NVIDIA/auto-ontology
Auto Ontology is a Python framework for building semantic, graph-based reasoning layers over data. It enables deterministic query generation, better context retrieval, and more explainable AI for LLM and agent workflows.
Is NVIDIA/auto-ontology beginner-friendly?
In the last 30 days, NVIDIA/auto-ontology merged 1 of 31 pull requests from outside contributors, and its maintainers usually reply within 1 day. 1 beginner-friendly issue is open now.
- Stars
- 6.1k
- Forks
- 484
- Open beginner issues
- 1
- Indexed issues
- 45
- Avg merge
- 13h 43m
- Merged PRs (30d)
- 38
- Dominant language
- Python
- License
- Apache-2.0
- Last GitHub push
- Nov 4, 2026
- Latest indexed
- Oct 8, 2026
- Contributing guide
- Contributing guide
- Code of conduct
- No code of conduct
- Beginner labels
- No beginner labels indexed
How to contribute to NVIDIA/auto-ontology
- Read the contributing guide first: it says how the maintainers want changes proposed, tested and reviewed.
- It ships a Dockerfile or Docker Compose file, so you can run it without installing its whole toolchain.
- Your contributions will be published under the project's Apache-2.0 license.
- Pick the open beginner-friendly issue below and comment that you want to work on it before you start.
Issues somebody may already be working on are listed last. List everything by date
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[Integration]:Openintegration
Difficulty 5/5 Over a week Newbie friendliness 15/100
NVIDIA/auto-ontology#434 ·
Maintainers usually reply within 1 day
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Difficulty 3/5 1-2 days Newbie friendliness 68/100
NVIDIA/auto-ontology#432 ·
Maintainers usually reply within 1 day
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integration
Difficulty 4/5 3-5 days Newbie friendliness 35/100
NVIDIA/auto-ontology#431 ·
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 25/100
NVIDIA/auto-ontology#427 ·
Maintainers usually reply within 1 day
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integration
Difficulty 5/5 Over a week Newbie friendliness 20/100
NVIDIA/auto-ontology#407 ·
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 35/100
NVIDIA/auto-ontology#406 · 1 comment ·
Maintainers usually reply within 1 day
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docs/mcp.md still says the repo is NVIDIA-internal and needs GitHub credentials, but it is publicOpen
Difficulty 1/5 Under an hour Newbie friendliness 35/100
NVIDIA/auto-ontology#403 · 1 comment · 1 reaction ·
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 8/100
NVIDIA/auto-ontology#361 ·
Maintainers usually reply within 1 day
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Difficulty 4/5 3-5 days Newbie friendliness 45/100
NVIDIA/auto-ontology#335 ·
Maintainers usually reply within 1 day
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Difficulty 4/5 3-5 days Newbie friendliness 35/100
NVIDIA/auto-ontology#334 ·
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 25/100
NVIDIA/auto-ontology#269 ·
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 35/100
NVIDIA/auto-ontology#268 ·
Maintainers usually reply within 1 day
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Difficulty 4/5 3-5 days Newbie friendliness 42/100
NVIDIA/auto-ontology#267 · 1 comment ·
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 35/100
NVIDIA/auto-ontology#263 ·
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 35/100
NVIDIA/auto-ontology#261 ·
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 35/100
NVIDIA/auto-ontology#260 ·
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 35/100
NVIDIA/auto-ontology#259 ·
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 30/100
NVIDIA/auto-ontology#258 ·
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 25/100
NVIDIA/auto-ontology#257 ·
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 35/100
NVIDIA/auto-ontology#256 ·
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 35/100
NVIDIA/auto-ontology#254 ·
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 35/100
NVIDIA/auto-ontology#253 ·
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 35/100
NVIDIA/auto-ontology#252 ·
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 35/100
NVIDIA/auto-ontology#251 ·
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 25/100
NVIDIA/auto-ontology#250 ·
Maintainers usually reply within 1 day
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Docs: `SQLDatabase` documents a `dialect` constructor argument that does not existPossibly taken @aadilkhan085529 claimed this 1 day ago. Open
Difficulty 2/5 1-3 hours Newbie friendliness 76/100
NVIDIA/auto-ontology#428 · 1 comment ·
Maintainers usually reply within 1 day
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[Integration]: Add BigQuery ConnectorPossibly taken @Aswinesag claimed this 3 days ago. Openintegration
Difficulty 5/5 Over a week Newbie friendliness 35/100
NVIDIA/auto-ontology#410 · 2 reactions ·
Maintainers usually reply within 1 day
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Postgres, MySQL and SQLite connectors return wrong data when result columns share a namePossibly taken @Husseinadq claimed this 3 days ago. Open
Difficulty 3/5 1-2 days Newbie friendliness 85/100
NVIDIA/auto-ontology#408 ·
Maintainers usually reply within 1 day
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Preserve scoped DuckDB object and declared key metadataPossibly taken A pull request linked to this issue is open or already merged. Open
Difficulty 4/5 3-5 days Newbie friendliness 48/100
NVIDIA/auto-ontology#333 ·
Maintainers usually reply within 1 day
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Single-column primary keys are not reflected in column uniquenessPossibly taken @Lumea-art claimed this 1 day ago. Open
Difficulty 5/5 Over a week Newbie friendliness 35/100
NVIDIA/auto-ontology#272 · 1 comment ·
Maintainers usually reply within 1 day
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Databricks optimized extraction loses nullabilityPossibly taken @HoneyTyagii claimed this 2 days ago. Open
Difficulty 4/5 3-5 days Newbie friendliness 50/100
NVIDIA/auto-ontology#271 ·
Maintainers usually reply within 1 day
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Govern source reads, sampling, and prediction data movementPossibly taken A pull request linked to this issue is open or already merged. Open
Difficulty 5/5 Over a week Newbie friendliness 35/100
NVIDIA/auto-ontology#264 ·
Maintainers usually reply within 1 day