GraphCanon updated 3w · GitHub synced 3w
Decision brief
QWED-verification employs math and formal methods like Z3, SMT, SymPy to verify AI outputs, creating an auditable trust boundary specifically for agentic AI.
Good fit when
- When deterministic verification is needed for ai output accuracy
- For enterprise setups requiring strict security and auditability of AI systems
Avoid when
- If looking to generate content rather than verify outputs
- In scenarios where flexible, non-mathematical verification methods suffice
Observed Jul 17, 2026 · Source: enrich:decision_facts
Verify the decision
Maintenance and security
Full trust report- Maintenance
- Very active (0d since push)
- As of 3w
- Provenance
- Not a fork · Organization account
- As of 3w
- Security (OSV)
- No lockfile
- As of 1mo
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
pip install qwed-verificationSimilar tools
Same-category neighbours. No typed graph edges are catalogued for this tool yet.
Evidence and technical details
Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.
Overview
QWED verifies AI outputs by employing mathematics and formal methods such as Z3, SMT, SymPy to create an auditable trust boundary specifically designed for agentic AI.
Capability facts
- Deploy
- Self-host
Source: dockerfile:Dockerfile · Aug 2, 2026
- Docker
- Dockerfile present
Source: dockerfile:Dockerfile · Aug 2, 2026
- CLI
- CLI entrypoint
Source: pyproject.toml:[project.scripts] · Aug 2, 2026
- Languages
- python
Source: github.language+pyproject.toml · Aug 2, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Aug 2, 2026)
pip install -e ".[dev]"Source link
Tags
README
🔐 Ecosystem Trust & Infrastructure
QWED is supported by leading open-source infrastructure and security ecosystems, ensuring production-grade reliability for AI verification workloads.
Docker
docker pull qwedai/qwed-verification
Clone and install in development mode
git clone https://github.com/QWED-AI/qwed-verification.git cd qwed-verification pip install -e ".[dev]"
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## 📄 License
Apache 2.0 - See [LICENSE](LICENSE)
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For agents
This page has a .md twin and JSON over the API.