---
title: "askimo vs agentic-rag-for-dummies"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/askimo-ai-askimo-vs-giovannipasq-agentic-rag-for-dummies"
tools: ["askimo-ai-askimo", "giovannipasq-agentic-rag-for-dummies"]
---

# askimo vs agentic-rag-for-dummies

*GraphCanon updated Sep 20, 2026*

## Verdict

Pick askimo when askimo is primarily Kotlin; agentic-rag-for-dummies is Jupyter Notebook; pick agentic-rag-for-dummies when agentic-rag-for-dummies is primarily Jupyter Notebook; askimo is Kotlin.

[askimo](https://askimo.chat) reports 485 GitHub stars, 100 forks, and 15 open issues, last pushed Sep 20, 2026. [agentic-rag-for-dummies](https://github.com/GiovanniPasq/agentic-rag-for-dummies) has 4.2k stars, 552 forks, and 0 open issues, last pushed Aug 30, 2026. Figures are from public GitHub metadata via [askimo's repository](https://github.com/askimo-ai/askimo) and [agentic-rag-for-dummies's repository](https://github.com/GiovanniPasq/agentic-rag-for-dummies).

| | [askimo](/tools/askimo-ai-askimo.md) | [agentic-rag-for-dummies](/tools/giovannipasq-agentic-rag-for-dummies.md) |
| --- | --- | --- |
| Tagline | AI Client for chat, RAG, and agents with multi-provider model support. | A modular Agentic RAG built with LangGraph for learning Retrieval-Augmented Generation Agents |
| Stars | 485 | 4,188 |
| Forks | 100 | 552 |
| Open issues | 15 | 0 |
| Language | Kotlin | Jupyter Notebook |
| Adopt for | - | Agentic RAG for Dummies simplifies the setup of retrieval-augmented generation agents using LangGraph and Ollama models. |
| Persona | - | - |
| Runtime | - | - |
| License | AGPL-3.0 | MIT |
| Categories | AI Agents, Data & Retrieval | AI Agents, Data & Retrieval |

## Trust and health

_Sourced signals - not a safety guarantee. No winner column._

| | [askimo](/tools/askimo-ai-askimo.md) | [agentic-rag-for-dummies](/tools/giovannipasq-agentic-rag-for-dummies.md) |
| --- | --- | --- |
| Maintenance | Very active (96%) | Active (82%) |
| Days since push | 0d | 20d |
| Open issues (now) | 15 | 0 |
| Stars delta | +167 (30d) | +295 (30d) |
| Open issues delta | -4 (30d) | 0 (30d) |
| Owner type | Organization | User |
| Full report | [trust report](/tools/askimo-ai-askimo/trust.md) | [trust report](/tools/giovannipasq-agentic-rag-for-dummies/trust.md) |

## Decision facts: askimo

- **Pricing:** unknown - The pricing information on the Askimo repository is not specified.

## Decision facts: agentic-rag-for-dummies

- **Adopt for:** Agentic RAG for Dummies simplifies the setup of retrieval-augmented generation agents using LangGraph and Ollama models.

## Choose when

### Choose askimo if…

- askimo is primarily Kotlin; agentic-rag-for-dummies is Jupyter Notebook.
- License: askimo is AGPL-3.0, agentic-rag-for-dummies is MIT.
- Pricing: The pricing information on the Askimo repository is not specified..
- Tags unique to askimo: agentic-workflow, ai-assistant, artificial-intelligence, chat-client.
- Use for Kotlin developers who need to integrate chat and AI agents with multi-provider support including Claude, Codex, Gemini, and OpenAI.

### Choose agentic-rag-for-dummies if…

- agentic-rag-for-dummies is primarily Jupyter Notebook; askimo is Kotlin.
- License: agentic-rag-for-dummies is MIT, askimo is AGPL-3.0.
- Tags unique to agentic-rag-for-dummies: agent, agentic-ai, bm25, gradio.
- When aiming to quickly develop a retrieval-augmented generation agent, thanks to its streamlined setup with LangGraph.

## When NOT to use askimo

- Avoid if you require a solution that supports languages other than Kotlin, as Askimo is exclusively built for Kotlin environments.
- Not suitable if your project has strict licensing requirements and requires proprietary code, due to its AGPL-3.0 license which might impose restrictions.

## 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.

## Common questions

### What is the difference between askimo and agentic-rag-for-dummies?

askimo: AI Client for chat, RAG, and agents with multi-provider model support.. 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 askimo over agentic-rag-for-dummies?

Choose askimo over agentic-rag-for-dummies when askimo is primarily Kotlin; agentic-rag-for-dummies is Jupyter Notebook; License: askimo is AGPL-3.0, agentic-rag-for-dummies is MIT; Pricing: The pricing information on the Askimo repository is not specified.; Tags unique to askimo: agentic-workflow, ai-assistant, artificial-intelligence, chat-client; Use for Kotlin developers who need to integrate chat and AI agents with multi-provider support including Claude, Codex, Gemini, and OpenAI.

### When should I choose agentic-rag-for-dummies over askimo?

Choose agentic-rag-for-dummies over askimo when agentic-rag-for-dummies is primarily Jupyter Notebook; askimo is Kotlin; License: agentic-rag-for-dummies is MIT, askimo is AGPL-3.0; Tags unique to agentic-rag-for-dummies: agent, agentic-ai, bm25, gradio; When aiming to quickly develop a retrieval-augmented generation agent, thanks to its streamlined setup with LangGraph.

### When should I avoid askimo?

Avoid if you require a solution that supports languages other than Kotlin, as Askimo is exclusively built for Kotlin environments. Not suitable if your project has strict licensing requirements and requires proprietary code, due to its AGPL-3.0 license which might impose restrictions.

### 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 askimo or agentic-rag-for-dummies more popular on GitHub?

agentic-rag-for-dummies has more GitHub stars (4,188 vs 485). Stars measure visibility, not whether either tool fits your constraints.

### Are askimo and agentic-rag-for-dummies open source?

Yes - both are open-source projects on GitHub (askimo: AGPL-3.0, agentic-rag-for-dummies: MIT).

### Where can I find alternatives to askimo or agentic-rag-for-dummies?

GraphCanon lists graph-backed alternatives at [askimo alternatives](/tools/askimo-ai-askimo/alternatives) and [agentic-rag-for-dummies alternatives](/tools/giovannipasq-agentic-rag-for-dummies/alternatives) ([askimo markdown twin](/tools/askimo-ai-askimo/alternatives.md), [agentic-rag-for-dummies markdown twin](/tools/giovannipasq-agentic-rag-for-dummies/alternatives.md)), 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](/compare/askimo-ai-askimo-vs-giovannipasq-agentic-rag-for-dummies.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.

### Which is better maintained, askimo or agentic-rag-for-dummies?

askimo: 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 askimo and agentic-rag-for-dummies?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [askimo trust report](/tools/askimo-ai-askimo/trust); [agentic-rag-for-dummies trust report](/tools/giovannipasq-agentic-rag-for-dummies/trust).

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=askimo-ai-askimo`](/api/graphcanon/graph?tool=askimo-ai-askimo)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_