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hello-agents vs TradingAgents-CN

hello-agents and TradingAgents-CN share 27 technologies: FastAPI, uvicorn, chromadb, Redis, OpenAI, Qdrant, Vite, Vue, vue-router, matplotlib, Rich, bcrypt, MCP, langchain-openai, LangGraph, markdown, openpyxl, python-docx, xlrd, pillow, feedparser, jinja2, Pydantic, dompurify, marked, Element, and echarts. 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

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

Only in hello-agents

In common

hsliuping

TradingAgents-CN

基于多智能体LLM的中文金融交易框架 - TradingAgents中文增强版

Python32.8kRead on November 7, 2026, at commit 51060a7What is TradingAgents-CN built with?

Only in TradingAgents-CN

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,212 code files
TradingAgents-CN518,993 lines written951 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
TradingAgents-CN0% of its commits signed by AI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push October 13, 2026660 commits86,039 stars
TradingAgents-CNLast push September 22, 20261 commits32,827 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
TradingAgents-CN487 test files23.2% of its code files have a test that imports them

Frequently asked questions

Which is bigger, hello-agents or TradingAgents-CN?
TradingAgents-CN, with 518,993 lines written; hello-agents has 226,661.

The proof: hsliuping/TradingAgents-CN's code at commit 51060a7

Which has more GitHub stars, hello-agents or TradingAgents-CN?
hello-agents, with 86,039 stars; TradingAgents-CN has 32,827.

The proof: datawhalechina/hello-agents on GitHub

Which has more tests, hello-agents or TradingAgents-CN?
TradingAgents-CN, with 487 test files; hello-agents has 97.

The proof: hsliuping/TradingAgents-CN's code at commit 51060a7

Which was updated more recently, hello-agents or TradingAgents-CN?
hello-agents: its last push was on October 13, 2026, and TradingAgents-CN's on September 22, 2026.

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

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

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