diff --git a/README.md b/README.md
index 99e27e1..7724f9d 100644
--- a/README.md
+++ b/README.md
@@ -1 +1,14 @@
-# databricks-ai-bridge
+# Databricks AI Bridge library
+
+The Databricks AI Bridge library provides a shared layer of APIs to interact with Databricks AI features, such as [Databricks AI/BI Genie ](https://www.databricks.com/product/ai-bi/genie).
+
+## Installation
+
+```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 e69de29..e09794a 100644
--- a/integrations/langchain/README.md
+++ b/integrations/langchain/README.md
@@ -0,0 +1,26 @@
+# 🦜🔗 Using Databricks AI Bridge with Langchain
+
+Integrate Databricks AI Bridge package with Langchain to allow seamless usage of Databricks AI features with Langchain/Langgraph applications.
+
+## Installation
+
+```sh
+# install from the source
+pip install git+ssh://git@github.com/databricks/databricks-ai-bridge.git#subdirectory=integrations/langchain
+```
+
+> [!NOTE]
+> Once this package is published to PyPI, users can install via `pip install databricks-langchain`
+
+## Get started
+
+### (Preview) Use a Genie space as an agent
+
+> [!NOTE]
+> Requires Genie API Private Preview. Reach out to your account team for enablement. 
+
+```python
+from databricks_langchain.genie import GenieAgent
+
+genie_agent = GenieAgent("space-id", "Genie", description="This Genie space has access to sales data in Europe")
+```