Comparison
agentic-rag-for-dummies vs langgraph4j
Verdict
Pick agentic-rag-for-dummies if agentic RAG for Dummies simplifies the setup of retrieval-augmented generation agents using LangGraph and Ollama models; pick langgraph4j if langGraph4j is a Java library for developing AI-agentic architectures that integrates seamlessly with Langchain4j and Spring AI.
Markdown twin · agentic-rag-for-dummies alternatives · langgraph4j alternatives
GraphCanon updated Sep 20, 2026
9views this month
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Trust & integrity
| Signal | agentic-rag-for-dummies | langgraph4j |
|---|---|---|
| Maintenance | Active (20d since push) As of Sep 20, 2026 · github_public_v1 | Very active (1d since push) As of Sep 17, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 17, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- agentic-rag-for-dummies
- A modular Agentic RAG built with LangGraph for learning Retrieval-Augmented Generation Agents
- langgraph4j
- A library for developing AI Agentic Architectures in Java
Stars
- agentic-rag-for-dummies
- 4.2k
- langgraph4j
- 2.0k
Forks
- agentic-rag-for-dummies
- 552
- langgraph4j
- 280
Open issues
- agentic-rag-for-dummies
- 0
- langgraph4j
- 25
Language
- agentic-rag-for-dummies
- Jupyter Notebook
- langgraph4j
- Java
Adopt for
- agentic-rag-for-dummies
- Agentic RAG for Dummies simplifies the setup of retrieval-augmented generation agents using LangGraph and Ollama models.
- langgraph4j
- LangGraph4j is a Java library for developing AI-agentic architectures that integrates seamlessly with Langchain4j and Spring AI.
Persona
- agentic-rag-for-dummies
- -
- langgraph4j
- -
Runtime
- agentic-rag-for-dummies
- -
- langgraph4j
- -
License
- agentic-rag-for-dummies
- MIT
- langgraph4j
- MIT License
Last pushed
- agentic-rag-for-dummies
- Aug 30, 2026
- langgraph4j
- Sep 15, 2026
Categories
- agentic-rag-for-dummies
- AI Agents, Data & Retrieval
- langgraph4j
- AI Agents
Trust and health
Maintenance
- agentic-rag-for-dummies
- Active (82%)
- langgraph4j
- Very active (96%)
Days since push
- agentic-rag-for-dummies
- 20d
- langgraph4j
- 1d
Open issues (now)
- agentic-rag-for-dummies
- 0
- langgraph4j
- 25
Stars delta
- agentic-rag-for-dummies
- +295 (30d)
- langgraph4j
- +98 (30d)
Open issues delta
- agentic-rag-for-dummies
- 0 (30d)
- langgraph4j
- +1 (30d)
Owner type
- agentic-rag-for-dummies
- User
- langgraph4j
- Organization
OSV dependency advisories
- agentic-rag-for-dummies
- Published findings
- langgraph4j
- No lockfile (source not queried)
Full report
- agentic-rag-for-dummies
- Trust report
- langgraph4j
- Trust report
Choose agentic-rag-for-dummies if…
- agentic-rag-for-dummies is primarily Jupyter Notebook; langgraph4j is Java.
- Tags unique to agentic-rag-for-dummies: agent, agentic-ai, bm25, gradio.
- Also covers Data & Retrieval.
- When aiming to quickly develop a retrieval-augmented generation agent, thanks to its streamlined setup with LangGraph.
When NOT to use agentic-rag-for-dummies
- If smaller language model sizes are required as they might ignore retrieval instructions or hallucinate details.
- Projects sensitive about Docker and system requirements must carefully review the outlined conditions for deployment.
Choose langgraph4j if…
- langgraph4j is primarily Java; agentic-rag-for-dummies is Jupyter Notebook.
- Pricing: Available at no cost; commercial support and enterprise options may incur additional charges..
- Requirements: Min 1 GB RAM.
- Tags unique to langgraph4j: agents, ai, langchain4j, spring-ai.
- When you are building an application in the Java ecosystem that requires integration with both Langchain4j and Spring AI.
When NOT to use langgraph4j
- Avoid using it if your project strictly limits external dependency versions and necessitates an older version of Java (prior to 17), as LangGraph4j demands at least Java 17.
- If you require the absolute latest features before official release, direct snapshot use might pose instability risks that could disrupt development cycles or production environments.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (GiovanniPasq/agentic-rag-for-dummies) · observed Sep 20, 2026
- GitHub forks (GiovanniPasq/agentic-rag-for-dummies) · observed Sep 20, 2026
- Last push (GiovanniPasq/agentic-rag-for-dummies) · observed Aug 30, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (langgraph4j/langgraph4j) · observed Sep 20, 2026
- GitHub forks (langgraph4j/langgraph4j) · observed Sep 20, 2026
- Last push (langgraph4j/langgraph4j) · observed Sep 15, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: agentic-rag-for-dummies 4.2k · langgraph4j 2.0k (synced Sep 20, 2026).
Common questions
- What is the difference between agentic-rag-for-dummies and langgraph4j?
- agentic-rag-for-dummies: A modular Agentic RAG built with LangGraph for learning Retrieval-Augmented Generation Agents. langgraph4j: A library for developing AI Agentic Architectures in Java. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentic-rag-for-dummies over langgraph4j?
- Choose agentic-rag-for-dummies over langgraph4j when agentic-rag-for-dummies is primarily Jupyter Notebook; langgraph4j is Java; Tags unique to agentic-rag-for-dummies: agent, agentic-ai, bm25, gradio; Also covers Data & Retrieval; When aiming to quickly develop a retrieval-augmented generation agent, thanks to its streamlined setup with LangGraph.
- When should I choose langgraph4j over agentic-rag-for-dummies?
- Choose langgraph4j over agentic-rag-for-dummies when langgraph4j is primarily Java; agentic-rag-for-dummies is Jupyter Notebook; Pricing: Available at no cost; commercial support and enterprise options may incur additional charges.; Requirements: Min 1 GB RAM; Tags unique to langgraph4j: agents, ai, langchain4j, spring-ai; When you are building an application in the Java ecosystem that requires integration with both Langchain4j and Spring AI.
- When should I avoid agentic-rag-for-dummies?
- If smaller language model sizes are required as they might ignore retrieval instructions or hallucinate details. Projects sensitive about Docker and system requirements must carefully review the outlined conditions for deployment.
- When should I avoid langgraph4j?
- Avoid using it if your project strictly limits external dependency versions and necessitates an older version of Java (prior to 17), as LangGraph4j demands at least Java 17. If you require the absolute latest features before official release, direct snapshot use might pose instability risks that could disrupt development cycles or production environments.
- Is agentic-rag-for-dummies or langgraph4j more popular on GitHub?
- agentic-rag-for-dummies has more GitHub stars (4,188 vs 2,006). Stars measure visibility, not whether either tool fits your constraints.
- Are agentic-rag-for-dummies and langgraph4j open source?
- Yes - both are open-source projects on GitHub (agentic-rag-for-dummies: MIT, langgraph4j: MIT).
- Where can I find alternatives to agentic-rag-for-dummies or langgraph4j?
- GraphCanon lists graph-backed alternatives at agentic-rag-for-dummies alternatives and langgraph4j alternatives (agentic-rag-for-dummies markdown twin, langgraph4j markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, agentic-rag-for-dummies or langgraph4j?
- agentic-rag-for-dummies: Active. langgraph4j: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for agentic-rag-for-dummies and langgraph4j?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentic-rag-for-dummies trust report; langgraph4j trust report.