Source: https://seerepo.com/compare/datawhalechina/hello-agents/vs/Thysrael/Horizon
Markdown source: https://seerepo.com/compare/datawhalechina/hello-agents/vs/Thysrael/Horizon.md
Description: hello-agents and Horizon share 7 technologies: OpenAI, Rich, MCP, markdown, feedparser, beautifulsoup4, and Pydantic. Both are written in Python.

# hello-agents vs Horizon

hello-agents and Horizon share 7 technologies: OpenAI, Rich, MCP, markdown, feedparser, beautifulsoup4, and Pydantic. Both are written in Python.

- [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
- [Thysrael/Horizon](https://seerepo.com/r/Thysrael/Horizon): 📡 Your own AI-powered news radar. Generates daily briefings in English & Chinese. | 用 AI 构建你专属的新闻雷达

## What they share and what sets them apart

- In common: OpenAI, Rich, MCP, markdown, feedparser, beautifulsoup4, Pydantic
- Only in hello-agents: FastAPI, uvicorn, aiosqlite, asyncpg, psycopg2-binary, Postgres, chromadb, Redis, SQLite, libsql-client, oracledb, pymilvus, 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, Gradio, matplotlib, 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, sentence-transformers, tiktoken, autogen-agentchat, autogen-ext, datasets, langchain-openai, langdetect, LangGraph, paddlenlp, rank-bm25, spaCy, imaplib2, lxml, openpyxl, pdfminer.six, pypdf, python-docx, reportlab, xlrd, pdfplumber, pillow, pymupdf, pypdf2, jinja2, pymupdf4llm, annotated-types, email-validator, pydantic-core, 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
- Only in Horizon: Anthropic, Google, pyjwt, qrcode

## Side by side

| | hello-agents | Horizon |
|---|---|---|
| Size | 226,661 lines written, 1,210 code files | 28,758 lines written, 68 code files |
| Who writes it | 2.4% of its commits signed by AI. With Codex, Cursor, and Claude Code | 3.6% of its commits signed by AI. With Claude Code and Cursor |
| Activity | Last push October 13, 2026, 660 commits, 86,519 stars | Last push November 9, 2026, 331 commits, 13,165 stars |
| Tests | 99 test files. 6.9% of its code files have a test that imports them | 63 test files. 79.4% 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, hello-agents or Horizon?

hello-agents, with 226,661 lines written; Horizon has 28,758.

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

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

hello-agents, with 86,519 stars; Horizon has 13,165.

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

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

hello-agents, with 99 test files; Horizon has 63.

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

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

Horizon: its last push was on November 9, 2026, and hello-agents's on October 13, 2026.

The proof: [Thysrael/Horizon's commits on GitHub](https://github.com/Thysrael/Horizon/commits)

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

Horizon: an AI signed 3.6% of its commits, with Claude Code and Cursor; in hello-agents, 2.4%.

## Sources

- datawhalechina/hello-agents: Read on November 9, 2026, at commit 36f583c (https://github.com/datawhalechina/hello-agents/tree/36f583c233ea5cee4537ef93455702b55053af18)
- Thysrael/Horizon: Read on November 10, 2026, at commit 0a8d740 (https://github.com/Thysrael/Horizon/tree/0a8d740b1a774f27ba9ffb612227ab87832a138c)

## 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.