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Weave provides a set of tools and utilities to help you build, test, and deploy AI applications. This page introduces the experimental tools in development so you can explore them and decide whether they fit your workflow. These tools are in early alpha and subject to change. The following sections describe each tool and link to its dedicated guide.

Serve (experimental)

Serve exposes your Weave ops and models as API endpoints. Possibilities include:
  • Creating web services for your Weave components.
  • Integrating Weave components into existing applications.
  • Testing models in a more production-like setting.

Deploy (experimental)

Deploy is an alpha-stage utility that helps you deploy Weave ops and models. Potential features include:
  • Pushing models to cloud platforms.
  • Managing different deployment environments.
  • Automating parts of the deployment process.
These tools are in early stages of development. They might not be fully functional, could change, or might be discontinued. Use them for experimental purposes only.