Release Notes – 0.31.0

Sematic has released a new update featuring significant enhancements, including GitHub integration, real-time metrics, and native dependency packaging. The GitHub integration allows Sematic Enterprise users to trigger test pipelines from GitHub pull requests and block PRs until the successful completion of these pipelines, providing a seamless connection between repositories and pipeline runs. Real-time metrics now enable users to visualize data during function execution directly within Sematic, bypassing the need for third-party tools like Weights & Biases or Tensorboard, although these remain options for more advanced visualization. Additionally, a new example for language modeling demonstrates the tool's flexibility, with a feature allowing visualization of language model prompts and responses. Sematic now supports native dependency packaging with Docker for Cloud Execution, simplifying the process of building and deploying container images without manual rebuilding. Users are encouraged to upgrade to the latest version for these improvements and to seek assistance via Sematic's Discord server if needed.