--- title: "agentic-rag-for-dummies vs agentql" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/giovannipasq-agentic-rag-for-dummies-vs-tinyfish-io-agentql" tools: ["giovannipasq-agentic-rag-for-dummies", "tinyfish-io-agentql"] --- # agentic-rag-for-dummies vs agentql *GraphCanon updated Sep 20, 2026* ## 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 agentql if agentQL is a Python-based suite designed for large-scale web data extraction by using a query language and Playwright integrations. [agentic-rag-for-dummies](https://github.com/GiovanniPasq/agentic-rag-for-dummies) reports 4.2k GitHub stars, 552 forks, and 0 open issues, last pushed Aug 30, 2026. [agentql](https://agentql.com) has 1.5k stars, 171 forks, and 11 open issues, last pushed Sep 18, 2026. Figures are from public GitHub metadata via [agentic-rag-for-dummies's repository](https://github.com/GiovanniPasq/agentic-rag-for-dummies) and [agentql's repository](https://github.com/tinyfish-io/agentql). | | [agentic-rag-for-dummies](/tools/giovannipasq-agentic-rag-for-dummies.md) | [agentql](/tools/tinyfish-io-agentql.md) | | --- | --- | --- | | Tagline | A modular Agentic RAG built with LangGraph for learning Retrieval-Augmented Generation Agents | Suite of tools connecting AI to the web with query language and Playwright integrations | | Stars | 4,188 | 1,463 | | Forks | 552 | 171 | | Open issues | 0 | 11 | | Language | Jupyter Notebook | Python | | Adopt for | Agentic RAG for Dummies simplifies the setup of retrieval-augmented generation agents using LangGraph and Ollama models. | AgentQL is a Python-based suite designed for large-scale web data extraction by using a query language and Playwright integrations. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents, Data & Retrieval | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agentic-rag-for-dummies](/tools/giovannipasq-agentic-rag-for-dummies.md) | [agentql](/tools/tinyfish-io-agentql.md) | | --- | --- | --- | | Maintenance | Active (82%) | Very active (96%) | | Days since push | 20d | 1d | | Open issues (now) | 0 | 11 | | Stars delta | +295 (30d) | +18 (30d) | | Open issues delta | 0 (30d) | +2 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/giovannipasq-agentic-rag-for-dummies/trust.md) | [trust report](/tools/tinyfish-io-agentql/trust.md) | ## Shared compatibility - **Python**: [agentic-rag-for-dummies](/tools/giovannipasq-agentic-rag-for-dummies.md) - Python runtime; [agentql](/tools/tinyfish-io-agentql.md) - Python runtime ## 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. ## Decision facts: agentql - **Adopt for:** AgentQL is a Python-based suite designed for large-scale web data extraction by using a query language and Playwright integrations. ## Choose when ### Choose agentic-rag-for-dummies if… - agentic-rag-for-dummies is primarily Jupyter Notebook; agentql is Python. - Tags unique to agentic-rag-for-dummies: agentic-ai, bm25, gradio, langchain. - Also covers Data & Retrieval. - When aiming to quickly develop a retrieval-augmented generation agent, thanks to its streamlined setup with LangGraph. ### Choose agentql if… - agentql is primarily Python; agentic-rag-for-dummies is Jupyter Notebook. - Tags unique to agentql: aiagent, automation, javascript, playwright. - When you need tools that integrate AI with extensive web scraping to automate browser interactions effectively. ## 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. ## When NOT to use agentql - Avoid if looking exclusively for solutions built around frameworks other than Playwright, as AgentQL is deeply integrated with it. - Not suitable for users seeking simple web scraping functionalities without the sophistication of AI-driven querying or extensive browser automation capabilities. ## Common questions ### What is the difference between agentic-rag-for-dummies and agentql? agentic-rag-for-dummies: A modular Agentic RAG built with LangGraph for learning Retrieval-Augmented Generation Agents. agentql: Suite of tools connecting AI to the web with query language and Playwright integrations. See the comparison table for live GitHub stats and shared categories. ### When should I choose agentic-rag-for-dummies over agentql? Choose agentic-rag-for-dummies over agentql when agentic-rag-for-dummies is primarily Jupyter Notebook; agentql is Python; Tags unique to agentic-rag-for-dummies: agentic-ai, bm25, gradio, langchain; 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 agentql over agentic-rag-for-dummies? Choose agentql over agentic-rag-for-dummies when agentql is primarily Python; agentic-rag-for-dummies is Jupyter Notebook; Tags unique to agentql: aiagent, automation, javascript, playwright; When you need tools that integrate AI with extensive web scraping to automate browser interactions effectively. ### 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 agentql? Avoid if looking exclusively for solutions built around frameworks other than Playwright, as AgentQL is deeply integrated with it. Not suitable for users seeking simple web scraping functionalities without the sophistication of AI-driven querying or extensive browser automation capabilities. ### Is agentic-rag-for-dummies or agentql more popular on GitHub? agentic-rag-for-dummies has more GitHub stars (4,188 vs 1,463). Stars measure visibility, not whether either tool fits your constraints. ### Are agentic-rag-for-dummies and agentql open source? Yes - both are open-source projects on GitHub (agentic-rag-for-dummies: MIT, agentql: MIT). ### Where can I find alternatives to agentic-rag-for-dummies or agentql? GraphCanon lists graph-backed alternatives at [agentic-rag-for-dummies alternatives](/tools/giovannipasq-agentic-rag-for-dummies/alternatives) and [agentql alternatives](/tools/tinyfish-io-agentql/alternatives) ([agentic-rag-for-dummies markdown twin](/tools/giovannipasq-agentic-rag-for-dummies/alternatives.md), [agentql markdown twin](/tools/tinyfish-io-agentql/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/giovannipasq-agentic-rag-for-dummies-vs-tinyfish-io-agentql.md) 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 agentql? agentic-rag-for-dummies: Active. agentql: 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 agentql? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agentic-rag-for-dummies trust report](/tools/giovannipasq-agentic-rag-for-dummies/trust); [agentql trust report](/tools/tinyfish-io-agentql/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=giovannipasq-agentic-rag-for-dummies`](/api/graphcanon/graph?tool=giovannipasq-agentic-rag-for-dummies) - 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/_