diff --git a/CHANGELOG.md b/CHANGELOG.md
index aa7f5b4d..268e2353 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,9 +12,9 @@
 
 ### Changed
 
-* `docs/conf.py` [#610](https://github.com/canonical/sphinx-stack/pull/610), [#634](https://github.com/canonical/sphinx-stack/pull/634)
+* `docs/conf.py` [#610](https://github.com/canonical/sphinx-stack/pull/610), [#634](https://github.com/canonical/sphinx-stack/pull/634), [#646](https://github.com/canonical/sphinx-stack/pull/646)
 * `docs/Makefile` [#605](https://github.com/canonical/sphinx-stack/pull/605), [#610](https://github.com/canonical/sphinx-stack/pull/610), [#627](https://github.com/canonical/sphinx-stack/pull/627), [#628](https://github.com/canonical/sphinx-stack/pull/628)
-* `docs/requirements.txt` [#634](https://github.com/canonical/sphinx-stack/pull/634)
+* `docs/requirements.txt` [#634](https://github.com/canonical/sphinx-stack/pull/634), [#646](https://github.com/canonical/sphinx-stack/pull/646)
 * `README.md` [#603](https://github.com/canonical/sphinx-stack/pull/603)
 * `.github/workflows/cla-check.yml` [#606](https://github.com/canonical/sphinx-stack/pull/606)
 * `.github/workflows/check-removed-urls.yml` [#612](https://github.com/canonical/sphinx-stack/pull/#612)
diff --git a/docs/conf.py b/docs/conf.py
index e5555a95..49ee75fd 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -173,6 +173,9 @@
     """
 )
 
+# Generate an 'llms-full.txt' file containing all of the documentation content
+llms_txt_full_build = True
+
 # The base URL for references built by sphinx-markdown-builder.
 if os.environ.get("READTHEDOCS"):
     markdown_http_base = html_baseurl
diff --git a/docs/requirements.txt b/docs/requirements.txt
index f8fb4633..5928d4ef 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -1,27 +1,27 @@
 # Canonical theme (still needed for Furo theme and custom templates)
-canonical-sphinx~=0.6
+canonical-sphinx~=0.7
 
 # Extensions previously auto-loaded by canonical-sphinx
 myst-parser~=4.0    # v5.0.0 causes version conflicts
-sphinx-autobuild
+sphinx-autobuild==2024.10.3
 sphinx-design==0.6.1
 sphinx-notfound-page~=1.1
 sphinxcontrib-jquery~=4.1
 sphinxext-opengraph~=0.13
-sphinx-rerediraffe>=0.0.3, <1.0.0
+sphinx-rerediraffe~=0.1
 
 # Extra extensions, previously bundled as canonical-sphinx-extensions
 sphinx-config-options~=0.1
 sphinx-related-links~=0.1
 sphinx-roles~=1.0
-sphinx-terminal~=1.0
+sphinx-terminal~=1.1
 sphinx-youtube-links~=0.1
 
 # Other dependencies
-packaging~=26.1
+packaging~=26.3
 sphinxcontrib-svg2pdfconverter[CairoSVG]~=2.1
 sphinx-sitemap~=2.9
-sphinx-llm~=0.4
+sphinx-llm~=1.1
 
 # Vale dependencies
 rst2html