Ross ROSS = Recommend OSS · open-source software intelligence for agents

jd-opensource/joyagent-jdgenie

开源的端到端产品级通用智能体 observed · 2026-08-28

github.com/jd-opensource/joyagent-jdgenie · Java · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

42/100

  • Activity 67
  • Release rhythm 16
  • Longevity 29
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 413
  • days_rel: 350
  • days_push: 202
  • n_releases_24m: 1

Full methodology

Adoption not part of the score

11879 stars · 1661 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

JoyAgent-JDGenie is an open-source, end-to-end, production-grade general-purpose multi-agent product built in Java. It directly answers user queries or completes tasks (e.g., generating web or PPT reports) and allows custom sub-agents or tools to be mounted onto the framework.

Use cases

  • build a multi-agent AI assistant without writing code from scratch
  • generate analysis reports or PPT presentations from a natural language query
  • self-host a general-purpose agent product instead of an SDK or framework
  • mount custom sub-agents or tools for new business scenarios
  • run intelligent Q&A over multimodal unstructured documents with RAG
  • query and diagnose structured tabular enterprise data with a DataAgent

When to choose

  • you want a ready-to-use, out-of-the-box agent product rather than a low-level SDK
  • you need a lightweight multi-agent system with no dependency on a specific cloud LLM platform
  • you want strong benchmark-validated general agent performance (GAIA leaderboard)

When to avoid

  • you only need a minimal agent library to embed in an existing Python application
  • your stack is Python-centric and you prefer frameworks like LangChain or AutoGen
  • you need deep customization of the agent engine internals and prefer a smaller framework

Facets

application · maturity active

agent-framework rag llm-inference chatbot web-framework large-language-models artificial-intelligence data-science self-hosted cross-platform multi-agent end-to-end-product java report-generation ppt-generation data-agent gaia-benchmark open-source-agent ai-agents retrieval-augmented-generation web-server

1 source

Member repositories

RepositoryRoleHealth v2
jd-opensource/joyagent-jdgeniemain42

For agents

markdown · JSON · MCP: product_card(name="jd-opensource/joyagent-jdgenie")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem