hello-agents vs Fay
hello-agents and Fay share 13 technologies: FastAPI, uvicorn, chromadb, SQLite, Flask, MCP, sentence-transformers, langchain-openai, LangGraph, openpyxl, python-docx, pdfplumber, and pillow. Both are written in Python.
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
- aiosqlite
- asyncpg
psycopg2-binary
- Postgres
- Redis
libsql-client
oracledb
- pymilvus
OpenAI- Qdrant
- Hugging Face
- python
- React
- react-dom
fastmcp
starlette
- anyio
- AIOHTTP
- Streamlit
- Vite
- Vue
vue-router
react-router-dom
- cycler
fonttools
- soupsieve
contourpy
- ipywidgets
- Plotly
- Gradio
matplotlib
- Rich
seaborn
- alembic
- SQLAlchemy
- python-jose
- passlib
- bcrypt
accelerate
- bitsandbytes
camel-ai
- mermaid
- onnxruntime
peft
safetensors
- tavily-python
textblob
tokenizers
- hello-agents
- torch
- transformers
agentscope
- scikit-learn
- tiktoken
- autogen-agentchat
- autogen-ext
- datasets
- langdetect
- paddlenlp
- rank-bm25
- spaCy
- imaplib2
lxml
- markdown
pdfminer.six
pypdf
- reportlab
- xlrd
feedparser
pymupdf
pypdf2
- beautifulsoup4
- jinja2
- pymupdf4llm
- annotated-types
- email-validator
- pydantic-core
- Pydantic
- jsonschema
kubernetes
- OpenTelemetry
opentelemetry-exporter-otlp-proto-grpc
loguru
ant-design-vue
- D3
@ant-design/icons-vue
katex
- Tailwind CSS
markdown-it
vue-flow
- @monaco-editor/loader
- Chart.js
vue-chartjs
highlight.js
- dompurify
marked
- react-markdown
- Element
vue-echarts
echarts
@element-plus/icons-vue
- Leaflet
- @amap/amap-jsapi-loader
- html2canvas
jspdf
In common
xszyou
Fay
fay是一个帮助数字人(2.5d、3d、移动、pc、网页)或大语言模型(openai兼容、deepseek)连通业务系统的agent框架。
Python13.6kRead on November 9, 2026, at commit d49f476What is Fay built with?Only in Fay
- flask-cors
pygame
pyqt5
opencv-python
- LangChain
- azure-cognitiveservices-speech
- edge-tts
- bs4
- python-pptx
psutil
Side by side
hello-agentsFay
SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,210 code files
Fay310,384 lines written88 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
Fay9.9% of its commits signed by AIWith Claude Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push October 13, 2026660 commits86,519 stars
FayLast push September 21, 2026304 commits13,611 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
Fay48 test files1.1% of its code files have a test that imports them
Frequently asked questions
Which is bigger, hello-agents or Fay?
Fay, with 310,384 lines written; hello-agents has 226,661.
The proof: xszyou/Fay's code at commit d49f476
Which has more GitHub stars, hello-agents or Fay?
hello-agents, with 86,519 stars; Fay has 13,611.
The proof: datawhalechina/hello-agents on GitHub
Which has more tests, hello-agents or Fay?
hello-agents, with 99 test files; Fay has 48.
The proof: datawhalechina/hello-agents's code at commit 36f583c
Which was updated more recently, hello-agents or Fay?
hello-agents: its last push was on October 13, 2026, and Fay's on September 21, 2026.
Which has more commits signed by AI, hello-agents or Fay?
Fay: an AI signed 9.9% of its commits, with Claude Code; in hello-agents, 2.4%.
The proof: the commits each tool signed in xszyou/Fay
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