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chore: release main (#171)
🤖 I have created a release *beep* *boop* --- <details><summary>launchdarkly-server-sdk-ai: 0.20.0</summary> ## [0.20.0](launchdarkly-server-sdk-ai-0.19.0...launchdarkly-server-sdk-ai-0.20.0) (2026-05-13) ### ⚠ BREAKING CHANGES * Remove deprecated client method aliases and type aliases ([#179](#179)) * Narrow AgentGraphRunner.run input from Any to str ([#177](#177)) * Strip legacy judge messages on direct judge_config() path ([#174](#174)) * Rename LDAIMetrics.usage and AIGraphMetrics.usage to .tokens ([#175](#175)) * rename GraphMetrics/GraphMetricSummary to AIGraphMetrics/AIGraphMetricSummary ([#173](#173)) * Remove stale ManagedModel message management and AgentGraphResult type ([#170](#170)) ### Features * Narrow AgentGraphRunner.run input from Any to str ([#177](#177)) ([cc7a0fe](cc7a0fe)) * Remove deprecated client method aliases and type aliases ([#179](#179)) ([20df94b](20df94b)) * rename GraphMetrics/GraphMetricSummary to AIGraphMetrics/AIGraphMetricSummary ([#173](#173)) ([583939d](583939d)) * Rename LDAIMetrics.usage and AIGraphMetrics.usage to .tokens ([#175](#175)) ([d8c4a70](d8c4a70)) ### Bug Fixes * Remove stale ManagedModel message management and AgentGraphResult type ([#170](#170)) ([7d6ad23](7d6ad23)) * Strip legacy judge messages on direct judge_config() path ([#174](#174)) ([b7db754](b7db754)) </details> <details><summary>launchdarkly-server-sdk-ai-langchain: 0.7.0</summary> ## [0.7.0](launchdarkly-server-sdk-ai-langchain-0.6.0...launchdarkly-server-sdk-ai-langchain-0.7.0) (2026-05-13) ### ⚠ BREAKING CHANGES * Narrow AgentGraphRunner.run input from Any to str ([#177](#177)) * Rename LDAIMetrics.usage and AIGraphMetrics.usage to .tokens ([#175](#175)) * rename GraphMetrics/GraphMetricSummary to AIGraphMetrics/AIGraphMetricSummary ([#173](#173)) ### Features * Narrow AgentGraphRunner.run input from Any to str ([#177](#177)) ([cc7a0fe](cc7a0fe)) * rename GraphMetrics/GraphMetricSummary to AIGraphMetrics/AIGraphMetricSummary ([#173](#173)) ([583939d](583939d)) * Rename LDAIMetrics.usage and AIGraphMetrics.usage to .tokens ([#175](#175)) ([d8c4a70](d8c4a70)) </details> <details><summary>launchdarkly-server-sdk-ai-openai: 0.6.0</summary> ## [0.6.0](launchdarkly-server-sdk-ai-openai-0.5.0...launchdarkly-server-sdk-ai-openai-0.6.0) (2026-05-13) ### ⚠ BREAKING CHANGES * Narrow AgentGraphRunner.run input from Any to str ([#177](#177)) * Rename LDAIMetrics.usage and AIGraphMetrics.usage to .tokens ([#175](#175)) * rename GraphMetrics/GraphMetricSummary to AIGraphMetrics/AIGraphMetricSummary ([#173](#173)) ### Features * Narrow AgentGraphRunner.run input from Any to str ([#177](#177)) ([cc7a0fe](cc7a0fe)) * rename GraphMetrics/GraphMetricSummary to AIGraphMetrics/AIGraphMetricSummary ([#173](#173)) ([583939d](583939d)) * Rename LDAIMetrics.usage and AIGraphMetrics.usage to .tokens ([#175](#175)) ([d8c4a70](d8c4a70)) ### Bug Fixes * Always return ModelSettings from _build_model_settings ([#169](#169)) ([6d1ce4c](6d1ce4c)) </details> --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). <!-- CURSOR_SUMMARY --> --- > [!NOTE] > **Low Risk** > Low risk: this PR only updates release metadata (versions/changelogs/provenance) with no functional code changes, though it publishes breaking-change API notes for consumers. > > **Overview** > **Release-only update** bumping package versions: `launchdarkly-server-sdk-ai` to `0.20.0`, LangChain provider to `0.7.0`, and OpenAI provider to `0.6.0`. > > Updates `.release-please-manifest.json`, `pyproject.toml` versions, SDK `__version__`, provenance docs, and adds new changelog entries documenting the breaking API renames/type tightenings included in these releases. > > <sup>Reviewed by [Cursor Bugbot](https://cursor.com/bugbot) for commit a15b48e. Bugbot is set up for automated code reviews on this repo. Configure [here](https://www.cursor.com/dashboard/bugbot).</sup> <!-- /CURSOR_SUMMARY --> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
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‎.release-please-manifest.json‎

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{
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"packages/sdk/server-ai": "0.19.0",
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"packages/ai-providers/server-ai-langchain": "0.6.0",
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"packages/ai-providers/server-ai-openai": "0.5.0",
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"packages/sdk/server-ai": "0.20.0",
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"packages/ai-providers/server-ai-langchain": "0.7.0",
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"packages/ai-providers/server-ai-openai": "0.6.0",
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"packages/optimization": "0.1.0"
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}

‎packages/ai-providers/server-ai-langchain/CHANGELOG.md‎

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All notable changes to the LaunchDarkly Python AI LangChain provider package will be documented in this file. This project adheres to [Semantic Versioning](http://semver.org).
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## [0.7.0](https://github.com/launchdarkly/python-server-sdk-ai/compare/launchdarkly-server-sdk-ai-langchain-0.6.0...launchdarkly-server-sdk-ai-langchain-0.7.0) (2026-05-13)
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### ⚠ BREAKING CHANGES
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* Narrow AgentGraphRunner.run input from Any to str ([#177](https://github.com/launchdarkly/python-server-sdk-ai/issues/177))
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* Rename LDAIMetrics.usage and AIGraphMetrics.usage to .tokens ([#175](https://github.com/launchdarkly/python-server-sdk-ai/issues/175))
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* rename GraphMetrics/GraphMetricSummary to AIGraphMetrics/AIGraphMetricSummary ([#173](https://github.com/launchdarkly/python-server-sdk-ai/issues/173))
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### Features
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* Narrow AgentGraphRunner.run input from Any to str ([#177](https://github.com/launchdarkly/python-server-sdk-ai/issues/177)) ([cc7a0fe](https://github.com/launchdarkly/python-server-sdk-ai/commit/cc7a0fe64549337c71036cd67973bf0af91c7a42))
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* rename GraphMetrics/GraphMetricSummary to AIGraphMetrics/AIGraphMetricSummary ([#173](https://github.com/launchdarkly/python-server-sdk-ai/issues/173)) ([583939d](https://github.com/launchdarkly/python-server-sdk-ai/commit/583939dbe5c11c3c11ed960ee0b46ec377f1bb70))
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* Rename LDAIMetrics.usage and AIGraphMetrics.usage to .tokens ([#175](https://github.com/launchdarkly/python-server-sdk-ai/issues/175)) ([d8c4a70](https://github.com/launchdarkly/python-server-sdk-ai/commit/d8c4a702d4b68f146de7ca520bc35f2aa0b155f6))
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## [0.6.0](https://github.com/launchdarkly/python-server-sdk-ai/compare/launchdarkly-server-sdk-ai-langchain-0.5.0...launchdarkly-server-sdk-ai-langchain-0.6.0) (2026-05-05)
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‎packages/ai-providers/server-ai-langchain/pyproject.toml‎

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[project]
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name = "launchdarkly-server-sdk-ai-langchain"
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version = "0.6.0"
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version = "0.7.0"
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description = "LaunchDarkly AI SDK LangChain Provider"
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authors = [{name = "LaunchDarkly", email = "dev@launchdarkly.com"}]
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license = {text = "Apache-2.0"}

‎packages/ai-providers/server-ai-openai/CHANGELOG.md‎

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All notable changes to the LaunchDarkly Python AI OpenAI provider package will be documented in this file. This project adheres to [Semantic Versioning](http://semver.org).
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## [0.6.0](https://github.com/launchdarkly/python-server-sdk-ai/compare/launchdarkly-server-sdk-ai-openai-0.5.0...launchdarkly-server-sdk-ai-openai-0.6.0) (2026-05-13)
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### ⚠ BREAKING CHANGES
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* Narrow AgentGraphRunner.run input from Any to str ([#177](https://github.com/launchdarkly/python-server-sdk-ai/issues/177))
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* Rename LDAIMetrics.usage and AIGraphMetrics.usage to .tokens ([#175](https://github.com/launchdarkly/python-server-sdk-ai/issues/175))
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* rename GraphMetrics/GraphMetricSummary to AIGraphMetrics/AIGraphMetricSummary ([#173](https://github.com/launchdarkly/python-server-sdk-ai/issues/173))
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### Features
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* Narrow AgentGraphRunner.run input from Any to str ([#177](https://github.com/launchdarkly/python-server-sdk-ai/issues/177)) ([cc7a0fe](https://github.com/launchdarkly/python-server-sdk-ai/commit/cc7a0fe64549337c71036cd67973bf0af91c7a42))
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* rename GraphMetrics/GraphMetricSummary to AIGraphMetrics/AIGraphMetricSummary ([#173](https://github.com/launchdarkly/python-server-sdk-ai/issues/173)) ([583939d](https://github.com/launchdarkly/python-server-sdk-ai/commit/583939dbe5c11c3c11ed960ee0b46ec377f1bb70))
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* Rename LDAIMetrics.usage and AIGraphMetrics.usage to .tokens ([#175](https://github.com/launchdarkly/python-server-sdk-ai/issues/175)) ([d8c4a70](https://github.com/launchdarkly/python-server-sdk-ai/commit/d8c4a702d4b68f146de7ca520bc35f2aa0b155f6))
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### Bug Fixes
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* Always return ModelSettings from _build_model_settings ([#169](https://github.com/launchdarkly/python-server-sdk-ai/issues/169)) ([6d1ce4c](https://github.com/launchdarkly/python-server-sdk-ai/commit/6d1ce4c921a0ef4ea483316dcb8dd6fe7766b59e))
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## [0.5.0](https://github.com/launchdarkly/python-server-sdk-ai/compare/launchdarkly-server-sdk-ai-openai-0.4.0...launchdarkly-server-sdk-ai-openai-0.5.0) (2026-05-05)
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‎packages/ai-providers/server-ai-openai/pyproject.toml‎

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[project]
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name = "launchdarkly-server-sdk-ai-openai"
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version = "0.5.0"
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version = "0.6.0"
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description = "LaunchDarkly AI SDK OpenAI Provider"
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authors = [{name = "LaunchDarkly", email = "dev@launchdarkly.com"}]
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license = {text = "Apache-2.0"}

‎packages/sdk/server-ai/CHANGELOG.md‎

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All notable changes to the LaunchDarkly Python AI package will be documented in this file. This project adheres to [Semantic Versioning](http://semver.org).
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## [0.20.0](https://github.com/launchdarkly/python-server-sdk-ai/compare/launchdarkly-server-sdk-ai-0.19.0...launchdarkly-server-sdk-ai-0.20.0) (2026-05-13)
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### ⚠ BREAKING CHANGES
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* Remove deprecated client method aliases and type aliases ([#179](https://github.com/launchdarkly/python-server-sdk-ai/issues/179))
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* Narrow AgentGraphRunner.run input from Any to str ([#177](https://github.com/launchdarkly/python-server-sdk-ai/issues/177))
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* Strip legacy judge messages on direct judge_config() path ([#174](https://github.com/launchdarkly/python-server-sdk-ai/issues/174))
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* Rename LDAIMetrics.usage and AIGraphMetrics.usage to .tokens ([#175](https://github.com/launchdarkly/python-server-sdk-ai/issues/175))
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* rename GraphMetrics/GraphMetricSummary to AIGraphMetrics/AIGraphMetricSummary ([#173](https://github.com/launchdarkly/python-server-sdk-ai/issues/173))
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* Remove stale ManagedModel message management and AgentGraphResult type ([#170](https://github.com/launchdarkly/python-server-sdk-ai/issues/170))
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### Features
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* Narrow AgentGraphRunner.run input from Any to str ([#177](https://github.com/launchdarkly/python-server-sdk-ai/issues/177)) ([cc7a0fe](https://github.com/launchdarkly/python-server-sdk-ai/commit/cc7a0fe64549337c71036cd67973bf0af91c7a42))
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* Remove deprecated client method aliases and type aliases ([#179](https://github.com/launchdarkly/python-server-sdk-ai/issues/179)) ([20df94b](https://github.com/launchdarkly/python-server-sdk-ai/commit/20df94b3bf817d22b09b42c5918ba594ef4f2ee6))
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* rename GraphMetrics/GraphMetricSummary to AIGraphMetrics/AIGraphMetricSummary ([#173](https://github.com/launchdarkly/python-server-sdk-ai/issues/173)) ([583939d](https://github.com/launchdarkly/python-server-sdk-ai/commit/583939dbe5c11c3c11ed960ee0b46ec377f1bb70))
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* Rename LDAIMetrics.usage and AIGraphMetrics.usage to .tokens ([#175](https://github.com/launchdarkly/python-server-sdk-ai/issues/175)) ([d8c4a70](https://github.com/launchdarkly/python-server-sdk-ai/commit/d8c4a702d4b68f146de7ca520bc35f2aa0b155f6))
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### Bug Fixes
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* Remove stale ManagedModel message management and AgentGraphResult type ([#170](https://github.com/launchdarkly/python-server-sdk-ai/issues/170)) ([7d6ad23](https://github.com/launchdarkly/python-server-sdk-ai/commit/7d6ad2340717c48ccde9e718ee7f2b92fb748e9e))
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* Strip legacy judge messages on direct judge_config() path ([#174](https://github.com/launchdarkly/python-server-sdk-ai/issues/174)) ([b7db754](https://github.com/launchdarkly/python-server-sdk-ai/commit/b7db7549c95bacf1fd62ec066b844ed6389b0cd1))
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## [0.19.0](https://github.com/launchdarkly/python-server-sdk-ai/compare/launchdarkly-server-sdk-ai-0.18.0...launchdarkly-server-sdk-ai-0.19.0) (2026-05-05)
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‎packages/sdk/server-ai/PROVENANCE.md‎

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<!-- x-release-please-start-version -->
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```
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# Set the version of the library to verify
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VERSION=0.20.0
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```
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<!-- x-release-please-end -->
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‎packages/sdk/server-ai/pyproject.toml‎

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[project]
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name = "launchdarkly-server-sdk-ai"
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version = "0.19.0" # x-release-please-version
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version = "0.20.0" # x-release-please-version
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description = "LaunchDarkly SDK for AI"
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authors = [{name = "LaunchDarkly", email = "dev@launchdarkly.com"}]
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license = {text = "Apache-2.0"}

‎packages/sdk/server-ai/src/ldai/__init__.py‎

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from ldclient import log
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