diff --git a/.semversioner/next-release/patch-20240823234457512331.json b/.semversioner/next-release/patch-20240823234457512331.json
new file mode 100644
index 00000000..9371514d
--- /dev/null
+++ b/.semversioner/next-release/patch-20240823234457512331.json
@@ -0,0 +1,4 @@
+{
+  "type": "patch",
+  "description": "Add missing config parameter documentation for prompt tuning"
+}
diff --git a/docsite/posts/prompt_tuning/auto_prompt_tuning.md b/docsite/posts/prompt_tuning/auto_prompt_tuning.md
index 88b74188..2ee23fe1 100644
--- a/docsite/posts/prompt_tuning/auto_prompt_tuning.md
+++ b/docsite/posts/prompt_tuning/auto_prompt_tuning.md
@@ -24,6 +24,8 @@ python -m graphrag.prompt_tune [--root ROOT] [--domain DOMAIN]  [--method METHOD
 
 ## Command-Line Options
 
+- `--config` (required): The path to the configuration file. This is required to load the data and model settings.
+
 - `--root` (optional): The data project root directory, including the config files (YML, JSON, or .env). Defaults to the current directory.
 
 - `--domain` (optional): The domain related to your input data, such as 'space science', 'microbiology', or 'environmental news'. If left empty, the domain will be inferred from the input data.
@@ -45,13 +47,13 @@ python -m graphrag.prompt_tune [--root ROOT] [--domain DOMAIN]  [--method METHOD
 ## Example Usage
 
 ```bash
-python -m graphrag.prompt_tune --root /path/to/project --domain "environmental news" --method random --limit 10 --language English --max-tokens 2048 --chunk-size 256 --no-entity-types --output /path/to/output
+python -m graphrag.prompt_tune --root /path/to/project --config /path/to/settings.yaml --domain "environmental news" --method random --limit 10 --language English --max-tokens 2048 --chunk-size 256 --no-entity-types --output /path/to/output
 ```
 
 or, with minimal configuration (suggested):
 
 ```bash
-python -m graphrag.prompt_tune --root /path/to/project --no-entity-types
+python -m graphrag.prompt_tune --root /path/to/project --config /path/to/settings.yaml --no-entity-types
 ```
 
 ## Document Selection Methods