Skip to main content

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

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-0.11.0.tar.gz (26.0 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-0.11.0-py3-none-any.whl (32.5 kB view details)

Uploaded Python 3

File details

Details for the file evidentia_ai-0.11.0.tar.gz.

File metadata

  • Download URL: evidentia_ai-0.11.0.tar.gz
  • Upload date:
  • Size: 26.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for evidentia_ai-0.11.0.tar.gz
Algorithm Hash digest
SHA256 83bb69b212446bf90641482c9c31b7920fca2c92617bf33f76427857b3a15f42
MD5 4e5417a411a080a7e618b86ed8d299db
BLAKE2b-256 cdb70cd92d8cd539b36700e9ccbd7eb52a1d9fa4a421858e5fa569a14ee01218

See more details on using hashes here.

Provenance

The following attestation bundles were made for evidentia_ai-0.11.0.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-0.11.0-py3-none-any.whl.

File metadata

  • Download URL: evidentia_ai-0.11.0-py3-none-any.whl
  • Upload date:
  • Size: 32.5 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-0.11.0-py3-none-any.whl
Algorithm Hash digest
SHA256 90e049e56f85a9e764599ada273a01881b6fe4ed5e21dd2e8fd94eca437c8f44
MD5 0deabf6e07c536b378aa4feae62bea1b
BLAKE2b-256 bc016f3824e85f5b32ca32771bbea45add0c0b832f3ff90a699567b9b1fbc5bb

See more details on using hashes here.

Provenance

The following attestation bundles were made for evidentia_ai-0.11.0-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 Sentry Error logging StatusPage Status page