SurveyGraph
SurveyGraph is an open-source application that generates academic surveys using a Methods-Entity Knowledge Graph to organize papers and their relationships. It includes graph-aware retrieval, outline planning, evidence-gated writing, and evaluation tools.
What it does
Researchers can use it to generate and evaluate literature surveys from a topic or a collection of papers.
- Availability
- Public GitHub repository with installation and run instructions
- Pricing model
- Not established
- Deployment
- Installed and run locally; optional FastAPI frontend
- Privacy
- Not established
- Licence
- MIT
Capability
Modality
Access
Deployment
Pricing
Target user
Evidence
5 claims- SurveyGraph builds a Methods-Entity Knowledge Graph with method-level follow-on, competition, and shared-resource relations. [1]
**SurveyGraph** builds a **Methods-Entity Knowledge Graph (MEKG)** that records method-level *follow-on*, *competition* and *shared-resource* relations, and uses it as the backbone for core-paper discovery, graph-aware retrieval, hybrid outlining and evidence-gated, evolution-aware writing.
GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights. - The pipeline includes graph-aware retrieval, hybrid outline planning, evidence-gated writing, and evaluation. [1]
**SurveyGraph** builds a **Methods-Entity Knowledge Graph (MEKG)** that records method-level *follow-on*, *competition* and *shared-resource* relations, and uses it as the backbone for core-paper discovery, graph-aware retrieval, hybrid outlining and evidence-gated, evolution-aware writing.
GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights. - The repository provides installation instructions and a command-line quick start. [1]
- An optional FastAPI frontend is available and requires a MySQL-compatible database. [1]
- The repository identifies the project license as MIT. [1]
Sources
1
1
GitHub new repositoriesOwner-controlled
https://github.com/MUSE-AI-Lab/SurveyGraph
Retrieved 2026-10-31 00:47 UTC
Verified
Versions
1| Version | Effective | Change | Changed fields | State |
|---|---|---|---|---|
| 1 | 2026-10-31 00:48 UTC | publication | None | Current |
Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.
