diff --git a/libs/cli/langchain_cli/integration_template/README.md b/libs/cli/langchain_cli/integration_template/README.md
index e1f3e35247..19c73c4a5b 100644
--- a/libs/cli/langchain_cli/integration_template/README.md
+++ b/libs/cli/langchain_cli/integration_template/README.md
@@ -1 +1,45 @@
 # __package_name__
+
+This package contains the LangChain integration with __ModuleName__
+
+## Installation
+
+```bash
+pip install -U __package_name__
+```
+
+And you should configure credentials by setting the following environment variables:
+
+* TODO: fill this out
+
+## Chat Models
+
+`Chat__ModuleName__` class exposes chat models from __ModuleName__.
+
+```python
+from __module_name__ import Chat__ModuleName__
+
+llm = Chat__ModuleName__()
+llm.invoke("Sing a ballad of LangChain.")
+```
+
+## Embeddings
+
+`__ModuleName__Embeddings` class exposes embeddings from __ModuleName__.
+
+```python
+from __module_name__ import __ModuleName__Embeddings
+
+embeddings = __ModuleName__Embeddings()
+embeddings.embed_query("What is the meaning of life?")
+```
+
+## LLMs
+`__ModuleName__LLM` class exposes LLMs from __ModuleName__.
+
+```python
+from __module_name__ import __ModuleName__LLM
+
+llm = __ModuleName__LLM()
+llm.invoke("The meaning of life is")
+```
diff --git a/libs/partners/google-vertexai/README.md b/libs/partners/google-vertexai/README.md
index 6a4839254f..0637bd7cc9 100644
--- a/libs/partners/google-vertexai/README.md
+++ b/libs/partners/google-vertexai/README.md
@@ -10,7 +10,7 @@ pip install -U langchain-google-vertexai
 
 ## Chat Models
 
-`ChatVertexAI` class exposes models .
+`ChatVertexAI` class exposes models such as `gemini-pro` and `chat-bison`.
 
 To use, you should have Google Cloud project with APIs enabled, and configured credentials. Initialize the model as:
 
@@ -63,7 +63,7 @@ The value of `image_url` can be any of the following:
 
 You can use Google Cloud's embeddings models as:
 
-```
+```python
 from langchain_google_vertexai import VertexAIEmbeddings
 
 embeddings = VertexAIEmbeddings()