AI agent starters · Rank #44
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
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.
- No license detected: check terms before commercial use.
- Two or more breaking releases behind on a core dependency.
Dependency freshness
| Package | Declared | Latest | Status |
|---|---|---|---|
| OpenAI SDK openai | 1.0.0 | 3.35.1 | 2 majors behind |
| TypeScript typescript | 5.8.0 | 7.0.2 | Behind, not counted |
| FastAPI fastapi | 0.100.0 | 0.146.0 | Behind, not counted |
| pandas pandas | 2.0.0 | 3.0.6 | 1 major behind |
| LangChain langchain | 1.2.17 | 1.4.6 | Current |
| LangGraph langgraph | 1.1.10 | 1.2.16 | Current |
| Pydantic pydantic | 2.0.0 | 2.14.1 | Current |
| React react | 19.0.0 | 19.3.1 | Current |
| Tailwind CSS tailwindcss | 4.1.0 | 4.3.3 | Current |
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
- 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
- AIRAGFlow knowledge base
RAGFlow 负责查询内部非结构化文档
- APIFastAPI task endpoints
POST /api/task
- APITask cancellation
POST /api/task/{thread_id}/cancel
- APIWebSocket event push
WebSocket /ws/{thread_id}
- ContentMarkdown and PDF output
生成 Markdown,并在需要时转换成 PDF
- DataMySQL query subagent
MySQL 负责查询结构化业务数据
- OtherSession context isolation
通过 thread_id 和 session_dir 区分不同任务
- OtherFile upload endpoint
POST /api/upload
- OtherFile listing and download
GET /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.
Watch deepsearch-agents
Get told if it goes dormant, gets archived, falls further behind on a core dependency, or changes its license or price.
History
Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.
Show as a table
| Date | Maintenance | Dependencies | Commits (90d) |
|---|---|---|---|
| Oct 19, 2026 | Active | 2+ majors behind | 1 |
| Oct 12, 2026 | Slowing | 2+ majors behind | 0 |
| Sep 29, 2026 | Slowing | 2+ majors behind | 0 |
Sources
Every claim on this page comes from these public records, checked . Open them to verify.
- Commit history ↗ default branch (main) at the checked commit: pulse, contributors, last commit
- Releases ↗ latest release
- frontend/package.json ↗ declared dependency versions and stack (at commit 075a533)
- pyproject.toml ↗ declared dependency versions and stack (at commit 075a533)
- requirements.txt ↗ declared dependency versions and stack (at commit 075a533)
- README ↗ quoted features at the checked commit
- npm registry ↗ latest versions (each linked in the table above)
- PyPI ↗ latest versions of Python packages (each linked in the table above)