hello-agents vs ai-engineering-from-scratch
hello-agents and ai-engineering-from-scratch share 11 technologies: OpenAI, matplotlib, accelerate, MCP, tokenizers, torch, transformers, scikit-learn, tiktoken, datasets, and pillow. 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
- FastAPI
uvicorn
- aiosqlite
- asyncpg
psycopg2-binary
- Postgres
chromadb
- Redis
- SQLite
oracledb
- pymilvus
- Qdrant
- Hugging Face
- Flask
fastmcp
starlette
- anyio
- AIOHTTP
- Streamlit
- Vite
- Vue
vue-router
- React
react-router-dom
- cycler
fonttools
contourpy
- Plotly
- Gradio
- Rich
- alembic
- SQLAlchemy
- bcrypt
- onnxruntime
peft
safetensors
- tavily-python
sentence-transformers
langchain-openai
- LangGraph
- paddlenlp
- rank-bm25
- spaCy
lxml
- markdown
- openpyxl
pdfminer.six
pypdf
- python-docx
- reportlab
- xlrd
- pdfplumber
feedparser
pymupdf
- beautifulsoup4
- jinja2
- annotated-types
- email-validator
- pydantic-core
- Pydantic
- 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
OpenAImatplotlib
accelerate
- MCP
tokenizers
- torch
- transformers
- scikit-learn
- tiktoken
- datasets
pillow
rohitg00
ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
Python76.9kRead on November 4, 2026, at commit 8fec9ccWhat is ai-engineering-from-scratch built with?Only in ai-engineering-from-scratch
Side by side
hello-agentsai-engineering-from-scratch
SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,212 code files
ai-engineering-from-scratch506,014 lines written2,340 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-engineering-from-scratch0.8% of its commits signed by AIWith Claude Code and Devin
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push October 13, 2026660 commits86,039 stars
ai-engineering-from-scratchLast push November 4, 20262,431 commits76,859 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-engineering-from-scratch781 test files17.3% of its code files have a test that imports them
Frequently asked questions
Which is bigger, hello-agents or ai-engineering-from-scratch?
ai-engineering-from-scratch, with 506,014 lines written; hello-agents has 226,661.
The proof: rohitg00/ai-engineering-from-scratch's code at commit 8fec9cc
Which has more GitHub stars, hello-agents or ai-engineering-from-scratch?
hello-agents, with 86,039 stars; ai-engineering-from-scratch has 76,859.
The proof: datawhalechina/hello-agents on GitHub
Which has more tests, hello-agents or ai-engineering-from-scratch?
ai-engineering-from-scratch, with 781 test files; hello-agents has 97.
The proof: rohitg00/ai-engineering-from-scratch's code at commit 8fec9cc
Which was updated more recently, hello-agents or ai-engineering-from-scratch?
ai-engineering-from-scratch: its last push was on November 4, 2026, and hello-agents's on October 13, 2026.
The proof: rohitg00/ai-engineering-from-scratch's commits on GitHub
Which has more commits signed by AI, hello-agents or ai-engineering-from-scratch?
hello-agents: an AI signed 2.4% of its commits, with Codex, Cursor, and Claude Code; in ai-engineering-from-scratch, 0.8%.
See inside your code, today.
Paste your repo and see it drawn, part by part: a medium one in under a minute.
Free, no account.
