diff --git a/Makefile b/Makefile
index 13b8ea941..6c1799e05 100644
--- a/Makefile
+++ b/Makefile
@@ -11,6 +11,5 @@ release:
 
 
 build-docs:
-	# pip install -r requirements-doc.txt
-	# conda install -c conda-forge pymc
+	pip install -r requirements-doc.txt
 	sphinx-build -b html docs docs/_build/html
diff --git a/docs/examples.rst b/docs/examples.rst
index 6b9473bc4..d8aa65b01 100644
--- a/docs/examples.rst
+++ b/docs/examples.rst
@@ -14,6 +14,3 @@ Examples
    examples/SGMCMC.md
    examples/change_of_variable_hmc.md
    examples/Pathfinder.md
-   examples/use_with_numpyro.md
-   examples/use_with_pymc.md
-   examples/use_with_tfp.md
diff --git a/examples/README.md b/examples/README.md
index d82c7a142..5d407cf4e 100644
--- a/examples/README.md
+++ b/examples/README.md
@@ -23,6 +23,7 @@ We use `Sphinx` to generate document for this repo. You may also want to test wh
     ```shell
     make build-docs
     ```
+
 3. Verify the generated documentation in `docs/builds`
 
 ### Execution Times
diff --git a/requirements-doc.txt b/requirements-doc.txt
index 301caefbe..ccdf0b16e 100644
--- a/requirements-doc.txt
+++ b/requirements-doc.txt
@@ -5,7 +5,6 @@ jax
 jaxlib
 jaxopt
 myst_nb
-numpyro
 optax
 scikit-learn
 seaborn
@@ -15,5 +14,4 @@ sphinx-book-theme
 sphinx-math-dollar
 tensorflow
 tensorflow-datasets
-tensorflow-probability
 watermark