Project comparison
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
Local knowledge graph for Claude Code. Builds a persistent map of your codebase so Claude reads only what matters — 6.8× fewer tokens on reviews and up to 49× on daily coding tasks.
Best matched with other inference tools.
[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
Best matched with other inference tools.
Lightrag has the larger GitHub footprint with 38.0K stars.
Lightrag is currently growing faster at +3.0K stars this week.
Lightrag has the stronger automated maintenance signal at 98/100. This is not a security or fit verdict.
Use these signals to narrow your choice, then confirm setup, license, and fit upstream.
| Signal | Code Review Graph | Lightrag |
|---|---|---|
| Evidence status | Basic listing· 2d ago | Basic listing· 2d ago |
| GitHub stars | 16.1K | 38.0K |
| Weekly growth | 0 | +3.0K |
| Health score | Healthy72/100 |
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| Contributors | 78 | 299 |
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| Commits per week | 34.0 | 135.8 |
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| Open issues | 89 | 217 |
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| Language | Python | Python |
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| License | MIT | MIT |
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| Last commit | 2mo ago | 2d ago |
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| Last release | v2.3.3 | v1.5.5rc1 |
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