:class: tip
💬 [Join our community](https://forms.gle/9TSdDYUgxYs8SA9e8):
Discuss all things Ray with us in our community Slack channel or use our
[discussion board](https://discuss.ray.io/) to ask questions and get answers.
💡 [Open an issue](https://github.com/ray-project/ray/issues/new/choose):
Help us improve Ray by submitting feature requests, bug-reports, or simply ask for help and get support via GitHub issues.
👩💻 [Create a pull request](https://github.com/ray-project/ray/pulls):
Found a typo in the documentation? Want to add a new feature? Submit a pull request to help us improve Ray.
🐦 [Follow us on Twitter](https://twitter.com/raydistributed):
Stay up to date with the latest news and updates on Ray.
⭐ [Star and follow us on GitHub](https://github.com/ray-project/ray):
Support Ray by following its development on GitHub and give us a boost by starring the project.
🤝🏿 [Join our Meetup Group](https://www.meetup.com/Bay-Area-Ray-Meetup/):
Join one of our community events to learn more about Ray and get a chance to meet the team behind Ray.
🙌 [Discuss on Stack Overflow](https://stackoverflow.com/questions/tagged/ray):
Use the `[ray]` tag on Stack Overflow to ask and answer questions about Ray usage.