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hello-agents vs great_expectations

hello-agents and great_expectations share 14 technologies: psycopg2-binary, Postgres, oracledb, Flask, matplotlib, SQLAlchemy, scikit-learn, datasets, lxml, openpyxl, xlrd, jinja2, Pydantic, and jsonschema. 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

Python86.5kRead on November 9, 2026, at commit 36f583cWhat is hello-agents built with?

Only in hello-agents

In common

fivetran

great_expectations

Always know what to expect from your data.

Python11.9kRead on November 11, 2026, at commit a3e335bWhat is great_expectations built with?

Only in great_expectations

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,210 code files
great_expectations366,832 lines written855 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
great_expectations0.3% of its commits signed by AIWith Claude Code, GitHub Copilot, and CodeRabbit
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push October 13, 2026660 commits86,519 stars
great_expectationsLast push November 11, 202612,249 commits11,925 stars
TestsThe files that test the code, and the share of code files a test imports.
hello-agents99 test files6.9% of its code files have a test that imports them
great_expectations582 test files2.1% of its code files have a test that imports them

Frequently asked questions

Which is bigger, hello-agents or great_expectations?
great_expectations, with 366,832 lines written; hello-agents has 226,661.

The proof: fivetran/great_expectations's code at commit a3e335b

Which has more GitHub stars, hello-agents or great_expectations?
hello-agents, with 86,519 stars; great_expectations has 11,925.

The proof: datawhalechina/hello-agents on GitHub

Which has more tests, hello-agents or great_expectations?
great_expectations, with 582 test files; hello-agents has 99.

The proof: fivetran/great_expectations's code at commit a3e335b

Which was updated more recently, hello-agents or great_expectations?
great_expectations: its last push was on November 11, 2026, and hello-agents's on October 13, 2026.

The proof: fivetran/great_expectations's commits on GitHub

Which has more commits signed by AI, hello-agents or great_expectations?
hello-agents: an AI signed 2.4% of its commits, with Codex, Cursor, and Claude Code; in great_expectations, 0.3%.

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