diff --git a/README.md b/README.md
index 66d1354..9f78db4 100644
--- a/README.md
+++ b/README.md
@@ -1,10 +1,17 @@
 # LaunchDarkly Server-side AI library for Python
 
-## LaunchDarkly overview
+This repository contains LaunchDarkly AI SDK packages for Python, including the core AI SDK and AI provider integrations.
 
-[LaunchDarkly](https://www.launchdarkly.com) is a feature management platform that serves trillions of feature flags daily to help teams build better software, faster. [Get started](https://docs.launchdarkly.com/home/getting-started) using LaunchDarkly today!
+## Packages
 
-[![Twitter Follow](https://img.shields.io/twitter/follow/launchdarkly.svg?style=social&label=Follow&maxAge=2592000)](https://twitter.com/intent/follow?screen_name=launchdarkly)
+| Package | PyPI | README |
+| ------- | ---- | ------ |
+| [launchdarkly-server-sdk-ai](packages/sdk/server-ai) | [![PyPI](https://img.shields.io/pypi/v/launchdarkly-server-sdk-ai.svg)](https://pypi.org/project/launchdarkly-server-sdk-ai/) | [README](packages/sdk/server-ai/README.md) |
+
+| AI Provider Packages | PyPI | README |
+| -------------------- | ---- | ------ |
+| [launchdarkly-server-sdk-ai-openai](packages/ai-providers/server-ai-openai) | [![PyPI](https://img.shields.io/pypi/v/launchdarkly-server-sdk-ai-openai.svg)](https://pypi.org/project/launchdarkly-server-sdk-ai-openai/) | [README](packages/ai-providers/server-ai-openai/README.md) |
+| [launchdarkly-server-sdk-ai-langchain](packages/ai-providers/server-ai-langchain) | [![PyPI](https://img.shields.io/pypi/v/launchdarkly-server-sdk-ai-langchain.svg)](https://pypi.org/project/launchdarkly-server-sdk-ai-langchain/) | [README](packages/ai-providers/server-ai-langchain/README.md) |
 
 ## Supported Python versions
 
@@ -18,6 +25,12 @@ Refer to the [SDK reference guide](https://docs.launchdarkly.com/sdk/ai/python)
 
 Read our [documentation](http://docs.launchdarkly.com) for in-depth instructions on configuring and using LaunchDarkly. You can also head straight to the [reference guide for the python SDK](http://docs.launchdarkly.com/docs/python-sdk-ai-reference).
 
+## LaunchDarkly overview
+
+[LaunchDarkly](https://www.launchdarkly.com) is a feature management platform that serves trillions of feature flags daily to help teams build better software, faster. [Get started](https://docs.launchdarkly.com/home/getting-started) using LaunchDarkly today!
+
+[![Twitter Follow](https://img.shields.io/twitter/follow/launchdarkly.svg?style=social&label=Follow&maxAge=2592000)](https://twitter.com/intent/follow?screen_name=launchdarkly)
+
 ## Contributing
 
 We encourage pull requests and other contributions from the community. Check out our [contributing guidelines](CONTRIBUTING.md) for instructions on how to contribute to this library.
diff --git a/packages/ai-providers/server-ai-langchain/README.md b/packages/ai-providers/server-ai-langchain/README.md
index 736f7ea..b027628 100644
--- a/packages/ai-providers/server-ai-langchain/README.md
+++ b/packages/ai-providers/server-ai-langchain/README.md
@@ -2,6 +2,12 @@
 
 [![PyPI](https://img.shields.io/pypi/v/launchdarkly-server-sdk-ai-langchain.svg)](https://pypi.org/project/launchdarkly-server-sdk-ai-langchain/)
 
+> [!CAUTION]
+> This package is in pre-release and not subject to backwards compatibility
+> guarantees. The API may change based on feedback.
+>
+> Pin to a specific minor version and review the [changelog](CHANGELOG.md) before upgrading.
+
 This package provides LangChain integration for the LaunchDarkly Server-Side AI SDK, allowing you to use LangChain models and chains with LaunchDarkly's tracking and configuration capabilities.
 
 ## Installation
diff --git a/packages/ai-providers/server-ai-openai/README.md b/packages/ai-providers/server-ai-openai/README.md
index 5f7619b..dc33368 100644
--- a/packages/ai-providers/server-ai-openai/README.md
+++ b/packages/ai-providers/server-ai-openai/README.md
@@ -2,6 +2,12 @@
 
 [![PyPI](https://img.shields.io/pypi/v/launchdarkly-server-sdk-ai-openai-dev.svg?style=flat-square)](https://pypi.org/project/launchdarkly-server-sdk-ai-openai-dev/)
 
+> [!CAUTION]
+> This package is in pre-release and not subject to backwards compatibility
+> guarantees. The API may change based on feedback.
+>
+> Pin to a specific minor version and review the [changelog](CHANGELOG.md) before upgrading.
+
 This package provides an OpenAI integration for the LaunchDarkly AI SDK.
 
 ## Installation
diff --git a/packages/sdk/server-ai/README.md b/packages/sdk/server-ai/README.md
index 657c347..030e080 100644
--- a/packages/sdk/server-ai/README.md
+++ b/packages/sdk/server-ai/README.md
@@ -2,12 +2,11 @@
 
 This package contains the LaunchDarkly Server-Side AI SDK for Python (`launchdarkly-server-sdk-ai`).
 
-# ⛔️⛔️⛔️⛔️
-
 > [!CAUTION]
-> This library is a alpha version and should not be considered ready for production use while this message is visible.
-
-# ☝️☝️☝️☝️☝️☝️
+> This SDK is in pre-release and not subject to backwards compatibility
+> guarantees. The API may change based on feedback.
+>
+> Pin to a specific minor version and review the [changelog](CHANGELOG.md) before upgrading.
 
 ## LaunchDarkly overview