AI agent starters · Rank #85

F

xunlong

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

多模态内容创作系统 - 报告、小说、演示文稿

Dormant2+ majors behindFree

Why this verdict

How we check →
  • No commits in 90 days; last commit 373 days ago. receipt ↗
  • OpenAI SDK 1 declared; latest is 3 (2 majors behind). receipt ↗
  • LangChain 0 declared; latest is 1 (1 major behind). receipt ↗
  • On current major: Pydantic. receipt ↗
  • Not counted in verdict: Anthropic SDK 0 → 1, FastAPI 0 → 0, LangGraph 0 → 1. receipt ↗

Snapshot: commit f1f9364 on master, checked 2026-10-19 07:30 UTC. Receipts link to files at this exact commit.

Check before you commit
  • Two or more breaking releases behind on a core dependency.

Dependency freshness

PackageDeclaredLatestStatus
OpenAI SDK openai1.0.03.35.12 majors behind
Anthropic SDK anthropic0.25.01.15.0Behind, not counted
FastAPI fastapi0.100.00.146.0Behind, not counted
LangChain langchain0.1.01.4.61 major behind
LangGraph langgraph0.0.401.2.16Behind, not counted
Pydantic pydantic2.0.02.14.1Current

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
FastAPI
API layer
Pydantic, Uvicorn
Testing
pytest

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

What the README says you get

  • AI
    Multi-agent orchestrationAgent orchestration based on LangGraph with task decomposition and parallel execution
  • AI
    Multiple LLM providersConfigure multiple LLM providers in `config/llm_config.yaml`
  • Analytics
    LangFuse observabilityIntegrated with LangFuse for full-process tracking and monitoring
  • API
    Automated web searchAutomated web search, content extraction, and knowledge integration
  • API
    Search engine configurationConfigure search behavior in `config/search_config.yaml`
  • Content
    Report, fiction, PPT modesSupports Report, Fiction, and PPT generation modes
  • Content
    Multi-format exportSupports Markdown, HTML, PDF, DOCX, PPTX formats
  • Content
    Style customizationMultiple writing and presentation styles
  • Content
    Speaker notes generationUse `--speech-notes` to generate speaker notes for each slide
  • Content
    Custom export templatesHTML templates in `templates/` directory support customization

Extracted from the kit's README by a local AI model (deepseek-flash) on Sep 29, 2026. Every item is checked against an exact README quote; 2 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, 2026Dormant2+ majors behind0
Oct 12, 2026Dormant2+ majors behind0
Sep 29, 2026Dormant2+ majors behind0

Sources

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