Comparison
Lumos vs agentic-rag-for-dummies
Verdict
Pick Lumos if lumos is a RAG LLM co-pilot that operates within Chrome and leverages local language models to support web browsing with automation; pick agentic-rag-for-dummies if agentic RAG for Dummies simplifies the setup of retrieval-augmented generation agents using LangGraph and Ollama models.
Markdown twin · Lumos alternatives · agentic-rag-for-dummies alternatives
GraphCanon updated Sep 20, 2026
vs
Trust & integrity
| Signal | Lumos | agentic-rag-for-dummies |
|---|---|---|
| Maintenance | Dormant (601d since push) As of Sep 20, 2026 · github_public_v1 | Active (20d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | Published findings 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
- Lumos
- A RAG LLM co-pilot for browsing the web
- agentic-rag-for-dummies
- A modular Agentic RAG built with LangGraph for learning Retrieval-Augmented Generation Agents
Stars
- Lumos
- 1.5k
- agentic-rag-for-dummies
- 4.2k
Forks
- Lumos
- 111
- agentic-rag-for-dummies
- 552
Open issues
- Lumos
- 24
- agentic-rag-for-dummies
- 0
Language
- Lumos
- TypeScript
- agentic-rag-for-dummies
- Jupyter Notebook
Adopt for
- Lumos
- Lumos is a RAG LLM co-pilot that operates within Chrome and leverages local language models to support web browsing with automation.
- agentic-rag-for-dummies
- Agentic RAG for Dummies simplifies the setup of retrieval-augmented generation agents using LangGraph and Ollama models.
Persona
- Lumos
- -
- agentic-rag-for-dummies
- -
Runtime
- Lumos
- -
- agentic-rag-for-dummies
- -
License
- Lumos
- MIT
- agentic-rag-for-dummies
- MIT
Last pushed
- Lumos
- Jan 26, 2025
- agentic-rag-for-dummies
- Aug 30, 2026
Categories
- Lumos
- Data & Retrieval, LLM Frameworks
- agentic-rag-for-dummies
- AI Agents, Data & Retrieval
Trust and health
Maintenance
- Lumos
- Dormant (18%)
- agentic-rag-for-dummies
- Active (82%)
Days since push
- Lumos
- 601d
- agentic-rag-for-dummies
- 20d
Open issues (now)
- Lumos
- 24
- agentic-rag-for-dummies
- 0
Stars delta
- Lumos
- -3 (30d)
- agentic-rag-for-dummies
- +295 (30d)
OSV dependency advisories
- Lumos
- No lockfile (source not queried)
- agentic-rag-for-dummies
- Published findings
Full report
- Lumos
- Trust report
- agentic-rag-for-dummies
- Trust report
Choose Lumos if…
- Lumos is primarily TypeScript; agentic-rag-for-dummies is Jupyter Notebook.
- Requirements: Ensure that your environment supports Docker to run the Ollama server as required for Lumos operation.; Your development workflow should be prepared to integrate a Chrome extension, considering you need to load unpacked extensions into Chrome..
- Tags unique to Lumos: chrome-extension, langchain-js, react, typescript.
- Also covers LLM Frameworks.
- Use Lumos when your task involves heavy web navigation and requires interaction with the latest local machine learning models directly from a browser.
When NOT to use Lumos
- Avoid using Lumos when your primary task does not involve browsing the web or requires a standalone application interface that does not need browser augmentation.
- Do not use this tool if you are looking for support in languages other than TypeScript, as it is specifically built around this language.
Choose agentic-rag-for-dummies if…
- agentic-rag-for-dummies is primarily Jupyter Notebook; Lumos is TypeScript.
- Tags unique to agentic-rag-for-dummies: agent, agentic-ai, bm25, gradio.
- Also covers AI Agents.
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (andrewnguonly/Lumos) · observed Sep 20, 2026
- GitHub forks (andrewnguonly/Lumos) · observed Sep 20, 2026
- Last push (andrewnguonly/Lumos) · observed Jan 26, 2025
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- 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 on cards: Lumos 1.5k · agentic-rag-for-dummies 4.2k (synced Sep 20, 2026).
Common questions
- What is the difference between Lumos and agentic-rag-for-dummies?
- Lumos: A RAG LLM co-pilot for browsing the web. agentic-rag-for-dummies: A modular Agentic RAG built with LangGraph for learning Retrieval-Augmented Generation Agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose Lumos over agentic-rag-for-dummies?
- Choose Lumos over agentic-rag-for-dummies when Lumos is primarily TypeScript; agentic-rag-for-dummies is Jupyter Notebook; Requirements: Ensure that your environment supports Docker to run the Ollama server as required for Lumos operation.; Your development workflow should be prepared to integrate a Chrome extension, considering you need to load unpacked extensions into Chrome.; Tags unique to Lumos: chrome-extension, langchain-js, react, typescript; Also covers LLM Frameworks; Use Lumos when your task involves heavy web navigation and requires interaction with the latest local machine learning models directly from a browser.
- When should I choose agentic-rag-for-dummies over Lumos?
- Choose agentic-rag-for-dummies over Lumos when agentic-rag-for-dummies is primarily Jupyter Notebook; Lumos is TypeScript; Tags unique to agentic-rag-for-dummies: agent, agentic-ai, bm25, gradio; Also covers AI Agents; When aiming to quickly develop a retrieval-augmented generation agent, thanks to its streamlined setup with LangGraph.
- When should I avoid Lumos?
- Avoid using Lumos when your primary task does not involve browsing the web or requires a standalone application interface that does not need browser augmentation. Do not use this tool if you are looking for support in languages other than TypeScript, as it is specifically built around this language.
- 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.
- Is Lumos or agentic-rag-for-dummies more popular on GitHub?
- agentic-rag-for-dummies has more GitHub stars (4,188 vs 1,513). Stars measure visibility, not whether either tool fits your constraints.
- Are Lumos and agentic-rag-for-dummies open source?
- Yes - both are open-source projects on GitHub (Lumos: MIT, agentic-rag-for-dummies: MIT).
- Where can I find alternatives to Lumos or agentic-rag-for-dummies?
- GraphCanon lists graph-backed alternatives at Lumos alternatives and agentic-rag-for-dummies alternatives (Lumos markdown twin, agentic-rag-for-dummies 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, Lumos or agentic-rag-for-dummies?
- Lumos: Dormant. agentic-rag-for-dummies: 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 Lumos and agentic-rag-for-dummies?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Lumos trust report; agentic-rag-for-dummies trust report.