hello-agents vs production-agentic-rag-course
hello-agents and production-agentic-rag-course share 11 technologies: FastAPI, uvicorn, psycopg2-binary, Postgres, Redis, Gradio, alembic, SQLAlchemy, sentence-transformers, LangGraph, and Pydantic. 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
Python86.8kRead on November 12, 2026, at commit 2a506bcWhat is hello-agents built with?Only in hello-agents
- aiosqlite
- asyncpg
chromadb
- SQLite
libsql-client
oracledb
- pymilvus
OpenAI- Qdrant
- Hugging Face
- Flask
- python
- React
- react-dom
fastmcp
starlette
- anyio
- AIOHTTP
- Streamlit
- Vite
- Vue
vue-router
react-router-dom
- cycler
fonttools
- soupsieve
contourpy
- ipywidgets
- Plotly
matplotlib
- Rich
seaborn
- python-jose
- passlib
- bcrypt
accelerate
- bitsandbytes
camel-ai
- MCP
- mermaid
- onnxruntime
peft
safetensors
- tavily-python
textblob
tokenizers
- hello-agents
- torch
- transformers
agentscope
- scikit-learn
- tiktoken
- autogen-agentchat
- autogen-ext
- datasets
langchain-openai
- langdetect
- paddlenlp
- rank-bm25
- spaCy
- imaplib2
lxml
- markdown
- openpyxl
pdfminer.six
pypdf
- python-docx
- reportlab
- xlrd
- pdfplumber
pillow
feedparser
pymupdf
pypdf2
- beautifulsoup4
- jinja2
- pymupdf4llm
- annotated-types
- email-validator
- 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
jamwithai
production-agentic-rag-course
Python10.1kRead on November 14, 2026, at commit 424a0ebWhat is production-agentic-rag-course built with?Only in production-agentic-rag-course
Side by side
hello-agentsproduction-agentic-rag-course
SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents227,369 lines written1,215 code files
production-agentic-rag-course10,607 lines written85 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-agents3.3% of its commits signed by AIWith Codex, Claude Code, and Cursor
production-agentic-rag-course0% of its commits signed by AI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push November 11, 2026667 commits86,829 stars
production-agentic-rag-courseLast push June 5, 202633 commits10,111 stars
TestsThe files that test the code, and the share of code files a test imports.
hello-agents103 test files6.8% of its code files have a test that imports them
production-agentic-rag-course24 test files28.2% of its code files have a test that imports them
Frequently asked questions
Which is bigger, hello-agents or production-agentic-rag-course?
hello-agents, with 227,369 lines written; production-agentic-rag-course has 10,607.
The proof: datawhalechina/hello-agents's code at commit 2a506bc
Which has more GitHub stars, hello-agents or production-agentic-rag-course?
hello-agents, with 86,829 stars; production-agentic-rag-course has 10,111.
The proof: datawhalechina/hello-agents on GitHub
Which has more tests, hello-agents or production-agentic-rag-course?
hello-agents, with 103 test files; production-agentic-rag-course has 24.
The proof: datawhalechina/hello-agents's code at commit 2a506bc
Which was updated more recently, hello-agents or production-agentic-rag-course?
hello-agents: its last push was on November 11, 2026, and production-agentic-rag-course's on June 5, 2026.
Which has more commits signed by AI, hello-agents or production-agentic-rag-course?
hello-agents: an AI signed 3.3% of its commits, with Codex, Claude Code, and Cursor.
The proof: the commits each tool signed in datawhalechina/hello-agents
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