From 8ef3bf639365266f5f274a31b405cdb8a6a7e125 Mon Sep 17 00:00:00 2001 From: Andrej Milicevic Date: Mon, 29 Sep 2025 17:32:25 +0200 Subject: [PATCH] feat: Add Docling as an ingestion option to cognee add. --- .../ingestion/save_data_item_to_storage.py | 6 + cognee/tests/test_add_docling_document.py | 59 + pyproject.toml | 2 + uv.lock | 1272 +++++++++++++++-- 4 files changed, 1199 insertions(+), 140 deletions(-) create mode 100644 cognee/tests/test_add_docling_document.py diff --git a/cognee/tasks/ingestion/save_data_item_to_storage.py b/cognee/tasks/ingestion/save_data_item_to_storage.py index 34f70e917..ae6bcc064 100644 --- a/cognee/tasks/ingestion/save_data_item_to_storage.py +++ b/cognee/tasks/ingestion/save_data_item_to_storage.py @@ -27,6 +27,12 @@ async def save_data_item_to_storage(data_item: Union[BinaryIO, str, Any]) -> str return await get_data_from_llama_index(data_item) + from docling_core.types import DoclingDocument + + if isinstance(data_item, DoclingDocument): + # Convert DoclingDocument to plain text and continue processing file + data_item = data_item.export_to_text() + # data is a file object coming from upload. if hasattr(data_item, "file"): return await save_data_to_file(data_item.file, filename=data_item.filename) diff --git a/cognee/tests/test_add_docling_document.py b/cognee/tests/test_add_docling_document.py new file mode 100644 index 000000000..172a3a800 --- /dev/null +++ b/cognee/tests/test_add_docling_document.py @@ -0,0 +1,59 @@ +import asyncio +import cognee + +import os + +# Provide your OpenAI LLM API KEY +os.environ["LLM_API_KEY"] = "" + + +async def main(): + # Get file path to document to process + from pathlib import Path + + current_directory = Path(__file__).resolve().parent + file_path_artificial = os.path.join( + current_directory, "test_data", "artificial-intelligence.pdf" + ) + file_path_png = os.path.join(current_directory, "test_data", "example_copy.png") + file_path_pptx = os.path.join(current_directory, "test_data", "example.pptx") + + await cognee.prune.prune_data() + await cognee.prune.prune_system(metadata=True) + + # Import necessary converter, and convert file to DoclingDocument format + from docling.document_converter import DocumentConverter + + converter = DocumentConverter() + + result = converter.convert(file_path_artificial) + await cognee.add(result.document) + + result = converter.convert(file_path_png) + await cognee.add(result.document) + + result = converter.convert(file_path_pptx) + await cognee.add(result.document) + + await cognee.cognify() + + answer = await cognee.search("Tell me about Artificial Intelligence.") + assert len(answer) != 0 + + answer = await cognee.search("Do programmers change light bulbs?") + assert len(answer) != 0 + lowercase_answer = answer[0].lower() + assert ("no" in lowercase_answer) or ("none" in lowercase_answer) + + answer = await cognee.search("What colours are there in the presentation table?") + assert len(answer) != 0 + lowercase_answer = answer[0].lower() + assert ( + ("red" in lowercase_answer) + and ("blue" in lowercase_answer) + and ("green" in lowercase_answer) + ) + + +if __name__ == "__main__": + asyncio.run(main()) diff --git a/pyproject.toml b/pyproject.toml index b385cb588..57c68b685 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -137,6 +137,8 @@ debug = ["debugpy>=1.8.9,<2.0.0"] monitoring = ["sentry-sdk[fastapi]>=2.9.0,<3", "langfuse>=2.32.0,<3"] +docling = ["docling>=2.54", "transformers>=4.55"] + [project.urls] Homepage = "https://www.cognee.ai" Repository = "https://github.com/topoteretes/cognee" diff --git a/uv.lock b/uv.lock index 94626c31e..fa2299683 100644 --- a/uv.lock +++ b/uv.lock @@ -1,21 +1,56 @@ version = 1 -revision = 2 +revision = 3 requires-python = ">=3.10, <=3.13" resolution-markers = [ - "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'", - "python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'", + "python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform == 'darwin'", + "python_full_version >= '3.13' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and sys_platform == 'linux'", + "(python_full_version >= '3.13' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and sys_platform == 'linux') or (python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'linux')", + "python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform == 'darwin'", + "python_full_version >= '3.13' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and sys_platform == 'linux'", + "(python_full_version >= '3.13' and platform_machine != 'aarch64' and platform_python_implementation == 'PyPy' and sys_platform == 'linux') or 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'aarch64' and sys_platform == 'linux') or (os_name == 'nt' and sys_platform != 'darwin' and sys_platform != 'linux')" }, { name = "importlib-metadata", marker = "python_full_version < '3.10.2'" }, { name = "packaging" }, { name = "pyproject-hooks" }, @@ -906,6 +941,10 @@ distributed = [ dlt = [ { name = "dlt", extra = ["sqlalchemy"] }, ] +docling = [ + { name = "docling" }, + { name = "transformers" }, +] docs = [ { name = "unstructured", extra = ["csv", "doc", "docx", "epub", "md", "odt", "org", "ppt", "pptx", "rst", "rtf", "tsv", "xlsx"] }, ] @@ -987,6 +1026,7 @@ requires-dist = [ { name = "deepeval", marker = "extra == 'deepeval'", specifier = ">=3.0.1,<4" }, { name = "deptry", marker = "extra == 'dev'", specifier = ">=0.20.0,<0.21" }, { name = "dlt", extras = ["sqlalchemy"], marker = "extra == 'dlt'", specifier = ">=1.9.0,<2" }, + { name = "docling", marker = "extra == 'docling'", specifier = ">=2.54" }, { name = "falkordb", marker = "extra == 'falkordb'", specifier = 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