> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/relay/v0.8.4/reference/api/rust-library-reference/nemo-relay-adaptive/learner/traits/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/relay/_mcp/server.

# Module traits

> Common learner trait implemented by adaptive background processors. Shared learner traits for adaptive background processing.

Generated from `cargo doc --no-deps -p nemo-relay -p nemo-relay-adaptive -p nemo-relay-pii-redaction -p nemo-relay-ffi -p nemo-relay-types -p nemo-relay-plugin -p nemo-relay-worker-proto -p nemo-relay-worker`.

Common learner trait implemented by adaptive background processors. Shared learner traits for adaptive background processing.

## Traits

* [Learner](/reference/api/rust-library-reference/nemo-relay-adaptive/learner/traits/trait-learner): Background learner that updates adaptive state from observed runs.

> Common learner trait implemented by adaptive background processors. Shared learner traits for adaptive background processing.

## Docs

- [Trait Learner](https://docs.nvidia.com/nemo/relay/v0.8.4/reference/api/rust-library-reference/nemo-relay-adaptive/learner/traits/trait-learner.md): Background learner that updates adaptive state from observed runs.