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Python SDK for the AMPA API

Project description

AMPA SDK

The AMPA SDK is a Python library that provides a convenient, high-level interface for interacting with the AMPA API. It is designed to simplify agent management, versioning, and execution from any Python application, script, or notebook.

Overview

  • Easy integration: Manage agents and their versions with simple Python calls
  • Handles authentication: Securely connect to the AMPA API with username/password or environment variables
  • Request/response abstraction: No need to manually format HTTP requests
  • Extensible: Add custom methods or extend for new API endpoints

Features

  • Create, update, delete, and run agents from Python
  • List and manage agent versions
  • Automatic handling of API authentication and errors
  • Works with both local and remote AMPA API deployments

Installation

To install the AMPA SDK, use pip:

pip install the37lab_ampa_sdk

Configuration

You can configure the SDK via parameters or environment variables:

Environment variables:

  • AMPA_API_URL
  • AMPA_API_USERNAME
  • AMPA_API_PASSWORD

Usage Example

from the37lab_ampa_sdk import AgentAPI

# Initialize the client (parameters or env vars)
client = AgentAPI(
    ampa_url="http://localhost:8000",
    username="your_username",
    password="your_password",
)

# Create an agent
data = {
    "agent_name": "My Agent",
    "description": "A helpful assistant",
    "purpose": "You are a helpful assistant",
    "instruction": "Tell a story about Sweden"
}
agent = client.create_agent(data)

# Run the agent
response = client.call_agent(
    "My Agent",
    variables={"name": "John"},
    prompt="Tell me a story"
)

# List agent versions
versions = client.list_agent_versions(agent["id"])

Use Cases

  • Integrate agent management into Python apps, scripts, or notebooks
  • Automate agent creation and execution in pipelines
  • Rapid prototyping and experimentation with LLM agents

Extensibility

  • Add new methods for custom API endpoints
  • Subclass AgentAPI to add custom logic or error handling

Troubleshooting

  • Ensure the AMPA API is running and accessible
  • Check credentials and API URL
  • Review exception messages for error details

License

This project is proprietary software. All rights reserved.

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