diff --git a/docs/pages/Deploying/Development-Environment.mdx b/docs/pages/Deploying/Development-Environment.mdx
index 2852be19..47be7f39 100644
--- a/docs/pages/Deploying/Development-Environment.mdx
+++ b/docs/pages/Deploying/Development-Environment.mdx
@@ -67,7 +67,7 @@ To run the DocsGPT backend locally, you'll need to set up a Python environment a
 
 3.  **Download Embedding Model:**
 
-    The backend requires an embedding model. Download the `mpnet-base-v2` model and place it in the `model/` directory within the project root. You can use the following script:
+    The backend requires an embedding model. Download the `mpnet-base-v2` model and place it in the `models/` directory within the project root. You can use the following script:
 
     ```bash
     wget https://d3dg1063dc54p9.cloudfront.net/models/embeddings/mpnet-base-v2.zip
@@ -75,7 +75,7 @@ To run the DocsGPT backend locally, you'll need to set up a Python environment a
     rm mpnet-base-v2.zip
     ```
 
-    Alternatively, you can manually download the zip file from [here](https://d3dg1063dc54p9.cloudfront.net/models/embeddings/mpnet-base-v2.zip), unzip it, and place the extracted folder in `model/`.
+    Alternatively, you can manually download the zip file from [here](https://d3dg1063dc54p9.cloudfront.net/models/embeddings/mpnet-base-v2.zip), unzip it, and place the extracted folder in `models/`.
 
 4.  **Install Backend Dependencies:**