dynamo/lib/bindings/python/rust/llm.rs

40 lines
1.6 KiB
Rust

// SPDX-FileCopyrightText: Copyright (c) 2024-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
// SPDX-License-Identifier: Apache-2.0
/// This module provides a high-performance interface that bridges Python
/// applications with the Rust-powered Dynamo LLM runtime.
///
/// It is organized into several specialized sub-modules, each responsible for a particular aspect of the system:
///
/// - `backend`:
/// Wraps low-level interfaces for LLM inference, manages resource allocation,
/// and integrates with specialized hardware for optimized execution.
/// - `disagg_route`:
/// Implements distributed routing of inference requests with dynamic
/// load balancing and efficient resource allocation across clusters.
/// - `kv`:
/// Implements a high-performance key-value caching system that stores
/// intermediate computations and maintains model state for rapid data access.
/// - `model_card`:
/// Manages model deployment cards containing detailed metadata, configuration
/// settings, and versioning information to ensure consistent deployments.
/// - `preprocessor`:
/// Provides utilities for transforming raw LLM requests—including tokenization,
/// prompt formatting, and validation—into a format required by the Dynamo runtime.
///
/// Each sub-module is designed to encapsulate its functionality for clean
/// integration between Python tools and the Dynamo runtime.
use super::*;
pub mod backend;
pub mod disagg_router;
pub mod entrypoint;
pub mod kv;
pub mod local_model;
pub mod model_card;
pub mod nats;
pub mod preprocessor;
#[cfg(feature = "block-manager")]
pub mod block_manager;