AgentSystems Toolkit

Note

Pre-Release Software - AgentSystems is in active development. Join our Discord for updates and early access. ⭐ Star the main repository to show your support!

This is the development toolkit for AgentSystems. See the main repository for platform overview and documentation.

Development toolkit for building AgentSystems agents with model routing, progress tracking, and agent framework integration.

Features

• Model Routing: Abstract model layer supporting OpenAI, Anthropic, AWS Bedrock, Ollama
• Progress Tracking: Progress reporting utilities for long-running tasks
• LangChain Integration: Pre-configured providers with credential management

Installation

pip install agentsystems-toolkit

Quick Start

from agentsystems_toolkit import get_model

# Get a model - automatically routes to configured provider
model = get_model("claude-sonnet-4", "langchain", temperature=0)

# Use with any LangChain workflow
response = model.invoke("Hello, world!")

License

Licensed under the Apache-2.0 license.