Source: https://seerepo.com/compare/datawhalechina/hello-agents/vs/xorbitsai/inference
Markdown source: https://seerepo.com/compare/datawhalechina/hello-agents/vs/xorbitsai/inference.md
Description: 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.

# 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.

- [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
- [xorbitsai/inference](https://seerepo.com/r/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.

## What they share and what sets them apart

- In common: 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, react-markdown
- Only in hello-agents: aiosqlite, asyncpg, psycopg2-binary, Postgres, chromadb, Redis, SQLite, libsql-client, oracledb, pymilvus, Qdrant, Flask, python, react-dom, fastmcp, starlette, Streamlit, Vite, Vue, vue-router, react-router-dom, cycler, fonttools, soupsieve, contourpy, ipywidgets, Plotly, Gradio, Rich, seaborn, alembic, SQLAlchemy, passlib, camel-ai, MCP, mermaid, tavily-python, textblob, tokenizers, hello-agents, agentscope, scikit-learn, autogen-agentchat, autogen-ext, datasets, langchain-openai, LangGraph, paddlenlp, rank-bm25, spaCy, imaplib2, lxml, markdown, openpyxl, pdfminer.six, pypdf, python-docx, reportlab, xlrd, pdfplumber, feedparser, pymupdf, pypdf2, beautifulsoup4, jinja2, pymupdf4llm, annotated-types, email-validator, kubernetes, ant-design-vue, D3, @ant-design/icons-vue, katex, markdown-it, vue-flow, @monaco-editor/loader, Chart.js, vue-chartjs, dompurify, marked, Element, vue-echarts, echarts, @element-plus/icons-vue, Leaflet, @amap/amap-jsapi-loader, html2canvas, jspdf
- Only in inference: pyarrow, Lightning, Next.js, descript-audiotools, en-core-web-sm, misaki, opencv-contrib-python-headless, pynini, transformers-stream-generator, wetextprocessing, torchaudio, einops, torchvision, librosa, diffusers, ModelScope, timm, x-transformers, qwen-vl-utils, funasr, julius, loralib, pyworld, flagembedding, gruut, kokoro, sentencepiece, silero-vad, torchdiffeq, vector-quantize-pytorch, vocos, conformer, controlnet-aux, fugashi, g2p-en, gguf, optimum, tensorizer, eva-decord, imageio-ffmpeg, torchcodec, opentelemetry-instrumentation-httpx, psutil, boto3, opentelemetry-instrumentation-fastapi, next-themes, class-variance-authority, tailwind-merge, sonner, Radix UI, Lucide, react-icons, Nunjucks, rehype-katex, rehype-raw, rehype-sanitize, remark-gfm, remark-math

## Side by side

| | hello-agents | inference |
|---|---|---|
| Size | 227,369 lines written, 1,215 code files | 922,374 lines written, 2,727 code files |
| Who writes it | 3.3% of its commits signed by AI. With Codex, Claude Code, and Cursor | 0.3% of its commits signed by AI. With Gemini CLI, Claude Code, and Cursor |
| Activity | Last push November 11, 2026, 667 commits, 86,829 stars | Last push November 14, 2026, 2,791 commits, 9,655 stars |
| Tests | 103 test files. 6.8% of its code files have a test that imports them | 676 test files. 19.9% 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 inference?

inference, with 922,374 lines written; hello-agents has 227,369.

The proof: [xorbitsai/inference's code at commit d2607af](https://github.com/xorbitsai/inference/tree/d2607afa6e252c8e69ee785e5be5d33216745186)

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

### 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](https://github.com/xorbitsai/inference/tree/d2607afa6e252c8e69ee785e5be5d33216745186)

### 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](https://github.com/xorbitsai/inference/commits)

### 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](https://seerepo.com/r/datawhalechina/hello-agents/ai)

## Sources

- datawhalechina/hello-agents: Read on November 12, 2026, at commit 2a506bc (https://github.com/datawhalechina/hello-agents/tree/2a506bc7e0e3e2235435559b7f2825057ce9a09c)
- xorbitsai/inference: Read on November 14, 2026, at commit d2607af (https://github.com/xorbitsai/inference/tree/d2607afa6e252c8e69ee785e5be5d33216745186)

## 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.