---
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title: roboto.experimental
---
Roboto APIs in active refinement.

Importing from `roboto.experimental` is your acknowledgement that the imported API may change in shape, behavior, or semantics before it stabilizes. Use these APIs for evaluation and feedback, not for long-lived production code.

When an API graduates to stable, it moves to its canonical `roboto.*` location, and its `roboto.experimental` import path becomes a forwarding alias that emits a `DeprecationWarning` advising you to update the import. The CHANGELOG records each graduation and the alias's lifetime.

## Submodules

- [roboto.experimental.ingest](/docs/reference/python-sdk/roboto/experimental/ingest)
- [roboto.experimental.ingestion_rules](/docs/reference/python-sdk/roboto/experimental/ingestion_rules)
- [roboto.experimental.ingestion_runs](/docs/reference/python-sdk/roboto/experimental/ingestion_runs)
- [roboto.experimental.sessions](/docs/reference/python-sdk/roboto/experimental/sessions)
- [roboto.experimental.topics](/docs/reference/python-sdk/roboto/experimental/topics)
- [roboto.experimental.video](/docs/reference/python-sdk/roboto/experimental/video)