diff --git a/docling_core/types/doc/__init__.py b/docling_core/types/doc/__init__.py
index dd327c7..b9a9db0 100644
--- a/docling_core/types/doc/__init__.py
+++ b/docling_core/types/doc/__init__.py
@@ -7,6 +7,7 @@
 
 from .base import BoundingBox, CoordOrigin, ImageRefMode, Size
 from .document import (
+    CodeItem,
     DocItem,
     DoclingDocument,
     DocumentOrigin,
diff --git a/docling_core/types/doc/document.py b/docling_core/types/doc/document.py
index cb4fa1f..56a66d0 100644
--- a/docling_core/types/doc/document.py
+++ b/docling_core/types/doc/document.py
@@ -36,7 +36,7 @@
 from docling_core.types.base import _JSON_POINTER_REGEX
 from docling_core.types.doc import BoundingBox, Size
 from docling_core.types.doc.base import ImageRefMode
-from docling_core.types.doc.labels import DocItemLabel, GroupLabel
+from docling_core.types.doc.labels import CodeLanguageLabel, DocItemLabel, GroupLabel
 from docling_core.types.doc.tokens import DocumentToken, TableToken
 from docling_core.types.doc.utils import relative_path
 
@@ -597,7 +597,6 @@ class TextItem(DocItem):
         DocItemLabel.CAPTION,
         DocItemLabel.CHECKBOX_SELECTED,
         DocItemLabel.CHECKBOX_UNSELECTED,
-        DocItemLabel.CODE,
         DocItemLabel.FOOTNOTE,
         DocItemLabel.FORMULA,
         DocItemLabel.PAGE_FOOTER,
@@ -656,6 +655,15 @@ def export_to_document_tokens(
         return body
 
 
+class CodeItem(TextItem):
+    """CodeItem."""
+
+    label: typing.Literal[DocItemLabel.CODE] = (
+        DocItemLabel.CODE  # type: ignore[assignment]
+    )
+    code_language: CodeLanguageLabel = CodeLanguageLabel.UNKNOWN
+
+
 class SectionHeaderItem(TextItem):
     """SectionItem."""
 
@@ -1302,6 +1310,7 @@ class KeyValueItem(DocItem):
         TextItem,
         SectionHeaderItem,
         ListItem,
+        CodeItem,
         PictureItem,
         TableItem,
         KeyValueItem,
@@ -1397,7 +1406,7 @@ class DoclingDocument(BaseModel):
     body: GroupItem = GroupItem(name="_root_", self_ref="#/body")  # List[RefItem] = []
 
     groups: List[GroupItem] = []
-    texts: List[Union[SectionHeaderItem, ListItem, TextItem]] = []
+    texts: List[Union[SectionHeaderItem, ListItem, TextItem, CodeItem]] = []
     pictures: List[PictureItem] = []
     tables: List[TableItem] = []
     key_value_items: List[KeyValueItem] = []
@@ -1643,6 +1652,46 @@ def add_title(
 
         return text_item
 
+    def add_code(
+        self,
+        text: str,
+        code_language: Optional[CodeLanguageLabel] = None,
+        orig: Optional[str] = None,
+        prov: Optional[ProvenanceItem] = None,
+        parent: Optional[NodeItem] = None,
+    ):
+        """add_code.
+
+        :param text: str:
+        :param code_language: Optional[str]: (Default value = None)
+        :param orig: Optional[str]:  (Default value = None)
+        :param prov: Optional[ProvenanceItem]:  (Default value = None)
+        :param parent: Optional[NodeItem]:  (Default value = None)
+        """
+        if not parent:
+            parent = self.body
+
+        if not orig:
+            orig = text
+
+        text_index = len(self.texts)
+        cref = f"#/texts/{text_index}"
+        code_item = CodeItem(
+            text=text,
+            orig=orig,
+            self_ref=cref,
+            parent=parent.get_ref(),
+        )
+        if code_language:
+            code_item.code_language = code_language
+        if prov:
+            code_item.prov.append(prov)
+
+        self.texts.append(code_item)
+        parent.children.append(RefItem(cref=cref))
+
+        return code_item
+
     def add_heading(
         self,
         text: str,
@@ -2086,7 +2135,7 @@ def export_to_markdown(  # noqa: C901
                 text = f"{marker} {item.text}\n"
                 mdtexts.append(text.strip() + "\n")
 
-            elif isinstance(item, TextItem) and item.label in [DocItemLabel.CODE]:
+            elif isinstance(item, CodeItem) and item.label in labels:
                 in_list = False
                 text = f"```\n{item.text}\n```\n"
                 mdtexts.append(text)
@@ -2392,11 +2441,14 @@ def close_lists(
                 text = f"<li>{item.text}</li>"
                 html_texts.append(text)
 
+            elif isinstance(item, CodeItem) and item.label in labels:
+                text = f"<pre><code>{item.text}</code></pre>"
+                html_texts.append(text.strip())
+
             elif isinstance(item, TextItem) and item.label in labels:
 
                 text = f"<p>{item.text}</p>"
                 html_texts.append(text.strip())
-
             elif isinstance(item, TableItem):
 
                 text = item.export_to_html(doc=self, add_caption=True)
@@ -2594,6 +2646,17 @@ def close_lists(
                     add_content=add_content,
                     add_page_index=add_page_index,
                 )
+            elif isinstance(item, CodeItem) and (item.label in labels):
+
+                result += item.export_to_document_tokens(
+                    doc=self,
+                    new_line=delim,
+                    xsize=xsize,
+                    ysize=ysize,
+                    add_location=add_location,
+                    add_content=add_content,
+                    add_page_index=add_page_index,
+                )
 
             elif isinstance(item, TextItem) and (item.label in labels):
 
diff --git a/docling_core/types/doc/labels.py b/docling_core/types/doc/labels.py
index 6310163..8decdd4 100644
--- a/docling_core/types/doc/labels.py
+++ b/docling_core/types/doc/labels.py
@@ -138,3 +138,69 @@ class TableCellLabel(str, Enum):
     def __str__(self):
         """Get string value."""
         return str(self.value)
+
+
+class CodeLanguageLabel(str, Enum):
+    """CodeLanguageLabel."""
+
+    ADA = "Ada"
+    AWK = "Awk"
+    BASH = "Bash"
+    BC = "bc"
+    C = "C"
+    C_SHARP = "C#"
+    C_PLUS_PLUS = "C++"
+    CMAKE = "CMake"
+    COBOL = "COBOL"
+    CSS = "CSS"
+    CEYLON = "Ceylon"
+    CLOJURE = "Clojure"
+    CRYSTAL = "Crystal"
+    CUDA = "Cuda"
+    CYTHON = "Cython"
+    D = "D"
+    DART = "Dart"
+    DC = "dc"
+    DOCKERFILE = "Dockerfile"
+    ELIXIR = "Elixir"
+    ERLANG = "Erlang"
+    FORTRAN = "FORTRAN"
+    FORTH = "Forth"
+    GO = "Go"
+    HTML = "HTML"
+    HASKELL = "Haskell"
+    HAXE = "Haxe"
+    JAVA = "Java"
+    JAVASCRIPT = "JavaScript"
+    JULIA = "Julia"
+    KOTLIN = "Kotlin"
+    LISP = "Lisp"
+    LUA = "Lua"
+    MATLAB = "Matlab"
+    MOONSCRIPT = "MoonScript"
+    NIM = "Nim"
+    OCAML = "OCaml"
+    OBJECTIVEC = "ObjectiveC"
+    OCTAVE = "Octave"
+    PHP = "PHP"
+    PASCAL = "Pascal"
+    PERL = "Perl"
+    PROLOG = "Prolog"
+    PYTHON = "Python"
+    RACKET = "Racket"
+    RUBY = "Ruby"
+    RUST = "Rust"
+    SML = "SML"
+    SQL = "SQL"
+    SCALA = "Scala"
+    SCHEME = "Scheme"
+    SWIFT = "Swift"
+    TYPESCRIPT = "TypeScript"
+    UNKNOWN = "unknown"
+    VISUALBASIC = "VisualBasic"
+    XML = "XML"
+    YAML = "YAML"
+
+    def __str__(self):
+        """Get string value."""
+        return str(self.value)
diff --git a/docs/DoclingDocument.json b/docs/DoclingDocument.json
index 5d1e862..1515b73 100644
--- a/docs/DoclingDocument.json
+++ b/docs/DoclingDocument.json
@@ -162,6 +162,133 @@
       "title": "ChartStackedBar",
       "type": "object"
     },
+    "CodeItem": {
+      "additionalProperties": false,
+      "description": "CodeItem.",
+      "properties": {
+        "self_ref": {
+          "pattern": "^#(?:/([\\w-]+)(?:/(\\d+))?)?$",
+          "title": "Self Ref",
+          "type": "string"
+        },
+        "parent": {
+          "anyOf": [
+            {
+              "$ref": "#/$defs/RefItem"
+            },
+            {
+              "type": "null"
+            }
+          ],
+          "default": null
+        },
+        "children": {
+          "default": [],
+          "items": {
+            "$ref": "#/$defs/RefItem"
+          },
+          "title": "Children",
+          "type": "array"
+        },
+        "label": {
+          "const": "code",
+          "default": "code",
+          "title": "Label",
+          "type": "string"
+        },
+        "prov": {
+          "default": [],
+          "items": {
+            "$ref": "#/$defs/ProvenanceItem"
+          },
+          "title": "Prov",
+          "type": "array"
+        },
+        "orig": {
+          "title": "Orig",
+          "type": "string"
+        },
+        "text": {
+          "title": "Text",
+          "type": "string"
+        },
+        "code_language": {
+          "$ref": "#/$defs/CodeLanguageLabel",
+          "default": "unknown"
+        }
+      },
+      "required": [
+        "self_ref",
+        "orig",
+        "text"
+      ],
+      "title": "CodeItem",
+      "type": "object"
+    },
+    "CodeLanguageLabel": {
+      "description": "CodeLanguageLabel.",
+      "enum": [
+        "Ada",
+        "Awk",
+        "Bash",
+        "bc",
+        "C",
+        "C#",
+        "C++",
+        "CMake",
+        "COBOL",
+        "CSS",
+        "Ceylon",
+        "Clojure",
+        "Crystal",
+        "Cuda",
+        "Cython",
+        "D",
+        "Dart",
+        "dc",
+        "Dockerfile",
+        "Elixir",
+        "Erlang",
+        "FORTRAN",
+        "Forth",
+        "Go",
+        "HTML",
+        "Haskell",
+        "Haxe",
+        "Java",
+        "JavaScript",
+        "Julia",
+        "Kotlin",
+        "Lisp",
+        "Lua",
+        "Matlab",
+        "MoonScript",
+        "Nim",
+        "OCaml",
+        "ObjectiveC",
+        "Octave",
+        "PHP",
+        "Pascal",
+        "Perl",
+        "Prolog",
+        "Python",
+        "Racket",
+        "Ruby",
+        "Rust",
+        "SML",
+        "SQL",
+        "Scala",
+        "Scheme",
+        "Swift",
+        "TypeScript",
+        "unknown",
+        "VisualBasic",
+        "XML",
+        "YAML"
+      ],
+      "title": "CodeLanguageLabel",
+      "type": "string"
+    },
     "CoordOrigin": {
       "description": "CoordOrigin.",
       "enum": [
@@ -1266,7 +1393,6 @@
             "caption",
             "checkbox_selected",
             "checkbox_unselected",
-            "code",
             "footnote",
             "formula",
             "page_footer",
@@ -1375,6 +1501,9 @@
           },
           {
             "$ref": "#/$defs/TextItem"
+          },
+          {
+            "$ref": "#/$defs/CodeItem"
           }
         ]
       },
diff --git a/poetry.lock b/poetry.lock
index 0a22a8a..c039dbe 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 1.8.5 and should not be changed by hand.
 
 [[package]]
 name = "annotated-types"
@@ -13,19 +13,19 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "24.2.0"
+version = "24.3.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
-    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
+    {file = "attrs-24.3.0-py3-none-any.whl", hash = "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"},
+    {file = "attrs-24.3.0.tar.gz", hash = "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff"},
 ]
 
 [package.extras]
 benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
@@ -108,13 +108,13 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "certifi"
-version = "2024.8.30"
+version = "2024.12.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
-    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
+    {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
+    {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
 ]
 
 [[package]]
@@ -209,127 +209,114 @@ files = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.0"
+version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.7"
 files = [
-    {file = "charset_normalizer-3.4.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:4f9fc98dad6c2eaa32fc3af1417d95b5e3d08aff968df0cd320066def971f9a6"},
-    {file = "charset_normalizer-3.4.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0de7b687289d3c1b3e8660d0741874abe7888100efe14bd0f9fd7141bcbda92b"},
-    {file = "charset_normalizer-3.4.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5ed2e36c3e9b4f21dd9422f6893dec0abf2cca553af509b10cd630f878d3eb99"},
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 [[package]]
 name = "click"
-version = "8.1.7"
+version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -520,13 +507,13 @@ pydocstyle = ">=2.1"
 
 [[package]]
 name = "fsspec"
-version = "2024.10.0"
+version = "2024.12.0"
 description = "File-system specification"
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -559,13 +546,13 @@ tqdm = ["tqdm"]
 
 [[package]]
 name = "gitdb"
-version = "4.0.11"
+version = "4.0.12"
 description = "Git Object Database"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -573,31 +560,31 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.43"
+version = "3.1.44"
 description = "GitPython is a Python library used to interact with Git repositories"
 optional = false
 python-versions = ">=3.7"
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+doc = ["sphinx (>=7.1.2,<7.2)", "sphinx-autodoc-typehints", "sphinx_rtd_theme"]
 test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.26.3"
+version = "0.27.1"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = true
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -625,13 +612,13 @@ typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "t
 
 [[package]]
 name = "identify"
-version = "2.6.3"
+version = "2.6.5"
 description = "File identification library for Python"
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 ]
 
 [package.extras]
@@ -848,17 +835,17 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "keyring"
-version = "25.5.0"
+version = "25.6.0"
 description = "Store and access your passwords safely."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 [package.dependencies]
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 "jaraco.classes" = "*"
 "jaraco.context" = "*"
 "jaraco.functools" = "*"
@@ -923,13 +910,13 @@ files = [
 
 [[package]]
 name = "more-itertools"
-version = "10.5.0"
+version = "10.6.0"
 description = "More routines for operating on iterables, beyond itertools"
 optional = false
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+python-versions = ">=3.9"
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 [[package]]
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 mlx = ["mlx (>=0.0.9)"]
 numpy = ["numpy (>=1.21.6)"]
 paddlepaddle = ["paddlepaddle (>=2.4.1)", "safetensors[numpy]"]
-pinned-tf = ["safetensors[numpy]", "tensorflow (==2.11.0)"]
+pinned-tf = ["safetensors[numpy]", "tensorflow (==2.18.0)"]
 quality = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "isort (>=5.5.4)"]
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@@ -2304,13 +2266,13 @@ jeepney = ">=0.6"
 
 [[package]]
 name = "semchunk"
-version = "2.2.0"
+version = "2.2.2"
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 optional = true
 python-versions = ">=3.9"
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 [package.dependencies]
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+version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
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-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
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 [[package]]
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@@ -2590,39 +2455,39 @@ telegram = ["requests"]
 
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-dev = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "av (==9.2.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flax (>=0.4.1,<=0.7.0)", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "libcst", "librosa", "nltk (<=3.8.1)", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "scipy (<1.13.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "timm (<=0.9.16)", "tokenizers (>=0.20,<0.21)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
-dev-tensorflow = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "isort (>=5.5.4)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "libcst", "librosa", "nltk (<=3.8.1)", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "tokenizers (>=0.20,<0.21)", "urllib3 (<2.0.0)"]
-dev-torch = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "libcst", "librosa", "nltk (<=3.8.1)", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "timeout-decorator", "timm (<=0.9.16)", "tokenizers (>=0.20,<0.21)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
+deepspeed-testing = ["GitPython (<3.1.19)", "accelerate (>=0.26.0)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "deepspeed (>=0.9.3)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "nltk (<=3.8.1)", "optuna", "parameterized", "protobuf", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-asyncio", "pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"]
+dev = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "av (==9.2.0)", "beautifulsoup4", "codecarbon (>=2.8.1)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flax (>=0.4.1,<=0.7.0)", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "libcst", "librosa", "nltk (<=3.8.1)", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-asyncio", "pytest-rich", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "scipy (<1.13.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "timm (<=1.0.11)", "tokenizers (>=0.21,<0.22)", "torch (>=2.0)", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
+dev-tensorflow = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "isort (>=5.5.4)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "libcst", "librosa", "nltk (<=3.8.1)", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-asyncio", "pytest-rich", "pytest-timeout", "pytest-xdist", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "tokenizers (>=0.21,<0.22)", "urllib3 (<2.0.0)"]
+dev-torch = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "beautifulsoup4", "codecarbon (>=2.8.1)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "libcst", "librosa", "nltk (<=3.8.1)", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-asyncio", "pytest-rich", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "timeout-decorator", "timm (<=1.0.11)", "tokenizers (>=0.21,<0.22)", "torch (>=2.0)", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
 flax = ["flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "optax (>=0.0.8,<=0.1.4)", "scipy (<1.13.0)"]
 flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 ftfy = ["ftfy"]
@@ -2643,17 +2508,17 @@ serving = ["fastapi", "pydantic", "starlette", "uvicorn"]
 sigopt = ["sigopt"]
 sklearn = ["scikit-learn"]
 speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
-testing = ["GitPython (<3.1.19)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "nltk (<=3.8.1)", "parameterized", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"]
+testing = ["GitPython (<3.1.19)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "nltk (<=3.8.1)", "parameterized", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-asyncio", "pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"]
 tf = ["keras-nlp (>=0.3.1,<0.14.0)", "onnxconverter-common", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx"]
 tf-cpu = ["keras (>2.9,<2.16)", "keras-nlp (>=0.3.1,<0.14.0)", "onnxconverter-common", "tensorflow-cpu (>2.9,<2.16)", "tensorflow-probability (<0.24)", "tensorflow-text (<2.16)", "tf2onnx"]
 tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 tiktoken = ["blobfile", "tiktoken"]
-timm = ["timm (<=0.9.16)"]
-tokenizers = ["tokenizers (>=0.20,<0.21)"]
-torch = ["accelerate (>=0.26.0)", "torch"]
+timm = ["timm (<=1.0.11)"]
+tokenizers = ["tokenizers (>=0.21,<0.22)"]
+torch = ["accelerate (>=0.26.0)", "torch (>=2.0)"]
 torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
 torch-vision = ["Pillow (>=10.0.1,<=15.0)", "torchvision"]
-torchhub = ["filelock", "huggingface-hub (>=0.23.2,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.20,<0.21)", "torch", "tqdm (>=4.27)"]
+torchhub = ["filelock", "huggingface-hub (>=0.24.0,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.21,<0.22)", "torch (>=2.0)", "tqdm (>=4.27)"]
 video = ["av (==9.2.0)"]
 vision = ["Pillow (>=10.0.1,<=15.0)"]
 
@@ -2699,13 +2564,13 @@ typing-extensions = ">=3.7.4.3"
 
 [[package]]
 name = "types-pytz"
-version = "2024.2.0.20241003"
+version = "2024.2.0.20241221"
 description = "Typing stubs for pytz"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-pytz-2024.2.0.20241003.tar.gz", hash = "sha256:575dc38f385a922a212bac00a7d6d2e16e141132a3c955078f4a4fd13ed6cb44"},
-    {file = "types_pytz-2024.2.0.20241003-py3-none-any.whl", hash = "sha256:3e22df1336c0c6ad1d29163c8fda82736909eb977281cb823c57f8bae07118b7"},
+    {file = "types_pytz-2024.2.0.20241221-py3-none-any.whl", hash = "sha256:8fc03195329c43637ed4f593663df721fef919b60a969066e22606edf0b53ad5"},
+    {file = "types_pytz-2024.2.0.20241221.tar.gz", hash = "sha256:06d7cde9613e9f7504766a0554a270c369434b50e00975b3a4a0f6eed0f2c1a9"},
 ]
 
 [[package]]
@@ -2743,13 +2608,13 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "2.2.3"
+version = "2.3.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"},
-    {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"},
+    {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
+    {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
 ]
 
 [package.extras]
@@ -2760,13 +2625,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.28.0"
+version = "20.29.0"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "virtualenv-20.28.0-py3-none-any.whl", hash = "sha256:23eae1b4516ecd610481eda647f3a7c09aea295055337331bb4e6892ecce47b0"},
-    {file = "virtualenv-20.28.0.tar.gz", hash = "sha256:2c9c3262bb8e7b87ea801d715fae4495e6032450c71d2309be9550e7364049aa"},
+    {file = "virtualenv-20.29.0-py3-none-any.whl", hash = "sha256:c12311863497992dc4b8644f8ea82d3b35bb7ef8ee82e6630d76d0197c39baf9"},
+    {file = "virtualenv-20.29.0.tar.gz", hash = "sha256:6345e1ff19d4b1296954cee076baaf58ff2a12a84a338c62b02eda39f20aa982"},
 ]
 
 [package.dependencies]
@@ -2817,4 +2682,4 @@ chunking = ["semchunk", "transformers"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "4a8ae82ab07f6a28f01c7b770c0e0f205aa948bea7554fa6251bcfb94ce9b7d6"
+content-hash = "0475894c9c8ec390cda2f68e75edbf3be6601224090e8a6d826bfc4aa4f36aeb"
diff --git a/pyproject.toml b/pyproject.toml
index a3660a5..74b22fd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,6 +79,15 @@ types-setuptools = "^70.3.0"
 python-semantic-release = "^7.32.2"
 pandas-stubs = "^2.1.4.231227"
 
+[tool.poetry.group.constraints]
+optional = true
+
+[tool.poetry.group.constraints.dependencies]
+numpy = [
+    { version = ">=1.24.4,<3.0.0", markers = 'python_version >= "3.10"' },
+    { version = ">=1.24.4,<2.1.0", markers = 'python_version < "3.10"' },
+]
+
 [tool.setuptools.packages.find]
 where = ["docling_core/resources/schemas"]
 
diff --git a/test/data/docling_document/unit/CodeItem.yaml b/test/data/docling_document/unit/CodeItem.yaml
new file mode 100644
index 0000000..42979da
--- /dev/null
+++ b/test/data/docling_document/unit/CodeItem.yaml
@@ -0,0 +1,8 @@
+children: []
+code_language: Python
+label: code
+orig: whatever
+parent: null
+prov: []
+self_ref: '#'
+text: print(Hello World!)
diff --git a/test/test_docling_doc.py b/test/test_docling_doc.py
index d9faa80..1e1652a 100644
--- a/test/test_docling_doc.py
+++ b/test/test_docling_doc.py
@@ -14,6 +14,7 @@
 from docling_core.types.doc.document import (
     CURRENT_VERSION,
     BoundingBox,
+    CodeItem,
     DocItem,
     DoclingDocument,
     DocumentOrigin,
@@ -140,7 +141,14 @@ def verify(dc, obj):
                 data=TableData(num_rows=3, num_cols=5, table_cells=[]),
             )
             verify(dc, obj)
-
+        elif dc is CodeItem:
+            obj = dc(
+                self_ref="#",
+                orig="whatever",
+                text="print(Hello World!)",
+                code_language="Python",
+            )
+            verify(dc, obj)
         else:
             raise RuntimeError(f"New derived class detected {dc.__name__}")