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HKUDS/LightRAG

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

Python MIT main Stack scanned README.md
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Stars
37,746
Forks
5,311
Watchers
210
Issues
224
Commits
8,793
Awesome lists
1

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Activity and growth

Tracked growth, recent movement, and commit velocity from stored repository snapshots.

Latest capture 2026-07-17 04:06

Star growth, last 7 days
+199 +0.5%
Commit velocity, last 7 days
+171 +2.0%
Stars since baseline
+2001
Snapshot coverage
49

Tracked growth

49 captures since 2026-05-25

Stars from baseline +2001

Time horizon

All tracked data

Stars history

Total stars

Commits history

Default branch commits

Detected stack

Frameworks, package managers, ecosystems, and dependency manifests found during catalog scans.

Scanned 2026-07-17 04:06

Stack signals
7
Package managers
5
Manifest files
9
Dependencies
209

Frameworks and tools

  • FastAPI web framework · high confidence
  • LlamaIndex ai framework · high confidence
  • pytest test framework · high confidence
  • React frontend framework · high confidence
  • Starlette web framework · high confidence
  • Tailwind CSS css framework · high confidence
  • Vite build tool · high confidence
Bun npm PEP 517 pip uv javascript python

Dependency files

9 manifests
  • pyproject.toml python ecosystem, 73 dependencies
  • requirements-offline-llm.txt python ecosystem, 10 dependencies
  • requirements-offline-smart-heading.txt python ecosystem, 4 dependencies
  • requirements-offline-storage.txt python ecosystem, 9 dependencies
  • requirements-offline.txt python ecosystem, 23 dependencies
  • setup.py python ecosystem, 0 dependencies
  • uv.lock python ecosystem, 0 dependencies
  • lightrag_webui/package.json javascript ecosystem, 90 dependencies
  • 1 more file

Classification

Searchable topics, generated tags, and stack labels that explain where this repository fits.

Topics
9
Tags
0
Stacks
7

Topics

#genai #gpt #gpt-4 #graphrag #knowledge-graph #large-language-models #llm #rag #retrieval-augmented-generation

Generated tags

No generated tags yet.

Stack labels

FastAPI LlamaIndex pytest React Starlette Tailwind CSS Vite

AI development signals

Agent instructions and tool configuration paths found in the repository tree.

8 paths

AI agent config detected

8 config paths 5 files 3 directories
Agent instructions Claude Code 5 Cline 2

Key config paths

Review config paths

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Metadata

Language
Python
License
MIT
Default branch
main
Created
2024-10-02
First commit
2024-10-07
Last pushed
2026-07-17
GitHub updated
2026-07-17
Last synced
2026-07-17 04:06
Stack detected
2026-07-17 04:06
Archived
no

Links and files

GitHub Website

https://arxiv.org/abs/2410.05779

README

Appears in

1