diff --git a/docs/samples/README.md b/docs/samples/README.md
index 51381dfd3..74f8c96dc 100755
--- a/docs/samples/README.md
+++ b/docs/samples/README.md
@@ -21,8 +21,8 @@ contributed and maintained by members of the Knative community. [View code sampl
 
 | Sample Name | Description | Language(s) |
 | ----------- | ----------- | ----------- |
-| Hello World | A quick introduction to Knative Serving that highlights how to deploy an app. | [Clojure](serving/helloworld-clojure/), [Dart](serving/helloworld-dart/), [Elixir](serving/helloworld-elixir/), [Haskell](serving/helloworld-haskell/), [Java - Micronaut](serving/helloworld-java-micronaut/), [Java - Quarkus](serving/helloworld-java-quarkus/), [R - Go Server](serving/helloworld-r/), [Rust](serving/helloworld-rust/), [Swift](serving/helloworld-swift/), [Vertx](serving/helloworld-vertx/) |
-| Machine Learning | A quick introduction to using Knative Serving to serve machine learning models | [Python - BentoML](serving/machinelearning-python-bentoml)
+| Hello World | A quick introduction to Knative Serving that highlights how to deploy an app. | [Clojure](https://github.com/knative/docs/tree/main/code-samples/community/serving/helloworld-clojure), [Dart](https://github.com/knative/docs/tree/main/code-samples/community/serving/helloworld-dart), [Elixir](https://github.com/knative/docs/tree/main/code-samples/community/serving/helloworld-elixir), [Haskell](https://github.com/knative/docs/tree/main/code-samples/community/serving/helloworld-haskell), [Java - Micronaut](https://github.com/knative/docs/tree/main/code-samples/community/serving/helloworld-java-micronaut), [Java - Quarkus](https://github.com/knative/docs/tree/main/code-samples/community/serving/helloworld-java-quarkus), [R - Go Server](https://github.com/knative/docs/tree/main/code-samples/community/serving/helloworld-r), [Rust](https://github.com/knative/docs/tree/main/code-samples/community/serving/helloworld-rust), [Swift](https://github.com/knative/docs/tree/main/code-samples/community/serving/helloworld-swift), [Vertx](https://github.com/knative/docs/tree/main/code-samples/community/serving/helloworld-vertx) |
+| Machine Learning | A quick introduction to using Knative Serving to serve machine learning models | [Python - BentoML](https://github.com/knative/docs/tree/main/code-samples/community/serving/machinelearning-python-bentoml)
 
 ## External code samples