Single-agent Python core framework providing a pluggable reasoning loop with tool permissions and observable event streams for building controllable agents.ufy2024
A research framework that wraps static benchmark environments with composable Setup, Rule and Link layers so agents can learn, induce skills and train with RL across ALFWorld, WebArena, SWE-bench and more.google-research
A Python framework for developers to build LLM apps with chat, function calling, structured output, RAG, and agent chains across llama.cpp, TGI, and vLLM backends.Maximilian-Winter
Swarm is a Swift-native runtime for building AI agents, with type-safe tools, on-device Foundation Models inference, composable workflows, memory and guardrails.christopherkarani