diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index 2f7254ef..4a600d66 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -22,4 +22,6 @@ sphinx:
 # Optionally declare the Python requirements required to build your docs
 python:
    install:
-   - requirements: docs/source/requirements.txt
\ No newline at end of file
+   - requirements: docs/source/requirements.txt
+   - method: pip
+     path: . # This should tell RTD to install the CTF from root to render the Estimators page correctly.
\ No newline at end of file