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ChuanhuChatGPT vs ray

ChuanhuChatGPT and ray share 15 technologies: Hugging Face, FastAPI, Gradio, einops, sentencepiece, transformers, torch, LangChain, tiktoken, accelerate, gradio-client, pillow, markdown, openpyxl, and Pydantic. Both are written in Python.

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What they share and what sets them apart

GaiZhenbiao

ChuanhuChatGPT

GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI.

Python15.2kRead on November 8, 2026, at commit 2c7d530What is ChuanhuChatGPT built with?

Only in ChuanhuChatGPT

In common

ray-project

ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Python44.2kRead on November 6, 2026, at commit 77567c5What is ray built with?

Only in ray

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
ChuanhuChatGPT13,835 lines written64 code files
ray1,531,664 lines written2,777 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.
ChuanhuChatGPT0% of its commits signed by AI
ray3.6% of its commits signed by AIWith Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex
ActivityFrom GitHub and its history, on the day SeeRepo read it.
ChuanhuChatGPTLast push September 16, 20261,200 commits15,244 stars
rayLast push November 6, 202632,373 commits44,213 stars
TestsThe files that test the code, and the share of code files a test imports.
ChuanhuChatGPT0 test files
ray2,168 test files9.7% of its code files have a test that imports them

Frequently asked questions

Which is bigger, ChuanhuChatGPT or ray?
ray, with 1,531,664 lines written; ChuanhuChatGPT has 13,835.

The proof: ray-project/ray's code at commit 77567c5

Which has more GitHub stars, ChuanhuChatGPT or ray?
ray, with 44,213 stars; ChuanhuChatGPT has 15,244.

The proof: ray-project/ray on GitHub

Which has more tests, ChuanhuChatGPT or ray?
ray, with 2,168 test files.

The proof: ray-project/ray's code at commit 77567c5

Which was updated more recently, ChuanhuChatGPT or ray?
ray: its last push was on November 6, 2026, and ChuanhuChatGPT's on September 16, 2026.

The proof: ray-project/ray's commits on GitHub

Which has more commits signed by AI, ChuanhuChatGPT or ray?
ray: an AI signed 3.6% of its commits, with Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex.

The proof: the commits each tool signed in ray-project/ray

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