guardrails-ai-provenance-embeddings
Compares embeddings of generated and source texts to calculate provenance.
Installation
pip install guardrails-ai-provenance-embeddings
This validator ships local models. After installing, run the post-install step to download them:
python -m guardrails_ai.provenance_embeddings.post_install
Usage
from guardrails import Guard
from guardrails_ai.provenance_embeddings import ProvenanceEmbeddings
guard = Guard().use(ProvenanceEmbeddings)
License
MIT — © Guardrails AI.
Metadata
Release files for guardrails-ai-provenance-embeddings 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 | |
|---|---|---|---|---|
| guardrails_ai_provenance_embeddings-0.0.2.tar.gz | 7.6 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| guardrails_ai_provenance_embeddings-0.0.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 14.8 kB
Release files / guardrails_ai_provenance_embeddings-0.0.2.tar.gz
| Download URL | guardrails_ai_provenance_embeddings-0.0.2.tar.gz |
|---|---|
| Size | 7.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
7613959c3f9e5bf78ede8c248217549471d9ca2d6aa5b6cbe88cf2f9b0b072d6
|
|
BLAKE2b-256 checksum How to use checksums |
39c02f769df4394ff934cf6722af456c2504e0a7541c4a6e667e66dbe633c6b2
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.14.4
|
Release files / guardrails_ai_provenance_embeddings-0.0.2-py3-none-any.whl
| Download URL | guardrails_ai_provenance_embeddings-0.0.2-py3-none-any.whl |
|---|---|
| Size | 7.2 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
ade6e6df3c6c00ad5cb14911be02b44c6c877c9660d6ef81157f4228cb820141
|
|
BLAKE2b-256 checksum How to use checksums |
3d038b45d867e36c2839ff07ac0a502284436e90177c0f02f4e267cff03ab746
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.14.4
|
Security for guardrails-ai-provenance-embeddings 0.0.2
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
