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hello-agents vs llmware

hello-agents and llmware share 10 technologies: Postgres, chromadb, pymilvus, OpenAI, Hugging Face, Streamlit, tokenizers, torch, transformers, and datasets. 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

llmware-ai

llmware

Unified framework for building enterprise RAG pipelines with small, specialized models

Python14.8kRead on November 8, 2026, at commit 33b611aWhat is llmware built with?

Only in llmware

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,212 code files
llmware71,264 lines written207 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
llmware0% of its commits signed by AI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push October 13, 2026660 commits86,039 stars
llmwareLast push October 1, 20261,352 commits14,822 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
llmware18 test files

Frequently asked questions

Which is bigger, hello-agents or llmware?
hello-agents, with 226,661 lines written; llmware has 71,264.

The proof: datawhalechina/hello-agents's code at commit 36f583c

Which has more GitHub stars, hello-agents or llmware?
hello-agents, with 86,039 stars; llmware has 14,822.

The proof: datawhalechina/hello-agents on GitHub

Which has more tests, hello-agents or llmware?
hello-agents, with 97 test files; llmware has 18.

The proof: datawhalechina/hello-agents's code at commit 36f583c

Which was updated more recently, hello-agents or llmware?
hello-agents: its last push was on October 13, 2026, and llmware's on October 1, 2026.

The proof: datawhalechina/hello-agents's commits on GitHub

Which has more commits signed by AI, hello-agents or llmware?
hello-agents: an AI signed 2.4% of its commits, with Codex, Cursor, and Claude Code.

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