Open-source projects tagged “llms”

A Python library that constrains LLM outputs during generation so they match a given type, regex, JSON schema, or grammar.

A multi-agent swarm simulation engine that builds a digital world from seed material to predict outcomes of news, policy, or financial events.

A macOS menu bar app for running local LLMs, built on llama.cpp, with a local API server and built-in WebUI.

A cross-platform desktop AI assistant that connects to major LLM providers and acts as an MCP client with a local knowledge base.