rhesis 0.6.3.post1

Rhesis - Testing and validation platform for LLM applications

Rhesis

Testing and validation platform for LLM applications

Rhesis helps you build reliable AI applications through comprehensive testing, validation, and monitoring.

Installation

pip install rhesis

This installs the full Rhesis SDK. For additional features:

# Multi-turn testing agent
pip install rhesis[penelope]

# Framework integrations
pip install rhesis[langchain]
pip install rhesis[langgraph]

# Everything
pip install rhesis[all]

Quick Start

from rhesis.sdk import RhesisClient

client = RhesisClient()

Documentation

• Full Documentation: docs.rhesis.ai
• API Reference: docs.rhesis.ai/api
• Getting Started Guide: docs.rhesis.ai/getting-started

Packages

The Rhesis ecosystem includes:

Package	Description
rhesis	Umbrella package (this package) - installs rhesis-sdk
rhesis-sdk	Core SDK for testing and validation
rhesis-penelope	Multi-turn testing agent

Optional Extras

Extra	Description
penelope	Multi-turn conversational testing agent
langchain	LangChain integration
langgraph	LangGraph integration
autogen	AutoGen integration
huggingface	HuggingFace models support
garak	Garak vulnerability scanner
all-integrations	All framework integrations + Penelope
all	Everything including HuggingFace models

Links

• Website
• GitHub
• PyPI

License

MIT License - see LICENSE for details.