rai-check-genai
Generative AI audit package for LLM, RAG, and agentic AI systems.
It includes:
- LLM safety, refusal, structured-output, latency, token-budget, and provider checks
- RAG faithfulness, citation, provenance, retrieval, tenant-isolation, stale-context, and poisoned-document checks
- Agent trace checks for tool allowlists, permissions, memory use, handoffs, untrusted content, and prompt injection
CLI
rai-check genai llm run \
--suite packages/rai-check-genai/examples/llm_audit_suite.yml \
--format html
rai-check genai agents run \
--trace packages/rai-check-genai/examples/customer_support_trace.json \
--allowed-tools lookup_order,refund_order \
--format html
Python API
from rai_audit.genai import LLMAudit, load_test_suite
suite = load_test_suite("packages/rai-check-genai/examples/llm_audit_suite.yml")
report = LLMAudit(suite, persist=False).run()
report.to_html("llm_audit_report.html")
from rai_audit.genai import AgentAudit, load_trace
trace = load_trace("packages/rai-check-genai/examples/customer_support_trace.json")
report = AgentAudit(trace, allowed_tools=["lookup_order"], persist=False).run()
report.to_html("agent_audit_report.html")
Framework adapters normalize traces from common agent runtimes:
from rai_audit.genai import (
adapt_autogen_messages,
adapt_langgraph_events,
adapt_openai_agents_trace,
adapt_otel_spans,
)
See also:
1 maintainer
Metadata
1 maintainer
Release files for rai-check-genai 0.0.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| rai_check_genai-0.0.2.tar.gz | 35.2 kB | With provenance | Details for rai_check_genai-0.0.2.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| rai_check_genai-0.0.2-py3-none-any.whl | Python 3 | none | any | Details for rai_check_genai-0.0.2-py3-none-any.whl |
Total release size: 72.0 kB
Release files / rai_check_genai-0.0.2.tar.gz
| Download URL | rai_check_genai-0.0.2.tar.gz |
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| Size | 35.2 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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| Size | 36.8 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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twine/7.0.0 CPython/3.13.14
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Transparency logSecurity for rai-check-genai 0.0.2
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Attestation for rai_check_genai-0.0.2.tar.gz
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Signed by GitHub Actions, verified by PyPI on Oct 11, 2026.
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