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hello-agents vs polars

hello-agents and polars share 8 technologies: aiosqlite, SQLite, Flask, matplotlib, SQLAlchemy, torch, openpyxl, and Pydantic. hello-agents is written in Python and polars in Rust.

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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

Python86kRead on November 4, 2026, at commit 36f583cWhat is hello-agents built with?

Only in hello-agents

In common

pola-rs

polars

Extremely fast Query Engine for DataFrames, written in Rust

Rust40.3kRead on November 6, 2026, at commit a2a4deaWhat is polars built with?

Only in polars

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,212 code files
polars953,615 lines written2,273 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-agents2.4% of its commits signed by AIWith Codex, Cursor, and Claude Code
polars0.9% of its commits signed by AIWith Claude Code, Cursor, GitHub Copilot, and Gemini CLI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push October 13, 2026660 commits86,039 stars
polarsLast push November 6, 202616,254 commits40,274 stars
TestsThe files that test the code, and the share of code files a test imports.
hello-agents97 test files6.9% of its code files have a test that imports them
polars671 test files11% of its code files have a test that imports them

Frequently asked questions

Which is bigger, hello-agents or polars?
polars, with 953,615 lines written; hello-agents has 226,661.

The proof: pola-rs/polars's code at commit a2a4dea

Which has more GitHub stars, hello-agents or polars?
hello-agents, with 86,039 stars; polars has 40,274.

The proof: datawhalechina/hello-agents on GitHub

Which has more tests, hello-agents or polars?
polars, with 671 test files; hello-agents has 97.

The proof: pola-rs/polars's code at commit a2a4dea

Which was updated more recently, hello-agents or polars?
polars: its last push was on November 6, 2026, and hello-agents's on October 13, 2026.

The proof: pola-rs/polars's commits on GitHub

Which has more commits signed by AI, hello-agents or polars?
hello-agents: an AI signed 2.4% of its commits, with Codex, Cursor, and Claude Code; in polars, 0.9%.

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