diff --git a/.readthedocs.yaml b/.readthedocs.yaml
new file mode 100644
index 0000000..06c9472
--- /dev/null
+++ b/.readthedocs.yaml
@@ -0,0 +1,16 @@
+version: 2
+build:
+  os: ubuntu-22.04
+  tools:
+    python: "3.10"
+    # You can also specify other tool versions:
+    # nodejs: "16"
+
+# Build documentation in the docs/ directory with Sphinx
+sphinx:
+   configuration: docs/conf.py
+
+# Dependencies required to build your docs
+python:
+   install:
+   - requirements: docs/requirements.txt
diff --git a/docs/requirements.txt b/docs/requirements.txt
index 816627e..4239c01 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -1,3 +1,4 @@
 numpy
 scipy
-faiss-cpu    # To render docs easily, use un-official pypi version of faiss
\ No newline at end of file
+faiss-cpu    # To render docs easily, use un-official pypi version of faiss
+sphinx-rtd-theme
\ No newline at end of file