hello-agents vs kirara-ai
hello-agents and kirara-ai share 11 technologies: FastAPI, Redis, AIOHTTP, alembic, SQLAlchemy, bcrypt, MCP, pillow, pydantic-core, Pydantic, and loguru. 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
uvicorn
- aiosqlite
- asyncpg
psycopg2-binary
- Postgres
chromadb
- SQLite
oracledb
- pymilvus
OpenAI- Qdrant
- Hugging Face
- Flask
fastmcp
starlette
- anyio
- Streamlit
- Vite
- Vue
vue-router
- React
react-router-dom
- cycler
fonttools
contourpy
- Plotly
- Gradio
matplotlib
- Rich
accelerate
- onnxruntime
peft
safetensors
- tavily-python
tokenizers
- torch
- transformers
- scikit-learn
sentence-transformers
- tiktoken
- datasets
langchain-openai
- LangGraph
- paddlenlp
- rank-bm25
- spaCy
lxml
- markdown
- openpyxl
pdfminer.six
pypdf
- python-docx
- reportlab
- xlrd
- pdfplumber
feedparser
pymupdf
- beautifulsoup4
- jinja2
- annotated-types
- email-validator
- jsonschema
- OpenTelemetry
opentelemetry-exporter-otlp-proto-grpc
- 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
lss233
kirara-ai
🤖 可 DIY 的 多模态 AI 聊天机器人 | 🚀 快速接入 微信、 QQ、Telegram、等聊天平台 | 🦈支持DeepSeek、Grok、Claude、Ollama、Gemini、OpenAI | 工作流系统、网页搜索、AI画图、人设调教、虚拟女仆、语音对话 |
Python19.3kRead on November 6, 2026, at commit 36249e4What is kirara-ai built with?Only in kirara-ai
Side by side
hello-agentskirara-ai
SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,212 code files
kirara-ai29,567 lines written202 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
kirara-ai0% 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
kirara-aiLast push October 22, 20261,470 commits19,264 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
kirara-ai69 test files40.1% of its code files have a test that imports them
Frequently asked questions
Which is bigger, hello-agents or kirara-ai?
hello-agents, with 226,661 lines written; kirara-ai has 29,567.
The proof: datawhalechina/hello-agents's code at commit 36f583c
Which has more GitHub stars, hello-agents or kirara-ai?
hello-agents, with 86,039 stars; kirara-ai has 19,264.
The proof: datawhalechina/hello-agents on GitHub
Which has more tests, hello-agents or kirara-ai?
hello-agents, with 97 test files; kirara-ai has 69.
The proof: datawhalechina/hello-agents's code at commit 36f583c
Which was updated more recently, hello-agents or kirara-ai?
kirara-ai: its last push was on October 22, 2026, and hello-agents's on October 13, 2026.
The proof: lss233/kirara-ai's commits on GitHub
Which has more commits signed by AI, hello-agents or kirara-ai?
hello-agents: an AI signed 2.4% of its commits, with Codex, Cursor, and Claude Code.
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