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hello-agents vs local-deep-research

hello-agents and local-deep-research share 31 technologies: FastAPI, uvicorn, OpenAI, starlette, anyio, AIOHTTP, soupsieve, Rich, alembic, SQLAlchemy, MCP, sentence-transformers, tiktoken, langchain-openai, lxml, markdown, pypdf, pdfplumber, beautifulsoup4, jinja2, annotated-types, Pydantic, jsonschema, OpenTelemetry, katex, Chart.js, highlight.js, dompurify, marked, html2canvas, and jspdf. 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

LearningCircuit

local-deep-research

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Python9.6kRead on November 14, 2026, at commit 3d6e615What is local-deep-research built with?

Only in local-deep-research

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents227,369 lines written1,215 code files
local-deep-research1,820,812 lines written712 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
local-deep-research1.2% of its commits signed by AIWith Claude Code, GitHub Copilot, Kilo Code, and Cursor
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push November 11, 2026667 commits86,829 stars
local-deep-researchLast push November 14, 20267,056 commits9,582 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
local-deep-research3,252 test files80.1% of its code files have a test that imports them

Frequently asked questions

Which is bigger, hello-agents or local-deep-research?
local-deep-research, with 1,820,812 lines written; hello-agents has 227,369.

The proof: LearningCircuit/local-deep-research's code at commit 3d6e615

Which has more GitHub stars, hello-agents or local-deep-research?
hello-agents, with 86,829 stars; local-deep-research has 9,582.

The proof: datawhalechina/hello-agents on GitHub

Which has more tests, hello-agents or local-deep-research?
local-deep-research, with 3,252 test files; hello-agents has 103.

The proof: LearningCircuit/local-deep-research's code at commit 3d6e615

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

The proof: LearningCircuit/local-deep-research's commits on GitHub

Which has more commits signed by AI, hello-agents or local-deep-research?
hello-agents: an AI signed 3.3% of its commits, with Codex, Claude Code, and Cursor; in local-deep-research, 1.2%.

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

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