motleycrew.ai

How to hack your dependencies

Suppose you're developing a Python library, that you'd want to share via PyPI. Your library almost…

Why too much Pydantic can be a bad thing

What’s wrong with the trend among popular open-source Python…

Using Ray for building agentic workflows

What is Ray and why did it become our favorite deployment solution for building agentic…

The shifting sweet spot for AI agents and multi-agent approaches

Building a customer support chatbot using MotleyCrew and Ray

Building and using a code graph in MotleyCoder

Part 2.

Are event-driven AI workflows something new?

“The thing that hath been, it is that which shall be; and that which is done is…

Memory and state in AI agents

When you call an LLM model, for example, as part of running an AI agent, the only information it gets is…

MotleyCrew with Llama 3.1: fully open source multi-agent AI

MotleyCrew, like many other AI frameworks, currently uses OpenAI’s GPT-4o as the default model for its agents. It’s state-of-the-art, quite reliable, cheap enough, and supports various functionality essential for building…