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ruvector-sona

v0.2.1 Experimental

Self-Optimizing Neural Architecture - Runtime-adaptive learning for LLM routers with two-tier LoRA, EWC++, and ReasoningBank

MIT OR Apache-2.0 Edition 2021 MSRV 1.70
AlgorithmsScienceWebAssembly #neural#learning#adaptive#lora#llm

Quick Verdict

  • โœ“Actively maintained (updated 16d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

Checking security advisories...
Downloads
32.6K
Dependents
16
Releases
12
Size
100KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

11.9K downloads in the last 30 days (398/day), up 35% from the previous period.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 360 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

๐ŸŒŸ
Used by top crates

Notable dependents include ruvllm, ruvector-postgres, omega-brain, darq-core, prime-radiant. When high-quality crates choose ruvector-sona, it's a strong quality signal.

Health Breakdown

Maintenance 18/25

Recency, release consistency, active ratio

Quality 12/25

Yanked ratio, deps, size, maturity, features

Community 9/20

Reverse deps, ownership, ecosystem

Popularity 5/15

Downloads, momentum, growth trend

Documentation 15/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
282/day avg-45%
05001K2K4/265/146/16/197/77/24

Top Dependents

Version Adoption

v0.1.9
55%
v0.2.0
26%
v0.1.6
13%
v0.1.4
6%
v0.2.1
0%

Release Timeline

10 releasessince 2025
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2026
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Feature Flags

default =["serde-support"]

napiwasmserde-support*

README

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Maintainers

Dependencies
17
direct dependencies
Dependents
16
crates depend on ruvector-sona

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