ai-evidence (Python)

Python implementation of the AI Evidence Manifest — a static /ai.json file that links the claims a site makes to the first-party evidence supporting them.

pip install ai-evidence

ai-evidence init https://example.com   # write ai-evidence.config.json
ai-evidence generate                   # read the site, write ai.json
ai-evidence check ai.json --update     # re-verify, record freshness
ai-evidence repair ai.json             # relocate quotes that have drifted

As a library:

from ai_evidence import validate_manifest, parse_manifest

manifest, size = parse_manifest(open("ai.json").read())
result = validate_manifest(manifest, offline=False)

print(result["valid"], result["stats"])

Parity with the JavaScript implementation

Both implementations load the same shared/patterns.json and validate against the same JSON Schema, and a conformance corpus checks that they produce identical output for identical input. Where the two regex engines differ — the spelling of Unicode character classes — the shared file uses placeholders that each language substitutes.

Licence

The tooling is Elastic License 2.0; the specification and schema are Apache-2.0. See NOTICE in the repository root.