# ruvector-sona

> Rust crate for Self-Optimizing Neural Architecture (SONA) with LoRA adaptation, EWC++ plasticity, and ReasoningBank learning. Enables continuous improvement in LLM routers and agents without forgetting.

- **URL:** https://crates.io/crates/ruvector-sona
- **Category:** llm-frameworks
- **Tags:** Open Source, Rust, sona, lora
- **Updated:** 2026-04-07 10:19
- **Canonical page:** https://vectordb.ever.works/items/ruvector-sona

## Details

## Overview

Self-learning neural architecture for adaptive AI systems.

## Features

- Two-tier LoRA + EWC++
- Runtime-adaptive learning
- Prevents catastrophic forgetting
- Hierarchical pattern learning

## Pricing

Free and open-source.

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