Graphify vs LightRAG
Side-by-side comparison of two AI agent tools
Short answer
- Graphify is growing faster: +6,540 GitHub stars in the last 30 days vs +140 for LightRAG.
- Graphify is freemium; LightRAG is open-source.
- Pick Graphify for: local tool that parses code, docs, SQL schemas, configs, and PDFs into a queryable knowledge graph. Pick LightRAG for: eMNLP2025 LightRAG: Simple and Fast Retrieval-Augmented Generation.
From GitHub data refreshed daily.
G
Graphifyfreemium
Local tool that parses code, docs, SQL schemas, configs, and PDFs into a queryable knowledge graph
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LightRAGopen-source
[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation
Metrics
| Graphify | LightRAG | |
|---|---|---|
| Stars | 123.4k | 40.0k |
| Star velocity /mo | 6.5k | 140 |
| Commits (90d) | 1.1k | 2.2k |
| Releases (6m) | 10 | 10 |
| Downloads (30d, npm + PyPI) | — | 126.2K |
| Overall score | 0.9044125608136018 | 0.7509536032311694 |
FAQ
- Which is more popular, Graphify or LightRAG?
- Graphify has more GitHub stars (123,420 vs 39,954).
- Which is more actively developed, Graphify or LightRAG?
- LightRAG had more commits in the last 90 days (2,201 vs 1,056).
- Should I use Graphify or LightRAG?
- Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.