diff --git a/.mailmap b/.mailmap
index bc4072974..8470c3c31 100644
--- a/.mailmap
+++ b/.mailmap
@@ -12,3 +12,4 @@ Michael Skarlinski <mskarlinski@futurehouse.org> mskarlin <12701035+mskarlin@use
 Odhran O'Donoghue <odhran.r.odonoghue@gmail.com> odhran-o-d <odhran.r.odonoghue@gmail.com>
 Odhran O'Donoghue <odhran.r.odonoghue@gmail.com> <39832722+odhran-o-d@users.noreply.github.com>
 Samantha Cox <samc@futurehouse.org> <swrig30@ur.rochester.edu>
+takeru fukushima <takeru.f.2004@gmail.com><100330935+takeruhukushima@users.noreply.github.com>
diff --git a/README.md b/README.md
index 7c83252a1..9063d48fc 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@
 ![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)
 ![PyPI Python Versions](https://img.shields.io/pypi/pyversions/paper-qa)
 
-PaperQA2 is a package for doing high-accuracy retrieval augmented generation (RAG) on PDFs or text files,
+PaperQA2 is a package for doing high-accuracy retrieval augmented generation (RAG) on PDFs, text files, Microsoft Office documents, and source code files,
 with a focus on the scientific literature.
 See our [recent 2024 paper](https://paper.wikicrow.ai)
 to see examples of PaperQA2's superhuman performance in scientific tasks like
@@ -395,7 +395,7 @@ It just removes the automation associated with an agent picking the documents to
 ```python
 from paperqa import Docs, Settings
 
-# valid extensions include .pdf, .txt, .md, and .html
+# valid extensions include .pdf, .txt, .md, .html, .docx, .xlsx, .pptx, and code files (e.g., .py, .ts, .yaml)
 doc_paths = ("myfile.pdf", "myotherfile.pdf")
 
 # Prepare the Docs object by adding a bunch of documents
@@ -438,7 +438,7 @@ from paperqa import Docs
 
 async def main() -> None:
     docs = Docs()
-    # valid extensions include .pdf, .txt, .md, and .html
+    # valid extensions include .pdf, .txt, .md, .html, .docx, .xlsx, .pptx, and code files (e.g., .py, .ts, .yaml)
     for doc in ("myfile.pdf", "myotherfile.pdf"):
         await docs.aadd(doc)
 
diff --git a/pyproject.toml b/pyproject.toml
index ea4dfc3b7..5950ae3ae 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -63,7 +63,7 @@ dev = [
     "ipython>=8",  # Pin to keep recent
     "litellm>=1.71",  # Lower pin for aiohttp transport adoption
     "mypy>=1.8",  # Pin for mutable-override
-    "paper-qa[docling,image,ldp,memory,pypdf-media,pymupdf,typing,zotero,local,qdrant]",
+    "paper-qa[docling,image,ldp,memory,pypdf-media,pymupdf,typing,zotero,local,qdrant,office]",
     "prek",
     "pydantic~=2.11",  # Pin for start of model_fields deprecation
     "pylint-pydantic",
@@ -92,6 +92,9 @@ memory = [
     "paper-qa[ldp]",
     "usearch>=2.16.4",  # Pin for Python 3.13 support
 ]
+office = [
+    "unstructured[docx,xlsx,pptx]",
+]
 openreview = [
     "openreview-py",
 ]
diff --git a/src/paperqa/readers.py b/src/paperqa/readers.py
index 2e3c45d2e..dd3e51c10 100644
--- a/src/paperqa/readers.py
+++ b/src/paperqa/readers.py
@@ -3,6 +3,7 @@
 import asyncio
 import os
 from collections.abc import Awaitable, Callable
+from importlib.metadata import version
 from math import ceil
 from pathlib import Path
 from typing import Literal, Protocol, cast, overload, runtime_checkable
@@ -171,6 +172,61 @@ def parse_text(
     )
 
 
+def parse_office_doc(
+    path: str | os.PathLike,
+    **kwargs,
+) -> ParsedText:
+    """Parse office documents (.docx, .xlsx, .pptx) using unstructured, extracting text and images."""
+    try:
+        import unstructured
+        from unstructured.documents.elements import Image, Table
+        from unstructured.partition.auto import partition
+    except ImportError as exc:
+        raise ImportError(
+            "Could not import `unstructured` dependencies. "
+            "Please install with `pip install paper-qa[office]`."
+        ) from exc
+    UNSTRUCTURED_VERSION = version(unstructured.__name__)
+    elements = partition(str(path), **kwargs)
+
+    content_dict = {}
+    media_list: list[ParsedMedia] = []
+    current_text = ""
+    media_index = 0
+
+    for el in elements:
+        if isinstance(el, Image):
+            image_data = el.metadata.image_data
+            # Create a ParsedMedia object
+            parsed_media = ParsedMedia(
+                index=media_index,
+                data=image_data,
+                info={"suffix": el.metadata.image_mime_type},
+            )
+            media_list.append(parsed_media)
+            media_index += 1
+        elif isinstance(el, Table):
+            # For tables, we could get the HTML representation for better structure
+            if el.metadata.text_as_html:
+                current_text += el.metadata.text_as_html + "\n\n"
+        else:
+            current_text += str(el) + "\n\n"
+
+    # For office docs, we can treat the whole document as a single "page"
+    content_dict["1"] = (current_text, media_list)
+
+    return ParsedText(
+        content=content_dict,
+        metadata=ParsedMetadata(
+            parsing_libraries=[f"{unstructured.__name__} ({UNSTRUCTURED_VERSION})"],
+            paperqa_version=pqa_version,
+            total_parsed_text_length=len(current_text),
+            count_parsed_media=len(media_list),
+            name=f"office_doc|path={path}",
+        ),
+    )
+
+
 def chunk_text(
     parsed_text: ParsedText,
     doc: Doc,
@@ -276,7 +332,7 @@ def chunk_code_text(
 
 IMAGE_EXTENSIONS = tuple({".png", ".jpg", ".jpeg"})
 # When HTML reader supports images, add here
-ENRICHMENT_EXTENSIONS = tuple({".pdf", *IMAGE_EXTENSIONS})
+ENRICHMENT_EXTENSIONS = tuple({".pdf", ".docx", ".xlsx", ".pptx", *IMAGE_EXTENSIONS})
 
 
 @overload
@@ -383,6 +439,9 @@ async def read_doc(  # noqa: PLR0912
         )
     elif str_path.endswith(IMAGE_EXTENSIONS):
         parsed_text = await parse_image(path, **parser_kwargs)
+    elif str_path.endswith((".docx", ".xlsx", ".pptx")):
+        # TODO: Make parse_office_doc async
+        parsed_text = await asyncio.to_thread(parse_office_doc, path, **parser_kwargs)
     else:
         parsed_text = await asyncio.to_thread(
             parse_text, path, split_lines=True, **parser_kwargs
@@ -412,7 +471,7 @@ async def read_doc(  # noqa: PLR0912
                 f"|reduction=cl100k_base{enrichment_summary}"
             ),
         )
-    elif str_path.endswith(".pdf"):
+    elif str_path.endswith((".pdf", ".docx", ".xlsx", ".pptx")):
         chunked_text = chunk_pdf(
             parsed_text, doc, chunk_chars=chunk_chars, overlap=overlap
         )
@@ -420,7 +479,7 @@ async def read_doc(  # noqa: PLR0912
             size=chunk_chars,
             overlap=overlap,
             name=(
-                f"paper-qa={pqa_version}|algorithm=overlap-pdf"
+                f"paper-qa={pqa_version}|algorithm=overlap-document"
                 f"|size={chunk_chars}|overlap={overlap}{enrichment_summary}"
             ),
         )
@@ -445,6 +504,7 @@ async def read_doc(  # noqa: PLR0912
                 f"|size={chunk_chars}|overlap={overlap}{enrichment_summary}"
             ),
         )
+
     else:
         chunked_text = chunk_code_text(
             parsed_text, doc, chunk_chars=chunk_chars, overlap=overlap
diff --git a/src/paperqa/settings.py b/src/paperqa/settings.py
index 2ade04db7..d90d35621 100644
--- a/src/paperqa/settings.py
+++ b/src/paperqa/settings.py
@@ -598,7 +598,7 @@ class IndexSettings(BaseModel):
         default=lambda f: (
             f.suffix
             # TODO: add images after embeddings are supported
-            in {".txt", ".pdf", ".html", ".md"}
+            in {".txt", ".pdf", ".html", ".md", ".xlsx", ".docx", ".pptx"}
         ),
         exclude=True,
         description=(
diff --git a/tests/stub_data/dummy.docx b/tests/stub_data/dummy.docx
new file mode 100644
index 000000000..66ea45f30
Binary files /dev/null and b/tests/stub_data/dummy.docx differ
diff --git a/tests/stub_data/dummy.pptx b/tests/stub_data/dummy.pptx
new file mode 100644
index 000000000..f08325fb5
Binary files /dev/null and b/tests/stub_data/dummy.pptx differ
diff --git a/tests/stub_data/dummy.xlsx b/tests/stub_data/dummy.xlsx
new file mode 100644
index 000000000..2abcb4925
Binary files /dev/null and b/tests/stub_data/dummy.xlsx differ
diff --git a/tests/test_agents.py b/tests/test_agents.py
index d1f9719b9..a4b0b852a 100644
--- a/tests/test_agents.py
+++ b/tests/test_agents.py
@@ -91,11 +91,12 @@ async def test_get_directory_index(
         ], "Incorrect fields in index"
         assert not index.changed, "Expected index to not have changes at this point"
         # bates.txt + empty.txt + flag_day.html + gravity_hill.md + influence.pdf
-        # + obama.txt + paper.pdf + pasa.pdf + duplicate_media.pdf,
+        # + obama.txt + paper.pdf + pasa.pdf + duplicate_media.pdf
+        # + dummy.docx + dummy.pptx + dummy.xlsx,
         # but empty.txt fails to be added
         path_to_id = await index.index_files
         assert (
-            sum(id_ != FAILED_DOCUMENT_ADD_ID for id_ in path_to_id.values()) == 8
+            sum(id_ != FAILED_DOCUMENT_ADD_ID for id_ in path_to_id.values()) == 11
         ), "Incorrect number of parsed index files"
 
         with subtests.test(msg="check-txt-query"):
@@ -159,9 +160,9 @@ async def test_get_directory_index(
             ),
         ):
             index = await get_directory_index(settings=agent_test_settings)
-        # Subtract 1 for the removed obama.txt file,
+        # Subtract 4 for the removed obama.txt, dummy.docx, dummy.pptx, and dummy.xlsx files,
         # and another 1 for the filtered out flag_day.html
-        assert len(await index.index_files) == len(path_to_id) - 2
+        assert len(await index.index_files) == len(path_to_id) - 4 - 1
         mock_aadd.assert_not_awaited(), "Expected we didn't re-add files"
 
         # Note let's delete files.zip, and confirm we can't load the index
@@ -261,6 +262,9 @@ async def test_getting_manifest(
     "obama.txt",
     "paper.pdf",
     "pasa.pdf",
+    "dummy.docx",
+    "dummy.pptx",
+    "dummy.xlsx",
 }
 
 
diff --git a/tests/test_paperqa.py b/tests/test_paperqa.py
index b31049dae..53dfeab2d 100644
--- a/tests/test_paperqa.py
+++ b/tests/test_paperqa.py
@@ -1385,7 +1385,7 @@ async def test_chunk_metadata_reader(
     assert "pdf" in metadata.name
     assert isinstance(metadata.chunk_metadata, ChunkMetadata)
     assert metadata.chunk_metadata.name
-    assert "overlap-pdf" in metadata.chunk_metadata.name
+    assert "overlap-document" in metadata.chunk_metadata.name
     assert metadata.chunk_metadata.overlap == 100
     assert metadata.chunk_metadata.size == 3000
     assert len(chunk_text) > 2, "Expected multiple chunks, for meaningful assertions"
@@ -3108,3 +3108,36 @@ async def test_reader_config_propagation(stub_data_dir: Path) -> None:
     assert mock_read_doc.call_args.kwargs["chunk_chars"] == 2000
     assert mock_read_doc.call_args.kwargs["overlap"] == 50
     assert mock_read_doc.call_args.kwargs["dpi"] == 144
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    ("filename", "query"),
+    [
+        ("dummy.docx", "What is the RAG system?"),
+        ("dummy.pptx", "What is the RAG system?"),
+        ("dummy.xlsx", "What is the price of a laptop?"),
+    ],
+)
+async def test_parse_office_doc(stub_data_dir: Path, filename: str, query: str) -> None:
+    docs = Docs()
+
+    settings = Settings(
+        llm="gemini/gemini-2.5-flash",
+        embedding="gemini/text-embedding-004",
+        summary_llm="gemini/gemini-2.5-flash",
+        agent={"agent_llm": "gemini/gemini-2.5-flash"},
+        parsing=ParsingSettings(use_doc_details=False),
+    )
+    docname = await docs.aadd(
+        stub_data_dir / filename,
+        citation="dummy citation",
+        docname=filename,
+        settings=settings,
+    )
+    assert docname is not None
+    assert docs.texts
+    session = await docs.aquery(query, settings=settings)
+    assert session.used_contexts
+    assert len(session.answer) > 10, "Expected an answer"
+    assert CANNOT_ANSWER_PHRASE not in session.answer, "Expected the system to be sure"
diff --git a/uv.lock b/uv.lock
index 29e6dd987..066855eda 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 3
+revision = 2
 requires-python = ">=3.11"
 resolution-markers = [
     "python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform == 'darwin'",
@@ -255,6 +255,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373", size = 67615, upload-time = "2025-10-06T13:54:43.17Z" },
 ]
 
+[[package]]
+name = "backoff"
+version = "2.2.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/47/d7/5bbeb12c44d7c4f2fb5b56abce497eb5ed9f34d85701de869acedd602619/backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba", size = 17001, upload-time = "2022-10-05T19:19:32.061Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/df/73/b6e24bd22e6720ca8ee9a85a0c4a2971af8497d8f3193fa05390cbd46e09/backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8", size = 15148, upload-time = "2022-10-05T19:19:30.546Z" },
+]
+
 [[package]]
 name = "beartype"
 version = "0.22.4"
@@ -516,6 +525,81 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/0f/08/dacbae816f13294c77fe03131185ad8f951cd4f2f3ca6b03e2aba2662340/coredis-5.3.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:259e427d637d28be4c952ea3dca8a180c1b6ce71f8d5560a3dc8c1e62b5c5783", size = 387097, upload-time = "2025-10-10T22:28:13.003Z" },
 ]
 
+[[package]]
+name = "cryptography"
+version = "46.0.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/9f/33/c00162f49c0e2fe8064a62cb92b93e50c74a72bc370ab92f86112b33ff62/cryptography-46.0.3.tar.gz", hash = "sha256:a8b17438104fed022ce745b362294d9ce35b4c2e45c1d958ad4a4b019285f4a1", size = 749258, upload-time = "2025-10-15T23:18:31.74Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1d/42/9c391dd801d6cf0d561b5890549d4b27bafcc53b39c31a817e69d87c625b/cryptography-46.0.3-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:109d4ddfadf17e8e7779c39f9b18111a09efb969a301a31e987416a0191ed93a", size = 7225004, upload-time = "2025-10-15T23:16:52.239Z" },
+    { url = "https://files.pythonhosted.org/packages/1c/67/38769ca6b65f07461eb200e85fc1639b438bdc667be02cf7f2cd6a64601c/cryptography-46.0.3-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:09859af8466b69bc3c27bdf4f5d84a665e0f7ab5088412e9e2ec49758eca5cbc", size = 4296667, upload-time = "2025-10-15T23:16:54.369Z" },
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@@ -2349,6 +2513,7 @@ dev = [
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     { name = "types-pyyaml" },
     { name = "types-setuptools" },
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@@ -2368,6 +2533,9 @@ memory = [
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 version = "3.2.9"