diff --git a/cuda_bindings/docs/README.md b/cuda_bindings/docs/README.md
new file mode 100644
index 00000000..d0f01366
--- /dev/null
+++ b/cuda_bindings/docs/README.md
@@ -0,0 +1,11 @@
+# Build the documentation
+
+1. Install the `cuda-bindings` package of the version that we need to document.
+2. Ensure the version is included in the [`versions.json`](./versions.json).
+3. Build the docs with `./build_docs.sh`.
+4. The html artifacts should be available under both `./build/html/latest` and `./build/html/<version>`.
+
+Alternatively, we can build all the docs at once by running [`cuda_python/docs/build_all_docs.sh`](`../../cuda_python/docs/build_all_docs.sh`).
+
+To publish the docs with the built version, it is important to note that the html files of older versions
+should be kept intact, in order for the version selection (through `versions.json`) to work.
diff --git a/cuda_core/docs/README.md b/cuda_core/docs/README.md
new file mode 100644
index 00000000..d84c6880
--- /dev/null
+++ b/cuda_core/docs/README.md
@@ -0,0 +1,11 @@
+# Build the documentation
+
+1. Install the `cuda-core` package of the version that we need to document.
+2. Ensure the version is included in the [`versions.json`](./versions.json).
+3. Build the docs with `./build_docs.sh`.
+4. The html artifacts should be available under both `./build/html/latest` and `./build/html/<version>`.
+
+Alternatively, we can build all the docs at once by running [`cuda_python/docs/build_all_docs.sh`](`../../cuda_python/docs/build_all_docs.sh`).
+
+To publish the docs with the built version, it is important to note that the html files of older versions
+should be kept intact, in order for the version selection (through `versions.json`) to work.
diff --git a/cuda_python/docs/README.md b/cuda_python/docs/README.md
new file mode 100644
index 00000000..b8d5c440
--- /dev/null
+++ b/cuda_python/docs/README.md
@@ -0,0 +1,10 @@
+# Build the documentation
+
+1. Ensure the version is included in the [`versions.json`](./versions.json).
+2. Build the docs with `./build_docs.sh`.
+3. The html artifacts should be available under both `./build/html/latest` and `./build/html/<version>`.
+
+Alternatively, we can build all the docs at once by running [`./build_all_docs.sh`](`./build_all_docs.sh`).
+
+To publish the docs with the built version, it is important to note that the html files of older versions
+should be kept intact, in order for the version selection (through `versions.json`) to work.