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ragrig

v0.9.8 Experimental

RAG framework for research and prototyping. Zero dependencies, hot-swap any agent at runtime, hybrid BM25+vector retrieval. Default build compiles with cargo build --release and nothing else.

MIT Edition 2024
AsynchronousScienceText processing #retrieval#embeddings#llm#ollama#rag

Quick Verdict

  • โœ“Actively maintained (updated 2d ago)
  • !Pre-1.0: API may have breaking changes
  • !Heavy dependency tree (38 direct deps)
  • โœ“Permissive license (MIT)

Security

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Downloads
180
Dependents
2
Releases
10
Size
5.5MB

Deep Insights

๐Ÿ“Š
Download activity

180 downloads in the last 30 days (6/day avg).

๐Ÿ“ฆ
Heavy dependency tree

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

๐Ÿ“
Large crate size

5.5MB is relatively large. May impact download and compile times.

Health Breakdown

Maintenance 14/25

Recency, release consistency, active ratio

Quality 10/25

Yanked ratio, deps, size, maturity, features

Community 7/20

Reverse deps, ownership, ecosystem

Popularity 3/15

Downloads, momentum, growth trend

Documentation 13/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
0/day avg
04/265/146/16/197/77/24

Top Dependents

Most downloaded crates that depend on ragrig

Version Adoption

v0.9.7
25%
v0.8.0
21%
v0.9.1
18%
v0.9.2
18%
v0.9.8
18%

Release Timeline

10 releasessince 2026
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Feature Flags

default =["internal", "ollama-embed"]

alllancedbofflineinternal*kreuzbergoffline-mkloffline-cudaollama-embed*offline-metaltest-fixturesinternal-embedinternal-generateinternal-generate-mklinternal-generate-cudainternal-generate-metal

README

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Maintainers

Dependencies
38
direct dependencies
Dependents
2
crates depend on ragrig

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