zyx 0.3.4

A hyper-fast, fun, quality-of-life focused & genuinely useful LLM toolkit. Inspired by Marvin-AI. Built on LiteLLM, Instructor & Qdrant.

zyx

Documentation

zyx 0.3.00 - the first 'release' of the library is out!
All CrewAI & other obstructions have been removed, and the library is back to being lightweight.

zyx is a hyper-fast, fun, & ease-of-use focused Python library for using LLMs.
It was created on top of Instructor and LiteLLM, and focuses to provide an abstraction free framework.
The library uses methods such as lazy-loading to provide a single import for all its features. This library is not meant to be used as a production-ready solution, but rather as a tool to quickly & easily experiment with LLMs.

Some of the key features of zyx include:

• Universal Completion Client : A singular function that handles all LiteLLM compatible models, Pydantic structured outputs, tool calling & execution, prompt optimization, streaming & vision support.
• A Large Collection of LLM Powered Functions : This library is inspired by MarvinAI, and it's quick LLM function style framework and has built upon it vastly.
• Easy to Use Memory (Rag) : A Qdrant wrapper, built to support easy store creation, text/document/pydantic model data insertion, universal embedding provider support, LLM completions for RAG & more.
• Multimodel Generations : Supports generations for images, audio & speech transcription.
• Functional / Easy Access Terminal Client : A terminal client built using textual to allow for easy access to zyx features.
• New Experimental Conversational Multi-Agent Framework : Built from the ground up using Instructor, the agentic framework provides a solution towards conversationally state managed agents, with task creation, custom tool use, artifact creation & more.

Getting Started

Installation

pip install zyx