diff --git a/doc/environment.yml b/doc/environment.yml
new file mode 100644
index 0000000..0b24e53
--- /dev/null
+++ b/doc/environment.yml
@@ -0,0 +1,20 @@
+name: qinfer
+dependencies:
+  - cython
+  - numpy
+  - scipy
+  - scikit-learn
+  - ipython
+  - future>=0.15
+  - matplotlib
+  - pytest
+  - pytest-cov
+  - pytest-xdist
+  - coveralls
+  - pylint
+  - pip:
+    # We also add additional tools for plotting.
+    - mpltools
+    # We use the PyPI version of QuTiP here since the conda version
+    # is on the wrong channel for use with RTD.
+    - qutip
diff --git a/doc/rtd-requirements.txt b/doc/rtd-requirements.txt
deleted file mode 100644
index fe7d12f..0000000
--- a/doc/rtd-requirements.txt
+++ /dev/null
@@ -1,17 +0,0 @@
-numpy
-scipy
-scikit-learn
-ipython
-future>=0.15
-matplotlib
-qutip
-
-# We also add additional tools for plotting.
-mpltools
-
-pytest
-pytest-cov
-pytest-xdist
-
-coveralls
-pylint
diff --git a/readthedocs.yml b/readthedocs.yml
new file mode 100644
index 0000000..8d979de
--- /dev/null
+++ b/readthedocs.yml
@@ -0,0 +1,13 @@
+build:
+  image: latest
+
+python:
+  version: 3.5
+  setup_py_install: true
+
+formats:
+  - epub
+  - pdf
+
+conda:
+  file: ./doc/environment.yml
\ No newline at end of file