autonomize-core 0.1.13

Autonomize Core contains the unified authentication source to access platform.

Autonomize Core

Overview

Autonomize Core houses the core functionality about authentication of our in-house platform.

Features

• Authentication: The SDK allows you to authenticate tokens for Modelhub.
• High scalability: Built to handle large-scale data retrieval and generation, enabling robust, production-ready applications.

Installation

1. Create a virtual environment, we recommend Miniconda for environment management:

   conda create -n autocore python=3.12
   conda activate autocore
   

2. Install the package:

   pip install autonomize-core
   

To install with optional dependencies like Qdrant, Huggingface, OpenAI, Modelhub, etc., refer to the Installation Guide.

Usage

Sync Usage

import os
from autonomize.core.credential import ModelhubCredential

cred = ModelhubCredential(
    modelhub_url=MODELHUB_URI,
    client_id=MODELHUB_AUTH_CLIENT_ID,
    client_secret=MODELHUB_AUTH_CLIENT_SECRET,
)

token = cred.get_token()

Async Usage

Simply use sync methods with a prefix and use await for each call. Example: cred.get_token() becomes await cred.aget_token() and everything else remains the same.

import os
from autonomize.core.credential import ModelhubCredential

cred = ModelhubCredential(
    modelhub_url=MODELHUB_URI,
    client_id=MODELHUB_AUTH_CLIENT_ID,
    client_secret=MODELHUB_AUTH_CLIENT_SECRET,
)

token = await cred.aget_token()

API Key Authentication

For direct API key authentication without OAuth flow:

from autonomize.core.credential import ModelhubCredential

# Using API key directly
cred = ModelhubCredential(
    api_key="your-api-key-here"
)

token = cred.get_token()  # Returns API key directly

Permanent Token Authentication

For permanent tokens that don't need expiration validation:

from autonomize.core.credential import ModelhubCredential

# Using permanent token (no OAuth credentials needed)
cred = ModelhubCredential(
    token="your-permanent-token-here"
)

token = cred.get_token()  # Returns token directly without validation

New preferred environment variables:

MODELHUB_URI=https://your-modelhub.com
MODELHUB_AUTH_CLIENT_ID=your_client_id
MODELHUB_AUTH_CLIENT_SECRET=your_secret
MODELHUB_API_KEY=your_api_key
GENESIS_CLIENT_ID=your_genesis_client
GENESIS_COPILOT_ID=your_copilot

Old environment variables (still work for backward compatibility):

MODELHUB_BASE_URL=https://your-modelhub.com
MODELHUB_CLIENT_ID=your_client_id
MODELHUB_CLIENT_SECRET=your_secret
CLIENT_ID=your_client
COPILOT_ID=your_copilot

Contribution

To contribute in our Autonomize Core SDK, please refer to our Contribution Guidelines.

License

Copyright (C) Autonomize AI - All Rights Reserved

The contents of this repository cannot be copied and/or distributed without the explicit permission from Autonomize.ai