Comparison
atomic-agent vs agentic-rag-for-dummies
Verdict
Pick atomic-agent if atomic-agent is a local-first AI agent designed to run optimized AI models privately on personal devices with features including long context windows and proper tool calls; 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 · atomic-agent alternatives · agentic-rag-for-dummies alternatives
GraphCanon updated Sep 20, 2026
8views this month
vs
Trust & integrity
| Signal | atomic-agent | agentic-rag-for-dummies |
|---|---|---|
| Maintenance | Very active (2d 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 · Organization 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
- atomic-agent
- Local First Ai Agent for private device execution with optimized local AI models and long context window
- agentic-rag-for-dummies
- A modular Agentic RAG built with LangGraph for learning Retrieval-Augmented Generation Agents
Stars
- atomic-agent
- 2.5k
- agentic-rag-for-dummies
- 4.2k
Forks
- atomic-agent
- 246
- agentic-rag-for-dummies
- 552
Open issues
- atomic-agent
- 36
- agentic-rag-for-dummies
- 0
Language
- atomic-agent
- TypeScript
- agentic-rag-for-dummies
- Jupyter Notebook
Adopt for
- atomic-agent
- atomic-agent is a local-first AI agent designed to run optimized AI models privately on personal devices with features including long context windows and proper tool calls.
- agentic-rag-for-dummies
- Agentic RAG for Dummies simplifies the setup of retrieval-augmented generation agents using LangGraph and Ollama models.
Persona
- atomic-agent
- -
- agentic-rag-for-dummies
- -
Runtime
- atomic-agent
- -
- agentic-rag-for-dummies
- -
License
- atomic-agent
- MIT
- agentic-rag-for-dummies
- MIT
Last pushed
- atomic-agent
- Sep 17, 2026
- agentic-rag-for-dummies
- Aug 30, 2026
Categories
- atomic-agent
- AI Agents
- agentic-rag-for-dummies
- AI Agents, Data & Retrieval
Trust and health
Maintenance
- atomic-agent
- Very active (96%)
- agentic-rag-for-dummies
- Active (82%)
Days since push
- atomic-agent
- 2d
- agentic-rag-for-dummies
- 20d
Open issues (now)
- atomic-agent
- 36
- agentic-rag-for-dummies
- 0
Stars delta
- atomic-agent
- +825 (30d)
- agentic-rag-for-dummies
- +295 (30d)
Open issues delta
- atomic-agent
- +13 (30d)
- agentic-rag-for-dummies
- 0 (30d)
Owner type
- atomic-agent
- Organization
- agentic-rag-for-dummies
- User
OSV dependency advisories
- atomic-agent
- No lockfile (source not queried)
- agentic-rag-for-dummies
- Published findings
Full report
- atomic-agent
- Trust report
- agentic-rag-for-dummies
- Trust report
Choose atomic-agent if…
- atomic-agent is primarily TypeScript; agentic-rag-for-dummies is Jupyter Notebook.
- Tags unique to atomic-agent: agents, ai-agent, browser-automation, cli.
- atomic-agent ships an MCP server manifest.
- When you require an AI agent that prioritizes privacy by running exclusively on your device
When NOT to use atomic-agent
- In scenarios where cloud-based services are mandatory for compliance or security reasons
- If your use case demands real-time updates and data sharing capabilities across devices, atomic-agent's local-first approach may be a limitation
Choose agentic-rag-for-dummies if…
- agentic-rag-for-dummies is primarily Jupyter Notebook; atomic-agent is TypeScript.
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (AtomicBot-ai/atomic-agent) · observed Sep 20, 2026
- GitHub forks (AtomicBot-ai/atomic-agent) · observed Sep 20, 2026
- Last push (AtomicBot-ai/atomic-agent) · observed Sep 17, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Sep 20, 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: atomic-agent 2.5k · agentic-rag-for-dummies 4.2k (synced Sep 20, 2026).
Common questions
- What is the difference between atomic-agent and agentic-rag-for-dummies?
- atomic-agent: Local First Ai Agent for private device execution with optimized local AI models and long context window. 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 atomic-agent over agentic-rag-for-dummies?
- Choose atomic-agent over agentic-rag-for-dummies when atomic-agent is primarily TypeScript; agentic-rag-for-dummies is Jupyter Notebook; Tags unique to atomic-agent: agents, ai-agent, browser-automation, cli; atomic-agent ships an MCP server manifest; When you require an AI agent that prioritizes privacy by running exclusively on your device.
- When should I choose agentic-rag-for-dummies over atomic-agent?
- Choose agentic-rag-for-dummies over atomic-agent when agentic-rag-for-dummies is primarily Jupyter Notebook; atomic-agent is TypeScript; 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 avoid atomic-agent?
- In scenarios where cloud-based services are mandatory for compliance or security reasons If your use case demands real-time updates and data sharing capabilities across devices, atomic-agent's local-first approach may be a limitation
- 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 atomic-agent or agentic-rag-for-dummies more popular on GitHub?
- agentic-rag-for-dummies has more GitHub stars (4,188 vs 2,523). Stars measure visibility, not whether either tool fits your constraints.
- Are atomic-agent and agentic-rag-for-dummies open source?
- Yes - both are open-source projects on GitHub (atomic-agent: MIT, agentic-rag-for-dummies: MIT).
- Where can I find alternatives to atomic-agent or agentic-rag-for-dummies?
- GraphCanon lists graph-backed alternatives at atomic-agent alternatives and agentic-rag-for-dummies alternatives (atomic-agent 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, atomic-agent or agentic-rag-for-dummies?
- atomic-agent: Very active. 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 atomic-agent and agentic-rag-for-dummies?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: atomic-agent trust report; agentic-rag-for-dummies trust report.