Skip to main content

LLM-powered risk statement generator and evidence validator for Evidentia

Project description

evidentia-ai

LLM-powered features for Evidentia: risk statement generation and (in Phase 3) evidence validation.

Uses LiteLLM for provider-agnostic LLM calls and Instructor for structured output extraction into Pydantic models.

Provides

  • Risk Statement Generator — Convert control gaps into NIST SP 800-30-compliant risk statements
  • Evidence Validator (Phase 3) — Assess evidence sufficiency using LLM analysis
  • LLM Client — Provider-agnostic wrapper around LiteLLM with retry, rate limiting, and structured output

Supported providers

Any provider supported by LiteLLM:

  • Anthropic Claude (default: claude-sonnet-4-6)
  • OpenAI GPT
  • Google Gemini
  • AWS Bedrock
  • Azure OpenAI
  • Local models via Ollama, vLLM, etc.

Install

pip install evidentia-ai

License: Apache 2.0

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

evidentia_ai-0.9.9.tar.gz (42.6 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

evidentia_ai-0.9.9-py3-none-any.whl (52.4 kB view details)

Uploaded Python 3

File details

Details for the file evidentia_ai-0.9.9.tar.gz.

File metadata

  • Download URL: evidentia_ai-0.9.9.tar.gz
  • Upload date:
  • Size: 42.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for evidentia_ai-0.9.9.tar.gz
Algorithm Hash digest
SHA256 b1cdb732d20f62809c597519d0d722bfcb89e3e230c1cc95e28d68da21b4b6cf
MD5 e159c0bc4ba8d8d7bcd03681c3971814
BLAKE2b-256 fe14c29e878125c7366a19885b7a3addab11221ee45adaf7d5b9e2fa90b2dd02

See more details on using hashes here.

Provenance

The following attestation bundles were made for evidentia_ai-0.9.9.tar.gz:

Publisher: release.yml on Polycentric-Labs/evidentia

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file evidentia_ai-0.9.9-py3-none-any.whl.

File metadata

  • Download URL: evidentia_ai-0.9.9-py3-none-any.whl
  • Upload date:
  • Size: 52.4 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for evidentia_ai-0.9.9-py3-none-any.whl
Algorithm Hash digest
SHA256 34796484f009649201fb3d481848a9a2bc5168e438102cad5602b2d9b605c80a
MD5 122327184d5ef5c8c52617ae036048f2
BLAKE2b-256 277cdc2d26c4fc00aa1bd393c66701d7c40957891b5c36554f6a0e4704911dde

See more details on using hashes here.

Provenance

The following attestation bundles were made for evidentia_ai-0.9.9-py3-none-any.whl:

Publisher: release.yml on Polycentric-Labs/evidentia

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page