This file is for repository maintainers. Do not copy release-process notes into an integration package README.md: package READMEs are used as PyPI project descriptions.
Python integration publish workflows do not bump package versions automatically. Each workflow reads the package name and version from that integration's pyproject.toml, checks PyPI for that exact version, and publishes only when the version does not already exist.
To publish a new version:
- Update the package version in the relevant
pyproject.toml. - Commit the version bump with the code change.
- Merge to
main. - Let the push-to-
mainpublish workflow run.
Current Python package version files:
| Integration | Package | Version file |
|---|---|---|
| Google ADK | tinyfish-adk |
google-adk/pyproject.toml |
| CrewAI | tinyfish-web-agent |
crew-ai/pyproject.toml |
| LangChain | langchain-tinyfish |
langchain/pyproject.toml |
PyPI versions are immutable. If a version has already been published, bump to a new version such as a patch release before merging.
The publish workflows use the repository PYPI_API_TOKEN Actions secret provisioned through github-control; never commit token values or package credentials.