Module facade 

High-level unified API facade.

The RustAI struct provides a simplified interface for common AI engineering tasks, orchestrating multiple ecosystem crates automatically. High-level unified API for the rust-ai ecosystem.

The RustAI struct provides a facade over all rust-ai ecosystem crates, offering a simplified interface for common AI engineering tasks.

Design Philosophy

Rather than requiring users to understand each individual crate’s API, RustAI provides high-level workflows that compose the right crates automatically based on the task at hand.

Example

use rust_ai_core::{RustAI, RustAIConfig};

// Initialize with sensible defaults
let ai = RustAI::new(RustAIConfig::default())?;

// Fine-tune a model with LoRA
let config = ai.finetune()
    .model("meta-llama/Llama-2-7b")
    .rank(64)
    .build()?;

// Quantize for deployment
let quant_config = ai.quantize()
    .method(QuantizeMethod::Nf4)
    .bits(4)
    .build();

Structs

FinetuneBuilder

Builder for fine-tuning workflows.

FinetuneConfig

Configuration for fine-tuning.

QuantizeBuilder

Builder for quantization workflows.

QuantizeConfig

Configuration for quantization.

RustAI

Unified facade for the rust-ai ecosystem.

RustAIConfig

Configuration for the RustAI facade.

RustAIInfo

Information about the RustAI environment.

TrainBuilder

Builder for Axolotl training pipelines.

TrainConfig

Configuration for Axolotl training.

VsaBuilder

Builder for VSA workflows.

VsaConfig

Configuration for VSA operations.

Enums

AdapterType

Type of PEFT adapter.

QuantizeMethod

Quantization method.