Welcome to Malevich Brain

Malevich Brain is a powerful library designed for building AI agents with a modern framework. It consists of three main components:

• Agents - Entry points that provide an interface to run an LLM against a task with a set of tools

• Tools - The core feature that enables transforming LLMs into agents by simply decorating functions that perform actions

• LLMs - A bridge between LLM service APIs and the library, centralizing operations

Contents:

• Getting Started
  • Installation
  • Quickstart
• User Guide
  • Working with Agents
  • Working with Tools
  • Working with LLMs
  • Using Callbacks
  • Advanced Topics
• API Reference
  • Agents
  • Tools
  • Language Models
  • Data Models
  • Callbacks
• Examples
  • Simple Assistant
  • Web Search Agent
  • Document Question Answering
  • Chat Memory with Callbacks

Indices and tables

• Index

• Module Index

• Search Page