genstack 0.2.0

Universal AI SDK from Genstack

Genstack Python SDK

A robust Python SDK for seamless integration with the Genstack AI platform. This SDK enables developers to interact with Genstack's AI generation APIs, providing a simple and efficient interface for sending requests and handling responses.

Features

• Easy API Integration: Quickly connect to Genstack's AI services with minimal setup.
• Async and Sync Support: Internally uses async HTTP calls, exposed via a synchronous interface for convenience.
• Customizable: Configure API keys and endpoints as needed.
• Error Handling: Graceful error management for HTTP and runtime issues.

Installation

Install via pip (recommended):

pip install genstack

Or clone this repository and install dependencies:

git clone <repo-url>
cd Python-SDK
pip install -r requirements.txt

Usage

Basic Example

from genstack import Genstack

client = Genstack(api_key="gen-<your-api-key>")

response = client.generate(
    input="Generate a short poem about the sea.",
    track="default-track",  # Required
    model="gpt-4-1-nano-oai"  # Optional, defaults to 'auto'
)

if "output" in response:
    print(response["output"][0]["output"]["text"])
else:
    print("Error:", response.get("error", "Unknown error"))

Initialization

• api_key (str): Your Genstack API key (must start with gen-).
• base_url (str, optional): Override the default API endpoint (default: http://localhost:8000).

Generate Method

generate(input, model="auto", track=None)

• input (str or dict): The prompt or payload to send. If a string, it is wrapped as { "input": <input> }.
• model (str, optional): Model identifier (default: auto).
• track (str, required): Track identifier for the request.

Returns: dict — The API response as a dictionary.

Error Handling

• Raises ValueError if the API key is invalid or track is missing.
• Raises TypeError if input is not a string or dictionary.
• Returns error details in the response dictionary for HTTP or runtime errors.

Testing

Tests are provided using pytest:

pytest tests/

• test_generate_with_invalid_type: Ensures type validation for the generate method.
• call_test.py: Example/test for real API calls (requires valid API key in environment).

Dependencies

• httpx: For async HTTP requests.
• pytest: For testing.

Project Structure

Python-SDK/
  genstack/
    __init__.py
    genstack.py
  tests/
    test_generate.py
    call_test.py
    x_test.py
  pyproject.toml
  requirements.txt
  README.md

License

MIT License. See LICENSE for details.

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For more information, visit the Genstack documentation or contact the maintainer at [e-mail].