Add MarkItDown support

2026-01-14 00:57:23 +08:00 · 2026-01-09 11:54:59 -08:00 · 2026-01-09 11:54:59 -08:00 · 6d5076aa51
commit 6d5076aa51
parent a671aa4fe4
12 changed files with 803 additions and 15 deletions
--- a/packages/graphrag-cache/pyproject.toml
+++ b/packages/graphrag-cache/pyproject.toml
@ -23,12 +23,12 @@ authors = [
 license = "MIT"
 readme = "README.md"
 license-files = ["LICENSE"]
-requires-python = ">=3.10,<3.13"
+requires-python = ">=3.11,<3.14"
 classifiers = [
    "Programming Language :: Python :: 3",
-    "Programming Language :: Python :: 3.10",
    "Programming Language :: Python :: 3.11",
    "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
 ]
 dependencies = [
    "graphrag-common==2.7.0",
--- a/packages/graphrag-input/README.md
+++ b/packages/graphrag-input/README.md
@ -4,11 +4,19 @@ This package provides input document loading utilities for GraphRAG, supporting

 ## Supported File Types

+The following four standard file formats are supported out of the box:
+
 - **CSV** - Tabular data with configurable column mappings
 - **JSON** - JSON files with configurable property paths
 - **JSON Lines** - Line-delimited JSON records
 - **Text** - Plain text files

+### Markitdown Support
+
+Additionally, we support the `InputType.MarkItDown` format, which uses the [MarkItDown](https://github.com/microsoft/markitdown) library to import any supported file type. The MarkItDown converter can handle a wide variety of file formats including Office documents, PDFs, HTML, and more.
+
+**Note:** Additional optional dependencies may need to be installed depending on the file type you're processing. The choice of converter is determined by MarkItDowns's processing logic, which primarily uses the file extension to select the appropriate converter. Please refer to the [MarkItDown repository](https://github.com/microsoft/markitdown) for installation instructions and detailed information about supported formats.
+
 ## Examples

 Basic usage with the factory:
@ -27,7 +35,37 @@ reader = create_input_reader(config, storage)
 documents = await reader.read_files()
 ```

-Using dot notation for nested properties:
+Import a pdf with MarkItDown:
+
+```bash
+pip install 'markitdown[pdf]' # required dependency for pdf processing
+```
+
+```python
+from graphrag_input import create_input_reader, InputConfig, InputType
+from graphrag_storage import StorageConfig, create_storage
+
+config = InputConfig(
+    storage=StorageConfig(base_dir="./input"),
+    type=InputType.MarkitDown,
+    file_pattern=".*\\.pdf$"
+)
+storage = create_storage(config.storage)
+reader = create_input_reader(config, storage)
+documents = await reader.read_files()
+```
+
+YAML config example for above:
+```yaml
+input:
+  storage:
+    type: file
+    base_dir: "input"
+  type: markitdown
+  file_pattern: ".*\\.pdf$$"
+```
+
+Note that when specifying column names for data extraction, we can handle nested objects (e.g., in JSON) with dot notation:
 ```python
 from graphrag_input import get_property

--- a/packages/graphrag-input/graphrag_input/input_reader_factory.py
+++ b/packages/graphrag-input/graphrag_input/input_reader_factory.py
@ -77,6 +77,10 @@ def create_input_reader(config: InputConfig, storage: Storage) -> InputReader:
                from graphrag_input.jsonl import JSONLinesFileReader

                register_input_reader(InputType.JsonLines, JSONLinesFileReader)
+            case InputType.MarkItDown:
+                from graphrag_input.markitdown import MarkItDownFileReader
+
+                register_input_reader(InputType.MarkItDown, MarkItDownFileReader)
            case _:
                msg = f"InputConfig.type '{input_strategy}' is not registered in the InputReaderFactory. Registered types: {', '.join(input_reader_factory.keys())}."
                raise ValueError(msg)
--- a/packages/graphrag-input/graphrag_input/input_type.py
+++ b/packages/graphrag-input/graphrag_input/input_type.py
@ -17,6 +17,8 @@ class InputType(StrEnum):
    """The JSON input type."""
    JsonLines = "jsonl"
    """The JSON Lines input type."""
+    MarkItDown = "markitdown"
+    """The MarkItDown input type."""

    def __repr__(self):
        """Get a string representation."""
--- a/packages/graphrag-input/graphrag_input/markitdown.py
+++ b/packages/graphrag-input/graphrag_input/markitdown.py
@ -0,0 +1,55 @@
+# Copyright (c) 2024 Microsoft Corporation.
+# Licensed under the MIT License
+
+"""A module containing 'TextFileReader' model."""
+
+import logging
+from io import BytesIO
+from pathlib import Path
+
+from markitdown import MarkItDown, StreamInfo
+
+from graphrag_input.hashing import gen_sha512_hash
+from graphrag_input.input_reader import InputReader
+from graphrag_input.text_document import TextDocument
+
+logger = logging.getLogger(__name__)
+
+
+class MarkItDownFileReader(InputReader):
+    """Reader implementation for any file type supported by markitdown.
+
+    https://github.com/microsoft/markitdown
+    """
+
+    def __init__(self, file_pattern: str | None = None, **kwargs):
+        super().__init__(
+            file_pattern=file_pattern if file_pattern is not None else ".*\\.txt$",
+            **kwargs,
+        )
+
+    async def read_file(self, path: str) -> list[TextDocument]:
+        """Read a text file into a DataFrame of documents.
+
+        Args:
+            - path - The path to read the file from.
+
+        Returns
+        -------
+            - output - list with a TextDocument for each row in the file.
+        """
+        bytes = await self._storage.get(path, encoding=self._encoding, as_bytes=True)
+        md = MarkItDown(enable_plugins=False)
+        result = md.convert_stream(
+            BytesIO(bytes), stream_info=StreamInfo(extension=Path(path).suffix)
+        )
+        text = result.markdown
+
+        document = TextDocument(
+            id=gen_sha512_hash({"text": text}, ["text"]),
+            title=result.title if result.title else str(Path(path).name),
+            text=text,
+            creation_date=await self._storage.get_creation_date(path),
+            raw_data=None,
+        )
+        return [document]
--- a/packages/graphrag-input/graphrag_input/text.py
+++ b/packages/graphrag-input/graphrag_input/text.py
@ -23,14 +23,14 @@ class TextFileReader(InputReader):
        )

    async def read_file(self, path: str) -> list[TextDocument]:
-        """Read a text file into a DataFrame of documents.
+        """Read a text file into a list of documents.

        Args:
            - path - The path to read the file from.

        Returns
        -------
-            - output - DataFrame with a row for each document in the file.
+            - output - list with a TextDocument for each row in the file.
        """
        text = await self._storage.get(path, encoding=self._encoding)
        document = TextDocument(
--- a/packages/graphrag-input/pyproject.toml
+++ b/packages/graphrag-input/pyproject.toml
@ -33,6 +33,7 @@ dependencies = [
    "graphrag-common==2.7.0",
    "graphrag-storage==2.7.0",
    "pydantic~=2.10",
+    "markitdown~=0.1.0"
 ]

 [project.urls]
--- a/packages/graphrag/graphrag/index/workflows/load_input_documents.py
+++ b/packages/graphrag/graphrag/index/workflows/load_input_documents.py
@ -26,7 +26,7 @@ async def run_workflow(
    output = await load_input_documents(input_reader)

    if len(output) == 0:
-        msg = "No input documents found."
+        msg = "Error reading documents, please see logs."
        logger.error(msg)
        raise ValueError(msg)

--- a/tests/unit/indexing/input/data/one-html/input.html
+++ b/tests/unit/indexing/input/data/one-html/input.html
@ -0,0 +1,8 @@
+<html>
+<head>
+<title>Test</title>
+<head>
+<body>
+Hi how are you today?
+</body>
+</html>
--- a/tests/unit/indexing/input/test_markitdown_loader.py
+++ b/tests/unit/indexing/input/test_markitdown_loader.py
@ -0,0 +1,25 @@
+# Copyright (c) 2024 Microsoft Corporation.
+# Licensed under the MIT License
+
+from graphrag_input import InputConfig, InputType, create_input_reader
+from graphrag_storage import StorageConfig, create_storage
+
+
+# these tests just confirm we can load files with MarkItDown,
+# and use html specifically because it requires no additional dependency installation
+async def test_markitdown_loader_one_file():
+    config = InputConfig(
+        storage=StorageConfig(
+            base_dir="tests/unit/indexing/input/data/one-html",
+        ),
+        type=InputType.MarkItDown,
+        file_pattern=".*\\.html$",
+    )
+    storage = create_storage(config.storage)
+    reader = create_input_reader(config, storage)
+    documents = await reader.read_files()
+    assert len(documents) == 1
+    # markitdown will extract the title and body from the HTML if present and clean them
+    assert documents[0].title == "Test"
+    assert documents[0].text == "Hi how are you today?"
+    assert documents[0].raw_data is None
--- a/tests/unit/indexing/input/test_text_loader.py
+++ b/tests/unit/indexing/input/test_text_loader.py
@ -5,7 +5,7 @@ from graphrag_input import InputConfig, InputType, create_input_reader
 from graphrag_storage import StorageConfig, create_storage


-async def test_txt_loader_one_file():
+async def test_text_loader_one_file():
    config = InputConfig(
        storage=StorageConfig(
            base_dir="tests/unit/indexing/input/data/one-txt",
@ -21,7 +21,7 @@ async def test_txt_loader_one_file():
    assert documents[0].raw_data is None


-async def test_txt_loader_multiple_files():
+async def test_text_loader_multiple_files():
    config = InputConfig(
        storage=StorageConfig(
            base_dir="tests/unit/indexing/input/data/multiple-txts",
--- a/uv.lock
+++ b/uv.lock
@ -1,9 +1,13 @@
 version = 1
 revision = 1
-requires-python = ">=3.11, <3.13"
+requires-python = ">=3.11, <3.14"
 resolution-markers = [
-    "python_full_version >= '3.12'",
-    "python_full_version < '3.12'",
+    "python_full_version >= '3.13' and sys_platform == 'win32'",
+    "python_full_version >= '3.13' and sys_platform != 'win32'",
+    "python_full_version == '3.12.*' and sys_platform == 'win32'",
+    "python_full_version == '3.12.*' and sys_platform != 'win32'",
+    "python_full_version < '3.12' and sys_platform == 'win32'",
+    "python_full_version < '3.12' and sys_platform != 'win32'",
 ]

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@ -92,7 +113,7 @@ version = "1.4.0"
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@ -115,7 +136,7 @@ source = { registry = "https://pypi.org/simple" }
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