Comparison
agentic-rag-for-dummies vs statewave
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 statewave if statewave focuses on reproducibility and provenance in memory management for AI agents, using Postgres plus pgvector for self-hosted operations rather than relying on query-time retrieval.
Markdown twin · agentic-rag-for-dummies alternatives · statewave alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | agentic-rag-for-dummies | statewave |
|---|---|---|
| Maintenance | Active (19d since push) As of 1w · github_public_v1 | Very active (1d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 1w · github_public_v1 | Not a fork · Personal account As of 3w · github_public_v1 |
| OSV dependency advisories | Published findings As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- statewave
- Open-source memory runtime for AI agents
Stars
- agentic-rag-for-dummies
- 3.9k
- statewave
- 289
Forks
- agentic-rag-for-dummies
- 499
- statewave
- 22
Open issues
- agentic-rag-for-dummies
- 0
- statewave
- 14
Language
- agentic-rag-for-dummies
- Jupyter Notebook
- statewave
- Python
Adopt for
- agentic-rag-for-dummies
- Agentic RAG for Dummies simplifies the setup of retrieval-augmented generation agents using LangGraph and Ollama models.
- statewave
- Statewave focuses on reproducibility and provenance in memory management for AI agents, using Postgres plus pgvector for self-hosted operations rather than relying on query-time retrieval.
Persona
- agentic-rag-for-dummies
- -
- statewave
- -
Runtime
- agentic-rag-for-dummies
- -
- statewave
- -
License
- agentic-rag-for-dummies
- MIT
- statewave
- Apache-2.0
Last pushed
- agentic-rag-for-dummies
- Jul 25, 2026
- statewave
- Jul 30, 2026
Categories
- agentic-rag-for-dummies
- AI Agents, Data & Retrieval
- statewave
- AI Agents, Vector Databases
Trust and health
Maintenance
- agentic-rag-for-dummies
- Active (82%)
- statewave
- Very active (96%)
Days since push
- agentic-rag-for-dummies
- 19d
- statewave
- 1d
Open issues (now)
- agentic-rag-for-dummies
- 0
- statewave
- 14
OSV dependency advisories
- agentic-rag-for-dummies
- Published findings
- statewave
- No lockfile (source not queried)
Full report
- agentic-rag-for-dummies
- Trust report
- statewave
- Trust report
Choose agentic-rag-for-dummies if…
- agentic-rag-for-dummies is primarily Jupyter Notebook; statewave is Python.
- License: agentic-rag-for-dummies is MIT, statewave is Apache-2.0.
- 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 statewave if…
- statewave is primarily Python; agentic-rag-for-dummies is Jupyter Notebook.
- License: statewave is Apache-2.0, agentic-rag-for-dummies is MIT.
- Tags unique to statewave: agent-memory, ai-agents, memory, pgvector.
- Also covers Vector Databases.
- statewave ships Docker support for self-hosted deployment.
- Use when needing reproducible and documented context bundles to ensure consistent agent performance over time, as Statewave's design specifically supports provenance tagging for each context bundle.
When NOT to use statewave
- Avoid if your application cannot leverage or benefit from a self-hosted memory runtime setup specifically using Postgres and pgvector.
- Not suitable for cases where query-time document retrieval is preferred over maintaining provenance-tagged, static context bundles.
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 Aug 14, 2026
- GitHub forks (GiovanniPasq/agentic-rag-for-dummies) · observed Aug 14, 2026
- Last push (GiovanniPasq/agentic-rag-for-dummies) · observed Jul 25, 2026
- License file (MIT) · observed Aug 14, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (smaramwbc/statewave) · observed Aug 1, 2026
- GitHub forks (smaramwbc/statewave) · observed Aug 1, 2026
- Last push (smaramwbc/statewave) · observed Jul 30, 2026
- License file (Apache-2.0) · observed Aug 1, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agentic-rag-for-dummies 3.9k · statewave 289 (synced Aug 14, 2026).
Common questions
- What is the difference between agentic-rag-for-dummies and statewave?
- agentic-rag-for-dummies: A modular Agentic RAG built with LangGraph for learning Retrieval-Augmented Generation Agents. statewave: Open-source memory runtime for AI agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentic-rag-for-dummies over statewave?
- Choose agentic-rag-for-dummies over statewave when agentic-rag-for-dummies is primarily Jupyter Notebook; statewave is Python; License: agentic-rag-for-dummies is MIT, statewave is Apache-2.0; 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 statewave over agentic-rag-for-dummies?
- Choose statewave over agentic-rag-for-dummies when statewave is primarily Python; agentic-rag-for-dummies is Jupyter Notebook; License: statewave is Apache-2.0, agentic-rag-for-dummies is MIT; Tags unique to statewave: agent-memory, ai-agents, memory, pgvector; Also covers Vector Databases; statewave ships Docker support for self-hosted deployment; Use when needing reproducible and documented context bundles to ensure consistent agent performance over time, as Statewave's design specifically supports provenance tagging for each context bundle.
- 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 statewave?
- Avoid if your application cannot leverage or benefit from a self-hosted memory runtime setup specifically using Postgres and pgvector. Not suitable for cases where query-time document retrieval is preferred over maintaining provenance-tagged, static context bundles.
- Is agentic-rag-for-dummies or statewave more popular on GitHub?
- agentic-rag-for-dummies has more GitHub stars (3,893 vs 289). Stars measure visibility, not whether either tool fits your constraints.
- Are agentic-rag-for-dummies and statewave open source?
- Yes - both are open-source projects on GitHub (agentic-rag-for-dummies: MIT, statewave: Apache-2.0).
- Where can I find alternatives to agentic-rag-for-dummies or statewave?
- GraphCanon lists graph-backed alternatives at agentic-rag-for-dummies alternatives and statewave alternatives (agentic-rag-for-dummies markdown twin, statewave 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 statewave?
- agentic-rag-for-dummies: Active. statewave: 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 statewave?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentic-rag-for-dummies trust report; statewave trust report.