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LightRAG vs AutoGPT
LightRAG and AutoGPT share 6 technologies: React, FastAPI, Postgres, Redis, OpenAI, and Anthropic. Both are written in Python.
What they share and what sets them apart
HKUDS
LightRAG
[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation
Python40.5kRead on October 31, 2026, at commit aaebfe1What is LightRAG built with?Significant-Gravitas
AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
Python187.8kRead on October 29, 2026, at commit 07212dfWhat is AutoGPT built with?In common
Only in LightRAG
Only in AutoGPT
Side by side
LightRAGAutoGPT
SizeLines written by people and agents, without generated ones; code files, without tests.
LightRAG442,998 lines written338 code files
AutoGPT1,630,074 lines written4,321 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
LightRAG19.8% of its commits signed by AIWith Claude Code, Codex, GitHub Copilot, Cursor, and Jules
AutoGPT15.7% of its commits signed by AIWith Claude Code, GitHub Copilot, Cursor, CodeRabbit, Mistral Vibe, Factory, Codex, Devin, and Gemini CLI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
LightRAGLast push October 29, 20268,260 commits40,452 stars
AutoGPTLast push October 29, 20269,377 commits187,811 stars
TestsThe files that test the code, and the share of code files a test imports.
LightRAG676 test files66% of its code files have a test that imports them
AutoGPT2,794 test files51.8% of its code files have a test that imports them
Frequently asked questions
Which is bigger, LightRAG or AutoGPT?
AutoGPT, with 1,630,074 lines written in 4,321 code files; LightRAG has 442,998 in 338.
The proof: Significant-Gravitas/AutoGPT's code at commit 07212df
Which has more GitHub stars, LightRAG or AutoGPT?
AutoGPT, with 187,811 stars; LightRAG has 40,452.
The proof: Significant-Gravitas/AutoGPT on GitHub
Which has more tests, LightRAG or AutoGPT?
AutoGPT, with 2,794 test files; LightRAG has 676.
The proof: Significant-Gravitas/AutoGPT's code at commit 07212df
Which was updated more recently, LightRAG or AutoGPT?
Both got their last push on October 29, 2026.
The proof: HKUDS/LightRAG's commits on GitHub
Which has more commits signed by AI, LightRAG or AutoGPT?
LightRAG: an AI signed 19.8% of its commits, with Claude Code, Codex, GitHub Copilot, Cursor, and Jules; in AutoGPT, 15.7%.
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