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hello-agents vs LangBot

hello-agents and LangBot share 26 technologies: aiosqlite, asyncpg, Postgres, chromadb, SQLite, pymilvus, OpenAI, Qdrant, AIOHTTP, Vite, React, react-router-dom, alembic, SQLAlchemy, MCP, tavily-python, tiktoken, markdown, pypdf, python-docx, pillow, pymupdf, beautifulsoup4, Pydantic, Tailwind CSS, and react-markdown. Both are written in Python.

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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

Python86kRead on November 4, 2026, at commit 36f583cWhat is hello-agents built with?

Only in hello-agents

In common

langbot-app

LangBot

Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ / Matrix e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, GLM, Ollama, SiliconFlow, Kimi, openclaw / hermes agent, deerflow

Python18.8kRead on November 6, 2026, at commit 759ab65What is LangBot built with?

Only in LangBot

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,212 code files
LangBot640,677 lines written1,270 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
LangBot4.4% of its commits signed by AIWith Claude Code, GitHub Copilot, Devin, Codex, and Cursor
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push October 13, 2026660 commits86,039 stars
LangBotLast push November 6, 20265,089 commits18,753 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
LangBot850 test files46.6% of its code files have a test that imports them

Frequently asked questions

Which is bigger, hello-agents or LangBot?
LangBot, with 640,677 lines written; hello-agents has 226,661.

The proof: langbot-app/LangBot's code at commit 759ab65

Which has more GitHub stars, hello-agents or LangBot?
hello-agents, with 86,039 stars; LangBot has 18,753.

The proof: datawhalechina/hello-agents on GitHub

Which has more tests, hello-agents or LangBot?
LangBot, with 850 test files; hello-agents has 97.

The proof: langbot-app/LangBot's code at commit 759ab65

Which was updated more recently, hello-agents or LangBot?
LangBot: its last push was on November 6, 2026, and hello-agents's on October 13, 2026.

The proof: langbot-app/LangBot's commits on GitHub

Which has more commits signed by AI, hello-agents or LangBot?
LangBot: an AI signed 4.4% of its commits, with Claude Code, GitHub Copilot, Devin, Codex, and Cursor; in hello-agents, 2.4%.

The proof: the commits each tool signed in langbot-app/LangBot

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