ThreeAgents is built in Python, leveraging OpenAI's chat completions API to instantiate multiple AI agents with distinct roles (system, assistant, user). It provides abstractions for agent prompting, role-based message handling, and context memory management. Developers can define custom prompt templates, configure agent personalities, and chain interactions to simulate realistic dialogues or task-oriented workflows. The framework handles message passing, context window management, and logging, enabling experiments in collaborative decision-making or hierarchical task decomposition. With support for environment variables and modular agents, ThreeAgents allows seamless swapping between OpenAI and local LLM backends, facilitating rapid prototyping of multi-agent AI systems. It ships with example scripts and Docker support for quick setup.

Agreee is an innovative AI consensus assistant that enables teams to communicate, decide, and collaborate more efficiently. Utilizing advanced AI capabilities, Agreee aids in facilitating discussions and ensuring that decisions are reached amicably and constructively. It simplifies the project collaboration process by providing a unified platform where team members can voice their opinions, participate in discussions, and reach agreements seamlessly. Whether it's for brainstorming sessions, project management, or daily team meetings, Agreee is designed to streamline the decision-making process and enhance team productivity.

KnowSilos is a powerful decision-making tool designed for businesses of all sizes. It automates the gathering of siloed, unstructured information, scrapes real-time data from the internet, and leverages decision-making frameworks to provide actionable insights. With features like advanced knowledge graphs and real-time analysis, KnowSilos helps organizations stay ahead of market trends, ensure data credibility, and enhance collaborative decision-making. The platform also addresses critical challenges like information overload and ineffective knowledge sharing.