Langroid is an open-source Python framework designed to streamline the development of applications powered by Large Language Models (LLMs). It introduces a multi-agent programming paradigm, treating agents as first-class citizens to manage multiple LLM conversations, each responsible for different aspects of a task. This approach facilitates efficient collaboration through message exchange, enabling developers to build complex, intelligent applications with ease. Langroid supports integration with various LLMs, vector databases, and function-calling tools, offering a modular and extensible architecture for AI application development.

langroid

An open-source Python framework that simplifies LLM application development using a multi-agent programming paradigm.

Langroid

XAgent, developed by OpenBMB, is an open-source framework designed to create autonomous agents capable of solving complex tasks using Large Language Models (LLMs). It emphasizes autonomy, safety, extensibility, and user-friendly interaction. XAgent operates within a secure Docker container environment, ensuring safe execution of actions. Its modular architecture allows for easy integration of new tools and agents, enhancing its capabilities. The framework includes a graphical user interface (GUI) for seamless user interaction and supports collaboration between agents and humans to tackle challenging tasks. XAgent comprises three main components: Dispatcher, Planner, and Actor, each responsible for task management, planning, and execution, respectively.

xagent

An open-source autonomous agent framework that leverages Large Language Models (LLMs) to perform complex tasks without human intervention.

AI Agents with Redis Integration

Langroid

XAgent