get-systems 0.2.21

Get Systems Prefect Blocks - Enterprise LLM and HTTP operations

get_systems - Get Systems Prefect Blocks

Enterprise-grade Prefect blocks for LLM operations and HTTP requests.

Features

LLM Module (get_systems.llm)

• ✅ OpenAI & Azure OpenAI Support - Seamlessly switch between providers
• ✅ Environment Variables - Automatic fallback to env vars
• ✅ Retry Logic - Exponential backoff with jitter
• ✅ Caching - Optional in-memory response caching
• ✅ Safe Logging - No API key leaks
• ✅ Flexible Parameters - Pass any OpenAI API parameter via **kwarget_systems
• ✅ Function Calling - Full support for tools

HTTP Module (get_systems.http)

• ✅ Multiple Auth Types - None, Basic, Token, Bearer
• ✅ Async HTTP Client - Built on httpx
• ✅ Prefect Integration - First-class block support

Installation

Install Everything (Recommended)

pip install "get_systems[all]"

Install Specific Modules

Install only what you need:

# For LLM operations only
pip install "get_systems[llm]"

# For HTTP operations only  
pip install "get_systems[http]"

# Install both
pip install "get_systems[llm,http]"

From Azure Artifacts

# All modules
pip install "get_systems[all]" --extra-index-url https://pkget_systems.dev.azure.com/get-systems/_packaging/get-systems/pypi/simple/

# Specific modules
pip install "get_systems[llm]" --extra-index-url https://pkget_systems.dev.azure.com/get-systems/_packaging/get-systems/pypi/simple/
pip install "get_systems[http]" --extra-index-url https://pkget_systems.dev.azure.com/get-systems/_packaging/get-systems/pypi/simple/

What Gets Installed

Installation	Dependencies
pip install get_systems	prefect, pydantic (base only)
pip install "get_systems[llm]"	Base + openai
pip install "get_systems[http]"	Base + httpx
pip install "get_systems[all]"	Base + openai + httpx

Quick Start

LLM Operations

from get_systems.llm import GptCompletionBlock, GptAuth, LlmRuntime
from prefect import flow

# Configure auth
auth = GptAuth(
    api_key="sk-...",
    model="gpt-4o-mini",
    is_azure=False
)

# Create completion block
block = GptCompletionBlock(
    auth=auth,
    prompt="What is Prefect?",
    temperature=0.7
)

@flow
async def my_llm_flow():
    result = await block.run()
    print(result.content)

HTTP Operations

from get_systems.http import HttpAuth, HttpBlock
from prefect import flow

# Configure HTTP auth
auth = HttpAuth(
    auth_type="bearer",
    token="your-token",
    base_url="https://api.example.com"
)

# Create HTTP block
http_block = HttpBlock(auth=auth)

@flow
async def my_http_flow():
    response = await http_block.request("GET", "/users")
    print(response.json())

Register Blocks in Prefect

# Register all blocks
prefect block register -m get_systems.llm.gpt_blocks
prefect block register -m get_systems.http.http_block

# View registered blocks
prefect block ls

Import Styles

All import styles are supported:

# Submodule imports
from get_systems.llm import GptCompletionBlock, GptAuth
from get_systems.http import HttpAuth, HttpBlock

# Direct module imports
from get_systems.llm.gpt_blocks import GptCompletionBlock
from get_systems.http.http_block import HttpAuth

# Package-level imports
from get_systems import GptCompletionBlock, HttpAuth

Environment Variables

OpenAI Configuration:

OPENAI_API_KEY=sk-...
OPENAI_MODEL=gpt-4o-mini
OPENAI_BASE_URL=https://api.openai.com/v1  # optional

Azure OpenAI Configuration:

OPENAI_API_KEY=your-azure-key
OPENAI_BASE_URL=https://your-resource.openai.azure.com
OPENAI_MODEL=your-deployment-name
OPENAI_API_VERSION=2024-02-15-preview
OPENAI_IS_AZURE=true

Documentation

• docs/QUICKSTART-get_systems.md - Quick start and usage examples
• docs/MIGRATION.md - Migration guide from old packages
• LLM Module: Full OpenAI/Azure OpenAI integration with enterprise features
• HTTP Module: Flexible HTTP client with multiple authentication types
• Prefect Integration: Native Prefect block support for both modules

License

Proprietary - Get Systems