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hello-agents vs MemoryBear

hello-agents and MemoryBear share 52 technologies: FastAPI, uvicorn, asyncpg, psycopg2-binary, Postgres, Redis, OpenAI, Hugging Face, Flask, React, fastmcp, starlette, anyio, AIOHTTP, Vite, react-router-dom, soupsieve, matplotlib, Rich, alembic, SQLAlchemy, python-jose, passlib, bcrypt, MCP, onnxruntime, scikit-learn, tiktoken, langchain-openai, LangGraph, lxml, markdown, openpyxl, pypdf, python-docx, xlrd, pdfplumber, pillow, pymupdf, pypdf2, beautifulsoup4, jinja2, annotated-types, email-validator, Pydantic, jsonschema, OpenTelemetry, D3, Tailwind CSS, react-markdown, echarts, and html2canvas. 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

Python86.8kRead on November 12, 2026, at commit 2a506bcWhat is hello-agents built with?

Only in hello-agents

In common

SuanmoSuanyangTechnology

MemoryBear

MemoryBear Equip AI with human-like memory capability

Python10.2kRead on November 13, 2026, at commit 9ba1071What is MemoryBear built with?

Only in MemoryBear

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents227,369 lines written1,215 code files
MemoryBear773,759 lines written3,244 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
MemoryBear0.8% of its commits signed by AIWith Claude Code and Codex
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push November 11, 2026667 commits86,829 stars
MemoryBearLast push November 13, 20265,353 commits10,206 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
MemoryBear48 test files2.3% of its code files have a test that imports them

Frequently asked questions

Which is bigger, hello-agents or MemoryBear?
MemoryBear, with 773,759 lines written; hello-agents has 227,369.

The proof: SuanmoSuanyangTechnology/MemoryBear's code at commit 9ba1071

Which has more GitHub stars, hello-agents or MemoryBear?
hello-agents, with 86,829 stars; MemoryBear has 10,206.

The proof: datawhalechina/hello-agents on GitHub

Which has more tests, hello-agents or MemoryBear?
hello-agents, with 103 test files; MemoryBear has 48.

The proof: datawhalechina/hello-agents's code at commit 2a506bc

Which was updated more recently, hello-agents or MemoryBear?
MemoryBear: its last push was on November 13, 2026, and hello-agents's on November 11, 2026.

The proof: SuanmoSuanyangTechnology/MemoryBear's commits on GitHub

Which has more commits signed by AI, hello-agents or MemoryBear?
hello-agents: an AI signed 3.3% of its commits, with Codex, Claude Code, and Cursor; in MemoryBear, 0.8%.

The proof: the commits each tool signed in datawhalechina/hello-agents

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