AI agent starters · Rank #44

C

deepsearch-agents

Grade C: derived only from the two verdicts below. How grades work

🔎 深度研搜对话式多智能体 AI Agents,最适合系统学习 DeepAgents 的实战项目|AI Deep Research Agent 实战 · LangGraph + RAGFlow + Tavily + FastAPI + WebSocket 从0到工程化落地。前后端完整代码全栈可跑,Docker 环境一键部署,配套 ai-agents-from-zero 免费教程与章节代码分支。适合系统学习大模型应用、多智能体 Agent 和企业级 AI 工程落地

Active2+ majors behindFree

Why this verdict

How we check →
  • 1 commit by 1 contributor in the last 90 days (1 in the last 30). receipt ↗
  • OpenAI SDK 1 declared; latest is 3 (2 majors behind). receipt ↗
  • pandas 2 declared; latest is 3 (1 major behind). receipt ↗
  • On current major: LangChain, Pydantic, React, Tailwind CSS. receipt ↗
  • Not counted in verdict: TypeScript 5 → 7, FastAPI 0 → 0. receipt ↗

Snapshot: commit 075a533 on main, checked 2026-10-19 07:18 UTC. Receipts link to files at this exact commit.

Check before you commit
  • No license detected: check terms before commercial use.
  • Two or more breaking releases behind on a core dependency.

Dependency freshness

PackageDeclaredLatestStatus
OpenAI SDK openai1.0.03.35.12 majors behind
TypeScript typescript5.8.07.0.2Behind, not counted
FastAPI fastapi0.100.00.146.0Behind, not counted
pandas pandas2.0.03.0.61 major behind
LangChain langchain1.2.171.4.6Current
LangGraph langgraph1.1.101.2.16Current
Pydantic pydantic2.0.02.14.1Current
React react19.0.019.3.1Current
Tailwind CSS tailwindcss4.1.04.3.3Current

Declared = lowest version the kit's dependency file (package.json, pyproject.toml or requirements.txt) allows. Latest = the npm "latest" tag or the newest PyPI release. TypeScript, the Stripe SDK, FastAPI and other 0.x packages are shown but not counted in the verdict.

What's in the stack

Framework
Vite, FastAPI
API layer
Pydantic, Uvicorn

Detected from declared dependencies. A listed package means it's installed, not necessarily fully wired up.

What the README says you get

  • AI
    RAGFlow knowledge baseRAGFlow 负责查询内部非结构化文档
  • API
    FastAPI task endpointsPOST /api/task
  • API
    Task cancellationPOST /api/task/{thread_id}/cancel
  • API
    WebSocket event pushWebSocket /ws/{thread_id}
  • Content
    Markdown and PDF output生成 Markdown,并在需要时转换成 PDF
  • Data
    MySQL query subagentMySQL 负责查询结构化业务数据
  • Other
    Session context isolation通过 thread_id 和 session_dir 区分不同任务
  • Other
    File upload endpointPOST /api/upload
  • Other
    File listing and downloadGET /api/files

Extracted from the kit's README by a local AI model (deepseek-flash) on Oct 19, 2026. Every item is checked against an exact README quote; 5 unverifiable items were discarded. A README claim is the maker's description, not something we tested.

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History

Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.

Show as a table
DateMaintenanceDependenciesCommits (90d)
Oct 19, 2026Active2+ majors behind1
Oct 12, 2026Slowing2+ majors behind0
Sep 29, 2026Slowing2+ majors behind0

Sources

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