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hello-agents vs inference

hello-agents and inference share 29 technologies: FastAPI, uvicorn, OpenAI, Hugging Face, React, anyio, AIOHTTP, matplotlib, python-jose, bcrypt, accelerate, bitsandbytes, onnxruntime, peft, safetensors, torch, transformers, sentence-transformers, tiktoken, langdetect, pillow, Pydantic, jsonschema, OpenTelemetry, opentelemetry-exporter-otlp-proto-grpc, loguru, Tailwind CSS, highlight.js, 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

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

Only in hello-agents

In common

xorbitsai

inference

Open-source inference platform for language, vision, embedding, reranking, image, audio, and video models. Deploy with multiple engines across heterogeneous hardware, from a laptop to a distributed cluster. Serve models through OpenAI-compatible APIs.

Python9.7kRead on November 14, 2026, at commit d2607afWhat is inference built with?

Only in inference

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents227,369 lines written1,215 code files
inference922,374 lines written2,727 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
inference0.3% of its commits signed by AIWith Gemini CLI, Claude Code, and Cursor
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push November 11, 2026667 commits86,829 stars
inferenceLast push November 14, 20262,791 commits9,655 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
inference676 test files19.9% of its code files have a test that imports them

Frequently asked questions

Which is bigger, hello-agents or inference?
inference, with 922,374 lines written; hello-agents has 227,369.

The proof: xorbitsai/inference's code at commit d2607af

Which has more GitHub stars, hello-agents or inference?
hello-agents, with 86,829 stars; inference has 9,655.

The proof: datawhalechina/hello-agents on GitHub

Which has more tests, hello-agents or inference?
inference, with 676 test files; hello-agents has 103.

The proof: xorbitsai/inference's code at commit d2607af

Which was updated more recently, hello-agents or inference?
inference: its last push was on November 14, 2026, and hello-agents's on November 11, 2026.

The proof: xorbitsai/inference's commits on GitHub

Which has more commits signed by AI, hello-agents or inference?
hello-agents: an AI signed 3.3% of its commits, with Codex, Claude Code, and Cursor; in inference, 0.3%.

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

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