diff --git a/py-scoring/README.rst b/py-scoring/README.rst
index 7e463ce625..f16331f036 100644
--- a/py-scoring/README.rst
+++ b/py-scoring/README.rst
@@ -7,7 +7,7 @@ This package contains just functionality for scoring with Sparkling Water, H2O-3
 
 Documentation describing scoring with H2O-3 MOJO models is located at:
 
-- For Spark 3.4 - https://docs.h2o.ai/sparkling-water/3.3/latest-stable/doc/deployment/load_mojo.html
+- For Spark 3.4 - https://docs.h2o.ai/sparkling-water/3.4/latest-stable/doc/deployment/load_mojo.html
 - For Spark 3.3 - https://docs.h2o.ai/sparkling-water/3.3/latest-stable/doc/deployment/load_mojo.html
 - For Spark 3.2 - https://docs.h2o.ai/sparkling-water/3.2/latest-stable/doc/deployment/load_mojo.html
 - For Spark 3.1 - https://docs.h2o.ai/sparkling-water/3.1/latest-stable/doc/deployment/load_mojo.html
@@ -18,7 +18,7 @@ Documentation describing scoring with H2O-3 MOJO models is located at:
 
 Documentation describing scoring with Driverless AI MOJO models is located at:
 
-- For Spark 3.4 - https://docs.h2o.ai/sparkling-water/3.3/latest-stable/doc/deployment/load_mojo_pipeline.html
+- For Spark 3.4 - https://docs.h2o.ai/sparkling-water/3.4/latest-stable/doc/deployment/load_mojo_pipeline.html
 - For Spark 3.3 - https://docs.h2o.ai/sparkling-water/3.3/latest-stable/doc/deployment/load_mojo_pipeline.html
 - For Spark 3.2 - https://docs.h2o.ai/sparkling-water/3.2/latest-stable/doc/deployment/load_mojo_pipeline.html
 - For Spark 3.1 - https://docs.h2o.ai/sparkling-water/3.1/latest-stable/doc/deployment/load_mojo_pipeline.html
diff --git a/py/README.rst b/py/README.rst
index 3eed1695e0..cdfd1108cd 100644
--- a/py/README.rst
+++ b/py/README.rst
@@ -8,7 +8,7 @@ to use this package for scoring with Driverless AI MOJO models.
 
 PySparkling Documentation is hosted at our documentation page:
 
-- For Spark 3.4 - http://docs.h2o.ai/sparkling-water/3.3/latest-stable/doc/pysparkling.html
+- For Spark 3.4 - http://docs.h2o.ai/sparkling-water/3.4/latest-stable/doc/pysparkling.html
 - For Spark 3.3 - http://docs.h2o.ai/sparkling-water/3.3/latest-stable/doc/pysparkling.html
 - For Spark 3.2 - http://docs.h2o.ai/sparkling-water/3.2/latest-stable/doc/pysparkling.html
 - For Spark 3.1 - http://docs.h2o.ai/sparkling-water/3.1/latest-stable/doc/pysparkling.html