--- title: "graphrag vs rag-web-ui" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/microsoft-graphrag-vs-rag-web-ui-rag-web-ui" tools: ["microsoft-graphrag", "rag-web-ui-rag-web-ui"] --- # graphrag vs rag-web-ui *GraphCanon updated Sep 20, 2026* ## Verdict Pick graphrag if graphRAG is a research-oriented modular graph-based Retrieval-Augmented Generation system designed to enhance LLM outputs with structured data extracted from unstructured text; pick rag-web-ui if rAG Web UI is an open-source dialogue system grounded in RAG technology, built with TypeScript under Apache-2.0 license, focusing on data retrieval and evaluation. [graphrag](https://microsoft.github.io/graphrag/) reports 36k GitHub stars, 3.8k forks, and 38 open issues, last pushed Sep 16, 2026. [rag-web-ui](https://github.com/rag-web-ui/rag-web-ui) has 3.3k stars, 369 forks, and 21 open issues, last pushed Apr 6, 2026. Figures are from public GitHub metadata via [graphrag's repository](https://github.com/microsoft/graphrag) and [rag-web-ui's repository](https://github.com/rag-web-ui/rag-web-ui). | | [graphrag](/tools/microsoft-graphrag.md) | [rag-web-ui](/tools/rag-web-ui-rag-web-ui.md) | | --- | --- | --- | | Tagline | A modular graph-based Retrieval-Augmented Generation (RAG) system | An intelligent dialogue system based on RAG technology | | Stars | 36,025 | 3,292 | | Forks | 3,796 | 369 | | Open issues | 38 | 21 | | Language | Python | TypeScript | | Adopt for | GraphRAG is a research-oriented modular graph-based Retrieval-Augmented Generation system designed to enhance LLM outputs with structured data extracted from unstructured text. | RAG Web UI is an open-source dialogue system grounded in RAG technology, built with TypeScript under Apache-2.0 license, focusing on data retrieval and evaluation. | | Persona | - | - | | Runtime | - | - | | License | MIT License | Apache-2.0 | | Categories | Data & Retrieval, LLM Frameworks | Data & Retrieval, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [graphrag](/tools/microsoft-graphrag.md) | [rag-web-ui](/tools/rag-web-ui-rag-web-ui.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 1d | 166d | | Open issues (now) | 38 | 21 | | Stars delta | +506 (30d) | +32 (30d) | | Open issues delta | -8 (30d) | +2 (30d) | | Full report | [trust report](/tools/microsoft-graphrag/trust.md) | [trust report](/tools/rag-web-ui-rag-web-ui/trust.md) | ## Decision facts: graphrag - **Pricing:** freemium - Free to use under the MIT License, but users should be aware of potential costs associated with indexing operations. - **Requirements:** Min 8 GB RAM; GraphRAG is a Python-based system and requires a Python environment.; Users should fine-tune their prompts for the best results. - **Adopt for:** GraphRAG is a research-oriented modular graph-based Retrieval-Augmented Generation system designed to enhance LLM outputs with structured data extracted from unstructured text. - **License detail:** MIT License ## Decision facts: rag-web-ui - **Adopt for:** RAG Web UI is an open-source dialogue system grounded in RAG technology, built with TypeScript under Apache-2.0 license, focusing on data retrieval and evaluation. ## Choose when ### Choose graphrag if… - graphrag is primarily Python; rag-web-ui is TypeScript. - License: graphrag is MIT, rag-web-ui is Apache-2.0. - Pricing: Free to use under the MIT License, but users should be aware of potential costs associated with indexing operations.. - Requirements: Min 8 GB RAM; GraphRAG is a Python-based system and requires a Python environment.; Users should fine-tune their prompts for the best results.. - Tags unique to graphrag: gpt, gpt-4, gpt4, graphrag. - Also covers LLM Frameworks. - When you need to extract meaningful, structured data from unstructured text using the power of LLMs. ### Choose rag-web-ui if… - rag-web-ui is primarily TypeScript; graphrag is Python. - License: rag-web-ui is Apache-2.0, graphrag is MIT. - Tags unique to rag-web-ui: ai, deepseek, langchain, ollama. - Also covers Evaluation & Observability. - rag-web-ui ships Docker support for self-hosted deployment. - For projects needing real-time interactive AI capabilities backed by a strong emphasis on data retrieval accuracy. ## When NOT to use graphrag - If you require a tool that is actively developed and accepts new features or contributions, as GraphRAG is largely in maintenance mode. - When cost is a significant concern, as GraphRAG indexing can be an expensive operation. - If you need a production-ready, officially supported solution, as GraphRAG is a research project and not an officially supported Microsoft offering. ## When NOT to use rag-web-ui - Avoid if your project mandates minimal configuration steps, as it involves setting up environment variables and running Docker services. - Not suitable for teams strictly preferring languages other than TypeScript for their development flow. ## Common questions ### What is the difference between graphrag and rag-web-ui? graphrag: A modular graph-based Retrieval-Augmented Generation (RAG) system. rag-web-ui: An intelligent dialogue system based on RAG technology. See the comparison table for live GitHub stats and shared categories. ### When should I choose graphrag over rag-web-ui? Choose graphrag over rag-web-ui when graphrag is primarily Python; rag-web-ui is TypeScript; License: graphrag is MIT, rag-web-ui is Apache-2.0; Pricing: Free to use under the MIT License, but users should be aware of potential costs associated with indexing operations.; Requirements: Min 8 GB RAM; GraphRAG is a Python-based system and requires a Python environment.; Users should fine-tune their prompts for the best results.; Tags unique to graphrag: gpt, gpt-4, gpt4, graphrag; Also covers LLM Frameworks; When you need to extract meaningful, structured data from unstructured text using the power of LLMs. ### When should I choose rag-web-ui over graphrag? Choose rag-web-ui over graphrag when rag-web-ui is primarily TypeScript; graphrag is Python; License: rag-web-ui is Apache-2.0, graphrag is MIT; Tags unique to rag-web-ui: ai, deepseek, langchain, ollama; Also covers Evaluation & Observability; rag-web-ui ships Docker support for self-hosted deployment; For projects needing real-time interactive AI capabilities backed by a strong emphasis on data retrieval accuracy. ### When should I avoid graphrag? If you require a tool that is actively developed and accepts new features or contributions, as GraphRAG is largely in maintenance mode. When cost is a significant concern, as GraphRAG indexing can be an expensive operation. If you need a production-ready, officially supported solution, as GraphRAG is a research project and not an officially supported Microsoft offering. ### When should I avoid rag-web-ui? Avoid if your project mandates minimal configuration steps, as it involves setting up environment variables and running Docker services. Not suitable for teams strictly preferring languages other than TypeScript for their development flow. ### Is graphrag or rag-web-ui more popular on GitHub? graphrag has more GitHub stars (36,025 vs 3,292). Stars measure visibility, not whether either tool fits your constraints. ### Are graphrag and rag-web-ui open source? Yes - both are open-source projects on GitHub (graphrag: MIT, rag-web-ui: Apache-2.0). ### Where can I find alternatives to graphrag or rag-web-ui? GraphCanon lists graph-backed alternatives at [graphrag alternatives](/tools/microsoft-graphrag/alternatives) and [rag-web-ui alternatives](/tools/rag-web-ui-rag-web-ui/alternatives) ([graphrag markdown twin](/tools/microsoft-graphrag/alternatives.md), [rag-web-ui markdown twin](/tools/rag-web-ui-rag-web-ui/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/microsoft-graphrag-vs-rag-web-ui-rag-web-ui.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, graphrag or rag-web-ui? graphrag: Very active. rag-web-ui: Slowing. 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 graphrag and rag-web-ui? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [graphrag trust report](/tools/microsoft-graphrag/trust); [rag-web-ui trust report](/tools/rag-web-ui-rag-web-ui/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=microsoft-graphrag`](/api/graphcanon/graph?tool=microsoft-graphrag) - 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/_