Source: https://seerepo.com/compare/camel-ai/owl/vs/datawhalechina/hello-agents
Markdown source: https://seerepo.com/compare/camel-ai/owl/vs/datawhalechina/hello-agents.md
Description: owl and hello-agents share 11 technologies: Streamlit, matplotlib, Plotly, Gradio, OpenAI, scikit-learn, spaCy, beautifulsoup4, lxml, Pydantic, and loguru. Both are written in Python.

# owl vs hello-agents

owl and hello-agents share 11 technologies: Streamlit, matplotlib, Plotly, Gradio, OpenAI, scikit-learn, spaCy, beautifulsoup4, lxml, Pydantic, and loguru. Both are written in Python.

- [camel-ai/owl](https://seerepo.com/r/camel-ai/owl): 🦉 OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation
- [datawhalechina/hello-agents](https://seerepo.com/r/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

## What they share and what sets them apart

- In common: Streamlit, matplotlib, Plotly, Gradio, OpenAI, scikit-learn, spaCy, beautifulsoup4, lxml, Pydantic, loguru
- Only in owl: camel-ai, opencv-python, crawl4ai, pypdf2, xmltodict
- Only in hello-agents: FastAPI, uvicorn, aiosqlite, asyncpg, psycopg2-binary, Postgres, chromadb, Redis, SQLite, oracledb, pymilvus, Qdrant, Hugging Face, Flask, fastmcp, starlette, anyio, AIOHTTP, Vite, Vue, vue-router, React, react-router-dom, cycler, fonttools, contourpy, Rich, alembic, SQLAlchemy, bcrypt, accelerate, MCP, onnxruntime, peft, safetensors, tavily-python, tokenizers, torch, transformers, sentence-transformers, tiktoken, datasets, langchain-openai, LangGraph, paddlenlp, rank-bm25, markdown, openpyxl, pdfminer.six, pypdf, python-docx, reportlab, xlrd, pdfplumber, pillow, feedparser, pymupdf, jinja2, annotated-types, email-validator, pydantic-core, jsonschema, OpenTelemetry, opentelemetry-exporter-otlp-proto-grpc, D3, katex, Tailwind CSS, markdown-it, vue-flow, Chart.js, vue-chartjs, highlight.js, dompurify, marked, react-markdown, Element, echarts, Leaflet, Mermaid, html2canvas, jspdf

## Side by side

| | owl | hello-agents |
|---|---|---|
| Size | 16,334 lines written, 53 code files | 226,661 lines written, 1,212 code files |
| Who writes it | 0% of its commits signed by AI | 2.4% of its commits signed by AI. With Codex, Cursor, and Claude Code |
| Activity | Last push November 2, 2026, 500 commits, 20,173 stars | Last push October 13, 2026, 660 commits, 86,039 stars |
| Tests | 0 test files | 97 test files. 6.9% of its code files have a test that imports them |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## Frequently asked questions

### Which is bigger, owl or hello-agents?

hello-agents, with 226,661 lines written; owl has 16,334.

The proof: [datawhalechina/hello-agents's code at commit 36f583c](https://github.com/datawhalechina/hello-agents/tree/36f583c233ea5cee4537ef93455702b55053af18)

### Which has more GitHub stars, owl or hello-agents?

hello-agents, with 86,039 stars; owl has 20,173.

The proof: [datawhalechina/hello-agents on GitHub](https://github.com/datawhalechina/hello-agents)

### Which has more tests, owl or hello-agents?

hello-agents, with 97 test files.

The proof: [datawhalechina/hello-agents's code at commit 36f583c](https://github.com/datawhalechina/hello-agents/tree/36f583c233ea5cee4537ef93455702b55053af18)

### Which was updated more recently, owl or hello-agents?

owl: its last push was on November 2, 2026, and hello-agents's on October 13, 2026.

The proof: [camel-ai/owl's commits on GitHub](https://github.com/camel-ai/owl/commits)

### Which has more commits signed by AI, owl or hello-agents?

hello-agents: an AI signed 2.4% of its commits, with Codex, Cursor, and Claude Code.

## Sources

- camel-ai/owl: Read on November 5, 2026, at commit 2df367e (https://github.com/camel-ai/owl/tree/2df367e0bfd1d97b37e59f8997fdc8762d03b6a2)
- datawhalechina/hello-agents: Read on November 4, 2026, at commit 36f583c (https://github.com/datawhalechina/hello-agents/tree/36f583c233ea5cee4537ef93455702b55053af18)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.