Holistic AI

The Holistic AI SDK is a library that provides integration with the HAI Platform

Holistic Ai website: https://holisticai.com

Installation

Install the library with:

    pip install haisdk

How to use the haisdk for Quantitative Assessment

Create a config

    from haisdk.config import Config
    config = {
        'tenant_id': '',
        'api_key': '',
        'project_id': '',
        'solution_id': '',
        'instance_id': ''
    }
    session = Config(config=config)

Create an assessment

    from haisdk.assessment import Assess
    settings = {
        'task': '',
        'tbd': 'tbd'
    }
    assess = Assess(session=session, settings=settings)
    assess.run(input=...,output=...,pred=...,model=...)

How to use the haisdk for Safeguard Monitoring

Create a config

    from haisdk.safeguard.safeguard_processor import SafeguardProcessor

    config = {
        "tenant_id": "",
        "apikey": "",
        "api_name": "",
        "provider_name: ""
    }
    safeguard = SafeguardProcessor(config)

Prepare your data

data = {
    "sender_id": "",
    "data": {
        "message_groups": [
            {
                "prompt": {
                    "message": "",
                    "sender_type": "human",
                },
                "response": {
                    "message": "",
                    "sender_type": "provider",
                },
            },
        ]
    }
}

Analyse your data (either sync or async)

# sync operation
results = safeguard.analyse(test_data)
print(results)

# async operation
safeguard.analyse_async(test_data)

Metadata

Release files for haisdk 0.0.18

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for haisdk 0.0.18
File	Size	Uploaded
haisdk-0.0.18.tar.gz	5.6 kB	Nov 12, 2024	Details

Built distribution (wheel)

Table of built distributions (wheels) for haisdk 0.0.18
File	Interpreter	ABI	Platform	Reset
haisdk-0.0.18-py3-none-any.whl 7.8 kB Nov 12, 2024	Python 3	none	any	Details

Total release size: 13.4 kB

Release files / haisdk-0.0.18.tar.gz

Download URL	haisdk-0.0.18.tar.gz
Size	5.6 kB
Tags	Source
SHA-256 checksum How to use checksums	`a62374c949641fcd1212886a549dc9193f9284c69867dc10228609d49f8f6961`
BLAKE2b-256 checksum How to use checksums	`2168c7be74d3e0803d8803e77ace120a7000df4b84607d36a8309d242217901c`
Upload date	Nov 12, 2024
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`poetry/1.8.4 CPython/3.9.20 Linux/6.5.0-1025-azure`

Release files / haisdk-0.0.18-py3-none-any.whl

Download URL	haisdk-0.0.18-py3-none-any.whl
Size	7.8 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`0cecc01634e2448a7855a33bbf15afd3793f1f05d7ab2d8ce47c624d55342aef`
BLAKE2b-256 checksum How to use checksums	`e4b60c655ca664a4a08e717420b48062317d064aac6d5fa1e6010ce61b50e081`
Upload date	Nov 12, 2024
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`poetry/1.8.4 CPython/3.9.20 Linux/6.5.0-1025-azure`