Comparison
graphrag vs rag-web-ui
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.
Markdown twin · graphrag alternatives · rag-web-ui alternatives
GraphCanon updated Sep 20, 2026
vs
Trust & integrity
| Signal | graphrag | rag-web-ui |
|---|---|---|
| Maintenance | Very active (1d since push) As of Sep 18, 2026 · github_public_v1 | Slowing (166d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · 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
- graphrag
- A modular graph-based Retrieval-Augmented Generation (RAG) system
- rag-web-ui
- An intelligent dialogue system based on RAG technology
Stars
- graphrag
- 36k
- rag-web-ui
- 3.3k
Forks
- graphrag
- 3.8k
- rag-web-ui
- 369
Open issues
- graphrag
- 38
- rag-web-ui
- 21
Language
- graphrag
- Python
- rag-web-ui
- TypeScript
Adopt for
- graphrag
- 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
- 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
- graphrag
- -
- rag-web-ui
- -
Runtime
- graphrag
- -
- rag-web-ui
- -
License
- graphrag
- MIT License
- rag-web-ui
- Apache-2.0
Last pushed
- graphrag
- Sep 16, 2026
- rag-web-ui
- Apr 6, 2026
Categories
- graphrag
- Data & Retrieval, LLM Frameworks
- rag-web-ui
- Data & Retrieval, Evaluation & Observability
Trust and health
Maintenance
- graphrag
- Very active (96%)
- rag-web-ui
- Slowing (36%)
Days since push
- graphrag
- 1d
- rag-web-ui
- 166d
Open issues (now)
- graphrag
- 38
- rag-web-ui
- 21
Stars delta
- graphrag
- +506 (30d)
- rag-web-ui
- +32 (30d)
Open issues delta
- graphrag
- -8 (30d)
- rag-web-ui
- +2 (30d)
Full report
- graphrag
- Trust report
- rag-web-ui
- Trust report
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.
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.
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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (microsoft/graphrag) · observed Sep 20, 2026
- GitHub forks (microsoft/graphrag) · observed Sep 20, 2026
- Last push (microsoft/graphrag) · observed Sep 16, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (rag-web-ui/rag-web-ui) · observed Sep 20, 2026
- GitHub forks (rag-web-ui/rag-web-ui) · observed Sep 20, 2026
- Last push (rag-web-ui/rag-web-ui) · observed Apr 6, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: graphrag 36k · rag-web-ui 3.3k (synced Sep 20, 2026).
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 and rag-web-ui alternatives (graphrag markdown twin, rag-web-ui 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, 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; rag-web-ui trust report.