diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
new file mode 100644
index 0000000..eb3f180
--- /dev/null
+++ b/.github/workflows/docs.yml
@@ -0,0 +1,110 @@
+name: CI Docs
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+
+jobs:
+  build-docs:
+    name: "Build Docs"
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v6
+        with:
+          fetch-depth: 0 # Full history for accurate page timestamps
+
+      - uses: actions/setup-python@v6
+        with:
+          python-version: "3.12"
+
+      - name: Install package and dependencies
+        run: |
+          python -m pip install uv
+          uv sync --all-extras
+          uv pip install great-docs
+
+      - name: Set up Quarto
+        uses: quarto-dev/quarto-actions/setup@v2
+
+      - name: Build docs
+        run: uv run great-docs build
+
+      - name: Save docs artifact
+        uses: actions/upload-artifact@v7
+        with:
+          name: docs-html
+          path: great-docs/_site
+          include-hidden-files: true
+
+      - name: Upload build timings
+        uses: actions/upload-artifact@v7
+        with:
+          name: build-timings
+          path: great-docs/_site/build-timings.json
+
+  publish-docs:
+    name: "Publish Docs"
+    runs-on: ubuntu-latest
+    needs: "build-docs"
+    if: github.ref == 'refs/heads/main'
+    permissions:
+      pages: write
+      id-token: write
+    environment:
+      name: github-pages
+      url: ${{ steps.deployment.outputs.page_url }}
+    steps:
+      - uses: actions/download-artifact@v7
+        with:
+          name: docs-html
+          path: great-docs/_site
+
+      - name: Upload Pages artifact
+        uses: actions/upload-pages-artifact@v5
+        with:
+          path: great-docs/_site
+          include-hidden-files: true
+
+      - name: Deploy to GitHub Pages
+        id: deployment
+        uses: actions/deploy-pages@v5
+
+  preview-docs:
+    name: "Preview Docs"
+    runs-on: ubuntu-latest
+    needs: "build-docs"
+    if: github.event_name == 'pull_request'
+    permissions:
+      deployments: write
+      pull-requests: write
+    steps:
+      - uses: actions/download-artifact@v7
+        with:
+          name: docs-html
+          path: great-docs/_site
+
+      # Start deployment
+      - name: Configure pull release name
+        if: ${{ github.event_name == 'pull_request' }}
+        run: |
+          echo "RELEASE_NAME=pr-${{ github.event.number }}" >> $GITHUB_ENV
+
+      - name: Configure branch release name
+        if: ${{ github.event_name != 'pull_request' }}
+        run: |
+          # use branch name, but replace slashes. E.g. feat/a -> feat-a
+          echo "RELEASE_NAME=${GITHUB_REF_NAME//\//-}" >> $GITHUB_ENV
+
+      # Deploy
+      - name: Create Github Deployment
+        uses: bobheadxi/deployments@v1
+        id: deployment
+        if: ${{ !github.event.pull_request.head.repo.fork }}
+        with:
+          step: start
+          token: ${{ secrets.GITHUB_TOKEN }}
+          env: ${{ env.RELEASE_NAME }}
+          ref: ${{ github.head_ref }}
+          logs: "https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}"
diff --git a/.gitignore b/.gitignore
index 2165b75..bed7bba 100644
--- a/.gitignore
+++ b/.gitignore
@@ -127,5 +127,5 @@ dmypy.json
 .vscode/settings.json
 tmp.py
 
-# Added by Sam Edwardes
-site
+# Great Docs build output (ephemeral)
+great-docs/
diff --git a/CLAUDE.md b/CLAUDE.md
index 0f4e673..73ed311 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -38,14 +38,23 @@ just lint
 
 ### Documentation
 
+The docs site is built with [Great Docs](https://posit-dev.github.io/great-docs/)
+(a Quarto-based generator). Great Docs requires Python 3.11+ and the Quarto CLI, and
+is run via `uvx` so it stays separate from the package's own dependencies. Content lives
+in `great-docs.yml`, the `user_guide/` directory, and the package docstrings. The
+landing page is generated automatically from `README.md`.
+
 ```bash
-# Preview docs locally
+# Preview docs locally (http://localhost:3000)
 just preview-docs
 
-# Publish docs to GitHub Pages
-just publish-docs
+# Build the static site into great-docs/_site
+just build-docs
 ```
 
+Docs are published to GitHub Pages automatically by the `CI Docs` workflow
+(`.github/workflows/docs.yml`) on every push to `main` — there is no manual publish step.
+
 ### Building and Publishing
 
 ```bash
diff --git a/docs/assets/images/user-astronaut-solid.svg b/assets/user-astronaut-solid.svg
similarity index 100%
rename from docs/assets/images/user-astronaut-solid.svg
rename to assets/user-astronaut-solid.svg
diff --git a/docs/api/spacypdfreader.parsers.md b/docs/api/spacypdfreader.parsers.md
deleted file mode 100644
index e866a66..0000000
--- a/docs/api/spacypdfreader.parsers.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# spacypdfreader.parsers
-
-::: spacypdfreader.parsers.pdfminer
-
-::: spacypdfreader.parsers.pytesseract
\ No newline at end of file
diff --git a/docs/api/spacypdfreader.spacypdfreader.md b/docs/api/spacypdfreader.spacypdfreader.md
deleted file mode 100644
index 464715d..0000000
--- a/docs/api/spacypdfreader.spacypdfreader.md
+++ /dev/null
@@ -1,3 +0,0 @@
-# spacypdfreader.spacypdfreader
-
-::: spacypdfreader.spacypdfreader
\ No newline at end of file
diff --git a/docs/contributing.md b/docs/contributing.md
deleted file mode 100644
index e82b170..0000000
--- a/docs/contributing.md
+++ /dev/null
@@ -1,55 +0,0 @@
-# Contributing
-
-## Deployment checklist
-
-Before merging changes into main the following must be completed:
-
-- [ ] Bump the version number in _pyproject.toml_ and _spacypdfreader.**init**.py_
-- [ ] Format the code: `just format`
-- [ ] Lint: `just lint`
-- [ ] Run pytest:
-
-  ```bash
-  just test-matrix
-  just test-docs
-  ```
-
-- Test publishing to test PyPI: `just publish-test`
-- [ ] Check the docs locally: `just preview-docs`
-
-After merging the pull request:
-
-- [ ] Create a new release on GitHub
-- [ ] Publish latest docs to GitHub pages: `just publish-docs`
-- [ ] Publish latest package to PyPi: `just publish`
-
-## Code style
-
-The ruff code formatter should be run against all code.
-
-```bash
-just format
-```
-
-## Documentation
-
-Documentation is built using [Material for mkdocs](https://squidfunk.github.io/mkdocs-material/). All of the documentations lives within the `docs/` directory.
-
-### Test the docs locally
-
-To test the docs locally run the following command:
-
-```bash
-just preview-docs
-```
-
-### Publish the docs
-
-The docs are hosted on using GitHub pages at [https://samedwardes.github.io/spaCyPDFreader/contributing/](https://samedwardes.github.io/spaCyPDFreader/contributing/).
-
-Run the following to update the docs:
-
-```bash
-just publish-docs
-```
-
diff --git a/docs/hooks.py b/docs/hooks.py
deleted file mode 100644
index 5789cf0..0000000
--- a/docs/hooks.py
+++ /dev/null
@@ -1,5 +0,0 @@
-import shutil
-
-
-def copy_readme(*args, **kwargs):
-    shutil.copy("README.md", "docs/index.md")
diff --git a/docs/index.md b/docs/index.md
deleted file mode 100644
index 6601cbc..0000000
--- a/docs/index.md
+++ /dev/null
@@ -1,3 +0,0 @@
-{%
-   include-markdown "../README.md"
-%}
\ No newline at end of file
diff --git a/great-docs.yml b/great-docs.yml
new file mode 100644
index 0000000..9e74b0c
--- /dev/null
+++ b/great-docs.yml
@@ -0,0 +1,73 @@
+# Great Docs Configuration
+# See https://posit-dev.github.io/great-docs/user-guide/configuration.html
+
+# Display Name
+# ------------
+display_name: spacypdfreader
+
+# Docstring Parser
+# ----------------
+# The docstring format used in your package (numpy, google, or sphinx)
+parser: google
+
+# Dynamic Introspection
+# ---------------------
+# Use runtime introspection for more accurate documentation (default: true)
+dynamic: true
+
+# Logo & Favicon
+# --------------
+logo: assets/user-astronaut-solid.svg
+
+# GitHub Integration
+# ------------------
+# GitHub link style: "widget" (shows stars count) or "icon" (simple icon)
+github_style: widget
+
+# Site URL
+# --------
+# Canonical address of the deployed documentation site.
+site_url: "https://samedwardes.github.io/spacypdfreader/"
+
+# Author Information
+# ------------------
+authors:
+  - name: Sam Edwardes
+    role: Maintainer
+    email: edwardes.s@gmail.com
+    github: SamEdwardes
+    homepage: https://www.linkedin.com/in/samedwardes
+
+# User Guide
+# ----------
+# Section ordering for the User Guide .qmd files in user_guide/.
+user_guide:
+  - section: "Guides"
+    contents:
+      - parsers.qmd
+      - multiprocessing.qmd
+      - spacy-extensions.qmd
+  - section: "Project"
+    contents:
+      - changelog.qmd
+      - contributing.qmd
+
+# Jupyter Kernel
+# --------------
+jupyter: python3
+
+# API Reference Structure
+# -----------------------
+reference:
+  - title: Functions
+    desc: The main entry point for converting a PDF into a spaCy Doc.
+    contents:
+      - spacypdfreader.pdf_reader
+
+  - title: Parsers
+    desc: >-
+      Built-in PDF-to-text parsers. Pass one of these to the `pdf_parser`
+      argument of `pdf_reader`, or bring your own.
+    contents:
+      - parsers.pdfminer.parser
+      - parsers.pytesseract.parser
diff --git a/justfile b/justfile
index 37a3030..2368920 100644
--- a/justfile
+++ b/justfile
@@ -47,15 +47,18 @@ test-matrix:
 test-gha:
     gh workflow run pytest.yml --ref $(git branch --show-current)
 
+# great-docs requires Python 3.11+ and is run via uvx, separate from the
+# package's own dependencies (which support Python 3.9+). The pytesseract
+# extras are included so the API reference can introspect every parser module.
+docs_cmd := "uvx --python 3.12 --with-editable . --with pdf2image --with pillow --with pytesseract --with great-docs great-docs"
+
 [group('docs')]
 preview-docs:
-    uv run mkdocs serve
+    {{docs_cmd}} preview
 
 [group('docs')]
-publish-docs:
-    rm -rf site
-    uv run mkdocs build
-    uv run mkdocs gh-deploy
+build-docs:
+    {{docs_cmd}} build
 
 [group('docs')]
 test-docs:
diff --git a/mkdocs.yml b/mkdocs.yml
deleted file mode 100644
index ac4a68c..0000000
--- a/mkdocs.yml
+++ /dev/null
@@ -1,77 +0,0 @@
-site_name: spacypdfreader
-site_description: PDF to spaCy text extraction.
-repo_url: https://github.com/samedwardes/spacypdfreader
-repo_name: 'samedwardes/spacypdfreader'
-edit_uri: ''
-
-theme:
-  name: material
-  icon:
-    logo: fontawesome/solid/user-astronaut
-  favicon: assets/images/user-astronaut-solid.svg
-  features:
-    - search.suggest
-    - search.highlight
-    - content.code.annotate
-  palette:
-    - scheme: default
-      primary: indigo
-      accent: indigo
-      toggle:
-        icon: material/toggle-switch
-        name: Switch to dark mode
-    - scheme: slate
-      primary: red
-      accent: red
-      toggle:
-        icon: material/toggle-switch-off-outline
-        name: Switch to light mode
-
-markdown_extensions:
-  - admonition
-  - pymdownx.highlight:
-      anchor_linenums: true
-  - pymdownx.inlinehilite
-  - pymdownx.snippets
-  - pymdownx.superfences
-  - pymdownx.details
-  - pymdownx.tasklist:
-      custom_checkbox: true
-      clickable_checkbox: true
-
-plugins:
-  - search
-  - include-markdown
-  - mkdocstrings:
-      watch:
-        - spacypdfreader
-      handlers:
-        python:
-          selection:
-            filters:
-              - "!^_"  # exlude all members starting with _
-              - "^__init__$"  # but always include __init__ modules and methods
-          rendering:
-            show_category_heading: false
-            show_root_heading: true
-            show_signature_annotations: true
-
-extra:
-  social:
-    - icon: fontawesome/brands/github-alt
-      link: https://github.com/samedwardes/spacypdfreader
-    - icon: fontawesome/brands/twitter
-      link: https://twitter.com/therealsamlam
-    - icon: fontawesome/brands/linkedin
-      link: https://www.linkedin.com/in/samedwardes
-
-nav:
-  - Home: 'index.md'
-  - parsers.md
-  - multiprocessing.md
-  - changelog.md
-  - contributing.md
-  - API reference:
-    - api/spacy-extensions.md
-    - api/spacypdfreader.spacypdfreader.md
-    - api/spacypdfreader.parsers.md
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 30b4743..5fc03e3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -27,7 +27,7 @@ Homepage = "https://samedwardes.github.io/spacypdfreader"
 Documentation = "https://samedwardes.github.io/spacypdfreader"
 Repository = "https://github.com/SamEdwardes/spaCyPDFreader.git"
 Issues = "https://github.com/SamEdwardes/spaCyPDFreader/issues"
-Changelog = "https://github.com/SamEdwardes/spacypdfreader/blob/main/docs/changelog.md"
+Changelog = "https://samedwardes.github.io/spacypdfreader/user-guide/changelog.html"
 
 [project.optional-dependencies]
 pytesseract = ["pdf2image>=1.17.0", "pillow>=10.4.0", "pytesseract>=0.3.13"]
@@ -42,11 +42,6 @@ en-core-web-sm = { url = "https://github.com/explosion/spacy-models/releases/dow
 
 [dependency-groups]
 dev = [
-  "mkdocs>=1.6.1",
-  "mkdocs-include-markdown-plugin>=6.2.2",
-  "mkdocs-material>=9.5.39",
   "pytest>=8.3.3",
   "en-core-web-sm",
-  "mkdocstrings>=0.26.1",
-  "mkdocstrings-python>=1.11.1",
 ]
diff --git a/docs/changelog.md b/user_guide/changelog.qmd
similarity index 99%
rename from docs/changelog.md
rename to user_guide/changelog.qmd
index 768f804..2595b90 100644
--- a/docs/changelog.md
+++ b/user_guide/changelog.qmd
@@ -1,4 +1,6 @@
-# Changelog
+---
+title: Changelog
+---
 
 ## 0.4.0 (2025-10-30)
 
diff --git a/user_guide/contributing.qmd b/user_guide/contributing.qmd
new file mode 100644
index 0000000..ed16c65
--- /dev/null
+++ b/user_guide/contributing.qmd
@@ -0,0 +1,63 @@
+---
+title: Contributing
+---
+
+## Deployment checklist
+
+Before merging changes into main the following must be completed:
+
+- [ ] Bump the version number in _pyproject.toml_ and _spacypdfreader.\_\_init\_\__.py_
+- [ ] Format the code: `just format`
+- [ ] Lint: `just lint`
+- [ ] Run pytest:
+
+  ```bash
+  just test-matrix
+  just test-docs
+  ```
+
+- Test publishing to test PyPI: `just publish-test`
+- [ ] Check the docs locally: `just preview-docs`
+
+After merging the pull request:
+
+- [ ] Create a new release on GitHub
+- [ ] Publish latest package to PyPi: `just publish`
+
+The documentation is published automatically to GitHub Pages by the
+`CI Docs` GitHub Actions workflow on every push to `main`, so no manual
+docs deployment step is required.
+
+## Code style
+
+The ruff code formatter should be run against all code.
+
+```bash
+just format
+```
+
+## Documentation
+
+Documentation is built using [Great Docs](https://posit-dev.github.io/great-docs/),
+a Quarto-based documentation generator for Python packages. All of the
+documentation content lives in `great-docs.yml`, the `user_guide/` directory,
+and the docstrings within the package source code.
+
+Building the docs requires [Quarto](https://quarto.org/docs/get-started/) to be
+installed locally. Great Docs itself is run through `uvx`, so it does not need
+to be added to the project dependencies.
+
+### Test the docs locally
+
+To preview the docs locally run the following command:
+
+```bash
+just preview-docs
+```
+
+### Publish the docs
+
+The docs are hosted using GitHub Pages at
+[https://samedwardes.github.io/spacypdfreader/](https://samedwardes.github.io/spacypdfreader/).
+They are rebuilt and published automatically by the `CI Docs` workflow
+(`.github/workflows/docs.yml`) on every push to the `main` branch.
diff --git a/docs/multiprocessing.md b/user_guide/multiprocessing.qmd
similarity index 97%
rename from docs/multiprocessing.md
rename to user_guide/multiprocessing.qmd
index 02aa019..dd83004 100644
--- a/docs/multiprocessing.md
+++ b/user_guide/multiprocessing.qmd
@@ -1,4 +1,6 @@
-# Multiprocessing
+---
+title: Multiprocessing
+---
 
 As of version `0.3.0` spacypdfreader has built in support for multi-processing. This can dramatically improve the time it takes to convert a PDF to text.
 
@@ -6,7 +8,7 @@ As of version `0.3.0` spacypdfreader has built in support for multi-processing.
 
 You can use multiprocessing with an parser.
 
-**pdfminder**
+**pdfminer**
 
 ```python
 import spacy
@@ -71,4 +73,3 @@ bench(None)
 bench(8)
 # Took 9.051591 seconds to complete
 ```
-
diff --git a/docs/parsers.md b/user_guide/parsers.qmd
similarity index 77%
rename from docs/parsers.md
rename to user_guide/parsers.qmd
index a6f4868..f4b6863 100644
--- a/docs/parsers.md
+++ b/user_guide/parsers.qmd
@@ -1,4 +1,6 @@
-# Parsers
+---
+title: Parsers
+---
 
 Extracting text from PDF documents can be challenging. There are several different options in the python ecosystem. *spacypdfreader* makes it easy to extract text from PDF documents. At this time *spacypdfreader* has built in support for two options:
 
@@ -7,13 +9,13 @@ Extracting text from PDF documents can be challenging. There are several differe
 
 You can also bring your own custom PDF to text parser to use in *spacypdfreader*.
 
-!!! tip
+::: {.callout-tip}
+💁‍♂️ Would you like to see another parser added? Please submit an issue on [GitHub](https://github.com/SamEdwardes/spaCyPDFreader/issues/new/choose) and the maintainer will look into adding support.
+:::
 
-    💁‍♂️ Would you like to see another parser added? Please submit an issue on [GitHub](https://github.com/SamEdwardes/spaCyPDFreader/issues/new/choose) and the maintainer will look into adding support.
-
-!!! tip
-
-    Parsing big PDFs can be slow. For example, parsing a 166 page PDF document on an M1 mac took 166 seconds. If you are working with larger documents try breaking them into smaller documents and use multiprocessing.
+::: {.callout-tip}
+Parsing big PDFs can be slow. For example, parsing a 166 page PDF document on an M1 mac took 166 seconds. If you are working with larger documents try breaking them into smaller documents and use multiprocessing.
+:::
 
 ## Comparison of built in parsers
 
@@ -31,7 +33,7 @@ All PDF to text parsers have their tradeoffs. The table below summaries the pros
 
 A pure Python library for extracting text from PDFs.
 
-**Installation** 
+**Installation**
 
 No action required, *pdfminer* will automatically be installed when you install *spacypdfreader*.
 
@@ -48,17 +50,17 @@ nlp = spacy.load("en_core_web_sm")
 doc = pdf_reader("tests/data/test_pdf_01.pdf", nlp)
 ```
 
-You could also be more verbose and pass in additional parameters. For a list of available parameters please refer to the pdfminer documentation for the [`extract_function`](https://pdfminersix.readthedocs.io/en/latest/reference/highlevel.html#extract-text) function.
+You could also be more verbose and pass in additional parameters. For a list of available parameters please refer to the pdfminer documentation for the [`extract_text`](https://pdfminersix.readthedocs.io/en/latest/reference/highlevel.html#extract-text) function.
 
 ```python
 import spacy
 
 from spacypdfreader import pdf_reader
-from spacypdfreader.parsers.pdfminer import PdfminerParser
+from spacypdfreader.parsers.pdfminer import parser
 
 nlp = spacy.load("en_core_web_sm")
 params = {"caching": False}
-doc = pdf_reader("tests/data/test_pdf_01.pdf", nlp, PdfminerParser, **params)
+doc = pdf_reader("tests/data/test_pdf_01.pdf", nlp, parser, **params)
 ```
 
 ## *pytesseract*
@@ -83,18 +85,18 @@ To use *pytesseract* you must pass the *pytesseract* parser into the `pdf_parser
 import spacy
 
 from spacypdfreader import pdf_reader
-from spacypdfreader.parsers.pytesseract import PytesseractParser
+from spacypdfreader.parsers.pytesseract import parser
 
 nlp = spacy.load("en_core_web_sm")
-doc = pdf_reader("tests/data/test_pdf_01.pdf", nlp, PytesseractParser)
+doc = pdf_reader("tests/data/test_pdf_01.pdf", nlp, parser)
 ```
 
 ## Bring your own parser
 
 *spacypdfreader* allows your to bring your custom PDF parser. For examples of how to implement your own parser refer to:
 
-- <https://github.com/SamEdwardes/spacypdfreader/blob/main/spacypdfreader/parsers/pdfminer.py>, or
-- <https://github.com/SamEdwardes/spacypdfreader/blob/main/spacypdfreader/parsers/pytesseract.py>.
+- <https://github.com/SamEdwardes/spacypdfreader/blob/main/src/spacypdfreader/parsers/pdfminer.py>, or
+- <https://github.com/SamEdwardes/spacypdfreader/blob/main/src/spacypdfreader/parsers/pytesseract.py>.
 
 To work with spacypdfreader a parser must be a function that:
 
@@ -102,5 +104,6 @@ To work with spacypdfreader a parser must be a function that:
 - Has an argument named `page_number`. This argument should use *1 based indexing*. E.g. the value 1 refers to the first page of the PDF.
 - The function should return the text only for a single page of the PDF. This allows spacypdfreader to execute faster with multi-processing.
 
-!!! warning
-    Version `0.3.0` changed how parsers are implemented. If you have created a custom parser that works with an older version of spacypdfreader it will need to be reimplemented.
\ No newline at end of file
+::: {.callout-warning}
+Version `0.3.0` changed how parsers are implemented. If you have created a custom parser that works with an older version of spacypdfreader it will need to be reimplemented.
+:::
diff --git a/docs/api/spacy-extensions.md b/user_guide/spacy-extensions.qmd
similarity index 87%
rename from docs/api/spacy-extensions.md
rename to user_guide/spacy-extensions.qmd
index 1f41924..7cd61d1 100644
--- a/docs/api/spacy-extensions.md
+++ b/user_guide/spacy-extensions.qmd
@@ -1,8 +1,10 @@
-# spaCy custom extensions
+---
+title: spaCy custom extensions
+---
 
-When using [spacypdfreader.spacypdfreader.pdf_reader][] custom attributes and methods are added to spacy objects.
+When using [`pdf_reader`](../reference/spacypdfreader.pdf_reader.qmd) custom attributes and methods are added to spacy objects.
 
-## `spacy.Doc` 
+## `spacy.Doc`
 
 ### Extension attributes
 
@@ -36,4 +38,4 @@ When using [spacypdfreader.spacypdfreader.pdf_reader][] custom attributes and me
 
 | Extension   | Type   | Description   |
 | ------ | ------ | ------ |
-| `token._.page_number` |  `int`      | The PDF page number in which the token was extracted from. The first page is `1`.      |
\ No newline at end of file
+| `token._.page_number` |  `int`      | The PDF page number in which the token was extracted from. The first page is `1`.      |
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