maihem 1.4.3

LLM evaluations and synthetic data generation with the MAIHEM models

maihem

Introduction

The maihem python package allows you to simulate personas and generate synthetic text data for training and evaluating your LLMs. It also provides text data evaluations.

Getting Started

Installation

To install the API, run the following command:

pip install maihem

Obtaining your maihem API key

Request a free API key here: www.maihem.ai.

Setting API key

Before using the maihem package, you need to set your maihem API key as an environment variable. You can add it directly in your python code, or to your local bash script.

Alternative 1: In python code

In the beggining of your code add the following lines with your corresponding API key:

import os

os.environ['MAIHEM_API_KEY'] = '<your_maihem_api_key>'

Alternative 2: In local bash script

For Linux:

Open the .bashrc file in your home directory with a text editor

vim ~/.bashrc

add the following line to the file with your corresponding API key:

export MAIHEM_API_KEY = '<your_maihem_api_key>'

Run the following command in the terminal to apply the changes

source ~/.bashrc

For Mac:

Open the .bash_profile file in your home directory with a text editor

vim ~/.bash_profile

add the following line to the file with your corresponding API key:

export MAIHEM_API_KEY = '<your_maihem_api_key>'

Run the following command in the terminal to apply the changes

source ~/.bash_profile

Examples of how to use MAIHEM

• Simulate conversations between your chatbot and AI personas and evaluate conversations
• Log historical conversations and evaluate them