Source: https://seerepo.com/compare/datawhalechina/hello-agents/vs/langbot-app/LangBot
Markdown source: https://seerepo.com/compare/datawhalechina/hello-agents/vs/langbot-app/LangBot.md
Description: 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.

# 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.

- [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
- [langbot-app/LangBot](https://seerepo.com/r/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

## What they share and what sets them apart

- In common: 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, react-markdown
- Only in hello-agents: FastAPI, uvicorn, psycopg2-binary, Redis, oracledb, Hugging Face, Flask, fastmcp, starlette, anyio, Streamlit, Vue, vue-router, cycler, fonttools, contourpy, Plotly, Gradio, matplotlib, Rich, bcrypt, accelerate, onnxruntime, peft, safetensors, tokenizers, torch, transformers, scikit-learn, sentence-transformers, datasets, langchain-openai, LangGraph, paddlenlp, rank-bm25, spaCy, lxml, openpyxl, pdfminer.six, reportlab, xlrd, pdfplumber, feedparser, jinja2, annotated-types, email-validator, pydantic-core, jsonschema, OpenTelemetry, opentelemetry-exporter-otlp-proto-grpc, loguru, D3, katex, markdown-it, vue-flow, Chart.js, vue-chartjs, highlight.js, dompurify, marked, Element, echarts, Leaflet, Mermaid, html2canvas, jspdf
- Only in LangBot: async-lru, pgvector, quart, sqlmodel, argon2-cffi, cryptography, pyjwt, LangChain, langsmith, Ollama, dashscope, litellm, ebooklib, html2text, mako, qrcode, telegramify-markdown, pypdf2, boto3, botocore, colorlog, psutil, class-variance-authority, tailwind-merge, sonner, Radix UI, React Hook Form, react-photo-view, recharts, TanStack, cmdk, dnd-kit, input-otp, Lucide, @remixicon/react, @simplewebauthn/browser, rehype-highlight, remark-gfm, rehype-raw, rehype-sanitize, rehype-autolink-headings, rehype-slug, @hookform/resolvers, Zod

## Side by side

| | hello-agents | LangBot |
|---|---|---|
| Size | 226,661 lines written, 1,212 code files | 640,677 lines written, 1,270 code files |
| Who writes it | 2.4% of its commits signed by AI. With Codex, Cursor, and Claude Code | 4.4% of its commits signed by AI. With Claude Code, GitHub Copilot, Devin, Codex, and Cursor |
| Activity | Last push October 13, 2026, 660 commits, 86,039 stars | Last push November 6, 2026, 5,089 commits, 18,753 stars |
| Tests | 97 test files. 6.9% of its code files have a test that imports them | 850 test files. 46.6% 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 LangBot?

LangBot, with 640,677 lines written; hello-agents has 226,661.

The proof: [langbot-app/LangBot's code at commit 759ab65](https://github.com/langbot-app/LangBot/tree/759ab65af2fd08349d58570d58543aa70b31bda8)

### 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](https://github.com/datawhalechina/hello-agents)

### 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](https://github.com/langbot-app/LangBot/tree/759ab65af2fd08349d58570d58543aa70b31bda8)

### 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](https://github.com/langbot-app/LangBot/commits)

### 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](https://seerepo.com/r/langbot-app/LangBot/ai)

## Sources

- datawhalechina/hello-agents: Read on November 4, 2026, at commit 36f583c (https://github.com/datawhalechina/hello-agents/tree/36f583c233ea5cee4537ef93455702b55053af18)
- langbot-app/LangBot: Read on November 6, 2026, at commit 759ab65 (https://github.com/langbot-app/LangBot/tree/759ab65af2fd08349d58570d58543aa70b31bda8)

## 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.