col_offset_idx": 2,
+            "text": "5",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 1,
+            "end_row_offset_idx": 2,
+            "start_col_offset_idx": 2,
+            "end_col_offset_idx": 3,
+            "text": "9",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
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+            "end_row_offset_idx": 3,
+            "start_col_offset_idx": 0,
+            "end_col_offset_idx": 1,
+            "text": "2",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
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+            "end_row_offset_idx": 3,
+            "start_col_offset_idx": 1,
+            "end_col_offset_idx": 2,
+            "text": "4",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
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+            "end_row_offset_idx": 3,
+            "start_col_offset_idx": 2,
+            "end_col_offset_idx": 3,
+            "text": "6",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
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+            "end_row_offset_idx": 4,
+            "start_col_offset_idx": 0,
+            "end_col_offset_idx": 1,
+            "text": "3",
+            "column_header": false,
+            "row_header": false,
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+            "start_col_offset_idx": 1,
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+            "text": "2",
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+            "row_header": false,
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+            "text": "0",
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+            "text": "-3",
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+              "col_span": 1,
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+              "end_col_offset_idx": 3,
+              "text": "9",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            }
+          ],
+          [
+            {
+              "row_span": 1,
+              "col_span": 1,
+              "start_row_offset_idx": 4,
+              "end_row_offset_idx": 5,
+              "start_col_offset_idx": 0,
+              "end_col_offset_idx": 1,
+              "text": "4",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            },
+            {
+              "row_span": 1,
+              "col_span": 1,
+              "start_row_offset_idx": 4,
+              "end_row_offset_idx": 5,
+              "start_col_offset_idx": 1,
+              "end_col_offset_idx": 2,
+              "text": "8",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            },
+            {
+              "row_span": 1,
+              "col_span": 1,
+              "start_row_offset_idx": 4,
+              "end_row_offset_idx": 5,
+              "start_col_offset_idx": 2,
+              "end_col_offset_idx": 3,
+              "text": "12",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            }
+          ]
+        ]
+      }
+    },
+    {
+      "self_ref": "#/tables/3",
+      "parent": {
+        "$ref": "#/groups/1"
+      },
+      "children": [],
+      "label": "table",
+      "prov": [],
+      "captions": [],
+      "references": [],
+      "footnotes": [],
+      "data": {
+        "table_cells": [
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 0,
+            "end_row_offset_idx": 1,
+            "start_col_offset_idx": 0,
+            "end_col_offset_idx": 1,
+            "text": "col-1",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 0,
+            "end_row_offset_idx": 1,
+            "start_col_offset_idx": 1,
+            "end_col_offset_idx": 2,
+            "text": "col-2",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 0,
+            "end_row_offset_idx": 1,
+            "start_col_offset_idx": 2,
+            "end_col_offset_idx": 3,
+            "text": "col-3",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 1,
+            "end_row_offset_idx": 2,
+            "start_col_offset_idx": 0,
+            "end_col_offset_idx": 1,
+            "text": "1",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 1,
+            "end_row_offset_idx": 2,
+            "start_col_offset_idx": 1,
+            "end_col_offset_idx": 2,
+            "text": "2",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 1,
+            "end_row_offset_idx": 2,
+            "start_col_offset_idx": 2,
+            "end_col_offset_idx": 3,
+            "text": "3",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 2,
+            "end_row_offset_idx": 3,
+            "start_col_offset_idx": 0,
+            "end_col_offset_idx": 1,
+            "text": "2",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 2,
+            "end_row_offset_idx": 3,
+            "start_col_offset_idx": 1,
+            "end_col_offset_idx": 2,
+            "text": "4",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 2,
+            "end_row_offset_idx": 3,
+            "start_col_offset_idx": 2,
+            "end_col_offset_idx": 3,
+            "text": "6",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 3,
+            "end_row_offset_idx": 4,
+            "start_col_offset_idx": 0,
+            "end_col_offset_idx": 1,
+            "text": "3",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 3,
+            "end_row_offset_idx": 4,
+            "start_col_offset_idx": 1,
+            "end_col_offset_idx": 2,
+            "text": "6",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 3,
+            "end_row_offset_idx": 4,
+            "start_col_offset_idx": 2,
+            "end_col_offset_idx": 3,
+            "text": "9",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 4,
+            "end_row_offset_idx": 5,
+            "start_col_offset_idx": 0,
+            "end_col_offset_idx": 1,
+            "text": "4",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 4,
+            "end_row_offset_idx": 5,
+            "start_col_offset_idx": 1,
+            "end_col_offset_idx": 2,
+            "text": "8",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          },
+          {
+            "row_span": 1,
+            "col_span": 1,
+            "start_row_offset_idx": 4,
+            "end_row_offset_idx": 5,
+            "start_col_offset_idx": 2,
+            "end_col_offset_idx": 3,
+            "text": "12",
+            "column_header": false,
+            "row_header": false,
+            "row_section": false
+          }
+        ],
+        "num_rows": 5,
+        "num_cols": 3,
+        "grid": [
+          [
+            {
+              "row_span": 1,
+              "col_span": 1,
+              "start_row_offset_idx": 0,
+              "end_row_offset_idx": 1,
+              "start_col_offset_idx": 0,
+              "end_col_offset_idx": 1,
+              "text": "col-1",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            },
+            {
+              "row_span": 1,
+              "col_span": 1,
+              "start_row_offset_idx": 0,
+              "end_row_offset_idx": 1,
+              "start_col_offset_idx": 1,
+              "end_col_offset_idx": 2,
+              "text": "col-2",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            },
+            {
+              "row_span": 1,
+              "col_span": 1,
+              "start_row_offset_idx": 0,
+              "end_row_offset_idx": 1,
+              "start_col_offset_idx": 2,
+              "end_col_offset_idx": 3,
+              "text": "col-3",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            }
+          ],
+          [
+            {
+              "row_span": 1,
+              "col_span": 1,
+              "start_row_offset_idx": 1,
+              "end_row_offset_idx": 2,
+              "start_col_offset_idx": 0,
+              "end_col_offset_idx": 1,
+              "text": "1",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            },
+            {
+              "row_span": 1,
+              "col_span": 1,
+              "start_row_offset_idx": 1,
+              "end_row_offset_idx": 2,
+              "start_col_offset_idx": 1,
+              "end_col_offset_idx": 2,
+              "text": "2",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            },
+            {
+              "row_span": 1,
+              "col_span": 1,
+              "start_row_offset_idx": 1,
+              "end_row_offset_idx": 2,
+              "start_col_offset_idx": 2,
+              "end_col_offset_idx": 3,
+              "text": "3",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            }
+          ],
+          [
+            {
+              "row_span": 1,
+              "col_span": 1,
+              "start_row_offset_idx": 2,
+              "end_row_offset_idx": 3,
+              "start_col_offset_idx": 0,
+              "end_col_offset_idx": 1,
+              "text": "2",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            },
+            {
+              "row_span": 1,
+              "col_span": 1,
+              "start_row_offset_idx": 2,
+              "end_row_offset_idx": 3,
+              "start_col_offset_idx": 1,
+              "end_col_offset_idx": 2,
+              "text": "4",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            },
+            {
+              "row_span": 1,
+              "col_span": 1,
+              "start_row_offset_idx": 2,
+              "end_row_offset_idx": 3,
+              "start_col_offset_idx": 2,
+              "end_col_offset_idx": 3,
+              "text": "6",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            }
+          ],
+          [
+            {
+              "row_span": 1,
+              "col_span": 1,
+              "start_row_offset_idx": 3,
+              "end_row_offset_idx": 4,
+              "start_col_offset_idx": 0,
+              "end_col_offset_idx": 1,
+              "text": "3",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            },
+            {
+              "row_span": 1,
+              "col_span": 1,
+              "start_row_offset_idx": 3,
+              "end_row_offset_idx": 4,
+              "start_col_offset_idx": 1,
+              "end_col_offset_idx": 2,
+              "text": "6",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            },
+            {
+              "row_span": 1,
+              "col_span": 1,
+              "start_row_offset_idx": 3,
+              "end_row_offset_idx": 4,
+              "start_col_offset_idx": 2,
+              "end_col_offset_idx": 3,
+              "text": "9",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            }
+          ],
+          [
+            {
+              "row_span": 1,
+              "col_span": 1,
+              "start_row_offset_idx": 4,
+              "end_row_offset_idx": 5,
+              "start_col_offset_idx": 0,
+              "end_col_offset_idx": 1,
+              "text": "4",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            },
+            {
+              "row_span": 1,
+              "col_span": 1,
+              "start_row_offset_idx": 4,
+              "end_row_offset_idx": 5,
+              "start_col_offset_idx": 1,
+              "end_col_offset_idx": 2,
+              "text": "8",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            },
+            {
+              "row_span": 1,
+              "col_span": 1,
+              "start_row_offset_idx": 4,
+              "end_row_offset_idx": 5,
+              "start_col_offset_idx": 2,
+              "end_col_offset_idx": 3,
+              "text": "12",
+              "column_header": false,
+              "row_header": false,
+              "row_section": false
+            }
+          ]
+        ]
+      }
+    }
+  ],
+  "key_value_items": [],
+  "pages": {}
+}
\ No newline at end of file
diff --git a/tests/data/groundtruth/docling_v2/test-01.xlsx.md b/tests/data/groundtruth/docling_v2/test-01.xlsx.md
new file mode 100644
index 0000000..17afcfd
--- /dev/null
+++ b/tests/data/groundtruth/docling_v2/test-01.xlsx.md
@@ -0,0 +1,33 @@
+|   first  |   second  |   third |
+|----------|-----------|---------|
+|        1 |         5 |       9 |
+|        2 |         4 |       6 |
+|        3 |         3 |       3 |
+|        4 |         2 |       0 |
+|        5 |         1 |      -3 |
+|        6 |         0 |      -6 |
+
+|   col-1 |   col-2 |   col-3 |   col-4 |
+|---------|---------|---------|---------|
+|       1 |       2 |       3 |       4 |
+|       2 |       4 |       6 |       8 |
+|       3 |       6 |       9 |      12 |
+|       4 |       8 |      12 |      16 |
+|       5 |      10 |      15 |      20 |
+|       6 |      12 |      18 |      24 |
+|       7 |      14 |      21 |      28 |
+|       8 |      16 |      24 |      32 |
+
+|   col-1 |   col-2 |   col-3 |
+|---------|---------|---------|
+|       1 |       2 |       3 |
+|       2 |       4 |       6 |
+|       3 |       6 |       9 |
+|       4 |       8 |      12 |
+
+|   col-1 |   col-2 |   col-3 |
+|---------|---------|---------|
+|       1 |       2 |       3 |
+|       2 |       4 |       6 |
+|       3 |       6 |       9 |
+|       4 |       8 |      12 |
\ No newline at end of file
diff --git a/tests/data/xlsx/test-01.xlsx b/tests/data/xlsx/test-01.xlsx
new file mode 100644
index 0000000..5a87d4f
Binary files /dev/null and b/tests/data/xlsx/test-01.xlsx differ
diff --git a/tests/test_msexcel.py b/tests/test_msexcel.py
new file mode 100644
index 0000000..1512231
--- /dev/null
+++ b/tests/test_msexcel.py
@@ -0,0 +1,77 @@
+import json
+import os
+from pathlib import Path
+
+from docling.backend.msword_backend import MsWordDocumentBackend
+from docling.datamodel.base_models import InputFormat
+from docling.datamodel.document import (
+    ConversionResult,
+    InputDocument,
+    SectionHeaderItem,
+)
+from docling.document_converter import DocumentConverter
+
+GENERATE = True
+
+
+def get_xlsx_paths():
+
+    # Define the directory you want to search
+    directory = Path("./tests/data/xlsx/")
+
+    # List all PDF files in the directory and its subdirectories
+    pdf_files = sorted(directory.rglob("*.xlsx"))
+    return pdf_files
+
+
+def get_converter():
+
+    converter = DocumentConverter(allowed_formats=[InputFormat.XLSX])
+
+    return converter
+
+
+def verify_export(pred_text: str, gtfile: str):
+
+    if not os.path.exists(gtfile) or GENERATE:
+        with open(gtfile, "w") as fw:
+            fw.write(pred_text)
+
+        return True
+
+    else:
+        with open(gtfile, "r") as fr:
+            true_text = fr.read()
+
+        assert pred_text == true_text, "pred_itxt==true_itxt"
+        return pred_text == true_text
+
+
+def test_e2e_xlsx_conversions():
+
+    xlsx_paths = get_xlsx_paths()
+    converter = get_converter()
+
+    for xlsx_path in xlsx_paths:
+        # print(f"converting {xlsx_path}")
+
+        gt_path = (
+            xlsx_path.parent.parent / "groundtruth" / "docling_v2" / xlsx_path.name
+        )
+
+        conv_result: ConversionResult = converter.convert(xlsx_path)
+
+        doc: DoclingDocument = conv_result.document
+
+        pred_md: str = doc.export_to_markdown()
+        assert verify_export(pred_md, str(gt_path) + ".md"), "export to md"
+
+        pred_itxt: str = doc._export_to_indented_text(
+            max_text_len=70, explicit_tables=False
+        )
+        assert verify_export(
+            pred_itxt, str(gt_path) + ".itxt"
+        ), "export to indented-text"
+
+        pred_json: str = json.dumps(doc.export_to_dict(), indent=2)
+        assert verify_export(pred_json, str(gt_path) + ".json"), "export to json"