Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (11.0%) to scientific vocabulary
Repository
Basic Info
- Host: GitHub
- Owner: Wimmics
- License: agpl-3.0
- Language: TypeScript
- Default Branch: master
- Size: 2.3 MB
Statistics
- Stars: 0
- Watchers: 4
- Forks: 0
- Open Issues: 1
- Releases: 1
Metadata Files
README.md
Q²Forge
This project provides an end-to-end pipeline to generate a dataset of (question, SPARQL query) pairs for a given Knowledge Graph (KG). The backend (Gen²KGBot) can be found at this repo.
Features
It provides the following feature: - KG Configuration and Pre-processing (read more). - Competency question generator (read more). - SPARQL query generator (read more). - SPARQL query refinement (read more).
The following diagram shows the pipeline and how Q²Forge integrates with other systems
Demo video ⏯️
Teaser
Full tutorial
Run locally
To run locally you need to:
1) Install the dependencies: run the command:
bash
npm run i
2) Start a local development server: run the command:
bash
ng serve
3) Visualise the result: once the server is running, open your browser and navigate to http://localhost:4200/.
Build & Deploy
To build the project run the command:
bash
npm run dc
This will run the following command:
bash
ng build --base-href=/q2forge/ --deploy-url=/q2forge/ --configuration=production
which will compile the project and store the build artifacts in the dist/q2forge directory.
License
See the LICENSE file.
Cite this work
Yousouf TAGHZOUTI, Franck MICHEL, Tao JIANG, Louis-Félix NOTHIAS, Fabien GANDON (2025). Q²Forge. https://github.com/Wimmics/q2forge
See BibTex
@software{taghzouti_q2forge:2025, author = {TAGHZOUTI, Yousouf and MICHEL, Franck and JIANG, Tao and NOTHIAS, Louis-Félix , and GANDON Fabien}, title = {{Q²Forge}}, url = {https://github.com/Wimmics/q2forge}, version = {1.0}, year = {2025} }Owner
- Name: Wimmics
- Login: Wimmics
- Kind: organization
- Repositories: 39
- Profile: https://github.com/Wimmics
Citation (CITATION.cff)
# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!
cff-version: 1.2.0
title: 'Q²Forge'
message: >-
If you use this software, please cite it using the
metadata from this file.
type: software
authors:
- given-names: Yousouf
family-names: Taghzouti
email: yousouf.taghzouti@univ-cotedazur.fr
affiliation: 'Univ. Côte d''Azur, Inria, ICN, I3S, France'
orcid: 'https://orcid.org/0000-0003-4509-9537'
- given-names: Franck
family-names: Michel
email: franck.michel@inria.fr
affiliation: 'Univ. Côte d''Azur, CNRS, Inria'
orcid: 'https://orcid.org/0000-0001-9064-0463'
- given-names: Tao
family-names: Jiang
email: tao.jiang@cnrs.fr
affiliation: 'Univ. Côte d''Azur, CNRS, ICN, France'
orcid: 'https://orcid.org/0000-0002-5293-3916'
- given-names: Louis-Felix
family-names: Nothias
email: louis-felix.nothias@cnrs.fr
affiliation: 'Univ. Côte d''Azur, CNRS, ICN, France'
orcid: 'https://orcid.org/0000-0001-6711-6719'
- given-names: Fabien
family-names: Gandon
email: fabien.gandon@inria.fr
affiliation: 'Inria, Univ. Côte d''Azur, CNRS, I3S, France'
orcid: 'https://orcid.org/0000-0003-0543-1232'
repository-code: 'https://github.com/Wimmics/q2forge'
license: AGPL-3.0-or-later
version: 1.0
date-released: '2025-05-12'
CodeMeta (codemeta.json)
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"description": "QForge addresses the challenge of generating new competency questions for a KG and corresponding SPARQL queries that reflect those questions. It iteratively validates those queries with human feedback and LLM as a judge.",
"identifier": "q2forge",
"keywords": [
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}GitHub Events
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Last Year
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