Source: https://seerepo.com/compare/datawhalechina/hello-agents/vs/HKUDS/LightRAG
Markdown source: https://seerepo.com/compare/datawhalechina/hello-agents/vs/HKUDS/LightRAG.md
Description: hello-agents and LightRAG share 6 technologies: Vite, React, FastAPI, Postgres, Redis, and OpenAI. Both are written in Python.

# hello-agents vs LightRAG

hello-agents and LightRAG share 6 technologies: Vite, React, FastAPI, Postgres, Redis, and OpenAI. Both are written in Python.

- [datawhalechina/hello-agents](https://seerepo.com/r/datawhalechina/hello-agents): 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程
- [HKUDS/LightRAG](https://seerepo.com/r/HKUDS/LightRAG): [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

## What they share and what sets them apart

- In common: Vite, React, FastAPI, Postgres, Redis, OpenAI
- Only in hello-agents: Vue
- Only in LightRAG: MongoDB, Anthropic

## Side by side

| | hello-agents | LightRAG |
|---|---|---|
| Size | 226,666 lines written, 1,268 code files | 442,998 lines written, 338 code files |
| Who writes it | 2.4% of its commits signed by AI. With Codex, Cursor, and Claude Code | 19.8% of its commits signed by AI. With Claude Code, Codex, GitHub Copilot, Cursor, and Jules |
| Activity | Last push October 13, 2026, 660 commits, 85,283 stars | Last push October 29, 2026, 8,260 commits, 40,452 stars |
| Tests | 97 test files. 6.6% of its code files have a test that imports them | 676 test files. 66% of its code files have a test that imports them |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## Frequently asked questions

### Which is bigger, hello-agents or LightRAG?

LightRAG, with 442,998 lines written in 338 code files; hello-agents has 226,666 in 1,268.

The proof: [HKUDS/LightRAG's code at commit aaebfe1](https://github.com/HKUDS/LightRAG/tree/aaebfe1bb8d55deb6a4304d357a3bf4c92fcd40a)

### Which has more GitHub stars, hello-agents or LightRAG?

hello-agents, with 85,283 stars; LightRAG has 40,452.

The proof: [datawhalechina/hello-agents on GitHub](https://github.com/datawhalechina/hello-agents)

### Which has more tests, hello-agents or LightRAG?

LightRAG, with 676 test files; hello-agents has 97.

The proof: [HKUDS/LightRAG's code at commit aaebfe1](https://github.com/HKUDS/LightRAG/tree/aaebfe1bb8d55deb6a4304d357a3bf4c92fcd40a)

### Which was updated more recently, hello-agents or LightRAG?

LightRAG: its last push was on October 29, 2026, and hello-agents's on October 13, 2026.

The proof: [HKUDS/LightRAG's commits on GitHub](https://github.com/HKUDS/LightRAG/commits)

### Which has more commits signed by AI, hello-agents or LightRAG?

LightRAG: an AI signed 19.8% of its commits, with Claude Code, Codex, GitHub Copilot, Cursor, and Jules; in hello-agents, 2.4%.

The proof: [the commits each tool signed in HKUDS/LightRAG](https://seerepo.com/r/HKUDS/LightRAG/ai)

## Sources

- datawhalechina/hello-agents: Read on October 29, 2026, at commit 36f583c (https://github.com/datawhalechina/hello-agents/tree/36f583c233ea5cee4537ef93455702b55053af18)
- HKUDS/LightRAG: Read on October 31, 2026, at commit aaebfe1 (https://github.com/HKUDS/LightRAG/tree/aaebfe1bb8d55deb6a4304d357a3bf4c92fcd40a)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.