diff --git a/README.md b/README.md
index 7724f9d..b60c7d0 100644
--- a/README.md
+++ b/README.md
@@ -4,11 +4,15 @@ The Databricks AI Bridge library provides a shared layer of APIs to interact wit
 
 ## Installation
 
+### Install from PyPI
+```sh
+pip install databricks-ai-bridge
+```
+
+### Install from source
+
 ```sh
-# install from the source
 pip install git+ssh://git@github.com/databricks/databricks-ai-bridge.git
 ```
 
-> [!NOTE]
-> Once this package is published to PyPI, users can install via `pip install databricks-ai-bridge`
 
diff --git a/integrations/langchain/README.md b/integrations/langchain/README.md
index e09794a..ff07811 100644
--- a/integrations/langchain/README.md
+++ b/integrations/langchain/README.md
@@ -4,13 +4,16 @@ Integrate Databricks AI Bridge package with Langchain to allow seamless usage of
 
 ## Installation
 
+### Install from PyPI
 ```sh
-# install from the source
-pip install git+ssh://git@github.com/databricks/databricks-ai-bridge.git#subdirectory=integrations/langchain
+pip install databricks-langchain
 ```
 
-> [!NOTE]
-> Once this package is published to PyPI, users can install via `pip install databricks-langchain`
+### Install from source
+
+```sh
+pip install git+ssh://git@github.com/databricks/databricks-ai-bridge.git#subdirectory=integrations/langchain
+```
 
 ## Get started