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hello-agents vs PixelRAG

hello-agents and PixelRAG share 19 technologies: FastAPI, OpenAI, Hugging Face, React, fastmcp, AIOHTTP, accelerate, MCP, peft, safetensors, torch, transformers, tiktoken, datasets, lxml, pillow, beautifulsoup4, Tailwind CSS, and react-markdown. Both are written in Python.

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What they share and what sets them apart

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

Python86.8kRead on November 12, 2026, at commit 2a506bcWhat is hello-agents built with?

Only in hello-agents

In common

StarTrail-org

PixelRAG

https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/

Python10.9kRead on November 13, 2026, at commit 16f35e5What is PixelRAG built with?

Only in PixelRAG

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents227,369 lines written1,215 code files
PixelRAG59,214 lines written141 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.
hello-agents3.3% of its commits signed by AIWith Codex, Claude Code, and Cursor
PixelRAG24.1% of its commits signed by AIWith Claude Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push November 11, 2026667 commits86,829 stars
PixelRAGLast push November 11, 2026133 commits10,914 stars
TestsThe files that test the code, and the share of code files a test imports.
hello-agents103 test files6.8% of its code files have a test that imports them
PixelRAG45 test files16.3% of its code files have a test that imports them

Frequently asked questions

Which is bigger, hello-agents or PixelRAG?
hello-agents, with 227,369 lines written; PixelRAG has 59,214.

The proof: datawhalechina/hello-agents's code at commit 2a506bc

Which has more GitHub stars, hello-agents or PixelRAG?
hello-agents, with 86,829 stars; PixelRAG has 10,914.

The proof: datawhalechina/hello-agents on GitHub

Which has more tests, hello-agents or PixelRAG?
hello-agents, with 103 test files; PixelRAG has 45.

The proof: datawhalechina/hello-agents's code at commit 2a506bc

Which was updated more recently, hello-agents or PixelRAG?
Both got their last push on November 11, 2026.

The proof: datawhalechina/hello-agents's commits on GitHub

Which has more commits signed by AI, hello-agents or PixelRAG?
PixelRAG: an AI signed 24.1% of its commits, with Claude Code; in hello-agents, 3.3%.

The proof: the commits each tool signed in StarTrail-org/PixelRAG

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