This repository contains LaunchDarkly AI SDK packages for Python, including the core AI SDK and AI provider integrations.

Package	PyPI	README
launchdarkly-server-sdk-ai		README
launchdarkly-server-sdk-ai-optimization		README

AI Provider Packages	PyPI	README
launchdarkly-server-sdk-ai-openai		README
launchdarkly-server-sdk-ai-langchain		README

This version of the library has a minimum Python version of 3.9.

Refer to the SDK reference guide for instructions on getting started with using the SDK.

Read our documentation for in-depth instructions on configuring and using LaunchDarkly. You can also head straight to the reference guide for the python SDK.

LaunchDarkly is a feature management platform that serves trillions of feature flags daily to help teams build better software, faster. Get started using LaunchDarkly today!

We encourage pull requests and other contributions from the community. Check out our contributing guidelines for instructions on how to contribute to this library.

LaunchDarkly uses the SLSA framework (Supply-chain Levels for Software Artifacts) to help developers make their supply chain more secure by ensuring the authenticity and build integrity of our published library packages. To learn more, see the provenance guide.

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  • Gradually roll out a feature to an increasing percentage of users, and track the effect that the feature has on key metrics (for instance, how likely is a user to complete a purchase if they have feature A versus feature B?).
  • Turn off a feature that you realize is causing performance problems in production, without needing to re-deploy, or even restart the application with a changed configuration file.
  • Grant access to certain features based on user attributes, like payment plan (eg: users on the ‘gold’ plan get access to more features than users in the ‘silver’ plan). Disable parts of your application to facilitate maintenance, without taking everything offline.
• LaunchDarkly provides feature flag SDKs for a wide variety of languages and technologies. Read our documentation for a complete list.
• Explore LaunchDarkly
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