mantisdk 0.2.0

Mantisdk - AI Agent Training and Evaluation Platform

Mantisdk

AI Agent Training and Evaluation Platform

Mantisdk is a comprehensive toolkit for training and evaluating AI agents using reinforcement learning, automatic prompt optimization, and supervised fine-tuning.

Core Features

• Turn your agent into an optimizable beast with minimal code changes
• Build with any agent framework (LangChain, OpenAI Agent SDK, AutoGen, CrewAI, and more)
• Selectively optimize one or more agents in a multi-agent system
• Embraces algorithms like Reinforcement Learning, Automatic Prompt Optimization, Supervised Fine-tuning and more

Installation

pip install mantisdk

For optional dependencies:

# For LLMProxy feature (note: has strict dependency pins for boto3, grpcio, uvicorn)
pip install 'mantisdk[proxy]'

# For APO (Automatic Prompt Optimization)
pip install 'mantisdk[apo]'

# For VERL integration
pip install 'mantisdk[verl]'

# For Weave integration
pip install 'mantisdk[weave]'

# For MongoDB store
pip install 'mantisdk[mongo]'

Quick Start

import mantisdk as msk

# Initialize the client
client = msk.MantisdkClient()

# Your agent code here...

CLI Usage

# Start the Mantisdk server
msk store serve

# Run with vLLM
msk vllm start

Documentation

For full documentation, visit https://withmetis.github.io/mantis/mantisdk/

License

MIT License - see LICENSE for details.