hello-agents vs AI-Trader
hello-agents and AI-Trader share 10 technologies: FastAPI, uvicorn, Postgres, Redis, AIOHTTP, Vite, React, react-router-dom, matplotlib, and Pydantic. Both are written in Python.
LinkedInWhat 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
- aiosqlite
- asyncpg
psycopg2-binary
chromadb
- SQLite
oracledb
- pymilvus
OpenAI- Qdrant
- Hugging Face
- Flask
fastmcp
starlette
- anyio
- Streamlit
- Vue
vue-router
- cycler
fonttools
contourpy
- Plotly
- Gradio
- Rich
- alembic
- SQLAlchemy
- bcrypt
accelerate
- MCP
- onnxruntime
peft
safetensors
- tavily-python
tokenizers
- torch
- transformers
- scikit-learn
sentence-transformers
- tiktoken
- datasets
langchain-openai
- LangGraph
- paddlenlp
- rank-bm25
- spaCy
lxml
- markdown
- openpyxl
pdfminer.six
pypdf
- python-docx
- reportlab
- xlrd
- pdfplumber
pillow
feedparser
pymupdf
- beautifulsoup4
- jinja2
- annotated-types
- email-validator
- pydantic-core
- jsonschema
- OpenTelemetry
opentelemetry-exporter-otlp-proto-grpc
loguru
- D3
katex
- Tailwind CSS
markdown-it
vue-flow
- Chart.js
vue-chartjs
highlight.js
- dompurify
marked
- react-markdown
- Element
echarts
- Leaflet
- Mermaid
- html2canvas
jspdf
In common
HKUDS
AI-Trader
"AI-Trader: 100% Fully-Automated Agent-Native Trading"
Python23.1kRead on November 4, 2026, at commit d03ff6cWhat is AI-Trader built with?Only in AI-Trader
psycopg
- OpenRouter
recharts
Side by side
hello-agentsAI-Trader
SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,212 code files
AI-Trader37,956 lines written48 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
AI-Trader9.2% of its commits signed by AIWith Codex, Cursor, and Claude Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push October 13, 2026660 commits86,039 stars
AI-TraderLast push June 11, 2026316 commits23,109 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
AI-Trader21 test files37.5% of its code files have a test that imports them
Frequently asked questions
Which is bigger, hello-agents or AI-Trader?
hello-agents, with 226,661 lines written; AI-Trader has 37,956.
The proof: datawhalechina/hello-agents's code at commit 36f583c
Which has more GitHub stars, hello-agents or AI-Trader?
hello-agents, with 86,039 stars; AI-Trader has 23,109.
The proof: datawhalechina/hello-agents on GitHub
Which has more tests, hello-agents or AI-Trader?
hello-agents, with 97 test files; AI-Trader has 21.
The proof: datawhalechina/hello-agents's code at commit 36f583c
Which was updated more recently, hello-agents or AI-Trader?
hello-agents: its last push was on October 13, 2026, and AI-Trader's on June 11, 2026.
Which has more commits signed by AI, hello-agents or AI-Trader?
AI-Trader: an AI signed 9.2% of its commits, with Codex, Cursor, and Claude Code; in hello-agents, 2.4%.
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