Source: https://seerepo.com/compare/datawhalechina/hello-agents/vs/LearningCircuit/local-deep-research
Markdown source: https://seerepo.com/compare/datawhalechina/hello-agents/vs/LearningCircuit/local-deep-research.md
Description: 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.

# 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.

- [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
- [LearningCircuit/local-deep-research](https://seerepo.com/r/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.

## What they share and what sets them apart

- In common: 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, jspdf
- Only in hello-agents: aiosqlite, asyncpg, psycopg2-binary, Postgres, chromadb, Redis, SQLite, libsql-client, oracledb, pymilvus, Qdrant, Hugging Face, Flask, python, React, react-dom, fastmcp, Streamlit, Vite, Vue, vue-router, react-router-dom, cycler, fonttools, contourpy, ipywidgets, Plotly, Gradio, matplotlib, seaborn, python-jose, passlib, bcrypt, accelerate, bitsandbytes, camel-ai, mermaid, onnxruntime, peft, safetensors, tavily-python, textblob, tokenizers, hello-agents, torch, transformers, agentscope, scikit-learn, autogen-agentchat, autogen-ext, datasets, langdetect, LangGraph, paddlenlp, rank-bm25, spaCy, imaplib2, openpyxl, pdfminer.six, python-docx, reportlab, xlrd, pillow, feedparser, pymupdf, pypdf2, pymupdf4llm, email-validator, kubernetes, opentelemetry-exporter-otlp-proto-grpc, loguru, ant-design-vue, D3, @ant-design/icons-vue, Tailwind CSS, markdown-it, vue-flow, @monaco-editor/loader, vue-chartjs, react-markdown, Element, vue-echarts, echarts, @element-plus/icons-vue, Leaflet, @amap/amap-jsapi-loader
- Only in local-deep-research: gitdb, s3transfer, werkzeug, Bootstrap, chartjs-adapter-date-fns, chartjs-plugin-annotation, bootstrap-icons, Font Awesome, peewee, ecdsa, id, keyring, pyjwt, LangChain, faiss-cpu, langchain-ollama, langchain-anthropic, crawl4ai, docutils, markdown-it-py, mdurl, nh3, readme-renderer, ruamel-yaml, ruamel-yaml-clib, xmltodict, defusedxml, markupsafe, extruct, justext, marked-katex-extension, readabilipy, unstructured, beartype, jsonschema-specifications, referencing, rfc3986, schema, boto3, botocore, docker, opentelemetry-instrumentation, opentelemetry-instrumentation-requests, opentelemetry-instrumentation-threading, opentelemetry-semantic-conventions, opentelemetry-util-http, structlog

## Side by side

| | hello-agents | local-deep-research |
|---|---|---|
| Size | 227,369 lines written, 1,215 code files | 1,820,812 lines written, 712 code files |
| Who writes it | 3.3% of its commits signed by AI. With Codex, Claude Code, and Cursor | 1.2% of its commits signed by AI. With Claude Code, GitHub Copilot, Kilo Code, and Cursor |
| Activity | Last push November 11, 2026, 667 commits, 86,829 stars | Last push November 14, 2026, 7,056 commits, 9,582 stars |
| Tests | 103 test files. 6.8% of its code files have a test that imports them | 3,252 test files. 80.1% 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 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](https://github.com/LearningCircuit/local-deep-research/tree/3d6e6151cffdb8f8926567b700d538fcd69afb8c)

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

### 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](https://github.com/LearningCircuit/local-deep-research/tree/3d6e6151cffdb8f8926567b700d538fcd69afb8c)

### 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](https://github.com/LearningCircuit/local-deep-research/commits)

### 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](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)
- LearningCircuit/local-deep-research: Read on November 14, 2026, at commit 3d6e615 (https://github.com/LearningCircuit/local-deep-research/tree/3d6e6151cffdb8f8926567b700d538fcd69afb8c)

## 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.