# LiteLLM Rust

This workspace contains the staged Rust implementation for LiteLLM.

`litellm-core` is the LiteLLM SDK in Rust: one entrypoint per top-level call
that makes the LLM call and hands back a typed response, the same shape as
`litellm.messages()` in Python.

```rust
let response = litellm_core::messages::messages(MessagesRequest {
    model: "claude-sonnet-4-5",
    body,
    api_key: Some(key),
    ..
})
.await?;
```

Python continues to own configuration, retries, routing policy, logging,
callbacks, spend tracking, and customer plugins until each Rust path has parity
coverage and production evidence.

## Crates

| Crate | Role |
|-------|------|
| litellm-core | The SDK. Per-route entrypoints (`messages::messages()`), types, provider transforms (modules under `providers/`), provider resolution, auth, the provider HTTP call, and the router. |
| litellm-ai-gateway | The axum server (behind the `server` feature) and WebSocket hosts. Translates HTTP/WS to core entrypoints; no provider handlers. |
| litellm-python-interop | Domain-neutral PyO3 foundation for GIL handling and typed Python/Serde conversion. |
| litellm-python-bridge | PyO3 cdylib exposing LiteLLM Rust APIs to the Python SDK. Owns API registration, domain wiring, and Python exception mapping. |

Dependency direction is acyclic: `litellm-python-bridge` depends on the domain layers and `litellm-python-interop`; the interop foundation depends on no LiteLLM domain crate.

## Layout

```text
crates/
  core/           The SDK: route modules + provider transforms.
    src/messages/   mod.rs (entrypoint), types, transformation, prepare, handler, client
    src/providers/anthropic/messages/transformation.rs
  ai-gateway/     Axum server + WebSocket hosts; calls core entrypoints.
  python-interop/ Domain-neutral PyO3 conversion and GIL primitives.
  python-bridge/  PyO3 API adapter for Python LiteLLM.
```

The folder shape follows the Python provider tree:
`core/src/providers/<provider>/<route>/transformation.rs`. The bridge exposes one
function per top-level route, mirroring the core entrypoints.

## Checks

Run these before pushing Rust changes. GitHub Actions runs the same checks for
changes under `litellm-rust/`.

```bash
cargo fmt --check
cargo clippy --workspace --all-targets -- -D warnings
cargo test --workspace
```
