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leann-core

v0.1.7 Experimental

LEANN is a revolutionary vector database that democratizes personal AI. Transform your laptop into a powerful RAG system that can index and search through millions of documents while using 97% less storage than traditional solutions without accuracy loss.

MIT Edition 2024
AlgorithmsScience #nearest-neighbor#hnsw#vector-search#rag

Quick Verdict

  • โœ“Actively maintained (updated 30d ago)
  • !Pre-1.0: API may have breaking changes
  • !Heavy dependency tree (28 direct deps)
  • โœ“Permissive license (MIT)

Security

Checking security advisories...
Downloads
732
Dependents
3
Releases
8
Size
129KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

401 downloads in the last 30 days (13/day), up 21% from the previous period.

๐Ÿ“ฆ
Heavy dependency tree

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

Health Breakdown

Maintenance 15/25

Recency, release consistency, active ratio

Quality 13/25

Yanked ratio, deps, size, maturity, features

Community 8/20

Reverse deps, ownership, ecosystem

Popularity 3/15

Downloads, momentum, growth trend

Documentation 10/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
8/day avg
05010012/291/162/32/213/113/28

Top Dependents

Most downloaded crates that depend on leann-core

Version Adoption

v0.1.7
67%
v0.1.4
20%
v0.1.3
5%
v0.1.6
4%
v0.1.1
4%

Release Timeline

8 releasessince 2026
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Feature Flags

default =["chat", "embedding-remote", "parallel", "bm25", "watch", "pdf"]

pdf*bm25*chat*fullwatch*parallel*tree-sitterembedding-remote*tree-sitter-javatree-sitter-pythontree-sitter-c-sharptree-sitter-javascripttree-sitter-typescript

README

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Maintainers

Dependencies
28
direct dependencies
Dependents
3
crates depend on leann-core

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