--- title: "page-agent vs agentic-rag-for-dummies" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/alibaba-page-agent-vs-giovannipasq-agentic-rag-for-dummies" tools: ["alibaba-page-agent", "giovannipasq-agentic-rag-for-dummies"] --- # page-agent vs agentic-rag-for-dummies *GraphCanon updated Sep 20, 2026* ## Verdict Pick page-agent if considers when to use and not to use PageAgent based on specific extracted facts; pick agentic-rag-for-dummies if agentic RAG for Dummies simplifies the setup of retrieval-augmented generation agents using LangGraph and Ollama models. [page-agent](https://alibaba.github.io/page-agent/) reports 29k GitHub stars, 2.6k forks, and 76 open issues, last pushed Aug 17, 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 [page-agent's repository](https://github.com/alibaba/page-agent) and [agentic-rag-for-dummies's repository](https://github.com/GiovanniPasq/agentic-rag-for-dummies). | | [page-agent](/tools/alibaba-page-agent.md) | [agentic-rag-for-dummies](/tools/giovannipasq-agentic-rag-for-dummies.md) | | --- | --- | --- | | Tagline | JavaScript in-page GUI agent. Control web interfaces with natural language. | A modular Agentic RAG built with LangGraph for learning Retrieval-Augmented Generation Agents | | Stars | 28,738 | 4,188 | | Forks | 2,562 | 552 | | Open issues | 76 | 0 | | Language | TypeScript | Jupyter Notebook | | Adopt for | Considers when to use and not to use PageAgent based on specific extracted facts. | Agentic RAG for Dummies simplifies the setup of retrieval-augmented generation agents using LangGraph and Ollama models. | | Persona | - | - | | Runtime | - | - | | License | MIT License provides flexibility for both open-source and commercial projects. | MIT | | Categories | AI Agents | AI Agents, Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [page-agent](/tools/alibaba-page-agent.md) | [agentic-rag-for-dummies](/tools/giovannipasq-agentic-rag-for-dummies.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Active (82%) | | Days since push | 1d | 20d | | Open issues (now) | 76 | 0 | | Stars delta | +1.6k (30d) | +295 (30d) | | Open issues delta | +28 (30d) | 0 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/alibaba-page-agent/trust.md) | [trust report](/tools/giovannipasq-agentic-rag-for-dummies/trust.md) | ## Decision facts: page-agent - **Pricing:** freemium - The tool is available under the MIT license which allows free use but may not cover backend API access costs. - **Requirements:** Min 1 GB RAM; Requires installation via npm (Node Package Manager), compatibility with Node.js environments.; Depends on external APIs for natural language processing. - **Adopt for:** Considers when to use and not to use PageAgent based on specific extracted facts. - **License detail:** MIT License provides flexibility for both open-source and commercial projects. ## 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 page-agent if… - page-agent is primarily TypeScript; agentic-rag-for-dummies is Jupyter Notebook. - Pricing: The tool is available under the MIT license which allows free use but may not cover backend API access costs.. - Requirements: Min 1 GB RAM; Requires installation via npm (Node Package Manager), compatibility with Node.js environments.; Depends on external APIs for natural language processing.. - Tags unique to page-agent: ai-agents, browser-automation, javascript, typescript. - You should consider using PageAgent if your project requires controlling web interfaces with natural language commands, particularly in a TypeScript environment, because it offers an intuitive way to淙 ### Choose agentic-rag-for-dummies if… - agentic-rag-for-dummies is primarily Jupyter Notebook; page-agent is TypeScript. - 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 NOT to use page-agent - Avoid using PageAgent if the tasks require fine-grained automation that is not covered by its basic command set or if you need a solution that integrates with languages other than JavaScript and Types - If your project requires deep web page manipulation beyond simple commands like clicking buttons, such as complex data entry scenarios or sophisticated user interaction sequences, PageAgent might be ## 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 page-agent and agentic-rag-for-dummies? page-agent: JavaScript in-page GUI agent. Control web interfaces with natural language.. 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 page-agent over agentic-rag-for-dummies? Choose page-agent over agentic-rag-for-dummies when page-agent is primarily TypeScript; agentic-rag-for-dummies is Jupyter Notebook; Pricing: The tool is available under the MIT license which allows free use but may not cover backend API access costs.; Requirements: Min 1 GB RAM; Requires installation via npm (Node Package Manager), compatibility with Node.js environments.; Depends on external APIs for natural language processing.; Tags unique to page-agent: ai-agents, browser-automation, javascript, typescript; You should consider using PageAgent if your project requires controlling web interfaces with natural language commands, particularly in a TypeScript environment, because it offers an intuitive way to淙. ### When should I choose agentic-rag-for-dummies over page-agent? Choose agentic-rag-for-dummies over page-agent when agentic-rag-for-dummies is primarily Jupyter Notebook; page-agent is TypeScript; 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 avoid page-agent? Avoid using PageAgent if the tasks require fine-grained automation that is not covered by its basic command set or if you need a solution that integrates with languages other than JavaScript and Types If your project requires deep web page manipulation beyond simple commands like clicking buttons, such as complex data entry scenarios or sophisticated user interaction sequences, PageAgent might be ### 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 page-agent or agentic-rag-for-dummies more popular on GitHub? page-agent has more GitHub stars (28,738 vs 4,188). Stars measure visibility, not whether either tool fits your constraints. ### Are page-agent and agentic-rag-for-dummies open source? Yes - both are open-source projects on GitHub (page-agent: MIT, agentic-rag-for-dummies: MIT). ### Where can I find alternatives to page-agent or agentic-rag-for-dummies? GraphCanon lists graph-backed alternatives at [page-agent alternatives](/tools/alibaba-page-agent/alternatives) and [agentic-rag-for-dummies alternatives](/tools/giovannipasq-agentic-rag-for-dummies/alternatives) ([page-agent markdown twin](/tools/alibaba-page-agent/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/alibaba-page-agent-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, page-agent or agentic-rag-for-dummies? page-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 page-agent and agentic-rag-for-dummies? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [page-agent trust report](/tools/alibaba-page-agent/trust); [agentic-rag-for-dummies trust report](/tools/giovannipasq-agentic-rag-for-dummies/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=alibaba-page-agent`](/api/graphcanon/graph?tool=alibaba-page-agent) - 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/_