diff --git a/{{cookiecutter.project_slug}}/README.md b/{{cookiecutter.project_slug}}/README.md
index 9a78d6e..6d12921 100644
--- a/{{cookiecutter.project_slug}}/README.md
+++ b/{{cookiecutter.project_slug}}/README.md
@@ -26,6 +26,9 @@ uvicorn app.api:app --reload
 ```
 Open your browser to http://localhost:8000/docs to view the OpenAPI UI.
 
+![Open API Image](./images/cookiecutter-docs.png)
+
+
 For an alternate view of the docs navigate to http://localhost:8000/redoc
 
 ---
diff --git a/{{cookiecutter.project_slug}}/app/api.py b/{{cookiecutter.project_slug}}/app/api.py
index 42f24a4..0416e73 100644
--- a/{{cookiecutter.project_slug}}/app/api.py
+++ b/{{cookiecutter.project_slug}}/app/api.py
@@ -34,7 +34,8 @@ app = FastAPI(
     openapi_prefix=prefix,
 )
 
-nlp = spacy.load("{{cookiecutter.project_language}}")
+# nlp = spacy.load("{{cookiecutter.project_language}}")
+nlp = spacy.load("en_core_web_sm")
 extractor = SpacyExtractor(nlp)
 
 
diff --git a/{{cookiecutter.project_slug}}/create_virtualenv.sh b/{{cookiecutter.project_slug}}/create_virtualenv.sh
index f2f9a75..cbc9554 100644
--- a/{{cookiecutter.project_slug}}/create_virtualenv.sh
+++ b/{{cookiecutter.project_slug}}/create_virtualenv.sh
@@ -1,2 +1,2 @@
 pip3 install --user virtualenv
-virtualenv .venv && source .venv/bin/activate && pip install -r ./requirements/spacy.txt && pip install -r ./requirements/base.txt
\ No newline at end of file
+virtualenv .venv && source .venv/bin/activate && pip install -r ./requirements/base.txt && python -m spacy download {{cookiecutter.project_language}}
\ No newline at end of file
diff --git a/{{cookiecutter.project_slug}}/images/cookiecutter-docs.png b/{{cookiecutter.project_slug}}/images/cookiecutter-docs.png
new file mode 100644
index 0000000..30b2254
Binary files /dev/null and b/{{cookiecutter.project_slug}}/images/cookiecutter-docs.png differ