diff --git a/docs/literate.jl b/docs/literate.jl
deleted file mode 100644
index b4547644..00000000
--- a/docs/literate.jl
+++ /dev/null
@@ -1,92 +0,0 @@
-# Retrieve name of example and output directory
-if length(ARGS) != 2
-    error("please specify the name of the example and the output directory")
-end
-const EXAMPLE = ARGS[1]
-const OUTDIR = ARGS[2]
-
-# Activate environment
-# Note that each example's Project.toml must include Literate as a dependency
-using Pkg: Pkg
-
-using InteractiveUtils
-const EXAMPLEPATH = joinpath(@__DIR__, "..", "examples", EXAMPLE)
-const PKGDIR = joinpath(@__DIR__, "..")
-Pkg.activate(EXAMPLEPATH)
-Pkg.instantiate()
-pkg_status = sprint() do io
-    Pkg.status(; io=io)
-end
-Pkg.develop(Pkg.PackageSpec(path=PKGDIR))
-
-using Literate: Literate
-
-const MANIFEST_OUT = joinpath(EXAMPLE, "Manifest.toml")
-mkpath(joinpath(OUTDIR, EXAMPLE))
-cp(joinpath(EXAMPLEPATH, "Manifest.toml"), joinpath(OUTDIR, MANIFEST_OUT); force=true)
-
-using Markdown: htmlesc
-
-function preprocess(content)
-    # Add link to nbviewer below the first heading of level 1
-    sub = SubstitutionString(
-        """
-#md # ```@meta
-#md # EditURL = "@__REPO_ROOT_URL__/examples/@__NAME__/script.jl"
-#md # ```
-#md #
-\\0
-#
-#md # [![](https://img.shields.io/badge/show-nbviewer-579ACA.svg)](@__NBVIEWER_ROOT_URL__/examples/@__NAME__.ipynb)
-#md #
-# *You are seeing the
-#md # HTML output generated by [Documenter.jl](https://github.com/JuliaDocs/Documenter.jl) and
-#nb # notebook output generated by
-# [Literate.jl](https://github.com/fredrikekre/Literate.jl) from the
-# [Julia source file](@__REPO_ROOT_URL__/examples/@__NAME__/script.jl).
-#md # The corresponding notebook can be viewed in [nbviewer](@__NBVIEWER_ROOT_URL__/examples/@__NAME__.ipynb).*
-#nb # The rendered HTML can be viewed [in the docs](https://juliagaussianprocesses.github.io/ApproximateGPs.jl/dev/examples/@__NAME__/).*
-#
-#md # ---
-#
-        """,
-    )
-    content = replace(content, r"^# # [^\n]*"m => sub; count=1)
-
-    # remove VSCode `##` block delimiter lines
-    content = replace(content, r"^##$."ms => "")
-
-    """ The regex adds "# " at the beginning of each line; chomp removes trailing newlines """
-    literate_format(s) = chomp(replace(s, r"^"m => "# "))
-
-    # <details></details> seems to be buggy in the notebook, so is avoided for now
-    info_footer = """
-    #md # ```@raw html
-    # <hr />
-    # <h6>Package and system information</h6>
-    # <details>
-    # <summary>Package information (click to expand)</summary>
-    # <pre>
-    $(literate_format(htmlesc(pkg_status)))
-    # </pre>
-    # To reproduce this notebook's package environment, you can
-    #nb # <a href="$(MANIFEST_OUT)">
-    #md # <a href="../$(MANIFEST_OUT)">
-    # download the full Manifest.toml</a>.
-    # </details>
-    # <details>
-    # <summary>System information (click to expand)</summary>
-    # <pre>
-    $(literate_format(htmlesc(sprint(InteractiveUtils.versioninfo))))
-    # </pre>
-    # </details>
-    #md # ```
-    """
-
-    return content * info_footer
-end
-
-# Convert to markdown and notebook
-const SCRIPTJL = joinpath(EXAMPLEPATH, "script.jl")
-Literate.markdown(SCRIPTJL, OUTDIR; name=EXAMPLE, execute=true, preprocess=preprocess)
-Literate.notebook(SCRIPTJL, OUTDIR; name=EXAMPLE, execute=true, preprocess=preprocess)
diff --git a/docs/make.jl b/docs/make.jl
index 6a22e1dd..08957400 100644
--- a/docs/make.jl
+++ b/docs/make.jl
@@ -1,46 +1,15 @@
 ### Process examples
-# Always rerun examples
-const EXAMPLES_OUT = joinpath(@__DIR__, "src", "examples")
-ispath(EXAMPLES_OUT) && rm(EXAMPLES_OUT; recursive=true)
-mkpath(EXAMPLES_OUT)
-
-# Install and precompile all packages
-# Workaround for https://github.com/JuliaLang/Pkg.jl/issues/2219
-examples = filter!(isdir, readdir(joinpath(@__DIR__, "..", "examples"); join=true))
-let script = "using Pkg; Pkg.activate(ARGS[1]); Pkg.instantiate()"
-    for example in examples
-        if !success(`$(Base.julia_cmd()) -e $script $example`)
-            error(
-                "project environment of example ",
-                basename(example),
-                " could not be instantiated",
-            )
-        end
-    end
-end
-# Run examples asynchronously
-processes = let literatejl = joinpath(@__DIR__, "literate.jl")
-    map(examples) do example
-        return run(
-            pipeline(
-                `$(Base.julia_cmd()) $literatejl $(basename(example)) $EXAMPLES_OUT`;
-                stdin=devnull,
-                stdout=devnull,
-                stderr=stderr,
-            );
-            wait=false,
-        )::Base.Process
-    end
-end
-
-# Check that all examples were run successfully
-isempty(processes) || success(processes) || error("some examples were not run successfully")
+using Pkg
+Pkg.add(Pkg.PackageSpec(; url="https://github.com/JuliaGaussianProcesses/JuliaGPsDocs.jl")) # While the package is unregistered, it's a workaround
 
 ### Build documentation
 using Documenter
 
+using JuliaGPsDocs
 using ApproximateGPs
 
+JuliaGPsDocs.generate_examples(ApproximateGPs)
+
 # Doctest setup
 DocMeta.setdocmeta!(
     ApproximateGPs,
@@ -58,11 +27,14 @@ makedocs(;
     pages=[
         "Home" => "index.md",
         "userguide.md",
-        "API" => ["api/index.md", "api/sparsevariational.md", "api/laplace.md"],
-        "Examples" =>
-            map(filter!(filename -> endswith(filename, ".md"), readdir(EXAMPLES_OUT))) do x
-                return joinpath("examples", x)
-            end,
+        "API" => joinpath.(Ref("api"), ["index.md", "sparsevariational.md", "laplace.md"]),
+        "Examples" => map(
+            basename.(
+                filter!(isdir, readdir(joinpath(@__DIR__, "src", "examples"); join=true)),
+            ),
+        ) do x
+            joinpath("examples", x, "index.md")
+        end,
     ],
     strict=true,
     checkdocs=:exports,