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brainwires-rag

v0.11.0 Experimental

Codebase indexing + hybrid retrieval (vector + BM25) for the Brainwires Agent Framework. Includes AST-aware chunking via tree-sitter (12 languages), Git history search, and reranking via spectral diversity / cross-encoder.

MIT OR Apache-2.0 Edition 2024 MSRV 1.91
Development tools #embeddings#tree-sitter#code-search#lancedb#rag

Quick Verdict

  • โœ“Actively maintained (updated 5d ago)
  • !Pre-1.0: API may have breaking changes
  • !Heavy dependency tree (47 direct deps)
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

Checking security advisories...
Downloads
74
Dependents
9
Releases
4
Size
190KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

19 downloads in the last 30 days (1/day), up 1800% from the previous period.

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Prolific maintainer

The primary maintainer publishes 73 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

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Heavy dependency tree

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

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Notable yanked versions

25% of releases have been yanked. Check version history before pinning.

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Used by top crates

Notable dependents include brainwires, brainwires-tool-runtime, brainwires-tool-builtins. When high-quality crates choose brainwires-rag, it's a strong quality signal.

Health Breakdown

Maintenance 13/25

Recency, release consistency, active ratio

Quality 7/25

Yanked ratio, deps, size, maturity, features

Community 8/20

Reverse deps, ownership, ecosystem

Popularity 2/15

Downloads, momentum, growth trend

Documentation 15/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
0/day avg
02/263/164/34/215/95/26

Top Dependents

Version Adoption

v0.2.1
36%
v0.1.0
32%
v0.11.0
32%

Release Timeline

4 releases1 yankedsince 2026
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Feature Flags

documentsqdrant-backendalt-folder-namepdf-extract-feature

README

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Maintainers

Dependencies
47
direct dependencies
Dependents
9
crates depend on brainwires-rag

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