hello-agents vs FunASR
hello-agents and FunASR share 7 technologies: FastAPI, uvicorn, Flask, onnxruntime, torch, markdown, and beautifulsoup4. Both are written in Python.
LinkedInWhat 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
- aiosqlite
- asyncpg
psycopg2-binary
- Postgres
chromadb
- Redis
- SQLite
oracledb
- pymilvus
OpenAI- Qdrant
- Hugging Face
fastmcp
starlette
- anyio
- AIOHTTP
- Streamlit
- Vite
- Vue
vue-router
- React
react-router-dom
- cycler
fonttools
contourpy
- Plotly
- Gradio
matplotlib
- Rich
- alembic
- SQLAlchemy
- bcrypt
accelerate
- MCP
peft
safetensors
- tavily-python
tokenizers
- transformers
- scikit-learn
sentence-transformers
- tiktoken
- datasets
langchain-openai
- LangGraph
- paddlenlp
- rank-bm25
- spaCy
lxml
- openpyxl
pdfminer.six
pypdf
- python-docx
- reportlab
- xlrd
- pdfplumber
pillow
feedparser
pymupdf
- jinja2
- annotated-types
- email-validator
- pydantic-core
- Pydantic
- jsonschema
- OpenTelemetry
opentelemetry-exporter-otlp-proto-grpc
loguru
- D3
katex
- Tailwind CSS
markdown-it
vue-flow
- Chart.js
vue-chartjs
highlight.js
- dompurify
marked
- react-markdown
- Element
echarts
- Leaflet
- Mermaid
- html2canvas
jspdf
In common
modelscope
FunASR
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.
Python20.9kRead on November 5, 2026, at commit fd1d4aaWhat is FunASR built with?Only in FunASR
- androidx.core:core-ktx
- activity-compose
- lifecycle-runtime-ktx
- constraintlayout
- material3
- ui
- ui-graphics
- androidx.appcompat:appcompat
librosa
- ModelScope
- funasr-onnx
- sentencepiece
- ONNX
- YamlDotNet
- Microsoft.Extensions.Logging
openclaw
Side by side
hello-agentsFunASR
SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,212 code files
FunASR278,515 lines written1,165 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
FunASR3.3% of its commits signed by AIWith Codex, Claude Code, and Gemini CLI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push October 13, 2026660 commits86,039 stars
FunASRLast push November 5, 20264,986 commits20,948 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
FunASR202 test files0.9% of its code files have a test that imports them
Frequently asked questions
Which is bigger, hello-agents or FunASR?
FunASR, with 278,515 lines written; hello-agents has 226,661.
The proof: modelscope/FunASR's code at commit fd1d4aa
Which has more GitHub stars, hello-agents or FunASR?
hello-agents, with 86,039 stars; FunASR has 20,948.
The proof: datawhalechina/hello-agents on GitHub
Which has more tests, hello-agents or FunASR?
FunASR, with 202 test files; hello-agents has 97.
The proof: modelscope/FunASR's code at commit fd1d4aa
Which was updated more recently, hello-agents or FunASR?
FunASR: its last push was on November 5, 2026, and hello-agents's on October 13, 2026.
The proof: modelscope/FunASR's commits on GitHub
Which has more commits signed by AI, hello-agents or FunASR?
FunASR: an AI signed 3.3% of its commits, with Codex, Claude Code, and Gemini CLI; in hello-agents, 2.4%.
The proof: the commits each tool signed in modelscope/FunASR
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