Maki

Maki is an open-source Python framework that allows developers to build and run tool-using multi-agent large language model (LLM) applications. It supports running AI models locally on your own hardware via Ollama or HuggingFace, or through hosted APIs like OpenAI and Anthropic, using a unified agent interface. It features built-in guardrails, plugins for file access, web content, trading, memory, and workflows with retries and checkpointing.