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trueno-rag

v0.2.4 Experimental

Pure-Rust Retrieval-Augmented Generation pipeline built on Trueno

MIT Edition 2021 MSRV 1.75
ScienceText processing #nlp#retrieval#embeddings#vector-search#rag

Quick Verdict

  • โœ“Actively maintained (updated 27d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Trusted by 118 crates
  • !Heavy dependency tree (22 direct deps)
  • โœ“Permissive license (MIT)

Security

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Downloads
15.6K
Dependents
118
Releases
18
Size
176KB

Deep Insights

๐Ÿ“‰
Download decline

2.8K downloads in the last 30 days, down 25% from the previous period. May indicate migration to alternatives.

๐Ÿ”—
Moderate adoption

118 crates depend on trueno-rag. Reasonable ecosystem adoption, though not yet a core dependency.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 160 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

๐Ÿ“ฆ
Heavy dependency tree

22 direct dependencies. Consider the impact on compile times and supply chain complexity.

๐ŸŒŸ
Used by top crates

Notable dependents include pmat, aprender, entrenar, organizational-intelligence-plugin, batuta. When high-quality crates choose trueno-rag, it's a strong quality signal.

Health Breakdown

Maintenance 18/25

Recency, release consistency, active ratio

Quality 13/25

Yanked ratio, deps, size, maturity, features

Community 12/20

Reverse deps, ownership, ecosystem

Popularity 5/15

Downloads, momentum, growth trend

Documentation 12/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
157/day avg-72%
020040060080012/291/162/32/213/113/28

Top Dependents

Version Adoption

v0.1.2
38%
v0.1.12
20%
v0.1.8
18%
v0.1.10
13%
v0.2.4
11%

Release Timeline

18 releasessince 2025
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Feature Flags

default =["sqlite"]

ocrevalsqlite*nemotronembeddingscompressionmultivectortranscription

README

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Maintainers

Dependencies
22
direct dependencies
Dependents
118
crates depend on trueno-rag

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