AI agent starters · Rank #62

D

deep-research-agent

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

Multi-agent autonomous research system using LangGraph and LangChain. Generates citation-backed reports with credibility scoring and web search

Dormant1 major behindFree

Why this verdict

How we check →

Snapshot: commit a974b4c on main, checked 2026-10-19 07:25 UTC. Receipts link to files at this exact commit.

Dependency freshness

PackageDeclaredLatestStatus
LangChain langchain0.3.131.4.61 major behind
LangGraph langgraph0.2.571.2.16Behind, not counted
Pydantic pydantic2.10.62.14.1Current

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

API layer
Pydantic

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 research systemFour specialized autonomous agents orchestrated by LangGraph's StateGraph
  • AI
    Autonomous search agentSearch agent dynamically decides queries, sources, and extraction depth
  • AI
    Quality validation with retrySection-level validation with retry logic and exponential backoff
  • AI
    Citation formattingAdds proper citations (APA, MLA, Chicago, IEEE)
  • AI
    Local and cloud modelsLocal models (Ollama, llama.cpp) and Cloud APIs (Google Gemini, OpenAI)
  • API
    Search provider abstractionExtensible search backend (DuckDuckGo, with easy addition of others)
  • Content
    Multi-format report exportReports in Markdown, HTML, and plain text
  • Data
    Research caching7-day TTL file-based caching with MD5 topic hashing
  • Deploy
    Connection poolingHTTP/2 with persistent connections via httpx
  • Deploy
    Workflow checkpointingWorkflow state persistence for crash recovery
  • UI
    Chainlit web interfaceInteractive Chainlit UI with real-time progress

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; 3 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, 2026Dormant1 major behind0
Oct 12, 2026Dormant1 major behind0
Sep 29, 2026Slowing1 major behind0

Sources

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