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- Bump version in `pyproject.toml` using semantic versioning.
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- Build artifacts: `make dist`
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- Validate: `uv run twine check dist/*`
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- Publish to PyPI: `uv run twine upload -r pypi dist/*`
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- Preferred: tag-based OIDC publish
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- Ensure PyPI Trusted Publisher is configured for this repo.
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- Bump version in `pyproject.toml` using semantic versioning.
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- Tag and push: `git tag vX.Y.Z && git push origin vX.Y.Z`
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- CI will build and publish automatically.
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- Manual (fallback):
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- Build artifacts: `make dist`
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- Validate: `uv run twine check dist/*`
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- Publish to PyPI: `uv run twine upload -r pypi dist/*`
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After publish, open/refresh the docs PR in the LangChain monorepo to reference the new version if needed. See LangChain’s integration guide for the process: [How to contribute an integration](https://python.langchain.com/docs/contributing/how_to/integrations/#how-to-contribute-an-integration).
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