rewoo

Production-Ready LLM Agent SDK for Every Developer

ChatCLI is a command-line application that utilizes LLMs—such as those from Anthropic, OpenAI, and others—to facilitate interactive conversations within the terminal. At its core, it features a specialized agent and tools that provide unique expertise.

Composable reasoning agent library in Python. Swap LLMs, reasoning strategies, memory backends and tool providers, with just-in-time tool loading.

QnA AI webapp using @CopilotKit [Quira Quest 24]

Open, inspectable multi-agent research workbench: Supervisor → Planner(ToT) → parallel Researchers(ReWOO) → Critic → footnoted Writer, with trajectory + faithfulness eval.

Automated Quality Controls Framework Research

LangGraph implementation of ReWOO: Reasoning Without Observation framework

Skip the ReWOO planner on short queries; empty plans fall through to your tool loop instead of ReAct N+1.

🛡️ CMatrix is an agentic red-team platform for running controlled, human-in-the-loop security simulations across modern applications and infrastructure. It combines multi-agent orchestration, approval gates, monitoring, and audit-friendly workflows to help teams test defenses safely, repeatably, and at scale. Built with FastAPI, Next.js, Docker.