agent-vertical

agent-vertical

Domain-specific agent templates for common enterprise use cases

Part of the AumOS open-source agent infrastructure portfolio.

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Features

• DomainTemplate dataclass bundles a system prompt, permitted tools, ordered safety rules, evaluation criteria, and a RiskTier classification into a single reusable unit registered in a TemplateRegistry
• Four domain template libraries — healthcare, finance, legal, and education — each with multiple named templates (e.g., clinical_documentation, lending_recommendation, contract_review)
• Three-level RiskTier hierarchy (INFORMATIONAL, ADVISORY, DECISION_SUPPORT) governs how strictly templates are evaluated and what certifications must pass before deployment
• CertificationEvaluator runs domain-specific requirements (accuracy thresholds, citation requirements, disclaimer presence, scope constraints) and produces a structured certification report
• GroundingValidator checks agent responses for source citations, tracks claims back to knowledge-base entries, and flags unsupported assertions
• Domain compliance checker maps responses against domain-specific regulatory rules (e.g., HIPAA for healthcare, FCA rules for finance) and flags potential violations
• Benchmark runner executes domain scenario suites against a template-configured agent and scores results against the template's declared evaluation criteria

Quick Start

Install from PyPI:

pip install agent-vertical

Verify the installation:

agent-vertical version

Basic usage:

import agent_vertical

# See examples/01_quickstart.py for a working example

Documentation

• Architecture
• Contributing
• Changelog
• Examples

Enterprise Upgrade

For production deployments requiring SLA-backed support and advanced integrations, contact the maintainers or see the commercial extensions documentation.

Contributing

Contributions are welcome. Please read CONTRIBUTING.md before opening a pull request.

License

Apache 2.0 — see LICENSE for full terms.

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Part of AumOS — open-source agent infrastructure.